void plotPdf_7D_VWW(double mH=125) {
gROOT->ProcessLine(".L tdrstyle.C");
setTDRStyle();
TGaxis::SetMaxDigits(3);
gROOT->ForceStyle();
// Declaration of the PDFs to use
gROOT->ProcessLine(".L PDFs/RooSpinOne_7D.cxx++");
// W/Z mass and decay width constants
double mV = 80.399;
double gamV = 2.085;
bool offshell = false;
if ( mH < 2 * mV ) offshell = true;
// for the pole mass and decay width of W
RooRealVar* mX = new RooRealVar("mX","mX", mH);
RooRealVar* mW = new RooRealVar("mW","mW", mV);
RooRealVar* gamW = new RooRealVar("gamW","gamW",gamV);
//
// Observables (7D)
//
RooRealVar* wplusmass = new RooRealVar("wplusmass","m(W+)",mV,1e-09,120);
wplusmass->setBins(50);
RooRealVar* wminusmass = new RooRealVar("wminusmass","m(W-)",mV,1e-09,120);
wminusmass->setBins(50);
RooRealVar* hs = new RooRealVar("costhetastar","cos#theta*",-1,1);
hs->setBins(20);
RooRealVar* Phi1 = new RooRealVar("phistar1","#Phi_{1}",-TMath::Pi(),TMath::Pi());
Phi1->setBins(20);
RooRealVar* h1 = new RooRealVar("costheta1","cos#theta_{1}",-1,1);
h1->setBins(20);
RooRealVar* h2 = new RooRealVar("costheta2","cos#theta_{2}",-1,1);
h2->setBins(20);
RooRealVar* Phi = new RooRealVar("phi","#Phi",-TMath::Pi(),TMath::Pi());
Phi->setBins(20);
// 1-
RooRealVar* g1ValV = new RooRealVar("g1ValV","g1ValV",1.);
RooRealVar* g2ValV = new RooRealVar("g2ValV","g2ValV",0.);
// Even more parameters, do not have to touch, based on W couplings
RooRealVar* R1Val = new RooRealVar("R1Val","R1Val",-1.);
RooRealVar* R2Val = new RooRealVar("R2Val","R2Val",-1.);
// these are the acceptance terms associated with the production angles
// the default setting is for setting no-acceptance
RooRealVar* aParam = new RooRealVar("aParam","aParam",0);
RooSpinOne_7D *myPDFV;
if ( offshell )
myPDFV = new RooSpinOne_7D("myPDF","myPDF", *mX, *wplusmass, *wminusmass, *h1, *h2, *hs, *Phi, *Phi1,
*g1ValV, *g2ValV, *R1Val, *R2Val, *aParam, *mW, *gamW);
else
myPDFV = new RooSpinOne_7D("myPDF","myPDF", *mX, *mW, *mW, *h1, *h2, *hs, *Phi, *Phi1,
*g1ValV, *g2ValV, *R1Val, *R2Val, *aParam, *mW, *gamW);
// Grab input file to convert to RooDataSet
TFile* finV = new TFile(Form("VWW_%.0f_JHU.root", mH));
TTree* tinV = (TTree*) finV->Get("angles");
if ( offshell )
RooDataSet dataV("dataV","dataV",tinV,RooArgSet(*wplusmass, *wminusmass, *h1,*h2, *hs, *Phi, *Phi1));
else
RooDataSet dataV("dataV","dataV",tinV,RooArgSet(*h1,*h2, *hs, *Phi, *Phi1));
for (int i=1;i<1;i++) {
RooArgSet* row = dataV.get(i);
row->Print("v");
}
//
// 1+
//
RooRealVar* g1ValA = new RooRealVar("g1ValA","g1ValA",0);
RooRealVar* g2ValA = new RooRealVar("g2ValA","g2ValA",1);
RooSpinOne_7D *myPDFA;
if ( offshell )
myPDFA = new RooSpinOne_7D("myPDF","myPDF", *mX, *wplusmass, *wminusmass, *h1, *h2, *hs, *Phi, *Phi1,
*g1ValA, *g2ValA, *R1Val, *R2Val, *aParam, *mW, *gamW);
else
myPDFA = new RooSpinOne_7D("myPDF","myPDF", *mX, *mW, *mW, *h1, *h2, *hs, *Phi, *Phi1,
*g1ValA, *g2ValA, *R1Val, *R2Val, *aParam, *mW, *gamW);
TFile* finA = new TFile(Form("AVWW_%.0f_JHU.root", mH));
TTree* tinA = (TTree*) finA->Get("angles");
if ( offshell )
RooDataSet dataA("dataA","dataA",tinA,RooArgSet(*wplusmass, *wminusmass, *hs, *h1, *h2, *Phi, *Phi1));
else
RooDataSet dataA("dataA","dataA",tinA,RooArgSet(*h1,*h2, *hs, *Phi, *Phi1));
//
// P L O T . . .
//
bool drawv = true;
bool drawa = true;
bool drawpaper = true;
double rescale = 1.0;
if (drawpaper )
rescale = 0.001;
// for 1-
TH1F* dum0 = new TH1F("dum0","dum0",1,0,1); dum0->SetLineColor(kRed); dum0->SetMarkerColor(kBlack); dum0->SetLineWidth(3);
// for 1+
TH1F* dum1 = new TH1F("dum1","dum1",1,0,1); dum1->SetLineColor(kBlue); dum1->SetMarkerColor(kBlack); dum1->SetMarkerStyle(24), dum1->SetLineWidth(3);
TLegend * box3 = new TLegend(0.1,0.1,0.9,0.92);
box3->SetFillColor(0);
box3->SetBorderSize(0);
if ( drawa )
box3->AddEntry(dum0,"X#rightarrow WW JP = 1+","lp");
if ( drawv )
box3->AddEntry(dum1,"X#rightarrow WW JP = 1-","lp");
//
// h1
//
RooPlot* h1frame = h1->frame(20);
h1frame->GetXaxis()->CenterTitle();
h1frame->GetYaxis()->CenterTitle();
h1frame->GetYaxis()->SetTitle(" ");
double ymax_h1;
TH1F *h1a = new TH1F("h1a", "h1a", 20, -1, 1);
tinA->Project("h1a", "costheta1");
ymax_h1 = h1a->GetMaximum();
TH1F *h1_minus = new TH1F("h1_minus", "h1_minus", 20, -1, 1);
tinV->Project("h1_minus", "costheta1");
ymax_h1 = h1_minus->GetMaximum() > ymax_h1 ? h1_minus->GetMaximum() : ymax_h1;
if ( drawa ) {
dataA.plotOn(h1frame, MarkerColor(kRed),MarkerStyle(4),MarkerSize(1.5),LineWidth(0),XErrorSize(0), Rescale(rescale), DataError(RooAbsData::None));
myPDFA->plotOn(h1frame, LineColor(kRed),LineWidth(2), Normalization(rescale));
}
if ( drawv ) {
//dataV.plotOn(h1frame, MarkerColor(kBlue),MarkerStyle(27),MarkerSize(1.9),XErrorSize(0), Rescale(rescale), DataError(RooAbsData::None));
//myPDFV->plotOn(h1frame, LineColor(kBlue),LineWidth(2), Normalization(rescale));
// tempoary
dataV.plotOn(h1frame, MarkerColor(kBlue),MarkerStyle(27),MarkerSize(1.9),XErrorSize(0), Rescale(rescale*.95823), DataError(RooAbsData::None));
myPDFV->plotOn(h1frame, LineColor(kBlue),LineWidth(2), Normalization(rescale*.95823));
}
if ( rescale != 1.)
h1frame->GetYaxis()->SetRangeUser(0, ymax_h1 / 1000. * 1.3);
//
// h2
//
RooPlot* h2frame = h2->frame(20);
h2frame->GetXaxis()->CenterTitle();
h2frame->GetYaxis()->CenterTitle();
h2frame->GetYaxis()->SetTitle(" ");
double ymax_h2;
TH1F *h2a = new TH1F("h2a", "h2a", 20, -1, 1);
tinA->Project("h2a", "costheta2");
ymax_h2 = h2a->GetMaximum();
TH1F *h2_minus = new TH1F("h2_minus", "h2_minus", 20, -1, 1);
tinV->Project("h2_minus", "costheta2");
ymax_h2 = h2_minus->GetMaximum() > ymax_h2 ? h2_minus->GetMaximum() : ymax_h2;
if ( drawa ) {
dataA.plotOn(h2frame, MarkerColor(kRed),MarkerStyle(4),MarkerSize(1.5),LineWidth(0),XErrorSize(0), Rescale(rescale), DataError(RooAbsData::None));
myPDFA->plotOn(h2frame, LineColor(kRed),LineWidth(2), Normalization(rescale));
}
if ( drawv ) {
// dataV.plotOn(h2frame, MarkerColor(kBlue),MarkerStyle(27),MarkerSize(1.9),XErrorSize(0), Rescale(rescale), yDataError(RooAbsData::None));
// myPDFV->plotOn(h2frame, LineColor(kBlue),LineWidth(2), Normalization(rescale));
dataV.plotOn(h2frame, MarkerColor(kBlue),MarkerStyle(27),MarkerSize(1.9),XErrorSize(0), Rescale(rescale*.95823), DataError(RooAbsData::None));
myPDFV->plotOn(h2frame, LineColor(kBlue),LineWidth(2), Normalization(rescale*.95823));
}
if ( rescale != 1.)
h2frame->GetYaxis()->SetRangeUser(0, ymax_h2 / 1000. * 1.3);
//
// Phi
//
RooPlot* Phiframe = Phi->frame(20);
Phiframe->GetXaxis()->CenterTitle();
Phiframe->GetYaxis()->CenterTitle();
Phiframe->GetYaxis()->SetTitle(" ");
double ymax_Phi;
TH1F *Phia = new TH1F("Phia", "Phia", 20, -TMath::Pi(), TMath::Pi());
tinA->Project("Phia", "phi");
ymax_Phi = Phia->GetMaximum();
TH1F *Phi_minus = new TH1F("Phi_minus", "Phi_minus", 20, -TMath::Pi(), TMath::Pi());
tinV->Project("Phi_minus", "phi");
ymax_Phi = Phi_minus->GetMaximum() > ymax_Phi ? Phi_minus->GetMaximum() : ymax_Phi;
if ( drawa ) {
dataA.plotOn(Phiframe, MarkerColor(kRed),MarkerStyle(4),MarkerSize(1.5),LineWidth(0),XErrorSize(0), Rescale(rescale), DataError(RooAbsData::None));
myPDFA->plotOn(Phiframe, LineColor(kRed),LineWidth(2), Normalization(rescale));
}
if ( drawv ) {
//dataV.plotOn(Phiframe, MarkerColor(kBlue),MarkerStyle(27),MarkerSize(1.9),XErrorSize(0), Rescale(rescale), DataError(RooAbsData::None));
//myPDFV->plotOn(Phiframe, LineColor(kBlue),LineWidth(2), Normalization(rescale));
dataV.plotOn(Phiframe, MarkerColor(kBlue),MarkerStyle(27),MarkerSize(1.9),XErrorSize(0), Rescale(rescale*.95823), DataError(RooAbsData::None));
myPDFV->plotOn(Phiframe, LineColor(kBlue),LineWidth(2), Normalization(rescale*.95823));
}
if ( rescale != 1. )
Phiframe->GetYaxis()->SetRangeUser(0, ymax_Phi / 1000. * 1.3);
//
// hs
//
RooPlot* hsframe = hs->frame(20);
hsframe->GetXaxis()->CenterTitle();
hsframe->GetYaxis()->CenterTitle();
hsframe->GetYaxis()->SetTitle(" ");
double ymax_hs;
TH1F *hsa = new TH1F("hsa", "hsa", 20, -1, 1);
tinA->Project("hsa", "costhetastar");
ymax_hs = hsa->GetMaximum();
TH1F *hs_minus = new TH1F("hs_minus", "hs_minus", 20, -1, 1);
tinV->Project("hs_minus", "costhetastar");
ymax_hs = hs_minus->GetMaximum() > ymax_hs ? hs_minus->GetMaximum() : ymax_hs;
if ( drawa ) {
dataA.plotOn(hsframe, MarkerColor(kRed),MarkerStyle(4),MarkerSize(1.5),LineWidth(0),XErrorSize(0), Rescale(rescale), DataError(RooAbsData::None));
myPDFA->plotOn(hsframe, LineColor(kRed),LineWidth(2), Normalization(rescale));
}
if ( drawv ) {
//dataV.plotOn(hsframe, MarkerColor(kBlue),MarkerStyle(27),MarkerSize(1.9),XErrorSize(0), Rescale(rescale), DataError(RooAbsData::None));
//myPDFV->plotOn(hsframe, LineColor(kBlue),LineWidth(2), Normalization(rescale));
dataV.plotOn(hsframe, MarkerColor(kBlue),MarkerStyle(27),MarkerSize(1.9),XErrorSize(0), Rescale(rescale*.95823), DataError(RooAbsData::None));
myPDFV->plotOn(hsframe, LineColor(kBlue),LineWidth(2), Normalization(rescale*.95823));
}
if ( rescale != 1. )
hsframe->GetYaxis()->SetRangeUser(0, ymax_hs / 1000. * 1.3);
//
// Phi1
//
RooPlot* Phi1frame = Phi1->frame(20);
Phi1frame->GetXaxis()->CenterTitle();
Phi1frame->GetYaxis()->CenterTitle();
Phi1frame->GetYaxis()->SetTitle(" ");
double ymax_Phi1;
TH1F *Phi1a = new TH1F("Phi1a", "Phi1a", 20, -TMath::Pi(), TMath::Pi());
tinA->Project("Phi1a", "phistar1");
ymax_Phi1 = Phi1a->GetMaximum();
TH1F *Phi1_minus = new TH1F("Phi1_minus", "Phi1_minus", 20, -TMath::Pi(), TMath::Pi());
tinV->Project("Phi1_minus", "phistar1");
ymax_Phi1 = Phi1_minus->GetMaximum() > ymax_Phi1 ? Phi1_minus->GetMaximum() : ymax_Phi1;
if ( drawa ) {
dataA.plotOn(Phi1frame, MarkerColor(kRed),MarkerStyle(4),MarkerSize(1.5),LineWidth(0),XErrorSize(0), Rescale(rescale), DataError(RooAbsData::None));
myPDFA->plotOn(Phi1frame, LineColor(kRed),LineWidth(2), Normalization(rescale));
}
if ( drawv ) {
// dataV.plotOn(Phi1frame, MarkerColor(kBlue),MarkerStyle(27),MarkerSize(1.9),XErrorSize(0), Rescale(rescale), DataError(RooAbsData::None));
// myPDFV->plotOn(Phi1frame, LineColor(kBlue),LineWidth(2), Normalization(rescale));
dataV.plotOn(Phi1frame, MarkerColor(kBlue),MarkerStyle(27),MarkerSize(1.9),XErrorSize(0), Rescale(rescale*.95823), DataError(RooAbsData::None));
myPDFV->plotOn(Phi1frame, LineColor(kBlue),LineWidth(2), Normalization(rescale*.95823));
}
if ( rescale != 1. )
Phi1frame->GetYaxis()->SetRangeUser(0, ymax_Phi1 / 1000. * 1.3);
if ( offshell ) {
RooPlot* w1frame = wplusmass->frame(50);
w1frame->GetXaxis()->CenterTitle();
w1frame->GetYaxis()->CenterTitle();
w1frame->GetYaxis()->SetTitle(" ");
double ymax_w1;
TH1F *w1a = new TH1F("w1a", "w1a", 50, 1e-09, 120);
tinA->Project("w1a", "wplusmass");
ymax_w1 = w1a->GetMaximum();
TH1F *w1_minus = new TH1F("w1_minus", "w1_minus", 50, 1e-09, 120);
tinV->Project("w1_minus", "wplusmass")
ymax_w1 = w1_minus->GetMaximum() > ymax_w1 ? w1_minus->GetMaximum() : ymax_w1;
if ( drawa ) {
dataA.plotOn(w1frame, MarkerColor(kRed),MarkerStyle(4),MarkerSize(1.5),LineWidth(0),XErrorSize(0), Rescale(rescale), DataError(RooAbsData::None));
myPDFA->plotOn(w1frame, LineColor(kRed),LineWidth(2), Normalization(rescale));
}
if ( drawv ) {
// dataV.plotOn(w1frame, MarkerColor(kBlue),MarkerStyle(27),MarkerSize(1.9),XErrorSize(0), Rescale(rescale), DataError(RooAbsData::None));
// myPDFV->plotOn(w1frame, LineColor(kBlue),LineWidth(2), Normalization(rescale));
dataV.plotOn(w1frame, MarkerColor(kBlue),MarkerStyle(27),MarkerSize(1.9),XErrorSize(0), Rescale(rescale*.95823), DataError(RooAbsData::None));
myPDFV->plotOn(w1frame, LineColor(kBlue),LineWidth(2), Normalization(rescale*.95823));
}
if ( rescale != 1. )
w1frame->GetYaxis()->SetRangeUser(0, ymax_w1 / 1000. * 1.5);
//
// wminus
//
RooPlot* w2frame = wminusmass->frame(50);
w2frame->GetXaxis()->CenterTitle();
w2frame->GetYaxis()->CenterTitle();
w2frame->GetYaxis()->SetTitle(" ");
double ymax_w2;
TH1F *w2a = new TH1F("w2a", "w2a", 50, 1e-09, 120);
tinA->Project("w2a", "wminusmass");
ymax_w2 = w2a->GetMaximum();
TH1F *w2_minus = new TH1F("w2_minus", "w2_minus", 50, 1e-09, 120);
tinV->Project("w2_minus", "wminusmass")
ymax_w2 = w2_minus->GetMaximum() > ymax_w2 ? w2_minus->GetMaximum() : ymax_w2;
if ( drawa ) {
dataA.plotOn(w2frame, MarkerColor(kRed),MarkerStyle(4),MarkerSize(1.5),LineWidth(0),XErrorSize(0), Rescale(rescale), DataError(RooAbsData::None));
myPDFA->plotOn(w2frame, LineColor(kRed),LineWidth(2), Normalization(rescale));
}
if ( drawv ) {
//dataV.plotOn(w2frame, MarkerColor(kBlue),MarkerStyle(27),MarkerSize(1.9),XErrorSize(0), Rescale(rescale), DataError(RooAbsData::None));
//myPDFV->plotOn(w2frame, LineColor(kBlue),LineWidth(2), Normalization(rescale));
dataV.plotOn(w2frame, MarkerColor(kBlue),MarkerStyle(27),MarkerSize(1.9),XErrorSize(0), Rescale(rescale*.95823), DataError(RooAbsData::None));
myPDFV->plotOn(w2frame, LineColor(kBlue),LineWidth(2), Normalization(rescale*.95823));
}
if ( rescale != 1. )
w2frame->GetYaxis()->SetRangeUser(0, ymax_w2 / 1000. * 1.5);
}
if ( drawpaper ) {
TCanvas* can =new TCanvas("can","can",600,600);
if ( offshell ) {
w1frame->GetXaxis()->SetTitle("m_{l#nu} [GeV]");
w1frame->Draw();
can->Print(Form("paperplots/wplusmass_%.0fGeV_spin1_2in1_ww.eps", mH));
can->SaveAs(Form("paperplots/wplusmass_%.0fGeV_spin1_2in1_ww.C", mH));
}
can->Clear();
hsframe->Draw();
can->Print(Form("paperplots/costhetastar_%.0fGeV_spin1_2in1_ww.eps", mH));
can->SaveAs(Form("paperplots/costhetastar_%.0fGeV_spin1_2in1_ww.C", mH));
can->Clear();
Phi1frame->Draw();
can->Print(Form("paperplots/phistar1_%.0fGeV_spin1_2in1_ww.eps", mH));
can->SaveAs(Form("paperplots/phistar1_%.0fGeV_spin1_2in1_ww.C", mH));
can->Clear();
h1frame->GetXaxis()->SetTitle("cos#theta_{1} or cos#theta_{2}");
h1frame->Draw();
can->Print(Form("paperplots/costheta1_%.0fGeV_spin1_2in1_ww.eps", mH));
can->SaveAs(Form("paperplots/costheta1_%.0fGeV_spin1_2in1_ww.C", mH));
can->Clear();
Phiframe->Draw();
can->Print(Form("paperplots/phi_%.0fGeV_spin1_2in1_ww.eps", mH));
can->SaveAs(Form("paperplots/phi_%.0fGeV_spin1_2in1_ww.C", mH));
}
else {
TCanvas* cww = new TCanvas( "cww", "cww", 1000, 600 );
cww->Divide(4,2);
if ( offshell ) {
cww->cd(1);
w1frame->Draw();
cww->cd(2);
w2frame->Draw();
}
cww->cd(3);
hsframe->Draw();
cww->cd(4);
box3->Draw();
cww->cd(5);
Phi1frame->Draw();
cww->cd(6);
h1frame->Draw();
cww->cd(7);
h2frame->Draw();
cww->cd(8);
Phiframe->Draw();
cww->Print(Form("epsfiles/angles_VWW%.0f_JHU_7D.eps", mH));
cww->Print(Form("pngfiles/angles_VWW%.0f_JHU_7D.png", mH));
delete cww;
}
}
int WPtCorrFitDetUnfCalc(const TString BaseName)
{
TString resultDir = "ResultsFitDetUnf";
gSystem->mkdir(resultDir,kTRUE);
char tmpName[30];
//double WptLogBins[14] = {1.0,7.5,12.5,17.5,24,30,40,50,70,110,150,190,250,600};
double WptLogBins[27] = {1.0,3.75,7.5,10,12.5,15,17.5,20.75,24,27,30,35,40,45,50,60,70,90,110,130,150,170,190,220,250,425,600};
const TString format("png");
ofstream Fout;
Fout.open(resultDir+"/"+BaseName+"_WpMN.txt");
TFile *fWpMN_MCNom;
TFile *fWmMN_MCNom;
TFile *fWpEN_MCNom;
TFile *fWmEN_MCNom;
fWpMN_MCNom = new TFile("../Unfolding/Nominal/Muon2012LoPU/WpToMuNu_S8_Unfold.root");
fWmMN_MCNom = new TFile("../Unfolding/Nominal/Muon2012LoPU/WmToMuNu_S8_Unfold.root");
fWpEN_MCNom = new TFile("../Unfolding/Nominal/Electron2012LoPU/WpToEleNu_S8_Unfold.root");
fWmEN_MCNom = new TFile("../Unfolding/Nominal/Electron2012LoPU/WmToEleNu_S8_Unfold.root");
TFile *fWpMN_RDNom;
TFile *fWmMN_RDNom;
TFile *fWpEN_RDNom;
TFile *fWmEN_RDNom;
fWpMN_RDNom = new TFile("../Unfolding/WpToMuNuDet/Fit.root");
fWmMN_RDNom = new TFile("../Unfolding/WmToMuNuDet/Fit.root");
fWpEN_RDNom = new TFile("../Unfolding/WpToEleNuDet/Fit.root");
fWmEN_RDNom = new TFile("../Unfolding/WmToEleNuDet/Fit.root");
TH1D* h1_WpT_WpToMN_MCNom;
TH1D* h1_WpT_WpToMN_MC_NormToRD;
TH1D* h1_WpT_WpToMN_RDNom;
TH1D* h1_WpT_WpToMN_ratio;
TH1D* h1_WpT_WpToMN_MCNom_Log;
TH1D* h1_WpT_WmToMN_MCNom;
TH1D* h1_WpT_WmToMN_MC_NormToRD;
TH1D* h1_WpT_WmToMN_RDNom;
TH1D* h1_WpT_WmToMN_ratio;
TH1D* h1_WpT_WmToMN_MCNom_Log;
TH1D* h1_WpT_WpToEN_MCNom;
TH1D* h1_WpT_WpToEN_MC_NormToRD;
TH1D* h1_WpT_WpToEN_RDNom;
TH1D* h1_WpT_WpToEN_ratio;
TH1D* h1_WpT_WpToEN_MCNom_Log;
TH1D* h1_WpT_WmToEN_MCNom;
TH1D* h1_WpT_WmToEN_MC_NormToRD;
TH1D* h1_WpT_WmToEN_RDNom;
TH1D* h1_WpT_WmToEN_ratio;
TH1D* h1_WpT_WmToEN_MCNom_Log;
// Plot
CPlot *pltWpMN, *pltWpMN_ratio;
CPlot *pltWmMN, *pltWmMN_ratio;
CPlot *pltWpEN, *pltWpEN_ratio;
CPlot *pltWmEN, *pltWmEN_ratio;
TCanvas *myCan;
myCan = MakeCanvas("myCan","myCan",800,800);
gStyle->SetEndErrorSize(10);
gStyle->SetTextFont(132);
gStyle->SetLegendFont(132);
cout << "check1" << endl;
//======================
// Histo from root
//======================
h1_WpT_WpToMN_MCNom = (TH1D*)fWpMN_MCNom->Get("h1_Truth_Post")->Clone("h1_WpT_WpToMN_MCNom");
h1_WpT_WpToMN_MCNom_Log = new TH1D("h1_WpT_WpToMN_MCNom_Log","h1_WpT_WpToMN_MCNom_Log",13,WptLogBins);
h1_WpT_WmToMN_MCNom = (TH1D*)fWmMN_MCNom->Get("h1_Truth_Post")->Clone("h1_WpT_WmToMN_MCNom");
h1_WpT_WmToMN_MCNom_Log = new TH1D("h1_WpT_WmToMN_MCNom_Log","h1_WpT_WmToMN_MCNom_Log",13,WptLogBins);
h1_WpT_WpToEN_MCNom = (TH1D*)fWpEN_MCNom->Get("h1_Truth_Post")->Clone("h1_WpT_WpToEN_MCNom");
h1_WpT_WpToEN_MCNom_Log = new TH1D("h1_WpT_WpToEN_MCNom_Log","h1_WpT_WpToEN_MCNom_Log",13,WptLogBins);
h1_WpT_WmToEN_MCNom = (TH1D*)fWmEN_MCNom->Get("h1_Truth_Post")->Clone("h1_WpT_WmToEN_MCNom");
h1_WpT_WmToEN_MCNom_Log = new TH1D("h1_WpT_WmToEN_MCNom_Log","h1_WpT_WmToEN_MCNom_Log",13,WptLogBins);
//h1_WpT_WpToMN_MCNom = (TH1D*)fWpMN_MCNom->Get("h1_Truth_Post_DoubleBin")->Clone("h1_WpT_WpToMN_MCNom");
//h1_WpT_WpToMN_MCNom_Log = new TH1D("h1_WpT_WpToMN_MCNom_Log","h1_WpT_WpToMN_MCNom_Log",13,WptLogBins);
//h1_WpT_WmToMN_MCNom = (TH1D*)fWmMN_MCNom->Get("h1_Truth_Post_DoubleBin")->Clone("h1_WpT_WmToMN_MCNom");
//h1_WpT_WmToMN_MCNom_Log = new TH1D("h1_WpT_WmToMN_MCNom_Log","h1_WpT_WmToMN_MCNom_Log",13,WptLogBins);
//
//h1_WpT_WpToEN_MCNom = (TH1D*)fWpEN_MCNom->Get("h1_Truth_Post_DoubleBin")->Clone("h1_WpT_WpToEN_MCNom");
//h1_WpT_WpToEN_MCNom_Log = new TH1D("h1_WpT_WpToEN_MCNom_Log","h1_WpT_WpToEN_MCNom_Log",13,WptLogBins);
//
//h1_WpT_WmToEN_MCNom = (TH1D*)fWmEN_MCNom->Get("h1_Truth_Post_DoubleBin")->Clone("h1_WpT_WmToEN_MCNom");
//h1_WpT_WmToEN_MCNom_Log = new TH1D("h1_WpT_WmToEN_MCNom_Log","h1_WpT_WmToEN_MCNom_Log",13,WptLogBins);
h1_WpT_WpToMN_MCNom->Sumw2();
h1_WpT_WmToMN_MCNom->Sumw2();
h1_WpT_WpToEN_MCNom->Sumw2();
h1_WpT_WmToEN_MCNom->Sumw2();
h1_WpT_WpToMN_MCNom->Scale(18.429*1*7322.0/935446);
h1_WpT_WmToMN_MCNom->Scale(18.429*1*5181.0/1.97346e6);
h1_WpT_WpToEN_MCNom->Scale(18.429*1*7322.0/2401905);
h1_WpT_WmToEN_MCNom->Scale(18.429*1*5181.0/2127666);
h1_WpT_WpToMN_RDNom = (TH1D*)fWpMN_RDNom->Get("h1_Fit__x")->Clone("h1_WpT_WpToMN_RDNom");
h1_WpT_WmToMN_RDNom = (TH1D*)fWmMN_RDNom->Get("h1_Fit__x")->Clone("h1_WpT_WmToMN_RDNom");
h1_WpT_WpToEN_RDNom = (TH1D*)fWpEN_RDNom->Get("h1_Fit__x")->Clone("h1_WpT_WpToEN_RDNom");
h1_WpT_WmToEN_RDNom = (TH1D*)fWmEN_RDNom->Get("h1_Fit__x")->Clone("h1_WpT_WmToEN_RDNom");
//h1_WpT_WpToMN_RDNom->Sumw2();
//h1_WpT_WmToMN_RDNom->Sumw2();
//h1_WpT_WpToEN_RDNom->Sumw2();
//h1_WpT_WmToEN_RDNom->Sumw2();
h1_WpT_WpToMN_RDNom->Scale(h1_WpT_WpToMN_MCNom->Integral()/h1_WpT_WpToMN_RDNom->Integral());
h1_WpT_WmToMN_RDNom->Scale(h1_WpT_WmToMN_MCNom->Integral()/h1_WpT_WmToMN_RDNom->Integral());
h1_WpT_WpToEN_RDNom->Scale(h1_WpT_WpToEN_MCNom->Integral()/h1_WpT_WpToEN_RDNom->Integral());
h1_WpT_WmToEN_RDNom->Scale(h1_WpT_WmToEN_MCNom->Integral()/h1_WpT_WmToEN_RDNom->Integral());
cout << "===W+ Mu Yield (Truth_Post) (Fit)===" <<endl;
for(int i(1);i<14;i++){
cout<<"bin "<<i<<"\t" << h1_WpT_WpToMN_MCNom->GetBinContent(i) << "\t\t"<< h1_WpT_WpToMN_RDNom->GetBinContent(i) << endl;
}
cout << "===W- Mu Yield (Truth_Post) (Fit)===" <<endl;
for(int i(1);i<14;i++){
cout<<"bin "<<i<<"\t" << h1_WpT_WmToMN_MCNom->GetBinContent(i) << "\t\t"<< h1_WpT_WmToMN_RDNom->GetBinContent(i) << endl;
}
cout << "===W+ Ele Yield (Truth_Post) (Fit)===" <<endl;
for(int i(1);i<14;i++){
cout<<"bin "<<i<<"\t" << h1_WpT_WpToEN_MCNom->GetBinContent(i) << "\t\t"<< h1_WpT_WpToEN_RDNom->GetBinContent(i) << endl;
}
cout << "===W- Ele Yield (Truth_Post) (Fit)===" <<endl;
for(int i(1);i<14;i++){
cout<<"bin "<<i<<"\t" << h1_WpT_WmToEN_MCNom->GetBinContent(i) << "\t\t"<< h1_WpT_WmToEN_RDNom->GetBinContent(i) << endl;
}
h1_WpT_WpToMN_ratio = (TH1D*)h1_WpT_WpToMN_RDNom->Clone("h1_WpT_WpToMN_ratio");
h1_WpT_WmToMN_ratio = (TH1D*)h1_WpT_WmToMN_RDNom->Clone("h1_WpT_WmToMN_ratio");
h1_WpT_WpToEN_ratio = (TH1D*)h1_WpT_WpToEN_RDNom->Clone("h1_WpT_WpToEN_ratio");
h1_WpT_WmToEN_ratio = (TH1D*)h1_WpT_WmToEN_RDNom->Clone("h1_WpT_WmToEN_ratio");
//cout<<"number h1_WpT_WpToMN_ratio: "<<h1_WpT_WpToMN_ratio->Integral()<<endl;
h1_WpT_WpToMN_MC_NormToRD = (TH1D*)h1_WpT_WpToMN_MCNom->Clone("h1_WpT_WpToMN_MC_NormToRD");
h1_WpT_WmToMN_MC_NormToRD = (TH1D*)h1_WpT_WmToMN_MCNom->Clone("h1_WpT_WmToMN_MC_NormToRD");
h1_WpT_WpToEN_MC_NormToRD = (TH1D*)h1_WpT_WpToEN_MCNom->Clone("h1_WpT_WpToEN_MC_NormToRD");
h1_WpT_WmToEN_MC_NormToRD = (TH1D*)h1_WpT_WmToEN_MCNom->Clone("h1_WpT_WmToEN_MC_NormToRD");
//cout<<"Number h1_WpT_WpToMN_MC: "<<h1_WpT_WpToMN_MC_NormToRD->Integral()<<endl;
h1_WpT_WpToMN_MC_NormToRD->Scale(h1_WpT_WpToMN_ratio->Integral()/h1_WpT_WpToMN_MC_NormToRD->Integral());
h1_WpT_WmToMN_MC_NormToRD->Scale(h1_WpT_WmToMN_ratio->Integral()/h1_WpT_WmToMN_MC_NormToRD->Integral());
h1_WpT_WpToEN_MC_NormToRD->Scale(h1_WpT_WpToEN_ratio->Integral()/h1_WpT_WpToEN_MC_NormToRD->Integral());
h1_WpT_WmToEN_MC_NormToRD->Scale(h1_WpT_WmToEN_ratio->Integral()/h1_WpT_WmToEN_MC_NormToRD->Integral());
cout<<"Number h1_WpT_WpToMN_MC_NormToRD: "<<h1_WpT_WpToMN_MC_NormToRD->Integral()<<endl;
h1_WpT_WpToMN_ratio->Divide(h1_WpT_WpToMN_MC_NormToRD);
h1_WpT_WmToMN_ratio->Divide(h1_WpT_WmToMN_MC_NormToRD);
h1_WpT_WpToEN_ratio->Divide(h1_WpT_WpToEN_MC_NormToRD);
h1_WpT_WmToEN_ratio->Divide(h1_WpT_WmToEN_MC_NormToRD);
for(int i(1);i<=13;i++)
{
cout<<"Bin "<<i<<" : " <<"Mu+: "<< h1_WpT_WpToMN_ratio->GetBinContent(i) <<"\t"<<"Mu-: "<<h1_WpT_WmToMN_ratio->GetBinContent(i)<< endl;
}
for(int i(1);i<=13;i++)
{
cout<<"Bin "<<i<<" : " <<"Ele+: "<<h1_WpT_WpToEN_ratio->GetBinContent(i)<<"\t"<<"Ele-: "<<h1_WpT_WmToEN_ratio->GetBinContent(i)<< endl;
}
for(int ipt(1);ipt<=13;ipt++)
{
h1_WpT_WpToMN_MCNom_Log->SetBinContent(ipt,h1_WpT_WpToMN_MCNom->GetBinContent(ipt));
h1_WpT_WmToMN_MCNom_Log->SetBinContent(ipt,h1_WpT_WmToMN_MCNom->GetBinContent(ipt));
h1_WpT_WpToEN_MCNom_Log->SetBinContent(ipt,h1_WpT_WpToEN_MCNom->GetBinContent(ipt));
h1_WpT_WmToEN_MCNom_Log->SetBinContent(ipt,h1_WpT_WmToEN_MCNom->GetBinContent(ipt));
}
sprintf(tmpName,"WpT_WpMN");
pltWpMN= new CPlot(tmpName,"",tmpName,"events/bin");
sprintf(tmpName,"WpT_WmMN");
pltWmMN= new CPlot(tmpName,"",tmpName,"events/bin");
sprintf(tmpName,"WpT_WpEN");
pltWpEN= new CPlot(tmpName,"",tmpName,"events/bin");
sprintf(tmpName,"WpT_WmEN");
pltWmEN= new CPlot(tmpName,"",tmpName,"events/bin");
//h1_WpT_WpToMN_MC->SetFillColor(2);
//h1_WpT_WpToMN_MC->SetMarkerStyle(2);
//h1_WpT_WpToMN_MC->SetMarkerSize(2);
//h1_WpT_WpToMN_MC->SetMarkerColor(0);
//h1_WpT_WpToMN_MC->Draw("h");
pltWpMN->setOutDir(resultDir);
pltWmMN->setOutDir(resultDir);
pltWpEN->setOutDir(resultDir);
pltWmEN->setOutDir(resultDir);
// // hist, drawopt, color, linesty, fillsty, mkerSty, mkerSize
//pltWpMN->AddHist1D(h1_WpT_WpToMN_MCNom_Log,"hist",kGreen,1,0,0,0);
//pltWmMN->AddHist1D(h1_WpT_WmToMN_MCNom_Log,"hist",kGreen,1,0,0,0);
//pltWpMN->AddHist1D(h1_WpT_WpToMN_RDNom,"elp",kBlack,1,0,20,1);
//pltWmMN->AddHist1D(h1_WpT_WmToMN_RDNom,"elp",kBlack,1,0,20,1);
pltWpMN->AddHist1D(h1_WpT_WpToMN_MCNom_Log,"H",kGreen,1,1001,2,0);
pltWmMN->AddHist1D(h1_WpT_WmToMN_MCNom_Log,"H",kGreen,1,1001,2,0);
pltWpMN->AddHist1D(h1_WpT_WpToMN_RDNom,"elp",kBlack,1,0,21,1);
pltWmMN->AddHist1D(h1_WpT_WmToMN_RDNom,"elp",kBlack,1,0,21,1);
pltWpEN->AddHist1D(h1_WpT_WpToEN_MCNom_Log,"H",3,1,1001,2,0);
pltWmEN->AddHist1D(h1_WpT_WmToEN_MCNom_Log,"H",3,1,1001,2,0);
pltWpEN->AddHist1D(h1_WpT_WpToEN_RDNom,"E",kBlack,1,0,21,1);
pltWmEN->AddHist1D(h1_WpT_WmToEN_RDNom,"E",kBlack,1,0,21,1);
pltWpMN->SetLegend(0.53,0.7,0.7,0.8);
pltWmMN->SetLegend(0.53,0.7,0.7,0.8);
pltWpEN->SetLegend(0.53,0.7,0.7,0.8);
pltWmEN->SetLegend(0.53,0.7,0.7,0.8);
//cout << "check4" << endl;
pltWpMN->GetLegend()->SetTextSize(0.03);
pltWmMN->GetLegend()->SetTextSize(0.03);
pltWpEN->GetLegend()->SetTextSize(0.03);
pltWmEN->GetLegend()->SetTextSize(0.03);
pltWpMN->GetLegend()->AddEntry(h1_WpT_WpToMN_MCNom_Log,"Nominal Truth Post","l");
pltWmMN->GetLegend()->AddEntry(h1_WpT_WmToMN_MCNom_Log,"Nominal Truth Post","l");
pltWpMN->GetLegend()->AddEntry(h1_WpT_WpToMN_RDNom,"DetUnf Fit Data ","p");
pltWmMN->GetLegend()->AddEntry(h1_WpT_WmToMN_RDNom,"DetUnf Fit Data ","p");
pltWpEN->GetLegend()->AddEntry(h1_WpT_WpToEN_MCNom_Log,"Nominal Truth Post","l");
pltWmEN->GetLegend()->AddEntry(h1_WpT_WmToEN_MCNom_Log,"Nominal Truth Post","l");
pltWpEN->GetLegend()->AddEntry(h1_WpT_WpToEN_RDNom,"DetUnf Fit Data","p");
pltWmEN->GetLegend()->AddEntry(h1_WpT_WmToEN_RDNom,"DetUnf Fit Data","p");
pltWpMN->SetLogx();
pltWmMN->SetLogx();
pltWpEN->SetLogx();
pltWmEN->SetLogx();
pltWpMN->Draw(myCan,kTRUE,format);
pltWmMN->Draw(myCan,kTRUE,format);
pltWpEN->Draw(myCan,kTRUE,format);
pltWmEN->Draw(myCan,kTRUE,format);
sprintf(tmpName,"WpT_WpMN_ratio");
pltWpMN_ratio= new CPlot(tmpName,"",tmpName,"ratio/bin");
sprintf(tmpName,"WpT_WmMN_ratio");
pltWmMN_ratio= new CPlot(tmpName,"",tmpName,"ratio/bin");
sprintf(tmpName,"WpT_WpEN_ratio");
pltWpEN_ratio= new CPlot(tmpName,"",tmpName,"ratio/bin");
sprintf(tmpName,"WpT_WmEN_ratio");
pltWmEN_ratio= new CPlot(tmpName,"",tmpName,"ratio/bin");
pltWpMN_ratio->setOutDir(resultDir);
pltWmMN_ratio->setOutDir(resultDir);
pltWpEN_ratio->setOutDir(resultDir);
pltWmEN_ratio->setOutDir(resultDir);
pltWpMN_ratio->AddHist1D(h1_WpT_WpToMN_ratio,"E",1,1,1001,21,1);
pltWmMN_ratio->AddHist1D(h1_WpT_WmToMN_ratio,"E",1,1,1001,21,1);
pltWpEN_ratio->AddHist1D(h1_WpT_WpToEN_ratio,"E",1,1,1001,21,1);
pltWmEN_ratio->AddHist1D(h1_WpT_WmToEN_ratio,"E",1,1,1001,21,1);
pltWpMN_ratio->SetLegend(0.7,0.8,0.9,0.9);
pltWmMN_ratio->SetLegend(0.7,0.8,0.9,0.9);
pltWpEN_ratio->SetLegend(0.7,0.8,0.9,0.9);
pltWmEN_ratio->SetLegend(0.7,0.8,0.9,0.9);
pltWpMN_ratio->GetLegend()->SetTextSize(0.03);
pltWmMN_ratio->GetLegend()->SetTextSize(0.03);
pltWpEN_ratio->GetLegend()->SetTextSize(0.03);
pltWmEN_ratio->GetLegend()->SetTextSize(0.03);
//pltWpMN_ratio->GetLegend()->AddEntry(h1_WpT_WpToMN_ratio,"WpToMN PostFSR Data/MC TruthPost");
//pltWmMN_ratio->GetLegend()->AddEntry(h1_WpT_WmToMN_ratio,"WmToMN PostFSR Data/MC TruthPost");
//pltWpEN_ratio->GetLegend()->AddEntry(h1_WpT_WpToEN_ratio,"WpToEN PostFSR Data/MC TruthPost");
//pltWmEN_ratio->GetLegend()->AddEntry(h1_WpT_WmToEN_ratio,"WmToEN PostFSR Data/MC TruthPost");
pltWpMN_ratio->GetLegend()->AddEntry(h1_WpT_WpToMN_ratio,"WpToMN DetUnfFit Data/MC TruthPost");
pltWmMN_ratio->GetLegend()->AddEntry(h1_WpT_WmToMN_ratio,"WmToMN DetUnfFit Data/MC TruthPost");
pltWpEN_ratio->GetLegend()->AddEntry(h1_WpT_WpToEN_ratio,"WpToEN DetUnfFit Data/MC TruthPost");
pltWmEN_ratio->GetLegend()->AddEntry(h1_WpT_WmToEN_ratio,"WmToEN DetUnfFit Data/MC TruthPost");
pltWpMN_ratio->SetLogx();
pltWmMN_ratio->SetLogx();
pltWpEN_ratio->SetLogx();
pltWmEN_ratio->SetLogx();
pltWpMN_ratio->Draw(myCan,kTRUE,format);
pltWmMN_ratio->Draw(myCan,kTRUE,format);
pltWpEN_ratio->Draw(myCan,kTRUE,format);
pltWmEN_ratio->Draw(myCan,kTRUE,format);
//TFile *RootOut= new TFile("./WpT_PostFSRData_MC_ratio.root","recreate");
TFile *RootOut= new TFile("../RstSelection/WpT_FitDetUnfData_MC_ratio.root","recreate");
h1_WpT_WpToMN_ratio->Write();
h1_WpT_WmToMN_ratio->Write();
h1_WpT_WpToEN_ratio->Write();
h1_WpT_WmToEN_ratio->Write();
RootOut->Close();
Fout.close();
myCan->Clear();
return 0;
}
int create_plots(const char* file = "/home/wagners/acqu/acqu_user/PHYS_CB_2014-06-06_completeSet.root")
{
/* some initial stuff */
const char* suffix = "pdf"; // file format for saving the histograms
gStyle->SetCanvasColor(0);
//gStyle->SetOptStat(0);
// Color used for histograms
Int_t color = TColor::GetColor("#014ED0");
// enum for numbering of different cuts and cut combinations
enum cut {
protE,
copl,
balance,
dAlpha,
missM,
invM,
copl_balance,
balance_missM,
protE_copl,
copl_missM,
missM_invM,
balance_dAlpha,
copl_dAlpha,
protE_copl_balance,
copl_balance_dAlpha,
all,
unknown
};
IntCharMap cuts;
cuts.insert(ICPair(protE, "protE"));
cuts.insert(ICPair(copl, "copl"));
cuts.insert(ICPair(balance, "balance"));
cuts.insert(ICPair(dAlpha, "dAlpha"));
cuts.insert(ICPair(missM, "missM"));
cuts.insert(ICPair(invM, "invM"));
cuts.insert(ICPair(copl_balance, "copl_balance"));
cuts.insert(ICPair(balance_missM, "balance_missM"));
cuts.insert(ICPair(protE_copl, "protE_copl"));
cuts.insert(ICPair(copl_missM, "copl_missM"));
cuts.insert(ICPair(missM_invM, "missM_invM"));
cuts.insert(ICPair(balance_dAlpha, "balance_dAlpha"));
cuts.insert(ICPair(copl_dAlpha, "copl_dAlpha"));
cuts.insert(ICPair(protE_copl_balance, "protE_copl_balance"));
cuts.insert(ICPair(copl_balance_dAlpha, "copl_balance_dAlpha"));
cuts.insert(ICPair(all, "allCuts"));
std::vector<const char*> props;
props.push_back("invM");
props.push_back("missM");
const char* windows[2] = {"prompt", "random"};
// connect to the file to read from
TFile f(file, "READ");
if (!f.IsOpen()) {
printf("Error opening file %s!\n", file);
return 1;
}
printf("Read ");
f.Print();
// load the desired folder from file (not needed in case the EndFileMacro was used)
//TFolder *t = (TFolder*)f.Get("ROOT Memory");
// Get the Prompt-Random-Ratio from the analysed root file
TH1F *h_ratio = (TH1F*)f.FindObjectAny("PHYS_promptRandomRatio");
const double ratio = h_ratio->GetMean();
std::cout << "[INFO] Prompt-Random-Ratio: " << ratio << std::endl;
// declare some temporary used variables
TH1F* h[N_WINDOWS];
char buffer[50];
// create an empty canvas for histogram drawing
TCanvas *c = new TCanvas("c", "plot", 20, 10, 700, 500);
c->SetFillColor(0);
c->SetBorderMode(0);
c->SetBorderSize(2);
//c->SetLogy();
c->SetFrameBorderMode(0);
c->SetLeftMargin(.14);
c->SetRightMargin(.1);
c->SetBottomMargin(.125);
c->SetTopMargin(.05);
for (std::vector<const char*>::iterator it_prop = props.begin(); it_prop != props.end(); ++it_prop) {
for (ICIter it_cut = cuts.begin(); it_cut != cuts.end(); ++it_cut) {
// skip the current combination if the cut contains the current variable, e. g. invM with some cut involving invM
if (strstr(it_cut->second, *it_prop))
continue;
// get prompt and random histograms for every property cut combination
for (unsigned int i = 0; i < N_WINDOWS; i++) {
sprintf(buffer, "%s_%s_%s", *it_prop, it_cut->second, windows[i]);
h[i] = (TH1F*)f.FindObjectAny(buffer);
if (!h[i]) {
std::cout << "[ERROR] Couldn't find histogram " << buffer << std::endl;
exit(1);
}
}
c->Clear();
// subtract to chosen window size normalized random-background from events inside the prompt-window
h[PROMPT]->Add(h[RANDOM], -1*ratio);
prepare_hist(h[PROMPT]);
/* Rebin histogram */
int n = 50;
h[PROMPT]->Rebin(n); // combine n bins => n MeV binning
/*char* label;
if (label)
free(label);
char* label = malloc(strlen("#Events / ") + 5 + strlen(" MeV^{2}") + 1);
//sprintf(label, "%s%.2f%s", "#Events / ", n/1000., " GeV^{2}");
sprintf(label, "%s%d%s", "#Events / ", n, " MeV^{2}");
h->GetYaxis()->SetTitle(label);*/
/* set axes according to plotted values and prepare histogram for saving */
sprintf(buffer, "%s%d%s", "#Events / ", n, " MeV");
h[PROMPT]->GetYaxis()->SetTitle(buffer);
h[PROMPT]->SetLineColor(color);
sprintf(buffer, "%s [MeV]", *it_prop);
h[PROMPT]->GetXaxis()->SetTitle(buffer);
h[PROMPT]->Draw();
sprintf(buffer, "%s_%s.%s", *it_prop, it_cut->second, suffix);
c->Print(buffer);
}
std::cout << "[INFO] Created all random-subtracted plots for " << *it_prop << std::endl;
}
f.Close();
return EXIT_SUCCESS;
}
void
TestSPD(const TString& which, Double_t nVar=2)
{
TFile* file = TFile::Open("forward.root", "READ");
if (!file) return;
Bool_t spd = which.EqualTo("spd", TString::kIgnoreCase);
TList* l = 0;
if (spd) l = static_cast<TList*>(file->Get("CentralSums"));
else l = static_cast<TList*>(file->Get("ForwardSums"));
if (!l) {
Warning("", "%sSums not found", spd ? "Central" : "Forward");
return;
}
TList* ei = static_cast<TList*>(l->FindObject("fmdEventInspector"));
if (!l) {
Warning("", "fmdEventInspector not found");
return;
}
TObject* run = ei->FindObject("runNo");
if (!run)
Warning("", "No run number found");
ULong_t runNo = run ? run->GetUniqueID() : 0;
TH2* h = 0;
if (spd) h = static_cast<TH2*>(l->FindObject("nClusterVsnTracklet"));
else {
TList* den = static_cast<TList*>(l->FindObject("fmdDensityCalculator"));
if (!den) {
Error("", "fmdDensityCalculator not found");
return;
}
TList* rng = static_cast<TList*>(den->FindObject(which));
if (!rng) {
Error("", "%s not found", which.Data());
return;
}
h = static_cast<TH2*>(rng->FindObject("elossVsPoisson"));
}
if (!h) {
Warning("", "%s not found", spd ? nClusterVsnTracklet : "elossVsPoisson");
return;
}
gStyle->SetOptFit(1111);
gStyle->SetOptStat(0);
TCanvas* c = new TCanvas("c", Form("Run %u", runNo));
c->Divide(2,2);
TVirtualPad* p = c->cd(1);
if (spd) {
p->SetLogx();
p->SetLogy();
}
p->SetLogz();
h->Draw("colz");
TObjArray* fits = new TObjArray;
h->FitSlicesY(0, 1, -1, 0, "QN", fits);
TF1* mean = new TF1("mean", "pol1");
TF1* var = new TF1("var", "pol1");
// mean->FixParameter(0, 0);
// var->FixParameter(0, 0);
for (Int_t i = 0; i < 3; i++) {
p = c->cd(2+i);
if (spd) {
p->SetLogx();
p->SetLogy();
}
TH1* hh = static_cast<TH1*>(fits->At(i));
hh->Draw();
if (i == 0) continue;
hh->Fit((i == 1? mean : var), "+Q");
}
TGraphErrors* g1 = new TGraphErrors(h->GetNbinsX());
g1->SetFillColor(kBlue-10);
g1->SetFillStyle(3001);
g1->SetLineStyle(1);
TGraph* u1 = new TGraph(h->GetNbinsX());
TGraph* l1 = new TGraph(h->GetNbinsX());
u1->SetLineColor(kBlue+1);
l1->SetLineColor(kBlue+1);
u1->SetName("u1");
l1->SetName("l1");
TGraphErrors* g2 = new TGraphErrors(h->GetNbinsX());
g2->SetFillColor(kRed-10);
g2->SetFillStyle(3001);
g2->SetLineStyle(2);
TGraph* u2 = new TGraph(h->GetNbinsX());
TGraph* l2 = new TGraph(h->GetNbinsX());
u2->SetLineColor(kRed+1);
l2->SetLineColor(kRed+1);
u2->SetName("u2");
l2->SetName("l2");
for (Int_t i = 1; i <= h->GetNbinsX(); i++) {
Double_t x = hh->GetXaxis()->GetBinCenter(i);
Double_t y = mean->Eval(x);
Double_t e = var->Eval(y);
Double_t e1 = nVar * e;
if (spd) e1 *= TMath::Log10(e);
// Printf("%10e -> %10e +/- %10e", x, y, ee);
g1->SetPoint(i-1, x, y);
g1->SetPointError(i-1, 0, e1);
u1->SetPoint(i-1, x, y+e1);
l1->SetPoint(i-1, x, y-e1);
// Printf("%3d: %f -> %f +/- %f", i, x, y, ee);
Double_t e2 = nVar*0.05*x;
g2->SetPoint(i-1, x, x);
g2->SetPointError(i-1, 0, e2);
u2->SetPoint(i-1, x, x+e2);
l2->SetPoint(i-1, x, x-e2);
}
p = c->cd(1);
c->Clear();
c->cd();
c->SetLogz();
h->Draw("colz");
g1->Draw("3 same");
u1->Draw("l same");
l1->Draw("l same");
g2->Draw("3 same");
u2->Draw("l same");
l2->Draw("l same");
Double_t ly = 0.9;
Double_t dy = 0.06;
TLatex* ltx = new TLatex(0.15, ly, Form("#LTy#GT = %f + %f x",
mean->GetParameter(0),
mean->GetParameter(1)));
ltx->SetNDC();
ltx->SetTextSize(dy);
ltx->SetTextAlign(13);
ltx->Draw();
ly -= dy + 0.01;
ltx->DrawLatex(0.15, ly, Form("#sigma_{y} = %f + %f x",
var->GetParameter(0),
var->GetParameter(1)));
ly -= dy + 0.01;
ltx->DrawLatex(0.15, ly, Form("#delta = %f #sigma %s",
nVar, (spd ? "log_{10}(#sigma" : "")));
}
void startCorrelation(int run,int eventNumber){
//int entry=65000;
char runRootDirectory[FILENAME_MAX];
sprintf(runRootDirectory,"/unix/anita3/flight0809/root/");
char headName[FILENAME_MAX];
char eventName[FILENAME_MAX];
char gpsName[FILENAME_MAX];
RawAnitaEvent *evPtr = 0;
RawAnitaHeader *hdPtr = 0;
Adu5Pat *patPtr =0;
sprintf(headName,"%s/run%d/headFile%d.root",runRootDirectory,run,run);
sprintf(eventName,"%s/run%d/eventFile%d.root",runRootDirectory,run,run);
sprintf(gpsName,"%s/run%d/gpsFile%d.root",runRootDirectory,run,run);
TFile *eventFile = new TFile(eventName);
TFile *headFile = new TFile(headName);
TFile *fpGps = new TFile(gpsName);
if(!fpGps){
std::cout << "no GPS file\n";
return;
}
TTree *adu5PatTree = (TTree*) fpGps->Get("adu5PatTree");
TTree *eventTree = (TTree*)eventFile->Get("eventTree");
TTree *headTree = (TTree*)headFile->Get("headTree");
eventTree->SetBranchAddress("event",&evPtr);
headTree->SetBranchAddress("header",&hdPtr);
headTree->BuildIndex("eventNumber");
adu5PatTree->SetBranchAddress("pat",&patPtr);
adu5PatTree->BuildIndex("realTime");
int entry=headTree->GetEntryNumberWithBestIndex(eventNumber);
eventTree->GetEntry(entry);
headTree->GetEntry(entry);
/*
//for(int phi=0;phi<16;phi++){
while(hdPtr->triggerTimeNs<349.99e6 || hdPtr->triggerTimeNs>350.005e6 || hdPtr->l3TrigPattern==0){
if(lastEvent==hdPtr->eventNumber){
std::cout << "no more entries in run" << std::endl;
return;
}
std::cout << "opened entry " << entry << " (event " << hdPtr->eventNumber << ") with triggerTimeNs " << hdPtr->triggerTimeNs << std::endl;
lastEvent=hdPtr->eventNumber;
entry++;
eventTree->GetEntry(entry);
headTree->GetEntry(entry);
adu5PatTree->GetEntry(entry);
}
//}
*/
std::cout << "opened entry " << entry << " (event " << hdPtr->eventNumber << ") with triggerTimeNs " << hdPtr->triggerTimeNs << std::endl;
//get the pat ptr that corresponds to the timing of the event
Int_t patEntry;
patEntry = adu5PatTree->GetEntryNumberWithBestIndex(hdPtr->realTime);
adu5PatTree->GetEntry(patEntry);
std::cout << patPtr->realTime << " " << hdPtr->realTime << std::endl;
if(patPtr->realTime != hdPtr->realTime){
std:: cout << "pat time doesn't match head time, pat realTime: " << patPtr->realTime << " head realTime: " << hdPtr->realTime << std::endl;
//return;
}
for(int chan=0;chan<90;chan++){
if(evPtr->xMax[chan]>130 || evPtr->xMin[chan]<-130){
saturatedChannel[chan]=1;
std::cout << "saturated " << chan << std::endl;
}
else saturatedChannel[chan]=0;
}
//entry++;
TH2D *crossCorrelation = crossCorrelate(evPtr,hdPtr,patPtr);
sprintf(headName,"crossCorrCan");
TCanvas *crossCorrCan = (TCanvas*)gROOT->FindObject(headName);
if(!crossCorrCan)
crossCorrCan = new TCanvas(headName,headName,800,400);
crossCorrCan->Clear();
//sumCrossCorrs->Draw("aitoff");
crossCorrelation->Draw("colz");
TAxis *phiSectors = new TAxis(16,1,16);
phiSectors->Draw();
//std::cout << "event " << hdPtr->eventNumber << " time " <<
double theta,phi;
getSignalDirection(crossCorrelation,phi,theta);
std::cout << "phi " << phi << " theta " << theta << std::endl;
plotAnitaEventMap(patPtr,phi,theta);
}
void danss_calc_ratio(void)
{
#ifdef STRONG_CUTS
const char fname[] = "danss_report_strong.root";
const char pname[] = "danss_ratio_strong.pdf";
#else
const char fname[] = "danss_report.root";
const char pname[] = "danss_ratio.pdf";
#endif
const struct {
char name[32];
int first;
int last;
} positions[] = {
{ "down_21.04.16", 2307, 2361}, // [0] - 0-
{ "up_22.04.16", 2366, 2387}, // [1] - 0+
{ "down_23.04.16", 2399, 2445}, // [2] - 0-
{ "mid_24.04.16", 2449, 2512},
{ "up_25.04.16", 2514, 2562}, // [4] - 1+
{ "down_26.04.16", 2564, 2609}, // [5] - 1-
{ "mid_27.04.16", 2620, 2685},
{ "up_28.04.16", 2687, 2730}, // [7] - 2+
{ "down_29.04.16", 2733, 2788}, // [8] - 2-
{ "mid_30.04.16", 2791, 2832},
{ "stuck_01.05.16", 2836, 3399},
{ "stuck_10.05.16", 3400, 3788},
{ "up_03.06.16", 4261, 4400}, // [12] - 3+
{ "down_06.06.16", 4403, 4439}, // [13] - 3-
{ "up_08.06.16", 4508, 4601}, // [14] - 3+
{ "raised_30.09.16", 5540, 5807},
{ "raised_04.10.16", 5808, 5903}, // veto corners on
{ "mid_05.10.16", 5907, 5995}, // [17]
{ "up_10.10.16", 6007, 6130}, // [18] - 5+
// { "mid_12.10.16", 6136, 6275},
// { "down_14.10.16", 6278, 6467},
// { "up_17.10.16", 6469, 6570},
// { "mid_21.10.16", 6573, 6582},
// { "down_21.10.16", 6587, 6745},
// { "up_24.10.16", 6757, 6815},
// { "mid_27.10.16", 6842, 6923},
// { "down_28.10.16", 6926, 7095},
{ "up_31.10.16", 7106, 7364}, // [19] - 5+
{ "mid_11.11.16", 7387, 7406}, // [20]
{ "down_11.11.16", 7418, 7458}, // [21] - 5-
{ "up_14.11.16", 7478, 7579}, // [22] - 6+
// { "mid_16.11.16", 7581, 7717},
{ "down_18.11.16", 7727, 7913}, // [23] - 6-
{ "up_21.11.16", 7922, 8042}, // [24] - 7+
{ "mid_23.11.16", 8048, 8179}, // [25]
{ "down_25.11.16", 8185, 8353}, // [26] - 7-
{ "up_28.11.16", 8357, 8430}, // [27] - 8+
{ "mid_01.12.16", 8470, 8571}, // [28]
{ "down_02.12.16", 8574, 8738}, // [29] - 8-
{ "up_05.12.16", 8741, 8869}, // [30] - 8+
{ "mid_07.12.16", 8873, 9009}, // [31]
{ "up_12.12.16", 9012, 9112}, // [32] - 9+
{ "mid_14.12.16", 9116, 9245}, // [33]
{ "down_16.12.16", 9253, 9470}, // [34] - 9-
// { "up_19.12.16", 9475, 9600},
// { "mid_21.12.16", 9603, 9712},
// { "down_23.12.16", 9715, 9869},
// { "up_26.12.16", 9871, 10019}
// { "mid_28.12.16", 10021, 10171},
// { "down_30.12.16", 10175, 10307},
// { "down_02.01.17", 10308, 10356},
// { "down_03.01.17", 10357, 10424},
{ "up_04.01.17", 10433, 10832}, // [35] - 10+
{ "mid_11.01.17", 10834, 10973}, // [36]
{ "down_13.01.17", 10979, 11147}, // [37] - 10-
{ "up_16.01.17", 11150, 11267}, // [38] - 11+
{ "mid_18.01.17", 11271, 11401}, // [39]
{ "down_20.01.17", 11404, 11563}, // [40] - 11-
{ "up_23.01.17", 11570, 11619} // [41] - 11+
};
int i, j;
int N;
TCanvas *cv;
TFile *f;
TH1 *h[sizeof(positions) / sizeof(positions[0])];
TH1 *hSum[12];
TH1 *hRatio[7];
TH1 *hTmp[3];
char str[1024];
TLatex *txt;
double val, err;
TVirtualPad *pd;
const char periods[3][30] = {"April-June", "October-November", "December-January"};
gStyle->SetOptStat(0);
gStyle->SetOptFit(1);
N = sizeof(positions) / sizeof(positions[0]);
cv = new TCanvas("CV", "Results", 2400, 1200);
f = new TFile(fname, "UPDATE");
if (!f->IsOpen()) return;
sprintf(str, "%s[", pname);
cv->Print(str);
txt = new TLatex();
for (i=0; i<N; i++) {
sprintf(str, "%s_hRes", positions[i].name);
h[i] = (TH1 *) f->Get(str);
if (!h[i]) {
printf("%s not found in %s\n", positions[i].name, fname);
return;
}
h[i]->SetBit(TH1::kIsAverage);
}
hSum[0] = (TH1 *) h[0]->Clone("hUp");
hSum[1] = (TH1 *) h[0]->Clone("hDown");
hSum[2] = (TH1 *) h[0]->Clone("hMid");
hSum[3] = (TH1 *) h[0]->Clone("hSum");
hSum[4] = (TH1 *) h[0]->Clone("hSum_first");
hSum[5] = (TH1 *) h[0]->Clone("hSum_last");
hSum[6] = (TH1 *) h[0]->Clone("hUpAprilJune");
hSum[7] = (TH1 *) h[0]->Clone("hDownAprilJune");
hSum[8] = (TH1 *) h[0]->Clone("hUpOctoberNovember");
hSum[9] = (TH1 *) h[0]->Clone("hDownOctoberNovember");
hSum[10] = (TH1 *) h[0]->Clone("hUpDecemberJanuary");
hSum[11] = (TH1 *) h[0]->Clone("hDownDecemberJanuary");
hRatio[0] = (TH1 *) h[0]->Clone("hRatio");
hRatio[1] = (TH1 *) h[0]->Clone("hMix");
hRatio[2] = (TH1 *) h[0]->Clone("hRatio2");
hRatio[3] = (TH1 *) h[0]->Clone("hRatioMidUp");
hRatio[4] = (TH1 *) h[0]->Clone("hRatioAprilJune");
hRatio[5] = (TH1 *) h[0]->Clone("hRatioOctoberNovember");
hRatio[6] = (TH1 *) h[0]->Clone("hRatioDecemberJanuary");
hTmp[0] = (TH1 *) h[0]->Clone("hTmpUp");
hTmp[1] = (TH1 *) h[0]->Clone("hTmpDown");
hTmp[2] = (TH1 *) h[0]->Clone("hTmpRatio");
for (i=0; i<12; i++) hSum[i]->Reset();
for (i=0; i<12; i++) hSum[i]->SetLineWidth(2);
for (i=0; i<N; i++) {
switch (positions[i].name[0]) {
case 'u' : j = 0; break;
case 'd' : j = 1; break;
case 'm' : j = 2; break;
default : j = -1; break;
}
if (j >= 0) hSum[j]->Add(h[i]);
hSum[(i < N/2) ? 4 : 5]->Add(h[i]);
hSum[3]->Add(h[i]);
}
// for (i=0; i<3; i++) hSum[3]->Add(hSum[i]);
hRatio[0]->Divide(hSum[1], hSum[0]);
hRatio[1]->Divide(hSum[5], hSum[4]);
hRatio[3]->Divide(hSum[2], hSum[0]);
// Ratio from short ratios
hRatio[2]->Reset();
hRatio[2]->SetBit(TH1::kIsAverage);
// 0+2 / 1
hTmp[0]->Add(h[0], h[2]);
hTmp[2]->Divide(hTmp[0], h[1]);
hRatio[2]->Add(hTmp[2]);
// 5 / 4
hTmp[2]->Divide(h[5], h[4]);
hRatio[2]->Add(hTmp[2]);
// 8 / 7
hTmp[2]->Divide(h[8], h[7]);
hRatio[2]->Add(hTmp[2]);
// 13 / 12 + 14
hTmp[0]->Add(h[12], h[14]);
hTmp[2]->Divide(h[13], hTmp[0]);
hRatio[2]->Add(hTmp[2]);
// 21 / 18+19
hTmp[0]->Add(h[18], h[19]);
hTmp[2]->Divide(h[21], hTmp[0]);
hRatio[2]->Add(hTmp[2]);
// 23 / 22
hTmp[2]->Divide(h[23], h[22]);
hRatio[2]->Add(hTmp[2]);
// 26 / 24
hTmp[2]->Divide(h[26], h[24]);
hRatio[2]->Add(hTmp[2]);
// 29 / 27 + 30
hTmp[0]->Add(h[27], h[30]);
hTmp[2]->Divide(h[29], hTmp[0]);
hRatio[2]->Add(hTmp[2]);
// 34 / 32
hTmp[2]->Divide(h[34], h[32]);
hRatio[2]->Add(hTmp[2]);
// 37 / 35
hTmp[2]->Divide(h[37], h[35]);
hRatio[2]->Add(hTmp[2]);
// 40 / 38 + 41
hTmp[0]->Add(h[38], h[41]);
hTmp[2]->Divide(h[40], hTmp[0]);
hRatio[2]->Add(hTmp[2]);
// AprilJune (0 + 2 + 5 + 8 + 13) / (1 + 4 + 7 + 12 + 14)
hSum[6]->Add(h[1]);
hSum[6]->Add(h[4]);
hSum[6]->Add(h[7]);
hSum[6]->Add(h[12]);
hSum[6]->Add(h[14]);
hSum[7]->Add(h[0]);
hSum[7]->Add(h[2]);
hSum[7]->Add(h[5]);
hSum[7]->Add(h[8]);
hSum[7]->Add(h[13]);
hRatio[4]->Divide(hSum[7], hSum[6]);
// OctoberNovember (21 + 23 + 26 + 29) / (18 + 19 + 22 + 24 + 27 + 30)
hSum[8]->Add(h[18]);
hSum[8]->Add(h[19]);
hSum[8]->Add(h[22]);
hSum[8]->Add(h[24]);
hSum[8]->Add(h[27]);
hSum[8]->Add(h[30]);
hSum[9]->Add(h[21]);
hSum[9]->Add(h[23]);
hSum[9]->Add(h[26]);
hSum[9]->Add(h[29]);
hRatio[5]->Divide(hSum[9], hSum[8]);
// DecemberJanuary (34 + 37 + 40) / (32 + 35 + 38 + 41)
hSum[10]->Add(h[32]);
hSum[10]->Add(h[35]);
hSum[10]->Add(h[38]);
hSum[10]->Add(h[41]);
hSum[11]->Add(h[34]);
hSum[11]->Add(h[37]);
hSum[11]->Add(h[40]);
hRatio[6]->Divide(hSum[11], hSum[10]);
cv->Divide(2, 1);
pd = cv->cd(1);
pd->Divide(1, 2);
pd->cd(1);
hSum[0]->SetTitle("Up - Middle - Down;MeV;mHz");
hSum[0]->SetLineColor(kRed);
hSum[2]->SetLineColor(kGreen);
hSum[1]->SetLineColor(kBlue);
for (i=0; i<4; i++) hSum[i]->SetLineWidth(2);
hSum[0]->Draw();
hSum[2]->Draw("same");
hSum[1]->Draw("same");
val = hSum[0]->IntegralAndError(1, 35, err);
sprintf(str, "Up = %5.2f+-%4.2f", val, err);
txt->SetTextColor(kRed);
txt->DrawTextNDC(0.4, 0.85, str);
val = hSum[2]->IntegralAndError(1, 35, err);
sprintf(str, "Mid = %5.2f+-%4.2f", val, err);
txt->SetTextColor(kGreen);
txt->DrawTextNDC(0.4, 0.8, str);
val = hSum[1]->IntegralAndError(1, 35, err);
sprintf(str, "Down = %5.2f+-%4.2f", val, err);
txt->SetTextColor(kBlue);
txt->DrawTextNDC(0.4, 0.75, str);
pd->cd(2);
hSum[3]->SetTitle("Average of all positions;MeV;mHz");
hSum[3]->SetLineColor(kBlack);
hSum[3]->Draw();
val = hSum[3]->IntegralAndError(1, 35, err);
sprintf(str, "Avr = %5.2f+-%4.2f", val, err);
txt->SetTextColor(kBlack);
txt->DrawTextNDC(0.4, 0.8, str);
pd = cv->cd(2);
pd->Divide(1, 4);
pd->cd(1);
hRatio[0]->SetTitle("Down/Up all by all;MeV;");
hRatio[0]->SetLineColor(kBlack);
hRatio[0]->SetLineWidth(2);
hRatio[0]->SetMinimum(0.5);
hRatio[0]->SetMaximum(1.0);
hRatio[0]->Fit("pol0", "", "", 1, 7);
pd->cd(2);
hRatio[2]->SetTitle("Down/Up pair by pair;MeV;");
hRatio[2]->SetLineColor(kBlack);
hRatio[2]->SetLineWidth(2);
hRatio[2]->SetMinimum(0.5);
hRatio[2]->SetMaximum(1.0);
hRatio[2]->Fit("pol0", "", "", 1, 7);
pd->cd(3);
hRatio[3]->SetTitle("Mid/Up all by all;MeV;");
hRatio[3]->SetLineColor(kBlack);
hRatio[3]->SetLineWidth(2);
hRatio[3]->SetMinimum(0.65);
hRatio[3]->SetMaximum(1.15);
hRatio[3]->Fit("pol0", "", "", 1, 7);
pd->cd(4);
hRatio[1]->SetTitle("First half/Last half;MeV;");
hRatio[1]->SetLineColor(kBlack);
hRatio[1]->SetLineWidth(2);
hRatio[1]->SetMinimum(0.75);
hRatio[1]->SetMaximum(1.25);
hRatio[1]->Fit("pol0", "", "", 1, 7);
cv->Update();
cv->Print(pname);
cv->Clear();
cv->Divide(2, 2);
for (i=0; i<3; i++) {
cv->cd(i+1);
sprintf(str, "Down/Up all by all for %s;MeV;", periods[i]);
hRatio[4+i]->SetTitle(str);
hRatio[4+i]->SetLineColor(kBlack);
hRatio[4+i]->SetLineWidth(2);
hRatio[4+i]->SetMinimum(0.5);
hRatio[4+i]->SetMaximum(1.0);
hRatio[4+i]->Fit("pol0", "", "", 1, 7);
}
cv->Update();
cv->Print(pname);
sprintf(str, "%s]", pname);
cv->Print(str);
for (i=0; i<12; i++) hSum[i]->Write();
for (i=0; i<7; i++) hRatio[i]->Write();
f->Close();
delete cv;
}
TObjArray getDistributionFromPlotter(TString plot,TString baseURL="~/scratch0/top-nosyst/plotter.root")
{
using namespace std;
setStyle();
//the relevant processes
TString procs[]={"Di-bosons","Single top", "W+jets", "Z-#gamma^{*}+jets#rightarrow ll", "other t#bar{t}", "t#bar{t} dileptons", "data"};
const size_t nprocs=sizeof(procs)/sizeof(TString);
//containers for the histos
TList *data = new TList;
TH1F *totalData=0;
TList *mc = new TList;
TH1F *totalMC=0;
TH1F *ttbarMC=0;
TList *spimpose = new TList;
//open file with histograms
TFile *f=TFile::Open(baseURL);
for(size_t iproc=0; iproc<nprocs; iproc++)
{
TH1F *histo = (TH1F *) f->Get(procs[iproc]+"/"+plot);
if(histo==0) { cout << "[Warning] " << plot << " not found for " << procs[iproc] << " ...skipping" << endl; continue; }
histo->SetDirectory(0);
if(procs[iproc].Contains("data"))
{
data->Add(histo);
if(totalData==0) { totalData = (TH1F *) histo->Clone(plot+"totaldata"); totalData->SetDirectory(0); }
else { totalData->Add(histo); }
}
else
{
mc->Add(histo);
if(totalMC==0) { totalMC = (TH1F *) histo->Clone(plot+"totalmc"); totalMC->SetDirectory(0); }
else { totalMC->Add(histo); }
if(procs[iproc]=="t#bar{t} dileptons") { ttbarMC = (TH1F *)histo->Clone(plot+"ttbar"); ttbarMC->SetDirectory(0); }
}
}
f->Close();
cout << "Drawing now" << endl;
//draw
TCanvas *cnv = getNewCanvas(plot+"c",plot+"c",false);
cnv->Clear();
cnv->SetWindowSize(600,600);
cnv->cd();
TLegend *leg=showPlotsAndMCtoDataComparison(cnv,*mc,*spimpose,*data,false);
formatForCmsPublic(cnv,leg,"CMS preliminary", 4);
cnv->SaveAs(plot+".C");
cout << "Stat comparison for " << plot << endl
<< "Sample \t Average \t\t RMS " << endl
<< "----------------------------------------" << endl;
if(totalData) cout << "Data \t " << totalData->GetMean() << " +/- " << totalData->GetMeanError() << " \t " << totalData->GetRMS() << " +/- " << totalData->GetRMSError() << endl;
if(totalMC) cout << "MC \t " << totalMC->GetMean() << " +/- " << totalMC->GetMeanError() << " \t " << totalMC->GetRMS() << " +/- " << totalMC->GetRMSError() << endl;
if(ttbarMC) cout << "Signal \t " << ttbarMC->GetMean() << " +/- " << ttbarMC->GetMeanError() << " \t " << ttbarMC->GetRMS() << " +/- " << ttbarMC->GetRMSError() << endl;
TObjArray res;
res.Add(totalData);
res.Add(totalMC);
res.Add(ttbarMC);
res.Add(mc);
return res;
}
TCanvas *PlotDataMCs(TChain *data, std::vector<TChain *> mc_vec, TString branchname, TString binning,
TString category, TString selection,
TString dataLabel, std::vector<TString> mcLabel_vec, TString xLabel, TString yLabelUnit, TString outputPath, TString label4Print,
bool logy=false, bool usePU=true, bool ratio=true,bool smear=false, bool scale=false, bool useR9Weight=false, TString pdfIndex=""){
std::cout<<"Using macro/PlotDataMC.C:: PlotDataMCs"<<std::endl;
TStopwatch watch;
watch.Start();
//gStyle->SetOptStat(11);
int nHist= mc_vec.size();
int colors[4]={kRed,kGreen,kBlue,kCyan};
int fillstyle[4]={0,0,0,0}; //3003,3004,3005,3006};
if(nHist>4) return NULL;
TString yLabel;
TCanvas *c = new TCanvas("c","");
TPad * pad1 = new TPad("pad1", "pad1",0.01,0.13,0.75,1.);
TPad * pad2 = new TPad("pad2", "pad2",0.01,0.001,0.75,0.2);
TPad * pad3 = new TPad("pad3", "pad3",0.68,0.001,1.,0.2);
pad1->SetRightMargin(0.1);
pad1->SetLogy();
pad1->Draw();
pad1->cd();
pad2->SetGrid();
pad2->SetBottomMargin(0.4);
pad2->SetRightMargin(0.1);
pad2->Draw();
pad2->cd();
pad3->SetGrid();
//pad2->SetTopMargin(0.01);
pad3->SetBottomMargin(0.4);
pad3->SetRightMargin(0.1);
pad3->Draw();
pad3->cd();
pad1->cd();
TString branchNameData=branchname;
TString branchNameMC=branchname;
ElectronCategory_class cutter;
data->SetBranchStatus("*",0);
std::set<TString> branchList = cutter.GetBranchNameNtuple(category);
for(std::set<TString>::const_iterator itr = branchList.begin();
itr != branchList.end();
itr++){
std::cout << "[STATUS] Enabling branch: " << *itr << std::endl;
data->SetBranchStatus(*itr, 1);
}
data->SetBranchStatus(branchname, 1);
data->SetBranchStatus("scaleEle", 1);
if(branchNameData.Contains("energySCEle_regrCorrSemiParV5_pho")) cutter.energyBranchName="energySCEle_regrCorrSemiParV5_pho";
else if(branchNameData.Contains("energySCEle_regrCorrSemiParV5_ele")) cutter.energyBranchName="energySCEle_regrCorrSemiParV5_ele";
else if (branchNameData.Contains("energySCEle")) cutter.energyBranchName="energySCEle";
TCut selection_data="";
if(category.Sizeof()>1) selection_data = cutter.GetCut(category, false,0,scale);
selection_data+=selection;
TCut selection_MC="";
if(category.Sizeof()>1) selection_MC = cutter.GetCut(category, false,0);
selection_MC+=selection;
if(smear){
std::cout<<"Apply smear to the MC"<<std::endl;
branchNameMC.ReplaceAll("invMass_SC_corr","(invMass_SC_corr*sqrt(smearEle[0]*smearEle[1]))");
branchNameMC.ReplaceAll("invMass_SC_regrCorr_pho","(invMass_SC_regrCorr_pho*sqrt(smearEle[0]*smearEle[1]))");
branchNameMC.ReplaceAll("invMass_SC_regrCorrSemiParV5_pho","(invMass_SC_regrCorrSemiParV5_pho*sqrt(smearEle[0]*smearEle[1]))");
branchNameMC.ReplaceAll("energySCEle_regrCorr_pho","(energySCEle_regrCorr_pho*smearEle) ");
branchNameMC.ReplaceAll("energySCEle_corr[0]","(energySCEle_corr[0]*smearEle[0])");
branchNameMC.ReplaceAll("energySCEle_corr[1]","(energySCEle_corr[1]*smearEle[1])");
branchNameMC.ReplaceAll("energySCEle_regrCorr_pho[0]","(energySCEle_regrCorr_pho[0]*smearEle[0])");
branchNameMC.ReplaceAll("energySCEle_regrCorr_pho[1]","(energySCEle_regrCorr_pho[1]*smearEle[1])");
branchNameMC.ReplaceAll("energySCEle_regrCorrSemiParV5_ele[0]","(energySCEle_regrCorrSemiParV5_ele[0]*smearEle[0])");
branchNameMC.ReplaceAll("energySCEle_regrCorrSemiParV5_ele[1]","(energySCEle_regrCorrSemiParV5_ele[1]*smearEle[1])");
if(!branchNameMC.Contains("smear")) branchNameMC.ReplaceAll("energySCEle_regrCorrSemiParV5_ele","(energySCEle_regrCorrSemiParV5_ele*smearEle)");
}
if(scale){
std::cout << "Apply scale to the data" << std::endl;
branchNameData.ReplaceAll("invMass_SC_corr","(invMass_SC_corr*sqrt(scaleEle[0]*scaleEle[1]))");
branchNameData.ReplaceAll("invMass_SC_regrCorr_pho","(invMass_SC_regrCorr_pho*sqrt(scaleEle[0]*scaleEle[1]))");
branchNameData.ReplaceAll("invMass_SC_regrCorrSemiParV5_pho","(invMass_SC_regrCorrSemiParV5_pho*sqrt(scaleEle[0]*scaleEle[1]))");
branchNameData.ReplaceAll("energySCEle_regrCorrSemiParV5_pho ","(energySCEle_regrCorrSemiParV5_pho*scaleEle)");
branchNameData.ReplaceAll("energySCEle_corr[0]","(energySCEle_corr*scaleEle[0])");
branchNameData.ReplaceAll("energySCEle_corr[1]","(energySCEle_corr*scaleEle[1])");
branchNameData.ReplaceAll("energySCEle_regrCorrSemiParV5_pho[0]","(energySCEle_regrCorrSemiParV5_pho[0]*scaleEle[0])");
branchNameData.ReplaceAll("energySCEle_regrCorrSemiParV5_pho[1]","(energySCEle_regrCorrSemiParV5_pho[1]*scaleEle[1])");
branchNameData.ReplaceAll("energySCEle_regrCorrSemiParV5_ele[0]","(energySCEle_regrCorrSemiParV5_ele[0]*scaleEle[0])");
branchNameData.ReplaceAll("energySCEle_regrCorrSemiParV5_ele[1]","(energySCEle_regrCorrSemiParV5_ele[1]*scaleEle[1])");
if(!branchNameData.Contains("scale")) branchNameData.ReplaceAll("energySCEle_regrCorrSemiParV5_ele","(energySCEle_regrCorrSemiParV5_ele*scaleEle)");
}
std::cout <<"For data you are plotting: "<<branchNameData <<std::endl;
std::cout <<"For MC your are plotting: " << branchNameMC << std::endl;
std::cout << "Selection for data is "<<selection_data<<std::endl;
std::cout << "binning is "<<binning<<std::endl;
// Draw histograms
data->Draw(branchNameData+">>data_hist"+binning, selection_data);
if(nHist > 0){//for MC
for(std::vector<TChain *>::const_iterator mc_itr = mc_vec.begin();
mc_itr != mc_vec.end();
mc_itr++){
TChain *mc = *mc_itr;
mc->SetBranchStatus("*",0);
for(std::set<TString>::const_iterator itr = branchList.begin();
itr != branchList.end();
itr++){
//std::cout << "[STATUS] Enabling branch: " << *itr << std::endl;
mc->SetBranchStatus(*itr, 1);
}
mc->SetBranchStatus(branchname, 1);
mc->SetBranchStatus("smearEle", 1);
mc->SetBranchStatus("puWeight",1);
mc->SetBranchStatus("mcGenWeight", 1);
mc->SetBranchStatus("r9Weight", 1);
TString mcHistName; mcHistName+="hist_"; mcHistName+=mc_itr-mc_vec.begin();//better for .C generation
//TString mcHistName; mcHistName+=mc_itr-mc_vec.begin(); mcHistName+="_hist";//better for .C generation
//decide this for MC
//TString weights="mcGenWeight";
//if(pdfIndex!="") weights+="*(pdfWeights_cteq66["+pdfIndex+"]/pdfWeights_cteq66[0])";
//if(usePU) weights+="*puWeight";
//if(useR9Weight) weights+="*r9Weight";
//std::cout<<"Complete selection for MC is "<<selection_MC *weights.Data()<<std::endl;
//mc->Draw(branchNameMC+">>"+mcHistName+binning, selection_MC *weights.Data());
mc->Draw(branchNameMC+">>"+mcHistName+binning, selection_MC);
}
}
c->Clear();
TLegend *leg = new TLegend(0.5,0.7,0.7,0.85);
leg->SetBorderSize(1);
leg->SetFillColor(0);
leg->SetTextSize(0.04);
// if(dataLabel !="" && mcLabel !="") leg->Draw();
// //c->GetListOfPrimitives()->Add(leg,"");
TH1F *d = (TH1F *) gROOT->FindObject("data_hist");
if(dataLabel !="") leg->AddEntry(d,dataLabel,"p");
d->SetStats(0);
d->SetTitle("");
d->SetMarkerStyle(20);
d->SetMarkerSize(1);
if(d->GetEntries()==0 || d->Integral()==0){
//d=(TH1F *) gROOT->FindObject("0_hist");
d=(TH1F *) gROOT->FindObject("hist_0");
d->SetMarkerSize(0);
}
//d->SaveAs("tmp/d_hist.root");
//s->SaveAs("tmp/s_hist.root");
yLabel.Form("Events /(%.2f %s)", d->GetBinWidth(2), yLabelUnit.Data());
std::cout << "nEvents data: " << d->Integral() << "\t" << d->GetEntries() << std::endl;
std::cout << "Now normalizing data to 1: "<<std::endl;
std::cout << "80 is in bin "<<d->FindBin(80)<<std::endl;
std::cout << "100 is in bin "<<d->FindBin(100)<<std::endl;
std::cout << "d integral is "<<d->Integral()<<std::endl;
std::cout << "d integral(1,100) is "<<d->Integral(1,100)<<std::endl;
d->Scale(1./d->Integral());
float max = 0;
max=1.2*d->GetMaximum();
std::cout << "max = " << max << std::endl;
d->GetYaxis()->SetTitle(yLabel);
d->GetXaxis()->SetTitle(xLabel);
if(logy){
max*=10;
d->GetYaxis()->SetRangeUser(0.1,max);
c->SetLogy();
} else {
d->GetYaxis()->SetRangeUser(0,max);
}
for(int i=0; i < nHist; i++){
//TString mcHistName; mcHistName+=i; mcHistName+="_hist";
TString mcHistName; mcHistName+="hist_";mcHistName+=i;
TH1F *s = (TH1F *) gROOT->FindObject(mcHistName);
s->SetStats(0);
s->SetTitle("");
if(s==NULL) continue;
std::cout << "nEvents signal: " << s->Integral() << "\t" << s->GetEntries() << std::endl;
if(d->Integral()==0 && s->Integral()==0){
delete c;
return NULL;
}
if(logy){
s->GetYaxis()->SetRangeUser(0.1,max);
} else {
s->GetYaxis()->SetRangeUser(0,max);
}
s->GetYaxis()->SetTitle(yLabel);
s->GetXaxis()->SetTitle(xLabel);
s->SetMarkerStyle(20);
s->SetMarkerSize(1);
s->SetMarkerColor(colors[i]);
s->SetFillStyle(fillstyle[i]);
s->SetFillColor(colors[i]);
s->SetLineColor(colors[i]);
s->SetLineWidth(2);
TH1F* s_norm = NULL;
if(i==0) s_norm = (TH1F *) (s->DrawNormalized("hist", d->Integral()));
else s_norm = (TH1F *) (s->DrawNormalized("hist same", d->Integral()));
if(logy){
//d_norm->GetYaxis()->SetRangeUser(0.1,max);
s_norm->GetYaxis()->SetRangeUser(0.1,max);
} else {
//d_norm->GetYaxis()->SetRangeUser(0,max);
s_norm->GetYaxis()->SetRangeUser(0,max);
}
if(mcLabel_vec[i] !="") leg->AddEntry(s,mcLabel_vec[i], "lf");
// TH1F *sRatio = (TH1F *) s->Clone(mcHistName+"_ratio");
// sRatio->Divide(d);
// if(ratio){
// pad2->cd();
// if(i==0) sRatio->Draw();
// else sRatio->Draw("same");
// }
// pad1->cd();
}
//TH1F* d_norm = s_norm;
//if(d!=s) d_norm = (TH1F *) (d->DrawNormalized("p same", d->Integral()));
std::cout<<"After normalization "<<std::endl;
//std::cout<<"s_norm" <<s_norm->Integral()<<std::endl;
std::cout<<"data Integral " <<d->Integral()<<std::endl;
if(nHist>0) d->Draw("p same");
else d->Draw("p");
// std::cout << "Variable & Data & Simulation \\" << std::endl;
// std::cout << "Mean & " << d->GetMean() << " " << d->GetMeanError()
// << " & " << s_norm->GetMean() << " " << s_norm->GetMeanError() << " \\" << std::endl;
// std::cout << "Std. dev. & " << d->GetRMS() << " " << d->GetRMSError()
// << " & " << s_norm->GetRMS() << " " << s_norm->GetRMSError() << " \\" << std::endl;
// std::cout << "\\hline" << std::endl;
// std::cout << "$\\Chi^2$ " << d->Chi2Test(s_norm, "UW CHI2/NDF NORM") << std::endl;
if(mcLabel_vec.size()!=0) leg->Draw();
TPaveText *pv = new TPaveText(0.25,0.95,0.65,1,"NDC");
pv->AddText("CMS Preliminary 2016");
pv->SetFillColor(0);
pv->SetBorderSize(0);
pv->Draw();
watch.Stop();
watch.Print();
c->SaveAs(outputPath+label4Print+".png","png");
c->SaveAs(outputPath+label4Print+".pdf","pdf");
c->SaveAs(outputPath+label4Print+".eps","eps");
c->SaveAs(outputPath+label4Print+".C","C");
return c;
}
void plotpurity()
{
Bool_t dolines = kFALSE;
//Bool_t dolines = kTRUE;
TString lines = "";
TString xn = "";
//TString xn = "_onlyQCD";
//TString xn = "_onlyGJ";
//TString xn = "_denominator";
if(dolines){lines="/lines";}
std::vector<TString> rebins;
rebins.push_back("");
// rebins.push_back("rebin1");
// rebins.push_back("rebin2");
// rebins.push_back("rebin3");
// rebins.push_back("rebin4");
// rebins.push_back("rebin5");
std::vector<TString> ptranges;
// ptranges.push_back("90to120");
// ptranges.push_back("120to155");
// ptranges.push_back("155to175");
ptranges.push_back("175to190");
ptranges.push_back("190to250");
ptranges.push_back("250to400");
ptranges.push_back("400to700");
ptranges.push_back("700to1000");
ptranges.push_back("175to1000");
//ptranges.push_back("250to1000");
//ptranges.push_back("400to1000");
std::vector<TString> isovars;
//isovars.push_back("wchiso");
isovars.push_back("chiso");
// isovars.push_back("sieieF5x5");
// isovars.push_back("sieipF5x5");
// isovars.push_back("sipipF5x5");
// isovars.push_back("rho");
// isovars.push_back("nVtx");
// isovars.push_back("phoet");
// isovars.push_back("pfMET");
std::vector<TString> cuts;
cuts.push_back("a_idnc");
cuts.push_back("b_idnc_mL30");
cuts.push_back("c_idnc_trig");
cuts.push_back("d_idnc_mL30_trig");
cuts.push_back("e_idnc_t175");
cuts.push_back("f_idnc_mL30_t175");
cuts.push_back("g_idnc_t250");
cuts.push_back("h_idnc_mL30_t250");
cuts.push_back("i_idnc_mL30_allt");
// cuts.push_back("oldj");
TString inpath = "/afs/hep.wisc.edu/cms/tperry/LoneG_slc6_491_CMSSW_7_4_14/src/LoneGamma/qcdStudy/gitignore/Lire/analyzed";
TString outpath = "/afs/hep.wisc.edu/cms/tperry/LoneG_slc6_491_CMSSW_7_4_14/src/LoneGamma/qcdStudy/gitignore/Lire/plots";
TString wwwpath = "/afs/hep.wisc.edu/home/tperry/www/MonoPhoton/qcdPlots/Lire/purity";
TString inname_GJ = inpath+"/purity_GJets_Merged.root";
TString inname_QCD = inpath+"/purity_QCD_Merged.root";
// TString inname_GJ = inpath+"/purity_mrg4bins_GJets.root";
// TString inname_QCD = inpath+"/purity_mrg4bins_QCD.root";
//TString inname_GJ = inpath+"/purity_mrg3bins_GJets.root";
//TString inname_QCD = inpath+"/purity_mrg3bins_QCD.root";
TFile *infile_GJ = new TFile(inname_GJ);
TFile *infile_QCD = new TFile(inname_QCD);
ofstream log;
ofstream log_latex;
log.open (outpath+"/Purity_log"+xn+".txt");
log_latex.open (outpath+"/Purity_log_latex"+xn+".txt");
Int_t fillcolor = 3;
gStyle->SetOptStat(0);
gStyle->SetOptTitle(0);
gStyle->SetFrameLineWidth(3);
gStyle->SetLineWidth(2);
TCanvas* canvas = new TCanvas("canvas","canvas",900,100,500,500);
gStyle->SetOptStat(0);
gPad->SetTickx();
gPad->SetTicky();
gStyle->SetLineWidth(3);
TText* title = new TText(1,1,"") ;
title->SetTextSize(0.07);
title->SetTextColor(kBlack);
title->SetTextAlign(13);
title->SetTextFont(62);
TText* extra = new TText(1,1,"") ;
extra->SetTextSize(0.05);
extra->SetTextColor(kBlack);
extra->SetTextAlign(13);
extra->SetTextFont(52);
TText* lumi = new TText(1,1,"") ;
lumi->SetTextSize(0.05);
lumi->SetTextColor(kBlack);
lumi->SetTextAlign(31);
lumi->SetTextFont(42);
int c_sig = 4;
int c_bkg = 2;
int c_den = 8;
int ls_cmb = 1;
int ls_gj = 2;
int ls_qcd = 3;
//for(std::vector<TString>::iterator it = ptranges.begin(); it != ptranges.end(); ++it) {
for(unsigned i=0; i<ptranges.size(); i++) {
for(unsigned j=0; j<isovars.size(); j++) {
for(unsigned k=0; k<cuts.size(); k++) {
for(unsigned l=0; l<rebins.size(); l++) {
TString ptrange = ptranges.at(i);
TString isovar = isovars.at(j);
TString cut = cuts.at(k);
TString rebin = rebins.at(l);
TString cutname;
if(cut=="idnc"){cutname="ID";}
if(cut=="idnc_mL30"){cutname="ID+MET";}
if(cut=="idnc_trig"){cutname="ID+Trigger";}
if(cut=="idnc_mL30_trig"){cutname="ID+MET+Trigger";}
TString bwidth;
if(rebin=="rebin1"){bwidth="width=0.5";}
if(rebin=="rebin2"){bwidth="width=1.0";}
if(rebin=="rebin3"){bwidth="width=1.5";}
if(rebin=="rebin4"){bwidth="width=2.0";}
if(rebin=="rebin5"){bwidth="width=2.5";}
std::cout<<boost::format("%8s %15s %7s %7s ") % ptrange % cut % isovar % rebin<<std::endl;
//Signal purity
TH1F* h_Nsig_GJ = (TH1F*)infile_GJ->Get("h_Nsig_"+isovar+"_"+ptrange+"_"+cut);
TH1F* h_Nsig_QCD = (TH1F*)infile_QCD->Get("h_Nsig_"+isovar+"_"+ptrange+"_"+cut);
h_Nsig_GJ->Rebin(3); h_Nsig_QCD->Rebin(3); //h_Nsig_GJ->Rebin(l+1); h_Nsig_QCD->Rebin(l+1);
//TH1F* h_Nsig = (TH1F*)h_Nsig_QCD->Clone("h_Nsig");
TH1F* h_Nsig = (TH1F*)h_Nsig_GJ->Clone("h_Nsig");
h_Nsig->Add(h_Nsig_QCD);
h_Nsig->SetLineColor(c_sig); h_Nsig_GJ->SetLineColor(c_sig); h_Nsig_QCD->SetLineColor(c_sig);
h_Nsig->SetLineStyle(ls_cmb); h_Nsig_GJ->SetLineStyle(ls_gj); h_Nsig_QCD->SetLineStyle(ls_qcd);
h_Nsig->SetLineWidth(2); h_Nsig_GJ->SetLineWidth(2); h_Nsig_QCD->SetLineWidth(2);
//Background purity
TH1F* h_Nbkg_GJ = (TH1F*)infile_GJ->Get("h_Nbkg_"+isovar+"_"+ptrange+"_"+cut);
TH1F* h_Nbkg_QCD = (TH1F*)infile_QCD->Get("h_Nbkg_"+isovar+"_"+ptrange+"_"+cut);
h_Nbkg_GJ->Rebin(3); h_Nbkg_QCD->Rebin(3);
//TH1F* h_Nbkg = (TH1F*)h_Nbkg_QCD->Clone("h_Nbkg");
TH1F* h_Nbkg = (TH1F*)h_Nbkg_GJ->Clone("h_Nbkg");
h_Nbkg->Add(h_Nbkg_QCD);
h_Nbkg->SetLineColor(c_bkg); h_Nbkg_GJ->SetLineColor(c_bkg); h_Nbkg_QCD->SetLineColor(c_bkg);
h_Nbkg->SetLineStyle(ls_cmb); h_Nbkg_GJ->SetLineStyle(ls_gj); h_Nbkg_QCD->SetLineStyle(ls_qcd);
h_Nbkg->SetLineWidth(2); h_Nbkg_GJ->SetLineWidth(2); h_Nbkg_QCD->SetLineWidth(2);
//Denominator
TH1F* h_Deno_GJ = (TH1F*)h_Nsig_GJ->Clone("h_Deno_GJ");
h_Deno_GJ->Add(h_Nbkg_GJ);
TH1F* h_Deno_QCD = (TH1F*)h_Nsig_QCD->Clone("h_Deno_QCD");
h_Deno_QCD->Add(h_Nbkg_QCD);
// TH1F* h_Deno_GJ = (TH1F*)infile_GJ->Get("h_Deno_"+isovar+"_"+ptrange+"_"+cut);
// TH1F* h_Deno_QCD = (TH1F*)infile_QCD->Get("h_Deno_"+isovar+"_"+ptrange+"_"+cut);
// h_Deno_GJ->Rebin(3); h_Deno_QCD->Rebin(3);
// //TH1F* h_Deno = (TH1F*)h_Deno_QCD->Clone("h_Deno");
TH1F* h_Deno = (TH1F*)h_Deno_GJ->Clone("h_Deno");
h_Deno->Add(h_Deno_QCD);
h_Deno->SetLineColor(c_den); h_Deno_GJ->SetLineColor(c_den); h_Deno_QCD->SetLineColor(c_den);
h_Deno->SetLineStyle(ls_cmb); h_Deno_GJ->SetLineStyle(ls_gj); h_Deno_QCD->SetLineStyle(ls_qcd);
h_Deno->SetLineWidth(1); h_Deno_GJ->SetLineWidth(1); h_Deno_QCD->SetLineWidth(1);
// should probably add these as last bin..
h_Nsig->ClearUnderflowAndOverflow();
h_Nbkg->ClearUnderflowAndOverflow();
h_Deno->ClearUnderflowAndOverflow();
//Define purity
TGraphAsymmErrors *purity_signal = new TGraphAsymmErrors(h_Nsig,h_Deno,"n");
purity_signal->SetLineWidth(2);
purity_signal->SetLineColor(4);
purity_signal->SetMarkerColor(4);
purity_signal->SetMarkerStyle(20);
TGraphAsymmErrors *purity_background = new TGraphAsymmErrors(h_Nbkg,h_Deno,"n");
purity_background->SetLineWidth(2);
purity_background->SetLineColor(2);
purity_background->SetMarkerColor(2);
purity_background->SetMarkerStyle(24);
//-----------------------------------------------------
// Calculations
log<<boost::format("%8s %15s %7s %7s ") % ptrange % cut % isovar % rebin ;
// Start lower bound calculation
Int_t nbins;
nbins = purity_background->GetN();
log<<boost::format("(%2i bins) \n") % nbins ;
std::vector<Double_t> thresholds, xsatthresh, ysatthresh, xsatqt, avgpur;
std::vector<Int_t> batthresh, batqt;
thresholds.clear(); // purity thresholds
xsatthresh.clear(); // x st. f(x) > thresh
ysatthresh.clear(); // y = f(x)x at thresh
batthresh.clear(); // bin corresponding to x
batqt.clear(); // bin at upper threshold
xsatqt.clear(); // x value at upper thresh
avgpur.clear(); // average purity over range
thresholds.push_back(0.50);
thresholds.push_back(0.55);
thresholds.push_back(0.60);
thresholds.push_back(0.65);
thresholds.push_back(0.70);
Int_t nthreshs;
nthreshs = thresholds.size();
// find purity lower bounds = x st. f(x)>thresh
Double_t pointx, pointy;
for(int m=0; m<nbins; ++m){
purity_background->GetPoint(m, pointx, pointy);
//log<<boost::format(" %2i %2.2f %2.2f \n") % i % pointx % pointy;
for(int n=0; n<nthreshs; ++n){
if(pointy > thresholds.at(n) && ysatthresh.size()==n ){
ysatthresh.push_back(pointy);
xsatthresh.push_back(pointx);
batthresh.push_back(h_Nsig->FindBin(pointx));
}
}
}
// for thresholds never reached, fill with content of xmax
purity_background->GetPoint(nbins-1,pointx,pointy);
Int_t nrnpassthresh = 0;
nrnpassthresh = nthreshs - ysatthresh.size();
for(int n=0; n<nrnpassthresh; ++n){
ysatthresh.push_back(pointy);
xsatthresh.push_back(pointx);
batthresh.push_back(h_Nsig->FindBin(pointx));
}
//// dump lower bound threshold info
//for(int n=0; n<nthreshs; ++n){
// log<<boost::format(" Threshold: %.2f %2i (%2.2f, %0.2f)\n")
// % thresholds.at(n) % batthresh.at(n) % xsatthresh.at(n) % ysatthresh.at(n) ;
//}
log<<boost::format(" Threshold bin (xx.x,yy.y) TotalSize above|below\n");
// Start upper bound calculation
Double_t fullsize = h_Nbkg->Integral(0,-1);
for(int n=0; n<nthreshs; ++n){
Double_t sizedown = h_Nbkg->Integral(0,batthresh.at(n)-1);
Double_t sizeup = h_Nbkg->Integral(batthresh.at(n),-1);
log<<boost::format(" %7.2f %3i (%2.1f,%1.2f) %4.1f %6.1f|%6.1f \n")
% thresholds.at(n) % batthresh.at(n) % xsatthresh.at(n) % ysatthresh.at(n)
% fullsize % sizeup % sizedown ;
}
// upper bound calculation
// keep adding contents of bins starting at threshbin
// until sum > fraction (1/4) of full integral
Double_t goalsize = fullsize / 4.;
for(int n=0; n<nthreshs; ++n){
Double_t thissize = 0.;
int thisbin = batthresh.at(n);
while( thisbin < nbins+1 ){
thissize += h_Nbkg->GetBinContent(thisbin);
if(thissize > goalsize){
break;
}
thisbin++;
}
batqt.push_back(thisbin);
xsatqt.push_back(h_Nbkg->GetBinCenter(thisbin));
}
log<<" Target Eventcount: "<<goalsize<<" = fullsize/4 = "<<fullsize<<"/4 \n";
log<<boost::format(" Threshold blo bhi (xlo,xhi) Int(blo,bhi) Int(blo,bhi+1) Int(blo,bhi-1)\n");
// find average purity over range
// must weight each purity bin by nr. events in bin
for(int n=0; n<nthreshs; ++n){
int nbins = batqt.at(n) - batthresh.at(n);
//std::cout<<nbins<<" "<<batthresh.at(n)<<" "<<batqt.at(n)<<std::endl;
Double_t sumpurs, sumweights;
sumpurs = 0.;
sumweights = 0.;
for(int o=0; o<nbins+1; ++o){
int thisbin = batthresh.at(n) + o;
int thispoint = thisbin - 1; // bin nr = point nr + 1
purity_background->GetPoint(thispoint, pointx,pointy);
sumpurs += pointy*h_Nbkg->GetBinContent(thisbin);
sumweights += h_Nbkg->GetBinContent(thisbin);
//std::cout<<" "<<thispoint<<"|"<<pointy<<"|"<<h_Nbkg->GetBinContent(thisbin)<<" "<<std::endl;;
}
//std::cout<<std::endl;
//std::cout<<sumpurs/sumweights<<std::endl<<std::endl;;
avgpur.push_back( sumpurs/sumweights );
}
log_latex<<"\\begin{tabular}{r|r|r|r|r|r|r|r}\n";
log_latex<<boost::format("\\multicolumn{2}{c|}{%8s} & \\multicolumn{2}{c|}{%15s} & \\multicolumn{2}{c|}{%7s} & \\multicolumn{2}{c|}{%7s} \\\\ \\hline \\hline \n") % ptrange % cutname % isovar % bwidth ;
log_latex<<boost::format(" %10s & %5s & %5s & %10s & %5s & %8s & %15s & %10s \\\\ \\hline \n")
% "Threshold"
% "x lo" % "x hi"
% "avg purity"
% "err \\%"
% "evts. tot."
% "evts. > x lo"
% "evts in rng." ;
///log_latex<<"\\begin{tabular}{r|r|r|r|r}\n";
///log_latex<<boost::format("%8s & \\multicolumn{2}{c}{%15s} & %7s & %7s \\\\ \n \\hline \\hline \n") % ptrange % cutname % isovar % bwidth ;
///log_latex<<boost::format(" %10s & %5s & %5s & %10s & %5s \\\\ \n \\hline \n")
/// % "Threshold"
/// % "x lo" % "x hi"
/// % "avg purity"
/// % "err \\%" ;
for(int n=0; n<nthreshs; ++n){
log<<boost::format(" %7.2f %3i %3i (%2.1f,%1.2f) %10.2f %10.2f %10.2f \n")
% thresholds.at(n) % batthresh.at(n) %batqt.at(n)
% xsatthresh.at(n) % xsatqt.at(n)
% h_Nbkg->Integral(batthresh.at(n),batqt.at(n))
% h_Nbkg->Integral(batthresh.at(n),batqt.at(n)+1)
% h_Nbkg->Integral(batthresh.at(n),batqt.at(n)-1) ;
Double_t nrevents, errevents, pcterr;
nrevents = h_Nbkg->IntegralAndError(batthresh.at(n),batqt.at(n),errevents);
pcterr = errevents/nrevents;
log_latex<<boost::format(" %10.2f & %5.2f & %5.2f & %10.4f & %5.2f & %8.1f & %15.1f & %10.1f \\\\ \n")
% thresholds.at(n)
% h_Nbkg->GetBinLowEdge(h_Nbkg->FindBin(xsatthresh.at(n))) % h_Nbkg->GetBinLowEdge(h_Nbkg->FindBin(xsatqt.at(n) ))
//% xsatthresh.at(n) % xsatqt.at(n)
% avgpur.at(n)
% (pcterr*100)
% fullsize
% h_Nbkg->Integral(batthresh.at(n),-1)
% h_Nbkg->Integral(batthresh.at(n),batqt.at(n));
///log_latex<<boost::format(" %10.2f & %5.2f & %5.2f & %7.3f & %5.2f \\\\ \n")
/// % thresholds.at(n)
/// % xsatthresh.at(n) % xsatqt.at(n)
/// % avgpur.at(n)
/// % (pcterr*100) ;
}
log_latex<<"\\hline \n \\end{tabular}\n";
//-----------------------------------------------------
// all set, now to start thinking about plotting
//Make lower bound lines (purity)
Double_t frac = 1./nthreshs;
TLine *lgb_lo0 = new TLine(xsatthresh.at(0), 0*frac, xsatthresh.at(0), 1*frac);
TLine *lgb_lo1 = new TLine(xsatthresh.at(1), 1*frac, xsatthresh.at(1), 2*frac);
TLine *lgb_lo2 = new TLine(xsatthresh.at(2), 2*frac, xsatthresh.at(2), 3*frac);
TLine *lgb_lo3 = new TLine(xsatthresh.at(3), 3*frac, xsatthresh.at(3), 4*frac);
TLine *lgb_lo4 = new TLine(xsatthresh.at(4), 4*frac, xsatthresh.at(4), 5*frac);
TLine *lgc_lo0 = new TLine(xsatthresh.at(0), 0*frac, xsatthresh.at(0), 1*frac);
TLine *lgc_lo1 = new TLine(xsatthresh.at(1), 1*frac, xsatthresh.at(1), 2*frac);
TLine *lgc_lo2 = new TLine(xsatthresh.at(2), 2*frac, xsatthresh.at(2), 3*frac);
TLine *lgc_lo3 = new TLine(xsatthresh.at(3), 3*frac, xsatthresh.at(3), 4*frac);
TLine *lgc_lo4 = new TLine(xsatthresh.at(4), 4*frac, xsatthresh.at(4), 5*frac);
lgb_lo0->SetLineColor(1);
lgb_lo1->SetLineColor(1);
lgb_lo2->SetLineColor(1);
lgb_lo3->SetLineColor(1);
lgb_lo4->SetLineColor(1);
lgc_lo0->SetLineColor(2);
lgc_lo1->SetLineColor(3);
lgc_lo2->SetLineColor(4);
lgc_lo3->SetLineColor(5);
lgc_lo4->SetLineColor(6);
lgb_lo0->SetLineWidth(4);
lgb_lo1->SetLineWidth(4);
lgb_lo2->SetLineWidth(4);
lgb_lo3->SetLineWidth(4);
lgb_lo4->SetLineWidth(4);
lgc_lo0->SetLineWidth(2);
lgc_lo1->SetLineWidth(2);
lgc_lo2->SetLineWidth(2);
lgc_lo3->SetLineWidth(2);
lgc_lo4->SetLineWidth(2);
//Make upper bound lines (purity)
TLine *lgb_hi0 = new TLine(xsatqt.at(0), 0*frac, xsatqt.at(0), 1*frac);
TLine *lgb_hi1 = new TLine(xsatqt.at(1), 1*frac, xsatqt.at(1), 2*frac);
TLine *lgb_hi2 = new TLine(xsatqt.at(2), 2*frac, xsatqt.at(2), 3*frac);
TLine *lgb_hi3 = new TLine(xsatqt.at(3), 3*frac, xsatqt.at(3), 4*frac);
TLine *lgb_hi4 = new TLine(xsatqt.at(4), 4*frac, xsatqt.at(4), 5*frac);
TLine *lgc_hi0 = new TLine(xsatqt.at(0), 0*frac, xsatqt.at(0), 1*frac);
TLine *lgc_hi1 = new TLine(xsatqt.at(1), 1*frac, xsatqt.at(1), 2*frac);
TLine *lgc_hi2 = new TLine(xsatqt.at(2), 2*frac, xsatqt.at(2), 3*frac);
TLine *lgc_hi3 = new TLine(xsatqt.at(3), 3*frac, xsatqt.at(3), 4*frac);
TLine *lgc_hi4 = new TLine(xsatqt.at(4), 4*frac, xsatqt.at(4), 5*frac);
lgb_hi0->SetLineColor(1);
lgb_hi1->SetLineColor(1);
lgb_hi2->SetLineColor(1);
lgb_hi3->SetLineColor(1);
lgb_hi4->SetLineColor(1);
lgc_hi0->SetLineColor(2);
lgc_hi1->SetLineColor(3);
lgc_hi2->SetLineColor(4);
lgc_hi3->SetLineColor(5);
lgc_hi4->SetLineColor(6);
lgb_hi0->SetLineWidth(4);
lgb_hi1->SetLineWidth(4);
lgb_hi2->SetLineWidth(4);
lgb_hi3->SetLineWidth(4);
lgb_hi4->SetLineWidth(4);
lgc_hi0->SetLineWidth(2);
lgc_hi1->SetLineWidth(2);
lgc_hi2->SetLineWidth(2);
lgc_hi3->SetLineWidth(2);
lgc_hi4->SetLineWidth(2);
lgc_hi0->SetLineStyle(2);
lgc_hi1->SetLineStyle(2);
lgc_hi2->SetLineStyle(2);
lgc_hi3->SetLineStyle(2);
lgc_hi4->SetLineStyle(2);
//Make avg purity horizontal lines
TLine *lgb_pur0 = new TLine(xsatthresh.at(0), avgpur.at(0), xsatqt.at(0), avgpur.at(0));
TLine *lgb_pur1 = new TLine(xsatthresh.at(1), avgpur.at(1), xsatqt.at(1), avgpur.at(1));
TLine *lgb_pur2 = new TLine(xsatthresh.at(2), avgpur.at(2), xsatqt.at(2), avgpur.at(2));
TLine *lgb_pur3 = new TLine(xsatthresh.at(3), avgpur.at(3), xsatqt.at(3), avgpur.at(3));
TLine *lgb_pur4 = new TLine(xsatthresh.at(4), avgpur.at(4), xsatqt.at(4), avgpur.at(4));
TLine *lgc_pur0 = new TLine(xsatthresh.at(0), avgpur.at(0), xsatqt.at(0), avgpur.at(0));
TLine *lgc_pur1 = new TLine(xsatthresh.at(1), avgpur.at(1), xsatqt.at(1), avgpur.at(1));
TLine *lgc_pur2 = new TLine(xsatthresh.at(2), avgpur.at(2), xsatqt.at(2), avgpur.at(2));
TLine *lgc_pur3 = new TLine(xsatthresh.at(3), avgpur.at(3), xsatqt.at(3), avgpur.at(3));
TLine *lgc_pur4 = new TLine(xsatthresh.at(4), avgpur.at(4), xsatqt.at(4), avgpur.at(4));
lgb_pur0->SetLineColor(1);
lgb_pur1->SetLineColor(1);
lgb_pur2->SetLineColor(1);
lgb_pur3->SetLineColor(1);
lgb_pur4->SetLineColor(1);
//lgb_pur0->SetLineColor(2);
//lgb_pur1->SetLineColor(3);
//lgb_pur2->SetLineColor(4);
//lgb_pur3->SetLineColor(5);
//lgb_pur4->SetLineColor(6);
lgc_pur0->SetLineColor(2);
lgc_pur1->SetLineColor(3);
lgc_pur2->SetLineColor(4);
lgc_pur3->SetLineColor(5);
lgc_pur4->SetLineColor(6);
lgb_pur0->SetLineWidth(4);
lgb_pur1->SetLineWidth(4);
lgb_pur2->SetLineWidth(4);
lgb_pur3->SetLineWidth(4);
lgb_pur4->SetLineWidth(4);
lgc_pur0->SetLineWidth(2);
lgc_pur1->SetLineWidth(2);
lgc_pur2->SetLineWidth(2);
lgc_pur3->SetLineWidth(2);
lgc_pur4->SetLineWidth(2);
//lgc_pur0->SetLineStyle(2);
//lgc_pur1->SetLineStyle(2);
//lgc_pur2->SetLineStyle(2);
//lgc_pur3->SetLineStyle(2);
//lgc_pur4->SetLineStyle(2);
//-----------------------------------------------------
Double_t themax = 0 ;
themax = std::max(themax, h_Nsig->GetMaximum());
themax = std::max(themax, h_Nbkg->GetMaximum());
themax = std::max(themax, h_Deno->GetMaximum());
//Make lower bound lines (hist)
Double_t logmax;
Double_t logmin;
logmax = std::log(themax);
logmin = std::log(1);
Double_t spacing = (logmax-logmin)/nthreshs;
//std::cout<<spacing<<std::endl;
//Double_t fifmax = themax/5.;
TLine *lhb_lo0 = new TLine(xsatthresh.at(0), exp(logmin+0*spacing), xsatthresh.at(0), exp(logmin+1*spacing));
TLine *lhb_lo1 = new TLine(xsatthresh.at(1), exp(logmin+1*spacing), xsatthresh.at(1), exp(logmin+2*spacing));
TLine *lhb_lo2 = new TLine(xsatthresh.at(2), exp(logmin+2*spacing), xsatthresh.at(2), exp(logmin+3*spacing));
TLine *lhb_lo3 = new TLine(xsatthresh.at(3), exp(logmin+3*spacing), xsatthresh.at(3), exp(logmin+4*spacing));
TLine *lhb_lo4 = new TLine(xsatthresh.at(4), exp(logmin+4*spacing), xsatthresh.at(4), exp(logmin+5*spacing));
TLine *lhc_lo0 = new TLine(xsatthresh.at(0), exp(logmin+0*spacing), xsatthresh.at(0), exp(logmin+1*spacing));
TLine *lhc_lo1 = new TLine(xsatthresh.at(1), exp(logmin+1*spacing), xsatthresh.at(1), exp(logmin+2*spacing));
TLine *lhc_lo2 = new TLine(xsatthresh.at(2), exp(logmin+2*spacing), xsatthresh.at(2), exp(logmin+3*spacing));
TLine *lhc_lo3 = new TLine(xsatthresh.at(3), exp(logmin+3*spacing), xsatthresh.at(3), exp(logmin+4*spacing));
TLine *lhc_lo4 = new TLine(xsatthresh.at(4), exp(logmin+4*spacing), xsatthresh.at(4), exp(logmin+5*spacing));
lhb_lo0->SetLineColor(1);
lhb_lo1->SetLineColor(1);
lhb_lo2->SetLineColor(1);
lhb_lo3->SetLineColor(1);
lhb_lo4->SetLineColor(1);
lhc_lo0->SetLineColor(2);
lhc_lo1->SetLineColor(3);
lhc_lo2->SetLineColor(4);
lhc_lo3->SetLineColor(5);
lhc_lo4->SetLineColor(6);
lhb_lo0->SetLineWidth(4);
lhb_lo1->SetLineWidth(4);
lhb_lo2->SetLineWidth(4);
lhb_lo3->SetLineWidth(4);
lhb_lo4->SetLineWidth(4);
lhc_lo0->SetLineWidth(2);
lhc_lo1->SetLineWidth(2);
lhc_lo2->SetLineWidth(2);
lhc_lo3->SetLineWidth(2);
lhc_lo4->SetLineWidth(2);
//Make upper bound lines (hist)
TLine *lhb_hi0 = new TLine(xsatqt.at(0), exp(logmin+0*spacing), xsatqt.at(0), exp(logmin+1*spacing));
TLine *lhb_hi1 = new TLine(xsatqt.at(1), exp(logmin+1*spacing), xsatqt.at(1), exp(logmin+2*spacing));
TLine *lhb_hi2 = new TLine(xsatqt.at(2), exp(logmin+2*spacing), xsatqt.at(2), exp(logmin+3*spacing));
TLine *lhb_hi3 = new TLine(xsatqt.at(3), exp(logmin+3*spacing), xsatqt.at(3), exp(logmin+4*spacing));
TLine *lhb_hi4 = new TLine(xsatqt.at(4), exp(logmin+4*spacing), xsatqt.at(4), exp(logmin+5*spacing));
TLine *lhc_hi0 = new TLine(xsatqt.at(0), exp(logmin+0*spacing), xsatqt.at(0), exp(logmin+1*spacing));
TLine *lhc_hi1 = new TLine(xsatqt.at(1), exp(logmin+1*spacing), xsatqt.at(1), exp(logmin+2*spacing));
TLine *lhc_hi2 = new TLine(xsatqt.at(2), exp(logmin+2*spacing), xsatqt.at(2), exp(logmin+3*spacing));
TLine *lhc_hi3 = new TLine(xsatqt.at(3), exp(logmin+3*spacing), xsatqt.at(3), exp(logmin+4*spacing));
TLine *lhc_hi4 = new TLine(xsatqt.at(4), exp(logmin+4*spacing), xsatqt.at(4), exp(logmin+5*spacing));
lhb_hi0->SetLineColor(1);
lhb_hi1->SetLineColor(1);
lhb_hi2->SetLineColor(1);
lhb_hi3->SetLineColor(1);
lhb_hi4->SetLineColor(1);
lhc_hi0->SetLineColor(2);
lhc_hi1->SetLineColor(3);
lhc_hi2->SetLineColor(4);
lhc_hi3->SetLineColor(5);
lhc_hi4->SetLineColor(6);
lhb_hi0->SetLineWidth(4);
lhb_hi1->SetLineWidth(4);
lhb_hi2->SetLineWidth(4);
lhb_hi3->SetLineWidth(4);
lhb_hi4->SetLineWidth(4);
lhc_hi0->SetLineWidth(2);
lhc_hi1->SetLineWidth(2);
lhc_hi2->SetLineWidth(2);
lhc_hi3->SetLineWidth(2);
lhc_hi4->SetLineWidth(2);
lhc_hi0->SetLineStyle(2);
lhc_hi1->SetLineStyle(2);
lhc_hi2->SetLineStyle(2);
lhc_hi3->SetLineStyle(2);
lhc_hi4->SetLineStyle(2);
//-----------------------------------------------------
//-----------------------------------------------------
//Draw Histograms
TLegend *meg = new TLegend(0.4,0.6,0.88,0.88);
//meg->SetTextSize(0.04) ;
meg->SetFillColor(0); meg->SetShadowColor(0);meg->SetBorderSize(2);
meg->SetTextFont(22.);
meg->AddEntry(h_Nsig,"Signal","l");
meg->AddEntry(h_Nsig_GJ,"Signal (GJ MC)","l");
meg->AddEntry(h_Nsig_QCD,"Signal (QCD MC)","l");
meg->AddEntry(h_Nbkg,"Background","l");
meg->AddEntry(h_Nbkg_GJ,"Background (GJ MC)","l");
meg->AddEntry(h_Nbkg_QCD,"Background (QCD MC)","l");
meg->AddEntry(h_Deno,"Denominator","l");
meg->AddEntry(h_Deno_GJ,"Denominator (GJ MC)","l");
meg->AddEntry(h_Deno_QCD,"Denominator (QCD MC)","l");
TString leg_h0; leg_h0.Form("Purity > %0.2f (%2.1f-%2.1f)", thresholds.at(0), xsatthresh.at(0), xsatqt.at(0));
TString leg_h1; leg_h1.Form("Purity > %0.2f (%2.1f-%2.1f)", thresholds.at(1), xsatthresh.at(1), xsatqt.at(1));
TString leg_h2; leg_h2.Form("Purity > %0.2f (%2.1f-%2.1f)", thresholds.at(2), xsatthresh.at(2), xsatqt.at(2));
TString leg_h3; leg_h3.Form("Purity > %0.2f (%2.1f-%2.1f)", thresholds.at(3), xsatthresh.at(3), xsatqt.at(3));
TString leg_h4; leg_h4.Form("Purity > %0.2f (%2.1f-%2.1f)", thresholds.at(4), xsatthresh.at(4), xsatqt.at(4));
TLegend *neg = new TLegend(0.15,0.5,0.4,0.75);
//meg->SetTextSize(0.04) ;
neg->SetFillColor(0); neg->SetShadowColor(0);neg->SetBorderSize(2);
neg->SetTextFont(22.);
neg->AddEntry(lhc_lo0,leg_h0,"l");
neg->AddEntry(lhc_lo1,leg_h1,"l");
neg->AddEntry(lhc_lo2,leg_h2,"l");
neg->AddEntry(lhc_lo3,leg_h3,"l");
neg->AddEntry(lhc_lo4,leg_h4,"l");
h_Nsig->SetTitle(cut);
h_Nsig->SetXTitle(h_Nsig->GetTitle());
h_Nsig->SetYTitle("Events ");
h_Nsig->SetMaximum(1000*themax);
h_Nsig->SetMinimum(1);
h_Nsig->Draw("hist");
h_Nsig_GJ->Draw("hist,same");
h_Nsig_QCD->Draw("hist,same");
h_Nbkg->Draw("hist,same");
h_Nbkg_GJ->Draw("hist,same");
h_Nbkg_QCD->Draw("hist,same");
h_Deno->Draw("hist,same");
h_Deno_GJ->Draw("hist,same");
h_Deno_QCD->Draw("hist,same");
meg->SetHeader("photon p_{T}: "+ptrange);
meg->Draw();
if(dolines){
neg->Draw();
}
title->DrawTextNDC(0.17,0.87,"CMS");
extra->DrawTextNDC(0.17,0.81,"Preliminary");
lumi->DrawTextNDC(0.9,0.91,"2.32 /fb (13 TeV)");
if(dolines){
lhb_lo0->Draw();
lhb_lo1->Draw();
lhb_lo2->Draw();
lhb_lo3->Draw();
lhb_lo4->Draw();
lhb_hi0->Draw();
lhb_hi1->Draw();
lhb_hi2->Draw();
lhb_hi3->Draw();
lhb_hi4->Draw();
lhc_lo0->Draw();
lhc_lo1->Draw();
lhc_lo2->Draw();
lhc_lo3->Draw();
lhc_lo4->Draw();
lhc_hi0->Draw();
lhc_hi1->Draw();
lhc_hi2->Draw();
lhc_hi3->Draw();
lhc_hi4->Draw();
}
gPad->SetLogy();
canvas->SaveAs(outpath+"/Histos_"+isovar+"_"+ptrange+"_"+cut+rebin+xn+".pdf");
canvas->SaveAs(wwwpath+"/pdf/"+ptrange+"/"+isovar+"/"+cut+lines+"/Histos_"+isovar+"_"+ptrange+"_"+cut+rebin+xn+".pdf");
canvas->SaveAs(wwwpath+"/png/"+ptrange+"/"+isovar+"/"+cut+lines+"/Histos_"+isovar+"_"+ptrange+"_"+cut+rebin+xn+".png");
canvas->Clear();
gPad->SetLogy(kFALSE);
//-----------------------------------------------------
//-----------------------------------------------------
//Draw Purity
TLegend *leg = new TLegend(0.5,0.75,0.88,0.88);
leg->SetTextSize(0.04) ;
leg->SetFillColor(0); leg->SetShadowColor(0);leg->SetBorderSize(0);
leg->SetTextFont(22.);
leg->AddEntry(purity_signal,"Signal","lep");
leg->AddEntry(purity_background,"Background","lep");
float xmin ; //= 0.;
float xmax ; //= 25.;
xmin = h_Nsig->GetXaxis()->GetXmin();
xmax = h_Nsig->GetXaxis()->GetXmax();
TLine *lowline = new TLine(xmin,0,xmax,0);
TLine *hiline = new TLine(xmin,1,xmax,1);
lowline->SetLineWidth(1); lowline->SetLineColor(1); lowline->SetLineStyle(3);
hiline->SetLineWidth(1); hiline->SetLineColor(1); hiline->SetLineStyle(3);
TH1F *hframe = canvas->DrawFrame(xmin,-0.05,xmax,1.4,"");
lowline->Draw();
hiline->Draw();
title->DrawTextNDC(0.17,0.87,"CMS");
extra->DrawTextNDC(0.17,0.81,"Preliminary");
lumi->DrawTextNDC(0.9,0.91,"2.32 /fb (13 TeV)");
hframe->SetTitle(cut);
hframe->SetXTitle(isovar);
hframe->SetYTitle("Purity");
// draw points
purity_signal->Draw("P");
purity_background->Draw("P");
leg->SetHeader("photon p_{T}: "+ptrange);
leg->Draw();
//canvas->SaveAs(outpath+"/Purity_"+isovar+"_"+ptrange+"_"+cut+"_"+rebin+xn+".pdf");
if(dolines){
lgb_lo0->Draw();
lgb_lo1->Draw();
lgb_lo2->Draw();
lgb_lo3->Draw();
lgb_lo4->Draw();
lgb_hi0->Draw();
lgb_hi1->Draw();
lgb_hi2->Draw();
lgb_hi3->Draw();
lgb_hi4->Draw();
lgc_lo0->Draw();
lgc_lo1->Draw();
lgc_lo2->Draw();
lgc_lo3->Draw();
lgc_lo4->Draw();
lgc_hi0->Draw();
lgc_hi1->Draw();
lgc_hi2->Draw();
lgc_hi3->Draw();
lgc_hi4->Draw();
lgb_pur0->Draw();
lgb_pur1->Draw();
lgb_pur2->Draw();
lgb_pur3->Draw();
lgb_pur4->Draw();
lgc_pur0->Draw();
lgc_pur1->Draw();
lgc_pur2->Draw();
lgc_pur3->Draw();
lgc_pur4->Draw();
}
canvas->SaveAs(outpath+"/Purity_"+isovar+"_"+ptrange+"_"+cut+rebin+xn+".pdf");
canvas->SaveAs(wwwpath+"/pdf/"+ptrange+"/"+isovar+"/"+cut+lines+"/Purity_"+isovar+"_"+ptrange+"_"+cut+rebin+xn+".pdf");
canvas->SaveAs(wwwpath+"/png/"+ptrange+"/"+isovar+"/"+cut+lines+"/Purity_"+isovar+"_"+ptrange+"_"+cut+rebin+xn+".png");
canvas->Clear();
//-----------------------------------------------------
// clean your room!
h_Nsig->Delete();
h_Nsig_GJ->Delete();
h_Nsig_QCD->Delete();
h_Nbkg->Delete();
h_Nbkg_GJ->Delete();
h_Nbkg_QCD->Delete();
h_Deno->Delete();
h_Deno_GJ->Delete();
h_Deno_QCD->Delete();
}
log<<"--------------------------------------\n";
log_latex<<"--------------------------------------\n";
}
}
}
log.close();
log_latex.close();
}
TCanvas *PlotDataMC(TChain *data, TChain *mc, TString branchname, TString binning,
TString category, TString selection,
TString dataLabel, TString mcLabel, TString xLabel, TString yLabelUnit,
bool logy=false, bool usePU=true, bool smear=false, bool scale=false){
TString yLabel;
std::cout<<"entering"<<std::endl;
TCanvas *c = new TCanvas("c","");
TString branchNameData=branchname;
TString branchNameMC=branchname;
ElectronCategory_class cutter;
std::cout<<"entering2"<<std::endl;
TCut selection_data="";
if(category.Sizeof()>1) selection_data = cutter.GetCut(category, false,0,true);
selection_data.Print();
// return NULL;
selection_data+=selection;
TCut selection_MC="";
if(category.Sizeof()>1) selection_MC = cutter.GetCut(category, false,0);
selection_MC+=selection;
std::cout<<"qui"<<std::endl;
if(smear){
branchNameMC.ReplaceAll("invMass_SC_regrCorr_pho ","(invMass_SC_regrCorr_pho*sqrt(smearEle[0]*smearEle[1]))");
branchNameMC.ReplaceAll("energySCEle_regrCorr_pho ","(energySCEle_regrCorr_pho*smearEle) ");
branchNameMC.ReplaceAll("energySCEle_regrCorr_pho[0]","(energySCEle_regrCorr_pho[0]*smearEle[0])");
branchNameMC.ReplaceAll("energySCEle_regrCorr_pho[1]","(energySCEle_regrCorr_pho[1]*smearEle[1])");
}
if(scale){
branchNameData.ReplaceAll("invMass_SC_regrCorr_pho ","(invMass_SC_regrCorr_pho*sqrt(corrEle[0]*corrEle[1]))");
branchNameData.ReplaceAll("energySCEle_regrCorr_pho ","(energySCEle_regrCorr_pho*corrEle)");
branchNameData.ReplaceAll("energySCEle_regrCorr_pho[0]","(energySCEle_regrCorr_pho[0]*corrEle[0])");
branchNameData.ReplaceAll("energySCEle_regrCorr_pho[1]","(energySCEle_regrCorr_pho[1]*corrEle[1])");
branchNameData.ReplaceAll("energySCEle_regrCorr_ele ","(energySCEle_regrCorr_ele*corrEle)");
branchNameData.ReplaceAll("energySCEle_regrCorr_ele[0]","(energySCEle_regrCorr_ele[0]*corrEle[0])");
branchNameData.ReplaceAll("energySCEle_regrCorr_ele[1]","(energySCEle_regrCorr_ele[1]*corrEle[1])");
}
//std::cout << branchNameData << "\t" << branchNameMC << std::endl;
if(branchname=="HLT"){
TH1F *hlt_data = new TH1F("data_hist","",500,0,500);
TH1F *hlt_mc = new TH1F("mc_hist","",500,0,500);
std::vector< std::string > *HLTNames = new std::vector<std::string>; ///< List of HLT names
std::vector<Bool_t> *HLTResults = new std::vector<Bool_t>; ///< 0=fail, 1=fire
data->SetBranchAddress("HLTNames", &HLTNames);
data->SetBranchAddress("HLTResults", &HLTResults);
data->GetEntries();
for(Long64_t jentry=0; jentry < data->GetEntriesFast(); jentry++){
data->GetEntry(jentry);
std::vector<Bool_t>::const_iterator hltRes_itr=HLTResults->begin();
for(std::vector<std::string>::const_iterator hlt_itr=HLTNames->begin();
hlt_itr!=HLTNames->end();
hlt_itr++,hltRes_itr++){
std::cout << *hlt_itr << std::endl;
hlt_data->Fill(hlt_itr-HLTNames->begin(),*hltRes_itr);
}
}
data->ResetBranchAddresses();
mc->SetBranchAddress("HLTNames", &HLTNames);
mc->SetBranchAddress("HLTResults", &HLTResults);
mc->GetEntries();
for(Long64_t jentry=0; jentry < mc->GetEntriesFast(); jentry++){
mc->GetEntry(jentry);
std::vector<Bool_t>::const_iterator hltRes_itr=HLTResults->begin();
for(std::vector<std::string>::const_iterator hlt_itr=HLTNames->begin();
hlt_itr!=HLTNames->end();
hlt_itr++,hltRes_itr++){
std::cout << *hlt_itr << std::endl;
hlt_mc->Fill(hlt_itr-HLTNames->begin(),*hltRes_itr);
}
}
for(std::vector<std::string>::const_iterator hlt_itr=HLTNames->begin();
hlt_itr!=HLTNames->end();
hlt_itr++){
int index=hlt_itr-HLTNames->begin()+1;
if(hlt_mc->GetBinContent(index)>0)
hlt_mc->GetXaxis()->SetBinLabel(index,(*hlt_itr).c_str());
}
} else {
std::cout<<"qui"<<std::endl;
data->Draw(branchNameData+">>data_hist"+binning, selection_data);
if(mc!=NULL){
if(usePU) mc->Draw(branchNameMC+">>mc_hist"+binning, selection_MC *"puWeight");
else mc->Draw(branchNameMC+">>mc_hist"+binning, selection_MC);
std::cout<<"qui"<<std::endl;
}
}
c->Clear();
TH1F *d = (TH1F *) gROOT->FindObject("data_hist");
TH1F *s = (TH1F *) gROOT->FindObject("mc_hist");
if(s==NULL) s=d;
//d->SaveAs("tmp/d_hist.root");
s->SaveAs("tmp/s_hist.root");
std::cout<<"qui"<<std::endl;
yLabel.Form("Events /(%.2f %s)", s->GetBinWidth(2), yLabelUnit.Data());
float max = 1.1 * std::max(
d->GetMaximum(),///d->Integral(),
s->GetMaximum() ///s->Integral()
);
max=1.1*d->GetMaximum();
std::cout << "max = " << max << std::endl;
std::cout << "nEvents data: " << d->Integral() << "\t" << d->GetEntries() << std::endl;
std::cout << "nEvents signal: " << s->Integral() << "\t" << s->GetEntries() << std::endl;
if(logy){
max*=10;
d->GetYaxis()->SetRangeUser(0.1,max);
s->GetYaxis()->SetRangeUser(0.1,max);
c->SetLogy();
} else {
d->GetYaxis()->SetRangeUser(0,max);
s->GetYaxis()->SetRangeUser(0,max);
}
s->GetYaxis()->SetTitle(yLabel);
s->GetXaxis()->SetTitle(xLabel);
d->GetYaxis()->SetTitle(yLabel);
d->GetXaxis()->SetTitle(xLabel);
d->SetMarkerStyle(20);
d->SetMarkerSize(1);
if(d != s){
s->SetMarkerStyle(20);
s->SetMarkerSize(1);
s->SetFillStyle(3001);
s->SetFillColor(kRed);
}
TH1F* s_norm = (TH1F *) (s->DrawNormalized("hist", d->Integral()));
//TH1F* d_norm = s_norm;
//if(d!=s) d_norm = (TH1F *) (d->DrawNormalized("p same", d->Integral()));
if(d!=s) d->Draw("p same");
if(logy){
//d_norm->GetYaxis()->SetRangeUser(0.1,max);
s_norm->GetYaxis()->SetRangeUser(0.1,max);
c->SetLogy();
} else {
//d_norm->GetYaxis()->SetRangeUser(0,max);
s_norm->GetYaxis()->SetRangeUser(0,max);
}
std::cout << "Variable & Data & Simulation \\" << std::endl;
std::cout << "Mean & " << d->GetMean() << " " << d->GetMeanError()
<< " & " << s_norm->GetMean() << " " << s_norm->GetMeanError() << " \\" << std::endl;
std::cout << "Std. dev. & " << d->GetRMS() << " " << d->GetRMSError()
<< " & " << s_norm->GetRMS() << " " << s_norm->GetRMSError() << " \\" << std::endl;
std::cout << "\\hline" << std::endl;
std::cout << "$\\Chi^2$ " << d->Chi2Test(s_norm, "UW CHI2/NDF NORM") << std::endl;
TLegend *leg = new TLegend(0.6,0.8,1,1);
if(dataLabel !="") leg->AddEntry(d,dataLabel,"p");
if(mcLabel !="") leg->AddEntry(s,mcLabel, "lf");
leg->SetBorderSize(1);
leg->SetFillColor(0);
leg->SetTextSize(0.04);
if(dataLabel !="" && mcLabel !="") leg->Draw();
//c->GetListOfPrimitives()->Add(leg,"");
TPaveText *pv = new TPaveText(0.2,0.95,0.7,1,"NDC");
pv->AddText("CMS Preliminary 2016");
pv->SetFillColor(0);
pv->SetBorderSize(0);
pv->Draw();
return c;
}
TCanvas *PlotDataMCMC(TChain *data, TChain *mc, TChain *mc2,
TString branchname, TString binning,
TString category, TString selection,
TString dataLabel, TString mcLabel, TString mc2Label,
TString xLabel, TString yLabelUnit,
bool logy=false, bool usePU=true, bool smear=false, bool scale=false){
TString yLabel;
TCanvas *c = new TCanvas("c","");
TString branchNameData=branchname;
TString branchNameMC=branchname;
ElectronCategory_class cutter;
TCut selection_data="";
if(category.Sizeof()>1) selection_data = cutter.GetCut(category, false,0);
selection_data+=selection;
TCut selection_MC="";
if(category.Sizeof()>1) selection_MC = cutter.GetCut(category, true,0);
selection_MC+=selection;
if(smear){
branchNameMC.ReplaceAll("invMass_SC_regrCorr_pho ","(invMass_SC_regrCorr_pho*sqrt(smearEle[0]*smearEle[1]))");
branchNameMC.ReplaceAll("energySCEle_regrCorr_pho ","(energySCEle_regrCorr_pho*smearEle) ");
branchNameMC.ReplaceAll("energySCEle_regrCorr_pho[0]","(energySCEle_regrCorr_pho[0]*smearEle[0])");
branchNameMC.ReplaceAll("energySCEle_regrCorr_pho[1]","(energySCEle_regrCorr_pho[1]*smearEle[1])");
}
if(scale){
branchNameData.ReplaceAll("invMass_SC_regrCorr_pho ","(invMass_SC_regrCorr_pho*sqrt(corrEle[0]*corrEle[1]))");
branchNameData.ReplaceAll("energySCEle_regrCorr_pho ","(energySCEle_regrCorr_pho*corrEle)");
branchNameData.ReplaceAll("energySCEle_regrCorr_pho[0]","(energySCEle_regrCorr_pho[0]*corrEle[0])");
branchNameData.ReplaceAll("energySCEle_regrCorr_pho[1]","(energySCEle_regrCorr_pho[1]*corrEle[1])");
}
//std::cout << branchNameData << "\t" << branchNameMC << std::endl;
data->Draw(branchNameData+">>data_hist"+binning, selection_data);
if(mc!=NULL){
if(usePU) mc->Draw(branchNameMC+">>mc_hist"+binning, selection_MC *"puWeight");
else mc->Draw(branchNameMC+">>mc_hist"+binning, selection_MC);
}
if(mc2!=NULL){
if(usePU) mc2->Draw(branchNameMC+">>mc2_hist"+binning, selection_data *"puWeight");
else mc2->Draw(branchNameMC+">>mc2_hist"+binning, selection_data);
}
c->Clear();
TH1F *d = (TH1F *) gROOT->FindObject("data_hist");
TH1F *s = (TH1F *) gROOT->FindObject("mc_hist");
TH1F *s2 = (TH1F *) gROOT->FindObject("mc2_hist");
if(s==NULL){
std::cerr << "[WARNING] no mc" << std::endl;
s=d;
}
if(s2==NULL){
std::cerr << "[WARNING] no mc2" << std::endl;
s2=s;
}
std::cout << s->GetEntries() << "\t" << s2->GetEntries() << "\t" << d->GetEntries() << std::endl;
//d->SaveAs("tmp/d_hist.root");
s->SaveAs("tmp/s_hist.root");
s2->SaveAs("tmp/s2_hist.root");
yLabel.Form("Events /(%.2f %s)", s->GetBinWidth(2), yLabelUnit.Data());
float max = 1.1 * std::max(
d->GetMaximum(),///d->Integral(),
s->GetMaximum() ///s->Integral()
);
max=1.1*d->GetMaximum();
std::cout << "max = " << max << std::endl;
std::cout << "nEvents data: " << d->Integral() << "\t" << d->GetEntries() << std::endl;
std::cout << "nEvents signal: " << s->Integral() << "\t" << s->GetEntries() << std::endl;
std::cout << "nEvents signal2: " << s2->Integral() << "\t" << s2->GetEntries() << std::endl;
if(logy){
max*=10;
d->GetYaxis()->SetRangeUser(0.1,max);
s->GetYaxis()->SetRangeUser(0.1,max);
s2->GetYaxis()->SetRangeUser(0.1,max);
c->SetLogy();
} else {
d->GetYaxis()->SetRangeUser(0,max);
s->GetYaxis()->SetRangeUser(0,max);
s2->GetYaxis()->SetRangeUser(0,max);
}
s->GetYaxis()->SetTitle(yLabel);
s->GetXaxis()->SetTitle(xLabel);
s2->GetYaxis()->SetTitle(yLabel);
s2->GetXaxis()->SetTitle(xLabel);
d->GetYaxis()->SetTitle(yLabel);
d->GetXaxis()->SetTitle(xLabel);
d->SetMarkerStyle(20);
d->SetMarkerSize(1);
if(d != s){
s->SetMarkerStyle(20);
s->SetMarkerSize(1);
s->SetFillStyle(3001);
s->SetFillColor(kRed);
}
if(s2 != s){
//s2->SetMarkerStyle(1);
//s2->SetMarkerSize(0);
//s->SetFillStyle(0);
//s->SetFillColor(kB);
s2->SetLineWidth(3);
s2->SetLineColor(kBlack);
}
TH1F* s_norm = (TH1F *) (s->DrawNormalized("hist", d->Integral()));
TH1F* s2_norm = (TH1F *) (s2->DrawNormalized("hist same", d->Integral()));
//TH1F* d_norm = s_norm;
//if(d!=s) d_norm = (TH1F *) (d->DrawNormalized("p same", d->Integral()));
if(d!=s) d->Draw("p same");
if(logy){
//d_norm->GetYaxis()->SetRangeUser(0.1,max);
s_norm->GetYaxis()->SetRangeUser(0.1,max);
c->SetLogy();
} else {
//d_norm->GetYaxis()->SetRangeUser(0,max);
s_norm->GetYaxis()->SetRangeUser(0,max);
}
std::cout << "Variable & Data & Simulation & Simulation2 \\" << std::endl;
std::cout << "Mean & " << d->GetMean() << " " << d->GetMeanError()
<< " & " << s_norm->GetMean() << " " << s_norm->GetMeanError()
<< " & " << s2_norm->GetMean() << " " << s2_norm->GetMeanError()
<< " \\" << std::endl;
std::cout << "Std. dev. & " << d->GetRMS() << " " << d->GetRMSError()
<< " & " << s_norm->GetRMS() << " " << s_norm->GetRMSError()
<< " & " << s2_norm->GetRMS() << " " << s2_norm->GetRMSError()
<< " \\" << std::endl;
std::cout << "\\hline" << std::endl;
std::cout << "$\\Chi^2$ " << d->Chi2Test(s_norm, "UW CHI2/NDF NORM") << std::endl;
TLegend *leg = new TLegend(0.6,0.8,1,1);
if(dataLabel !="") leg->AddEntry(d,dataLabel,"p");
if(mcLabel !="") leg->AddEntry(s,mcLabel, "lf");
if(mc2Label !="") leg->AddEntry(s2,mc2Label, "l");
leg->SetBorderSize(1);
leg->SetFillColor(0);
leg->SetTextSize(0.04);
if(dataLabel !="" && mcLabel !="") leg->Draw();
//c->GetListOfPrimitives()->Add(leg,"");
TPaveText *pv = new TPaveText(0.23,0.95,0.6,1,"NDC");
pv->AddText("CMS Preliminary 2016");
pv->SetFillColor(0);
pv->SetBorderSize(0);
pv->Draw();
return c;
}
void MakePlots(TString filename, TString energy="8TeV", TString lumi=""){
TString outDir=filename; outDir.ReplaceAll("fitres","img");
outDir="tmp/";
//std::map<TString, TH2F *> deltaNLL_map;
/*------------------------------ Plotto */
TCanvas *c = new TCanvas("c","c");
TFile f_in(filename, "read");
if(f_in.IsZombie()){
std::cerr << "File opening error: " << filename << std::endl;
return;
}
TList *KeyList = f_in.GetListOfKeys();
std::cout << KeyList->GetEntries() << std::endl;
for(int i =0; i < KeyList->GetEntries(); i++){
c->Clear();
TKey *key = (TKey *)KeyList->At(i);
if(TString(key->GetClassName())!="RooDataSet") continue;
RooDataSet *dataset = (RooDataSet *) key->ReadObj();
TString constTermName = dataset->GetName();
TString alphaName=constTermName; alphaName.ReplaceAll("constTerm","alpha");
TTree *tree = dataset2tree(dataset);
TGraphErrors bestFit_ = bestFit(tree, alphaName, constTermName);
TH2F *hist = prof2d(tree, alphaName, constTermName, "nll", "(12,-0.0005,0.0115,29,-0.0025,0.1425)",true);
// // deltaNLL_map.insert(std::pair <TString, TH2F *>(keyName,hist));
hist->SaveAs(outDir+"/deltaNLL-"+constTermName+".root");
hist->Draw("colz");
bestFit_.Draw("P same");
bestFit_.SetMarkerSize(2);
Int_t iBinX, iBinY;
Double_t x,y;
hist->GetBinWithContent2(0,iBinX,iBinY);
x= hist->GetXaxis()->GetBinCenter(iBinX);
y= hist->GetYaxis()->GetBinCenter(iBinY);
TGraph nllBestFit(1,&x,&y);
nllBestFit.SetMarkerStyle(3);
nllBestFit.SetMarkerColor(kRed);
TList* contour68 = contourFromTH2(hist, 0.68);
hist->Draw("colz");
hist->GetZaxis()->SetRangeUser(0,50);
bestFit_.Draw("P same");
nllBestFit.Draw("P same");
//contour68->Draw("same");
c->SaveAs(outDir+"/deltaNLL-"+constTermName+".png");
hist->SaveAs("tmp/hist-"+constTermName+".root");
nllBestFit.SaveAs("tmp/nllBestFit.root");
contour68->SaveAs("tmp/contour68.root");
delete hist;
hist = prof2d(tree, alphaName, constTermName, "nll", "(12,-0.0005,0.0115,29,-0.0025,0.1425)");
RooHistPdf *histPdf = nllToL(hist);
delete hist;
RooDataSet *gen_dataset=histPdf->generate(*histPdf->getVariables(),1000000,kTRUE,kFALSE);
TTree *genTree = dataset2tree(gen_dataset);
genTree->SaveAs("tmp/genTree-"+constTermName+".root");
delete gen_dataset;
delete histPdf;
TGraphErrors toyGraph = g(genTree, constTermName);
TGraphErrors bestFitGraph = g(tree,alphaName, constTermName);
TGraphErrors bestFitScanGraph = g(y, x);
delete genTree;
delete tree;
toyGraph.SetFillColor(kGreen);
toyGraph.SetLineColor(kBlue);
toyGraph.SetLineStyle(2);
bestFitGraph.SetLineColor(kBlack);
bestFitScanGraph.SetLineColor(kRed);
bestFitScanGraph.SetLineWidth(2);
TMultiGraph g_multi("multigraph","");
g_multi.Add(&toyGraph,"L3");
g_multi.Add(&toyGraph,"L");
g_multi.Add(&bestFitGraph, "L");
g_multi.Add(&bestFitScanGraph, "L");
g_multi.Draw("A");
c->Clear();
g_multi.Draw("A");
c->SaveAs(outDir+"/smearing_vs_energy-"+constTermName+".png");
// TPaveText *pv = new TPaveText(0.7,0.7,1, 0.8);
// TLegend *legend = new TLegend(0.7,0.8,0.95,0.92);
// legend->SetFillStyle(3001);
// legend->SetFillColor(1);
// legend->SetTextFont(22); // 132
// legend->SetTextSize(0.04); // l'ho preso mettendo i punti con l'editor e poi ho ricavato il valore con il metodo GetTextSize()
// // legend->SetFillColor(0); // colore di riempimento bianco
// legend->SetMargin(0.4); // percentuale della larghezza del simbolo
// SetLegendStyle(legend);
//Plot(c, data,mc,mcSmeared,legend, region, filename, energy, lumi);
}
f_in.Close();
return;
}
void miplots2sig_18fb( bool doLogy=false ) {
int fillStyle1sig = 1 ;
int fillStyle2sig = 1 ;
int fillColor1sig = kBlue-9 ;
int fillColor2sig = kBlue-10 ;
gStyle->SetOptStat(0) ;
gStyle->SetLabelSize(0.12,"x") ;
gStyle->SetLabelSize(0.08,"y") ;
gStyle->SetTitleW(0.8) ;
gStyle->SetTitleH(0.08) ;
gStyle->SetTitleAlign(13) ;
gStyle->SetPadLeftMargin(0.14) ;
gStyle->SetPadRightMargin(0.02) ;
gStyle->SetLabelOffset(0.02,"y") ;
gStyle->SetPadGridY(1) ;
if ( doLogy ) {
gStyle->SetOptLogy(1) ;
} else {
gStyle->SetOptLogy(0) ;
}
gDirectory->Delete("h*") ;
double xvals[4] = { 1.05, 2.05, 3.05, 4.05 } ;
double xel[4] = {0.5, 0.5, 0.5, 0.5} ;
double xeh[4] = {0.5, 0.5, 0.5, 0.5} ;
TCanvas* cmip = (TCanvas*) gDirectory->FindObject("cmip") ;
if ( cmip == 0x0 ) {
cmip = new TCanvas("cmip", "MIP", 800, 600) ;
}
cmip->Clear() ;
cmip->Divide(4,1) ;
//--------
cmip->cd(1) ;
TH1F* h_data_nb2_m4 = new TH1F( "h_data_nb2_m4", "Data, nB=2, MET4", 4, 0.5, 4.5 ) ;
h_data_nb2_m4 -> GetXaxis() -> SetBinLabel( 1, "HT1" ) ;
h_data_nb2_m4 -> GetXaxis() -> SetBinLabel( 2, "HT2" ) ;
h_data_nb2_m4 -> GetXaxis() -> SetBinLabel( 3, "HT3" ) ;
h_data_nb2_m4 -> GetXaxis() -> SetBinLabel( 4, "HT4" ) ;
h_data_nb2_m4 -> SetBinContent( 1, 0 ) ;
h_data_nb2_m4 -> SetBinContent( 2, 57 ) ;
h_data_nb2_m4 -> SetBinContent( 3, 17 ) ;
h_data_nb2_m4 -> SetBinContent( 4, 19 ) ;
h_data_nb2_m4 -> SetMarkerStyle(20) ;
h_data_nb2_m4 -> SetMarkerSize(1.2) ;
h_data_nb2_m4 -> SetLineWidth(2) ;
if ( doLogy) h_data_nb2_m4 -> SetMinimum( 10 ) ;
h_data_nb2_m4 -> SetMaximum( 100 ) ;
h_data_nb2_m4 -> Draw("e") ;
double nb2_m4_yvals[4] = { -99., 72.2, 20.0, 18.4 } ;
double nb2_m4_yerrh[4] = { 0.0, 10.0, 4.4, 4.7 } ;
double nb2_m4_yerrl[4] = { 0.0, 9.0, 3.8, 3.8 } ;
double nb2_m4_yerrh_2s[4] = { 0.0, 21.3, 9.6, 10.5 } ;
double nb2_m4_yerrl_2s[4] = { 0.0, 17.0, 7.0, 6.9 } ;
TGraphAsymmErrors* gr_nb2_m4 = new TGraphAsymmErrors( 4, xvals, nb2_m4_yvals, xel, xeh,
nb2_m4_yerrl, nb2_m4_yerrh ) ;
TGraphAsymmErrors* gr_nb2_m4_2s = new TGraphAsymmErrors( 4, xvals, nb2_m4_yvals, xel, xeh,
nb2_m4_yerrl_2s, nb2_m4_yerrh_2s ) ;
gr_nb2_m4 -> SetFillStyle(fillStyle1sig) ;
gr_nb2_m4 -> SetFillColor(fillColor1sig) ;
gr_nb2_m4 -> SetLineColor(4) ;
gr_nb2_m4 -> SetLineWidth(1) ;
gr_nb2_m4 -> SetMarkerColor(4) ;
//gr_nb2_m4 -> SetMarkerStyle(24) ;
gr_nb2_m4_2s -> SetFillStyle(fillStyle2sig) ;
gr_nb2_m4_2s -> SetFillColor(fillColor2sig) ;
gr_nb2_m4_2s -> SetLineColor(4) ;
gr_nb2_m4_2s -> SetMarkerColor(4) ;
//gr_nb2_m4_2s -> SetMarkerStyle(24) ;
gr_nb2_m4_2s -> Draw("p2") ;
gr_nb2_m4_2s -> Draw("p") ;
gr_nb2_m4 -> Draw("p2") ;
gr_nb2_m4 -> Draw("p") ;
h_data_nb2_m4 -> Draw("same e") ;
//--------
cmip->cd(2) ;
TH1F* h_data_nb3_m2 = new TH1F( "h_data_nb3_m2", "Data, nB=3, MET2", 4, 0.5, 4.5 ) ;
h_data_nb3_m2 -> GetXaxis() -> SetBinLabel( 1, "HT1" ) ;
h_data_nb3_m2 -> GetXaxis() -> SetBinLabel( 2, "HT2" ) ;
h_data_nb3_m2 -> GetXaxis() -> SetBinLabel( 3, "HT3" ) ;
h_data_nb3_m2 -> GetXaxis() -> SetBinLabel( 4, "HT4" ) ;
h_data_nb3_m2 -> SetBinContent( 1, 149 ) ;
h_data_nb3_m2 -> SetBinContent( 2, 168 ) ;
h_data_nb3_m2 -> SetBinContent( 3, 16 ) ;
h_data_nb3_m2 -> SetBinContent( 4, 14 ) ;
h_data_nb3_m2 -> SetMarkerStyle(20) ;
h_data_nb3_m2 -> SetMarkerSize(1.2) ;
h_data_nb3_m2 -> SetLineWidth(2) ;
if ( doLogy) h_data_nb3_m2 -> SetMinimum( 4 ) ;
h_data_nb3_m2 -> SetMaximum( 370 ) ;
h_data_nb3_m2 -> Draw("e") ;
double nb3_m2_yvals[4] = { 106.7, 147.3, 25.3, 9.8 } ;
double nb3_m2_yerrh[4] = { 27, 59, 7.4, 3.6 } ;
double nb3_m2_yerrl[4] = { 18, 32, 5.9, 2.8} ;
double nb3_m2_yerrh_2s[4] = { 82, 193, 17, 8.0 } ;
double nb3_m2_yerrl_2s[4] = { 33, 56, 11, 4.9 } ;
TGraphAsymmErrors* gr_nb3_m2 = new TGraphAsymmErrors( 4, xvals, nb3_m2_yvals, xel, xeh,
nb3_m2_yerrl, nb3_m2_yerrh ) ;
TGraphAsymmErrors* gr_nb3_m2_2s = new TGraphAsymmErrors( 4, xvals, nb3_m2_yvals, xel, xeh,
nb3_m2_yerrl_2s, nb3_m2_yerrh_2s ) ;
gr_nb3_m2 -> SetFillStyle(fillStyle1sig) ;
gr_nb3_m2 -> SetFillColor(fillColor1sig) ;
gr_nb3_m2 -> SetLineColor(4) ;
gr_nb3_m2 -> SetLineWidth(1) ;
gr_nb3_m2 -> SetMarkerColor(4) ;
//gr_nb3_m2 -> SetMarkerStyle(24) ;
gr_nb3_m2_2s -> SetFillStyle(fillStyle2sig) ;
gr_nb3_m2_2s -> SetFillColor(fillColor2sig) ;
gr_nb3_m2_2s -> SetLineColor(4) ;
gr_nb3_m2_2s -> SetMarkerColor(4) ;
//gr_nb3_m2_2s -> SetMarkerStyle(24) ;
gr_nb3_m2_2s -> Draw("p2") ;
gr_nb3_m2_2s -> Draw("p") ;
gr_nb3_m2 -> Draw("p2") ;
gr_nb3_m2 -> Draw("p") ;
h_data_nb3_m2 -> Draw("same e") ;
//--------
cmip->cd(3) ;
TH1F* h_data_nb3_m3 = new TH1F( "h_data_nb3_m3", "Data, nB=3, MET3", 4, 0.5, 4.5 ) ;
h_data_nb3_m3 -> GetXaxis() -> SetBinLabel( 1, "HT1" ) ;
h_data_nb3_m3 -> GetXaxis() -> SetBinLabel( 2, "HT2" ) ;
h_data_nb3_m3 -> GetXaxis() -> SetBinLabel( 3, "HT3" ) ;
h_data_nb3_m3 -> GetXaxis() -> SetBinLabel( 4, "HT4" ) ;
h_data_nb3_m3 -> SetBinContent( 1, 13 ) ;
h_data_nb3_m3 -> SetBinContent( 2, 34 ) ;
h_data_nb3_m3 -> SetBinContent( 3, 5 ) ;
h_data_nb3_m3 -> SetBinContent( 4, 4 ) ;
h_data_nb3_m3 -> SetMarkerStyle(20) ;
h_data_nb3_m3 -> SetMarkerSize(1.2) ;
h_data_nb3_m3 -> SetLineWidth(2) ;
if ( doLogy) h_data_nb3_m3 -> SetMinimum( 0.3 ) ;
h_data_nb3_m3 -> SetMaximum( 45 ) ;
h_data_nb3_m3 -> Draw("e") ;
double nb3_m3_yvals[4] = { 11.3, 23.3, 5.8, 1.9 } ;
double nb3_m3_yerrh[4] = { 3.6, 6.9, 2.6, 1.6 } ;
double nb3_m3_yerrl[4] = { 2.8, 5.3, 2.0, 0.9 } ;
double nb3_m3_yerrh_2s[4] = { 9.1, 16.1, 6.2, 4.2 } ;
double nb3_m3_yerrl_2s[4] = { 5.1, 9.4, 3.3, 1.4 } ;
TGraphAsymmErrors* gr_nb3_m3 = new TGraphAsymmErrors( 4, xvals, nb3_m3_yvals, xel, xeh,
nb3_m3_yerrl, nb3_m3_yerrh ) ;
TGraphAsymmErrors* gr_nb3_m3_2s = new TGraphAsymmErrors( 4, xvals, nb3_m3_yvals, xel, xeh,
nb3_m3_yerrl_2s, nb3_m3_yerrh_2s ) ;
gr_nb3_m3 -> SetFillStyle(fillStyle1sig) ;
gr_nb3_m3 -> SetFillColor(fillColor1sig) ;
gr_nb3_m3 -> SetLineColor(4) ;
gr_nb3_m3 -> SetLineWidth(1) ;
gr_nb3_m3 -> SetMarkerColor(4) ;
//gr_nb3_m3 -> SetMarkerStyle(24) ;
gr_nb3_m3_2s -> SetFillStyle(fillStyle2sig) ;
gr_nb3_m3_2s -> SetFillColor(fillColor2sig) ;
gr_nb3_m3_2s -> SetLineColor(4) ;
gr_nb3_m3_2s -> SetMarkerColor(4) ;
//gr_nb3_m3_2s -> SetMarkerStyle(24) ;
gr_nb3_m3_2s -> Draw("p2") ;
gr_nb3_m3_2s -> Draw("p") ;
gr_nb3_m3 -> Draw("p2") ;
gr_nb3_m3 -> Draw("p") ;
h_data_nb3_m3 -> Draw("same e") ;
//--------
cmip->cd(4) ;
TH1F* h_data_nb3_m4 = new TH1F( "h_data_nb3_m4", "Data, nB=3, MET4", 4, 0.5, 4.5 ) ;
h_data_nb3_m4 -> GetXaxis() -> SetBinLabel( 1, "HT1" ) ;
h_data_nb3_m4 -> GetXaxis() -> SetBinLabel( 2, "HT2" ) ;
h_data_nb3_m4 -> GetXaxis() -> SetBinLabel( 3, "HT3" ) ;
h_data_nb3_m4 -> GetXaxis() -> SetBinLabel( 4, "HT4" ) ;
h_data_nb3_m4 -> SetBinContent( 1, 0 ) ;
h_data_nb3_m4 -> SetBinContent( 2, 8 ) ;
h_data_nb3_m4 -> SetBinContent( 3, 2 ) ;
h_data_nb3_m4 -> SetBinContent( 4, 4 ) ;
h_data_nb3_m4 -> SetMarkerStyle(20) ;
h_data_nb3_m4 -> SetMarkerSize(1.2) ;
h_data_nb3_m4 -> SetLineWidth(2) ;
if ( doLogy) h_data_nb3_m4 -> SetMinimum( 0.1 ) ;
h_data_nb3_m4 -> SetMaximum( 16 ) ;
h_data_nb3_m4 -> Draw("e") ;
double nb3_m4_yvals[4] = { -99., 8.2, 1.6, 0.3 } ;
double nb3_m4_yerrh[4] = { 0.0, 2.9, 1.2, 0.4 } ;
double nb3_m4_yerrl[4] = { 0.0, 2.2, 0.7, 0.1 } ;
double nb3_m4_yerrh_2s[4] = { 0.0, 6.6, 3.1, 1.4 } ;
double nb3_m4_yerrl_2s[4] = { 0.0, 3.9, 1.1, 0.2 } ;
TGraphAsymmErrors* gr_nb3_m4 = new TGraphAsymmErrors( 4, xvals, nb3_m4_yvals, xel, xeh,
nb3_m4_yerrl, nb3_m4_yerrh ) ;
TGraphAsymmErrors* gr_nb3_m4_2s = new TGraphAsymmErrors( 4, xvals, nb3_m4_yvals, xel, xeh,
nb3_m4_yerrl_2s, nb3_m4_yerrh_2s ) ;
gr_nb3_m4 -> SetFillStyle(fillStyle1sig) ;
gr_nb3_m4 -> SetFillColor(fillColor1sig) ;
gr_nb3_m4 -> SetLineColor(4) ;
gr_nb3_m4 -> SetLineWidth(1) ;
gr_nb3_m4 -> SetMarkerColor(4) ;
//gr_nb3_m4 -> SetMarkerStyle(24) ;
gr_nb3_m4_2s -> SetFillStyle(fillStyle2sig) ;
gr_nb3_m4_2s -> SetFillColor(fillColor2sig) ;
gr_nb3_m4_2s -> SetLineColor(4) ;
gr_nb3_m4_2s -> SetMarkerColor(4) ;
//gr_nb3_m4_2s -> SetMarkerStyle(24) ;
gr_nb3_m4_2s -> Draw("p2") ;
gr_nb3_m4_2s -> Draw("p") ;
gr_nb3_m4 -> Draw("p2") ;
gr_nb3_m4 -> Draw("p") ;
h_data_nb3_m4 -> Draw("same e") ;
cmip->Update() ;
cmip->Draw() ;
cmip->SaveAs("outputfiles/fitresult-unbiased-hsbins-18fb.pdf" ) ;
}
void Plotter(TString plots="2btag", bool LogScale=false, TString cat = "ttbb", TString nSyst = "btagcfI"){
TString files = "../" + dirnameIn + fl;
/****************
Style
****************/
setTDRStyle();
gROOT->SetStyle("Plain");
gStyle->SetOptFit(1000);
gStyle->SetOptStat("emruo");
gStyle->SetOptStat(kFALSE);
gStyle->SetPadTickY(1);
gStyle->SetPadTickX(1);
int col_Nom = 1;
int col_Up = 2;
int col_Down = 4;
/****************
Channel
****************/
TString channel[3];
channel[0] = "mujets";
channel[1] = "ejets";
channel[2] = "lepjet";
/****************
ttbar Signal
****************/
std::vector<histos> ttbar_Nom;
std::vector<histos> ttbar_Up;
std::vector<histos> ttbar_Down;
ttbar_Nom = loadhistogramsSys(plots, files + "_ttbar_LepJetsPowhegPythia" + cat,"central");
ttbar_Up = loadhistogramsSys(plots, files + "_ttbar_LepJetsPowhegPythia" + cat, nSyst + "Up");
ttbar_Down = loadhistogramsSys(plots, files + "_ttbar_LepJetsPowhegPythia" + cat, nSyst + "Down");
setuphistograms(ttbar_Nom, col_Nom, 1);
setuphistograms(ttbar_Up, col_Up, 2);
setuphistograms(ttbar_Down, col_Down, 3);
/****************
Draw Histos
****************/
TCanvas *histocanvas;
histocanvas = new TCanvas("plots", "Plots");
for(unsigned int h=0; h<ttbar_Nom.size(); h++){
for(int ch=0; ch<3; ch++){
histocanvas->cd();
if(LogScale) histocanvas->cd()->SetLogy();
ttbar_Nom[h].hist[ch]->GetXaxis()->SetRange(ttbar_Nom[h].hist[ch]->GetXaxis()->GetFirst(),
ttbar_Nom[h].hist[ch]->GetXaxis()->GetLast());
//ttbar_Nom[h].hist[ch]->GetYaxis()->SetTitle("Events");
ttbar_Nom[h].hist[ch]->GetYaxis()->SetTitleOffset(1.2);
ttbar_Nom[h].hist[ch]->GetYaxis()->SetTitleSize(0.07);
ttbar_Nom[h].hist[ch]->GetYaxis()->SetLabelSize(0.055);
ttbar_Nom[h].hist[ch]->GetYaxis()->SetNdivisions(607);
//ttbar_Nom[h].hist[ch]->GetYaxis()->SetLabelSize(0.05);
TGaxis *hYaxis = (TGaxis*)ttbar_Nom[h].hist[ch]->GetYaxis();
//hYaxis->SetMaxDigits(3);
//ttbar_Nom[h].hist[ch]->GetXaxis()->SetLabelSize(0.0);
//ttbar_Nom[h].hist[ch]->GetXaxis()->SetTitle("");
ttbar_Nom[h].hist[ch]->GetXaxis()->SetNdivisions(509); //(402)
ttbar_Nom[h].hist[ch]->GetXaxis()->SetTitleOffset(1.1);
// Produce enough vertical space for the legend
float MaxHisto;
if(LogScale) MaxHisto = 8.0;
else MaxHisto = 1.4;
float maxh;
maxh = ttbar_Nom[h].hist[ch]->GetMaximum();
if (maxh < ttbar_Up[h].hist[ch]->GetMaximum()) maxh = ttbar_Up[h].hist[ch]->GetMaximum();
if (maxh < ttbar_Down[h].hist[ch]->GetMaximum()) maxh = ttbar_Down[h].hist[ch]->GetMaximum();
ttbar_Nom[h].hist[ch]->SetMaximum(MaxHisto*maxh);
//ttbar_Nom[h].hist[ch]->SetMinimum(0.1);
ttbar_Nom[h].hist[ch]->Draw("hist");
ttbar_Up[h].hist[ch]->Draw("histSAME");
ttbar_Down[h].hist[ch]->Draw("histSAME");
//ttbar_1[h].hist[ch]->Draw("histoSAME");
/***********************
Legends
***********************/
TLegend *leg;
float legx1=0.70;
float legy1=0.75;
float legx2=0.93;
float legy2=0.93;
leg = new TLegend(legx1,legy1,legx2,legy2);
leg->SetFillColor(0);
leg->SetLineColor(1);
leg->SetTextFont(62);
leg->SetTextSize(0.03);
leg->AddEntry((TObject*)0, cat + ": " + nSyst,"");
leg->AddEntry((TObject*)0,"","");
leg->AddEntry(ttbar_Nom[h].hist[ch],"Nom","l");
leg->AddEntry(ttbar_Up[h].hist[ch],"Up","l");
leg->AddEntry(ttbar_Down[h].hist[ch],"Down","l");
//leg->AddEntry((TObject*)0,"","");
leg->Draw("SAME");
//-------------------------------------------------------
// CMS Legend
//-------------------------------------------------------
TString htitleCMSChannel[3];
htitleCMSChannel[0] = "#mu^{#pm}+jets channel";
htitleCMSChannel[1] = "e^{#pm}+jets channel";
htitleCMSChannel[2] = "l^{#pm}+jets channel";
TLatex *titlePr;
titlePr = new TLatex(-20.,50.,"Preliminary");
titlePr->SetNDC();
titlePr->SetTextAlign(12);
titlePr->SetX(0.25);
titlePr->SetY(0.97);
titlePr->SetTextColor(2);
titlePr->SetTextFont(42);
titlePr->SetTextSize(0.05);
titlePr->SetTextSizePixels(24);
titlePr->Draw("SAME");
TLatex *title;
title = new TLatex(-20.,50.,"CMS #sqrt{s} = 13TeV, L = 36.5 fb^{-1}");
title->SetNDC();
title->SetTextAlign(12);
title->SetX(0.20);
title->SetY(0.80);
title->SetTextFont(42);
title->SetTextSize(0.03);
title->SetTextSizePixels(24);
title->Draw("SAME");
TLatex *chtitle;
chtitle = new TLatex(-20.,50.,htitleCMSChannel[ch]);
chtitle->SetNDC();
chtitle->SetTextAlign(12);
chtitle->SetX(0.20);
chtitle->SetY(0.86);
chtitle->SetTextFont(42);
chtitle->SetTextSize(0.03);
chtitle->SetTextSizePixels(24);
chtitle->Draw("SAME");
/***********************
Save Histos
***********************/
TString dirfigname_log;
if(LogScale) dirfigname_log = "_log";
else dirfigname_log = "";
TString dirfigname_pdf;
TString dirfigname_png;
dirfigname_pdf = "../" + dirnameIn + "figuresNomUpDown_" + fl + "/ttbbNomUpDown_" + cat + "/pdf" + dirfigname_log + "/";
//dirfigname_png = dirnameIn + "figuresSystComp_" + fl + "/ttbb/png" + dirfigname_log + "/";
// make a dir if it does not exist!!
gSystem->mkdir(dirfigname_pdf, kTRUE);
histocanvas->SaveAs(dirfigname_pdf + nSyst + "_" + ttbar_Nom[h].hist[ch]->GetName() + ".pdf");
//gSystem->mkdir(dirfigname_png, kTRUE);
//histocanvas->SaveAs(dirfigname_png + WJets[h].hist[ch]->GetName() + ".png");
// clear Canvas
histocanvas->Clear();
}
}
} //end Plots.C
void mcclosure3( const char* infile = "rootfiles/gi-plots-met4-ht4.root",
const char* datfile = "Input-met4-ht4-wsyst1.dat",
bool doQCDCorrection = true,
bool doQCDSyst = true,
bool doTTWJCorrection = true,
bool doTTWJSyst = true
) {
int nBinsMET(0), nBinsHT(0) ;
TString infileStr( infile ) ;
gSystem->Exec("mkdir -p outputfiles") ;
gStyle->SetOptStat(0) ;
gStyle->SetPadTopMargin(0.03) ;
gStyle->SetPadBottomMargin(0.30) ;
gStyle->SetPadRightMargin(0.05) ;
gStyle->SetPadLeftMargin(0.15) ;
gStyle->SetTitleX(0.98) ;
gStyle->SetTitleAlign(33) ;
gStyle->SetPadGridY(1) ;
TLine* line = new TLine() ;
line->SetLineStyle(1) ;
line->SetLineWidth(2) ;
line->SetLineColor(2) ;
gDirectory->Delete("h*") ;
loadHist( infile ) ;
TH1F* hmctruth_ttwj_0lep_1b = (TH1F*) gDirectory->FindObject("hmctruth_ttwj_0lep_1b") ;
if ( hmctruth_ttwj_0lep_1b == 0x0 ) { printf("\n\n\n *** can't find hmctruth_ttwj_0lep_1b.\n\n") ; return ; }
TH1F* hmctruth_ttwj_1lep_1b = (TH1F*) gDirectory->FindObject("hmctruth_ttwj_1lep_1b") ;
if ( hmctruth_ttwj_1lep_1b == 0x0 ) { printf("\n\n\n *** can't find hmctruth_ttwj_1lep_1b.\n\n") ; return ; }
TH1F* hmctruth_ttwj_0over1ratio_1b = (TH1F*) hmctruth_ttwj_0lep_1b->Clone("hmctruth_ttwj_0over1ratio_1b") ;
hmctruth_ttwj_0over1ratio_1b->Divide( hmctruth_ttwj_1lep_1b ) ;
TH1F* hmctruth_ttwj_0lep_2b = (TH1F*) gDirectory->FindObject("hmctruth_ttwj_0lep_2b") ;
if ( hmctruth_ttwj_0lep_2b == 0x0 ) { printf("\n\n\n *** can't find hmctruth_ttwj_0lep_2b.\n\n") ; return ; }
TH1F* hmctruth_ttwj_1lep_2b = (TH1F*) gDirectory->FindObject("hmctruth_ttwj_1lep_2b") ;
if ( hmctruth_ttwj_1lep_2b == 0x0 ) { printf("\n\n\n *** can't find hmctruth_ttwj_1lep_2b.\n\n") ; return ; }
TH1F* hmctruth_ttwj_0over1ratio_2b = (TH1F*) hmctruth_ttwj_0lep_2b->Clone("hmctruth_ttwj_0over1ratio_2b") ;
hmctruth_ttwj_0over1ratio_2b->Divide( hmctruth_ttwj_1lep_2b ) ;
TH1F* hmctruth_ttwj_0lep_3b = (TH1F*) gDirectory->FindObject("hmctruth_ttwj_0lep_3b") ;
if ( hmctruth_ttwj_0lep_3b == 0x0 ) { printf("\n\n\n *** can't find hmctruth_ttwj_0lep_3b.\n\n") ; return ; }
TH1F* hmctruth_ttwj_1lep_3b = (TH1F*) gDirectory->FindObject("hmctruth_ttwj_1lep_3b") ;
if ( hmctruth_ttwj_1lep_3b == 0x0 ) { printf("\n\n\n *** can't find hmctruth_ttwj_1lep_3b.\n\n") ; return ; }
TH1F* hmctruth_ttwj_0over1ratio_3b = (TH1F*) hmctruth_ttwj_0lep_3b->Clone("hmctruth_ttwj_0over1ratio_3b") ;
hmctruth_ttwj_0over1ratio_3b->Divide( hmctruth_ttwj_1lep_3b ) ;
hmctruth_ttwj_0over1ratio_1b->SetLineColor(2) ;
hmctruth_ttwj_0over1ratio_2b->SetLineColor(6) ;
hmctruth_ttwj_0over1ratio_3b->SetLineColor(4) ;
hmctruth_ttwj_0over1ratio_1b->SetMarkerStyle(20) ;
hmctruth_ttwj_0over1ratio_2b->SetMarkerStyle(25) ;
hmctruth_ttwj_0over1ratio_3b->SetMarkerStyle(30) ;
char binlabel[1000] ;
sprintf( binlabel, "%s", hmctruth_ttwj_0lep_1b -> GetXaxis() -> GetBinLabel( hmctruth_ttwj_0lep_1b->GetNbinsX() - 1 ) ) ;
sscanf( binlabel, "0lep_M%d_H%d_1b", &nBinsMET, &nBinsHT ) ;
printf("\n\n Bin label: %s, nmet=%d, nht=%d\n\n", binlabel, nBinsMET, nBinsHT ) ;
//-- compute dumb ave ratio
int nBins = hmctruth_ttwj_0over1ratio_1b->GetNbinsX() ;
double total0lep(0.) ;
double total1lep(0.) ;
double sumw20lep(0.) ;
double sumw21lep(0.) ;
for ( int bi=1; bi<=nBins; bi++ ) {
total0lep += hmctruth_ttwj_0lep_1b->GetBinContent( bi ) ;
total0lep += hmctruth_ttwj_0lep_2b->GetBinContent( bi ) ;
total0lep += hmctruth_ttwj_0lep_3b->GetBinContent( bi ) ;
total1lep += hmctruth_ttwj_1lep_1b->GetBinContent( bi ) ;
total1lep += hmctruth_ttwj_1lep_2b->GetBinContent( bi ) ;
total1lep += hmctruth_ttwj_1lep_3b->GetBinContent( bi ) ;
sumw20lep += pow( hmctruth_ttwj_0lep_1b->GetBinError( bi ), 2 ) ;
sumw20lep += pow( hmctruth_ttwj_0lep_2b->GetBinError( bi ), 2 ) ;
sumw20lep += pow( hmctruth_ttwj_0lep_3b->GetBinError( bi ), 2 ) ;
sumw21lep += pow( hmctruth_ttwj_1lep_1b->GetBinError( bi ), 2 ) ;
sumw21lep += pow( hmctruth_ttwj_1lep_2b->GetBinError( bi ), 2 ) ;
sumw21lep += pow( hmctruth_ttwj_1lep_3b->GetBinError( bi ), 2 ) ;
} // bi.
double simpleAveR_0over1 = total0lep / total1lep ;
double simpleAveR_0over1_err = simpleAveR_0over1 * sqrt( sumw20lep/(total0lep*total0lep) + sumw21lep/(total1lep*total1lep) ) ;
printf("\n\n Simple average 0lep/1lep = %5.3f +/- %5.3f\n\n", simpleAveR_0over1, simpleAveR_0over1_err ) ;
TH1F* hscalefactor_ttwj_0over1ratio_1b = (TH1F*) hmctruth_ttwj_0over1ratio_1b->Clone("hscalefactor_ttwj_0lep_1b") ;
TH1F* hscalefactor_ttwj_0over1ratio_2b = (TH1F*) hmctruth_ttwj_0over1ratio_2b->Clone("hscalefactor_ttwj_0lep_2b") ;
TH1F* hscalefactor_ttwj_0over1ratio_3b = (TH1F*) hmctruth_ttwj_0over1ratio_3b->Clone("hscalefactor_ttwj_0lep_3b") ;
hscalefactor_ttwj_0over1ratio_1b->Scale(1./simpleAveR_0over1) ;
hscalefactor_ttwj_0over1ratio_2b->Scale(1./simpleAveR_0over1) ;
hscalefactor_ttwj_0over1ratio_3b->Scale(1./simpleAveR_0over1) ;
hmctruth_ttwj_0over1ratio_1b->SetMinimum(0.) ;
hmctruth_ttwj_0over1ratio_2b->SetMinimum(0.) ;
hmctruth_ttwj_0over1ratio_3b->SetMinimum(0.) ;
hmctruth_ttwj_0over1ratio_1b->SetMaximum(3.) ;
hmctruth_ttwj_0over1ratio_2b->SetMaximum(3.) ;
hmctruth_ttwj_0over1ratio_3b->SetMaximum(3.) ;
hscalefactor_ttwj_0over1ratio_1b->SetMinimum(0.) ;
hscalefactor_ttwj_0over1ratio_2b->SetMinimum(0.) ;
hscalefactor_ttwj_0over1ratio_3b->SetMinimum(0.) ;
hscalefactor_ttwj_0over1ratio_1b->SetMaximum(2.5) ;
hscalefactor_ttwj_0over1ratio_2b->SetMaximum(2.5) ;
hscalefactor_ttwj_0over1ratio_3b->SetMaximum(2.5) ;
gStyle->SetPadRightMargin(0.08) ;
TCanvas* cttwj = (TCanvas*) gDirectory->FindObject("cttwj") ;
if ( cttwj == 0x0 ) {
cttwj = new TCanvas("cttwj","ttwj closure", 700, 950) ;
}
cttwj->Clear() ;
cttwj->Divide(1,2) ;
TLegend* legend_ttwj = new TLegend( 0.91, 0.77, 0.99, 0.93 ) ;
legend_ttwj->SetFillColor(kWhite) ;
legend_ttwj->AddEntry( hmctruth_ttwj_0over1ratio_1b, "=1b") ;
legend_ttwj->AddEntry( hmctruth_ttwj_0over1ratio_2b, "=2b") ;
legend_ttwj->AddEntry( hmctruth_ttwj_0over1ratio_3b, ">=3b") ;
cttwj->cd(1) ;
hmctruth_ttwj_0over1ratio_1b->SetTitle("ttwj: 0 Lepton / 1 Lepton, Ratio") ;
hmctruth_ttwj_0over1ratio_1b->Draw() ;
hmctruth_ttwj_0over1ratio_2b->Draw("same") ;
hmctruth_ttwj_0over1ratio_3b->Draw("same") ;
legend_ttwj->Draw() ;
cttwj->cd(2) ;
hscalefactor_ttwj_0over1ratio_1b->SetTitle("ttwj: 0 Lepton / 1 Lepton, Scale Factor") ;
hscalefactor_ttwj_0over1ratio_1b->Draw() ;
hscalefactor_ttwj_0over1ratio_2b->Draw("same") ;
hscalefactor_ttwj_0over1ratio_3b->Draw("same") ;
line->DrawLine(0.5,1.,hscalefactor_ttwj_0over1ratio_1b->GetNbinsX()+0.5,1.) ;
legend_ttwj->Draw() ;
TString outttwj( infileStr ) ;
outttwj.ReplaceAll("rootfiles","outputfiles") ;
outttwj.ReplaceAll(".root","-mcclosure-ttwj1.pdf") ;
cttwj->SaveAs( outttwj ) ;
//----
TCanvas* cttwj3 = (TCanvas*) gDirectory->FindObject("cttwj3") ;
if ( cttwj3 == 0x0 ) {
cttwj3 = new TCanvas("cttwj3","ttwj closure", 1200, 950) ;
}
cttwj3->Clear() ;
cttwj3->Divide(3,2) ;
cttwj3->cd(1) ;
hmctruth_ttwj_0over1ratio_1b->SetTitle("ttwj =1b: 0 Lepton / 1 Lepton, Ratio") ;
hmctruth_ttwj_0over1ratio_1b->Draw() ;
cttwj3->cd(2) ;
hmctruth_ttwj_0over1ratio_2b->SetTitle("ttwj =2b: 0 Lepton / 1 Lepton, Ratio") ;
hmctruth_ttwj_0over1ratio_2b->Draw() ;
cttwj3->cd(3) ;
hmctruth_ttwj_0over1ratio_3b->SetTitle("ttwj >=3b: 0 Lepton / 1 Lepton, Ratio") ;
hmctruth_ttwj_0over1ratio_3b->Draw() ;
cttwj3->cd(4) ;
hscalefactor_ttwj_0over1ratio_1b->SetTitle("ttwj =1b: 0 Lepton / 1 Lepton, Scale Factor") ;
hscalefactor_ttwj_0over1ratio_1b->Draw() ;
line->DrawLine(0.5,1.,hscalefactor_ttwj_0over1ratio_1b->GetNbinsX()+0.5,1.) ;
hscalefactor_ttwj_0over1ratio_1b->Draw("same") ;
cttwj3->cd(5) ;
hscalefactor_ttwj_0over1ratio_2b->SetTitle("ttwj =2b: 0 Lepton / 1 Lepton, Scale Factor") ;
hscalefactor_ttwj_0over1ratio_2b->Draw() ;
line->DrawLine(0.5,1.,hscalefactor_ttwj_0over1ratio_1b->GetNbinsX()+0.5,1.) ;
hscalefactor_ttwj_0over1ratio_2b->Draw("same") ;
cttwj3->cd(6) ;
hscalefactor_ttwj_0over1ratio_3b->SetTitle("ttwj >=3b: 0 Lepton / 1 Lepton, Scale Factor") ;
hscalefactor_ttwj_0over1ratio_3b->Draw() ;
line->DrawLine(0.5,1.,hscalefactor_ttwj_0over1ratio_1b->GetNbinsX()+0.5,1.) ;
hscalefactor_ttwj_0over1ratio_3b->Draw("same") ;
TString outttwj3( infileStr ) ;
outttwj3.ReplaceAll("rootfiles","outputfiles") ;
outttwj3.ReplaceAll(".root","-mcclosure-ttwj3.pdf") ;
cttwj3->SaveAs( outttwj3 ) ;
//----
hmctruth_ttwj_0lep_1b->SetFillColor(kBlue-9) ;
hmctruth_ttwj_0lep_2b->SetFillColor(kBlue-9) ;
hmctruth_ttwj_0lep_3b->SetFillColor(kBlue-9) ;
hmctruth_ttwj_1lep_1b->SetFillColor(kBlue-9) ;
hmctruth_ttwj_1lep_2b->SetFillColor(kBlue-9) ;
hmctruth_ttwj_1lep_3b->SetFillColor(kBlue-9) ;
hmctruth_ttwj_0lep_1b->SetLineWidth(2) ;
hmctruth_ttwj_0lep_2b->SetLineWidth(2) ;
hmctruth_ttwj_0lep_3b->SetLineWidth(2) ;
hmctruth_ttwj_1lep_1b->SetLineWidth(2) ;
hmctruth_ttwj_1lep_2b->SetLineWidth(2) ;
hmctruth_ttwj_1lep_3b->SetLineWidth(2) ;
TCanvas* cttwj3b = (TCanvas*) gDirectory->FindObject("cttwj3b") ;
if ( cttwj3b == 0x0 ) {
cttwj3b = new TCanvas("cttwj3b","ttwj closure", 1200, 950) ;
}
cttwj3b->Clear() ;
cttwj3b->Divide(3,2) ;
cttwj3b->cd(1) ;
hmctruth_ttwj_0lep_1b->SetTitle("ttwj =1b: 0 Lepton") ;
hmctruth_ttwj_0lep_1b->Draw() ;
hmctruth_ttwj_0lep_1b->Draw("histsame") ;
hmctruth_ttwj_0lep_1b->Draw("esame") ;
cttwj3b->cd(2) ;
hmctruth_ttwj_0lep_2b->SetTitle("ttwj =2b: 0 Lepton") ;
hmctruth_ttwj_0lep_2b->Draw() ;
hmctruth_ttwj_0lep_2b->Draw("histsame") ;
hmctruth_ttwj_0lep_2b->Draw("esame") ;
cttwj3b->cd(3) ;
hmctruth_ttwj_0lep_3b->SetTitle("ttwj >=3b: 0 Lepton") ;
hmctruth_ttwj_0lep_3b->Draw() ;
hmctruth_ttwj_0lep_3b->Draw("histsame") ;
hmctruth_ttwj_0lep_3b->Draw("esame") ;
cttwj3b->cd(4) ;
hmctruth_ttwj_1lep_1b->SetTitle("ttwj =1b: 1 Lepton") ;
hmctruth_ttwj_1lep_1b->Draw() ;
hmctruth_ttwj_1lep_1b->Draw("histsame") ;
hmctruth_ttwj_1lep_1b->Draw("esame") ;
cttwj3b->cd(5) ;
hmctruth_ttwj_1lep_2b->SetTitle("ttwj =2b: 1 Lepton") ;
hmctruth_ttwj_1lep_2b->Draw() ;
hmctruth_ttwj_1lep_2b->Draw("histsame") ;
hmctruth_ttwj_1lep_2b->Draw("esame") ;
cttwj3b->cd(6) ;
hmctruth_ttwj_1lep_3b->SetTitle("ttwj >=3b: 1 Lepton") ;
hmctruth_ttwj_1lep_3b->Draw() ;
hmctruth_ttwj_1lep_3b->Draw("histsame") ;
hmctruth_ttwj_1lep_3b->Draw("esame") ;
TString outttwj3b( infileStr ) ;
outttwj3b.ReplaceAll("rootfiles","outputfiles") ;
outttwj3b.ReplaceAll(".root","-mcclosure-ttwj3b.pdf") ;
cttwj3b->SaveAs( outttwj3b ) ;
//----
//--- insert ttwj numbers into file.
for ( int mbi=0; mbi<nBinsMET ; mbi++ ) {
for ( int hbi=0; hbi<nBinsHT ; hbi++ ) {
int hbin = 1 + (nBinsHT+1)*mbi + hbi + 1 ;
char parameterName[1000] ;
double err, diff, systValue, correction ;
sprintf( parameterName, "sf_ttwj_M%d_H%d_1b_err", mbi+1, hbi+1 ) ;
printf( "met=%d, ht=%d : %s %s\n", mbi+1, hbi+1,
parameterName,
hmctruth_ttwj_0lep_1b -> GetXaxis() -> GetBinLabel( hbin ) ) ;
err = hscalefactor_ttwj_0over1ratio_1b->GetBinError(hbin) ;
correction = hscalefactor_ttwj_0over1ratio_1b->GetBinContent(hbin) ;
diff = correction - 1. ;
if ( err > 0. ) {
systValue = sqrt( pow(err,2) + pow(0.5*diff,2) ) ;
} else {
systValue = 3.0 ;
}
if ( doTTWJSyst ) {
updateFileValue( datfile, parameterName, systValue ) ;
} else {
updateFileValue( datfile, parameterName, 0.0 ) ;
}
sprintf( parameterName, "sf_ttwj_M%d_H%d_1b", mbi+1, hbi+1 ) ;
if ( doTTWJCorrection ) {
updateFileValue( datfile, parameterName, correction ) ;
} else {
updateFileValue( datfile, parameterName, 1.0 ) ;
}
sprintf( parameterName, "sf_ttwj_M%d_H%d_2b_err", mbi+1, hbi+1 ) ;
err = hscalefactor_ttwj_0over1ratio_2b->GetBinError(hbin) ;
correction = hscalefactor_ttwj_0over1ratio_2b->GetBinContent(hbin) ;
diff = correction - 1. ;
if ( err > 0. ) {
systValue = sqrt( pow(err,2) + pow(0.5*diff,2) ) ;
} else {
systValue = 3.0 ;
}
if ( doTTWJSyst ) {
updateFileValue( datfile, parameterName, systValue ) ;
} else {
updateFileValue( datfile, parameterName, 0.0 ) ;
}
sprintf( parameterName, "sf_ttwj_M%d_H%d_2b", mbi+1, hbi+1 ) ;
if ( doTTWJCorrection ) {
updateFileValue( datfile, parameterName, correction ) ;
} else {
updateFileValue( datfile, parameterName, 1.0 ) ;
}
sprintf( parameterName, "sf_ttwj_M%d_H%d_3b_err", mbi+1, hbi+1 ) ;
err = hscalefactor_ttwj_0over1ratio_3b->GetBinError(hbin) ;
correction = hscalefactor_ttwj_0over1ratio_3b->GetBinContent(hbin) ;
diff = correction - 1. ;
if ( err > 0. ) {
systValue = sqrt( pow(err,2) + pow(0.5*diff,2) ) ;
} else {
systValue = 3.0 ;
}
if ( doTTWJSyst ) {
updateFileValue( datfile, parameterName, systValue ) ;
} else {
updateFileValue( datfile, parameterName, 0.0 ) ;
}
sprintf( parameterName, "sf_ttwj_M%d_H%d_3b", mbi+1, hbi+1 ) ;
if ( doTTWJCorrection ) {
updateFileValue( datfile, parameterName, correction ) ;
} else {
updateFileValue( datfile, parameterName, 1.0 ) ;
}
} // hbi.
} // mbi.
//--- Q C D Part --------------
//--- This is written to go with QCD model 3, which is a single ZL/LDP floating scale factor.
TH1F* hmctruth_qcd_0lep_1b = (TH1F*) gDirectory->FindObject("hmctruth_qcd_0lep_1b") ;
if ( hmctruth_qcd_0lep_1b == 0x0 ) { printf("\n\n *** Can't find hmctruth_qcd_0lep_1b.\n\n") ; return ; }
TH1F* hmctruth_qcd_ldp_1b = (TH1F*) gDirectory->FindObject("hmctruth_qcd_ldp_1b") ;
if ( hmctruth_qcd_ldp_1b == 0x0 ) { printf("\n\n *** Can't find hmctruth_qcd_ldp_1b.\n\n") ; return ; }
TH1F* hmctruth_qcd_0lep_2b = (TH1F*) gDirectory->FindObject("hmctruth_qcd_0lep_2b") ;
if ( hmctruth_qcd_0lep_2b == 0x0 ) { printf("\n\n *** Can't find hmctruth_qcd_0lep_2b.\n\n") ; return ; }
TH1F* hmctruth_qcd_ldp_2b = (TH1F*) gDirectory->FindObject("hmctruth_qcd_ldp_2b") ;
if ( hmctruth_qcd_ldp_2b == 0x0 ) { printf("\n\n *** Can't find hmctruth_qcd_ldp_2b.\n\n") ; return ; }
TH1F* hmctruth_qcd_0lep_3b = (TH1F*) gDirectory->FindObject("hmctruth_qcd_0lep_3b") ;
if ( hmctruth_qcd_0lep_3b == 0x0 ) { printf("\n\n *** Can't find hmctruth_qcd_0lep_3b.\n\n") ; return ; }
TH1F* hmctruth_qcd_ldp_3b = (TH1F*) gDirectory->FindObject("hmctruth_qcd_ldp_3b") ;
if ( hmctruth_qcd_ldp_3b == 0x0 ) { printf("\n\n *** Can't find hmctruth_qcd_ldp_3b.\n\n") ; return ; }
TH1F* hmctruth_qcd_0lepoverldpratio_1b = (TH1F*) hmctruth_qcd_0lep_1b->Clone("hmctruth_qcd_0lepoverldpratio_1b") ;
TH1F* hmctruth_qcd_0lepoverldpratio_2b = (TH1F*) hmctruth_qcd_0lep_2b->Clone("hmctruth_qcd_0lepoverldpratio_2b") ;
TH1F* hmctruth_qcd_0lepoverldpratio_3b = (TH1F*) hmctruth_qcd_0lep_3b->Clone("hmctruth_qcd_0lepoverldpratio_3b") ;
hmctruth_qcd_0lepoverldpratio_1b->Divide( hmctruth_qcd_ldp_1b ) ;
hmctruth_qcd_0lepoverldpratio_2b->Divide( hmctruth_qcd_ldp_2b ) ;
hmctruth_qcd_0lepoverldpratio_3b->Divide( hmctruth_qcd_ldp_3b ) ;
hmctruth_qcd_0lepoverldpratio_1b->SetLineColor(2) ;
hmctruth_qcd_0lepoverldpratio_2b->SetLineColor(6) ;
hmctruth_qcd_0lepoverldpratio_3b->SetLineColor(4) ;
hmctruth_qcd_0lepoverldpratio_1b->SetMarkerStyle(20) ;
hmctruth_qcd_0lepoverldpratio_2b->SetMarkerStyle(25) ;
hmctruth_qcd_0lepoverldpratio_3b->SetMarkerStyle(30) ;
double zlsum[100] ;
double ldpsum[100] ;
double zlsumw2[100] ;
double ldpsumw2[100] ;
for ( int hbi=0; hbi<nBinsHT; hbi++ ) {
zlsum[hbi] = 0. ;
zlsumw2[hbi] = 0. ;
ldpsum[hbi] = 0. ;
ldpsumw2[hbi] = 0. ;
}
for ( int mbi=0; mbi<nBinsMET ; mbi++ ) {
for ( int hbi=0; hbi<nBinsHT ; hbi++ ) {
int hbinin = 1 + (nBinsHT+1)*mbi + hbi + 1 ;
zlsum[hbi] += hmctruth_qcd_0lep_1b->GetBinContent( hbinin ) ;
zlsum[hbi] += hmctruth_qcd_0lep_2b->GetBinContent( hbinin ) ;
zlsum[hbi] += hmctruth_qcd_0lep_3b->GetBinContent( hbinin ) ;
zlsumw2[hbi] += pow( hmctruth_qcd_0lep_1b->GetBinError( hbinin ), 2 ) ;
zlsumw2[hbi] += pow( hmctruth_qcd_0lep_2b->GetBinError( hbinin ), 2 ) ;
zlsumw2[hbi] += pow( hmctruth_qcd_0lep_3b->GetBinError( hbinin ), 2 ) ;
ldpsum[hbi] += hmctruth_qcd_ldp_1b->GetBinContent( hbinin ) ;
ldpsum[hbi] += hmctruth_qcd_ldp_2b->GetBinContent( hbinin ) ;
ldpsum[hbi] += hmctruth_qcd_ldp_3b->GetBinContent( hbinin ) ;
ldpsumw2[hbi] += pow( hmctruth_qcd_ldp_1b->GetBinError( hbinin ), 2 ) ;
ldpsumw2[hbi] += pow( hmctruth_qcd_ldp_2b->GetBinError( hbinin ), 2 ) ;
ldpsumw2[hbi] += pow( hmctruth_qcd_ldp_3b->GetBinError( hbinin ), 2 ) ;
} // hbi
} // mbi
printf("\n\n") ;
double qcd_0lepoverldpratio[100] ;
double qcd_0lepoverldpratio_err[100] ;
for ( int hbi=0; hbi<nBinsHT ; hbi++ ) {
qcd_0lepoverldpratio[hbi] = 0. ;
if ( ldpsum[hbi] > 0. ) {
qcd_0lepoverldpratio[hbi] = zlsum[hbi] / ldpsum[hbi] ;
}
qcd_0lepoverldpratio_err[hbi] = 0. ;
if ( ldpsum[hbi] > 0. && zlsum[hbi] > 0. ) {
qcd_0lepoverldpratio_err[hbi] = qcd_0lepoverldpratio[hbi] * sqrt(
zlsumw2[hbi] / pow( zlsum[hbi],2)
+ ldpsumw2[hbi] / pow( ldpsum[hbi],2)
) ;
}
printf(" HT bin %d : 0lep/LDP ratio = %5.3f +/- %5.3f\n", hbi+1, qcd_0lepoverldpratio[hbi], qcd_0lepoverldpratio_err[hbi] ) ;
} // hbi.
printf("\n\n") ;
float zlsum_all(0.) ;
float ldpsum_all(0.) ;
float zlsumw2_all(0.) ;
float ldpsumw2_all(0.) ;
for ( int hbi=0; hbi<nBinsHT ; hbi++ ) {
zlsum_all += zlsum[hbi] ;
ldpsum_all += ldpsum[hbi] ;
zlsumw2_all += zlsumw2[hbi] ;
ldpsumw2_all += ldpsumw2[hbi] ;
} // hbi.
float qcd_0lepoverldpratio_all(0.) ;
float qcd_0lepoverldpratio_all_err(0.) ;
if ( ldpsum_all > 0 && zlsum_all > 0 ) {
qcd_0lepoverldpratio_all = zlsum_all / ldpsum_all ;
qcd_0lepoverldpratio_all_err = qcd_0lepoverldpratio_all * sqrt( zlsumw2_all / pow( zlsum_all,2) + ldpsumw2_all / pow( ldpsum_all, 2) ) ;
}
printf(" Average QCD 0lep/LDP ratio = %5.3f +/- %5.3f\n", qcd_0lepoverldpratio_all, qcd_0lepoverldpratio_all_err ) ;
printf("\n\n") ;
//----------
TH1F* hscalefactor_qcd_0lepoverldpratio_1b = (TH1F*) hmctruth_qcd_0lepoverldpratio_1b->Clone( "hscalefactor_qcd_0lepoverldpratio_1b" ) ;
TH1F* hscalefactor_qcd_0lepoverldpratio_2b = (TH1F*) hmctruth_qcd_0lepoverldpratio_2b->Clone( "hscalefactor_qcd_0lepoverldpratio_2b" ) ;
TH1F* hscalefactor_qcd_0lepoverldpratio_3b = (TH1F*) hmctruth_qcd_0lepoverldpratio_3b->Clone( "hscalefactor_qcd_0lepoverldpratio_3b" ) ;
hscalefactor_qcd_0lepoverldpratio_1b -> Scale( 1./ qcd_0lepoverldpratio_all ) ;
hscalefactor_qcd_0lepoverldpratio_2b -> Scale( 1./ qcd_0lepoverldpratio_all ) ;
hscalefactor_qcd_0lepoverldpratio_3b -> Scale( 1./ qcd_0lepoverldpratio_all ) ;
TCanvas* cqcd = (TCanvas*) gDirectory->FindObject("cqcd") ;
if ( cqcd == 0x0 ) {
cqcd = new TCanvas("cqcd","qcd closure", 700, 950) ;
}
cqcd->Clear() ;
cqcd->Divide(1,2) ;
TLegend* legend_qcd = new TLegend( 0.91, 0.77, 0.99, 0.93 ) ;
legend_qcd->SetFillColor(kWhite) ;
legend_qcd->AddEntry( hmctruth_qcd_0lepoverldpratio_1b, "=1b") ;
legend_qcd->AddEntry( hmctruth_qcd_0lepoverldpratio_2b, "=2b") ;
legend_qcd->AddEntry( hmctruth_qcd_0lepoverldpratio_3b, ">=3b") ;
cqcd->cd(1) ;
hmctruth_qcd_0lepoverldpratio_1b->SetTitle("qcd: 0 Lepton / LDP, Ratio") ;
hmctruth_qcd_0lepoverldpratio_1b->Draw() ;
hmctruth_qcd_0lepoverldpratio_2b->Draw("same") ;
hmctruth_qcd_0lepoverldpratio_3b->Draw("same") ;
legend_qcd->Draw() ;
cqcd->cd(2) ;
hscalefactor_qcd_0lepoverldpratio_1b->SetTitle("qcd: 0 Lepton / LDP, Scale Factor") ;
hscalefactor_qcd_0lepoverldpratio_1b->Draw() ;
hscalefactor_qcd_0lepoverldpratio_2b->Draw("same") ;
hscalefactor_qcd_0lepoverldpratio_3b->Draw("same") ;
line->DrawLine(0.5,1.,hscalefactor_qcd_0lepoverldpratio_1b->GetNbinsX()+0.5,1.) ;
legend_qcd->Draw() ;
TString outqcd( infileStr ) ;
outqcd.ReplaceAll("rootfiles","outputfiles") ;
outqcd.ReplaceAll(".root","-mcclosure-qcd1.pdf") ;
cqcd->SaveAs( outqcd ) ;
//--- insert numbers into file.
for ( int mbi=0; mbi<nBinsMET ; mbi++ ) {
for ( int hbi=0; hbi<nBinsHT ; hbi++ ) {
int hbin = 1 + (nBinsHT+1)*mbi + hbi + 1 ;
char parameterName[1000] ;
double sf_val, sf_err ;
if ( doQCDCorrection ) {
sprintf( parameterName, "sf_qcd_M%d_H%d_1b", mbi+1, hbi+1 ) ;
sf_val = hscalefactor_qcd_0lepoverldpratio_1b -> GetBinContent( hbin ) ;
if ( sf_val == 0. ) { sf_val = 1.0 ; }
updateFileValue( datfile, parameterName, sf_val ) ;
sprintf( parameterName, "sf_qcd_M%d_H%d_2b", mbi+1, hbi+1 ) ;
sf_val = hscalefactor_qcd_0lepoverldpratio_2b -> GetBinContent( hbin ) ;
if ( sf_val == 0. ) { sf_val = 1.0 ; }
updateFileValue( datfile, parameterName, sf_val ) ;
sprintf( parameterName, "sf_qcd_M%d_H%d_3b", mbi+1, hbi+1 ) ;
sf_val = hscalefactor_qcd_0lepoverldpratio_3b -> GetBinContent( hbin ) ;
if ( sf_val == 0. ) { sf_val = 1.0 ; }
updateFileValue( datfile, parameterName, sf_val ) ;
} else {
sprintf( parameterName, "sf_qcd_M%d_H%d_1b", mbi+1, hbi+1 ) ;
updateFileValue( datfile, parameterName, 1.0 ) ;
sprintf( parameterName, "sf_qcd_M%d_H%d_2b", mbi+1, hbi+1 ) ;
updateFileValue( datfile, parameterName, 1.0 ) ;
sprintf( parameterName, "sf_qcd_M%d_H%d_3b", mbi+1, hbi+1 ) ;
updateFileValue( datfile, parameterName, 1.0 ) ;
}
if ( doQCDSyst ) {
sprintf( parameterName, "sf_qcd_M%d_H%d_1b_err", mbi+1, hbi+1 ) ;
sf_err = hscalefactor_qcd_0lepoverldpratio_1b -> GetBinError( hbin ) ;
printf(" bin check : %s , %s\n", parameterName, hscalefactor_qcd_0lepoverldpratio_1b -> GetXaxis() -> GetBinLabel( hbin ) ) ;
if ( sf_err == 0. ) { sf_err = 3.0 ; }
updateFileValue( datfile, parameterName, sf_err ) ;
sprintf( parameterName, "sf_qcd_M%d_H%d_2b_err", mbi+1, hbi+1 ) ;
sf_err = hscalefactor_qcd_0lepoverldpratio_2b -> GetBinError( hbin ) ;
printf(" bin check : %s , %s\n", parameterName, hscalefactor_qcd_0lepoverldpratio_2b -> GetXaxis() -> GetBinLabel( hbin ) ) ;
if ( sf_err == 0. ) { sf_err = 3.0 ; }
updateFileValue( datfile, parameterName, sf_err ) ;
sprintf( parameterName, "sf_qcd_M%d_H%d_3b_err", mbi+1, hbi+1 ) ;
sf_err = hscalefactor_qcd_0lepoverldpratio_3b -> GetBinError( hbin ) ;
printf(" bin check : %s , %s\n", parameterName, hscalefactor_qcd_0lepoverldpratio_3b -> GetXaxis() -> GetBinLabel( hbin ) ) ;
if ( sf_err == 0. ) { sf_err = 3.0 ; }
updateFileValue( datfile, parameterName, sf_err ) ;
} else {
sprintf( parameterName, "sf_qcd_M%d_H%d_1b_err", mbi+1, hbi+1 ) ;
updateFileValue( datfile, parameterName, 0.0 ) ;
sprintf( parameterName, "sf_qcd_M%d_H%d_2b_err", mbi+1, hbi+1 ) ;
updateFileValue( datfile, parameterName, 0.0 ) ;
sprintf( parameterName, "sf_qcd_M%d_H%d_3b_err", mbi+1, hbi+1 ) ;
updateFileValue( datfile, parameterName, 0.0 ) ;
}
} // hbi.
} // mbi.
//--- ttwj MC LDP / 0lep ratios
TH1F* hmctruth_ttwj_ldp_1b = (TH1F*) gDirectory->FindObject("hmctruth_ttwj_ldp_1b") ;
if ( hmctruth_ttwj_ldp_1b == 0x0 ) { printf("\n\n\n *** can't find hmctruth_ttwj_ldp_1b.\n\n") ; return ; }
TH1F* hmctruth_ttwj_ldpover0lep_ratio_1b = (TH1F*) hmctruth_ttwj_ldp_1b->Clone("hmctruth_ttwj_ldpover0lep_ratio_1b") ;
hmctruth_ttwj_ldpover0lep_ratio_1b->Divide( hmctruth_ttwj_0lep_1b ) ;
TH1F* hmctruth_ttwj_ldp_2b = (TH1F*) gDirectory->FindObject("hmctruth_ttwj_ldp_2b") ;
if ( hmctruth_ttwj_ldp_2b == 0x0 ) { printf("\n\n\n *** can't find hmctruth_ttwj_ldp_2b.\n\n") ; return ; }
TH1F* hmctruth_ttwj_ldpover0lep_ratio_2b = (TH1F*) hmctruth_ttwj_ldp_2b->Clone("hmctruth_ttwj_ldpover0lep_ratio_2b") ;
hmctruth_ttwj_ldpover0lep_ratio_2b->Divide( hmctruth_ttwj_0lep_2b ) ;
TH1F* hmctruth_ttwj_ldp_3b = (TH1F*) gDirectory->FindObject("hmctruth_ttwj_ldp_3b") ;
if ( hmctruth_ttwj_ldp_3b == 0x0 ) { printf("\n\n\n *** can't find hmctruth_ttwj_ldp_3b.\n\n") ; return ; }
TH1F* hmctruth_ttwj_ldpover0lep_ratio_3b = (TH1F*) hmctruth_ttwj_ldp_3b->Clone("hmctruth_ttwj_ldpover0lep_ratio_3b") ;
hmctruth_ttwj_ldpover0lep_ratio_3b->Divide( hmctruth_ttwj_0lep_3b ) ;
hmctruth_ttwj_ldpover0lep_ratio_1b->SetLineColor(2) ;
hmctruth_ttwj_ldpover0lep_ratio_2b->SetLineColor(6) ;
hmctruth_ttwj_ldpover0lep_ratio_3b->SetLineColor(4) ;
hmctruth_ttwj_ldpover0lep_ratio_1b->SetMarkerStyle(20) ;
hmctruth_ttwj_ldpover0lep_ratio_2b->SetMarkerStyle(25) ;
hmctruth_ttwj_ldpover0lep_ratio_3b->SetMarkerStyle(30) ;
gStyle->SetPadRightMargin(0.08) ;
TCanvas* cttwjmcr = (TCanvas*) gDirectory->FindObject("cttwjmcr") ;
if ( cttwjmcr == 0x0 ) {
cttwjmcr = new TCanvas("cttwjmcr","ttwjmcr closure", 700, 475) ;
}
cttwjmcr->Clear() ;
hmctruth_ttwj_ldpover0lep_ratio_1b->Draw() ;
hmctruth_ttwj_ldpover0lep_ratio_2b->Draw("same") ;
hmctruth_ttwj_ldpover0lep_ratio_3b->Draw("same") ;
//--- write to file
for ( int mbi=0; mbi<nBinsMET ; mbi++ ) {
for ( int hbi=0; hbi<nBinsHT ; hbi++ ) {
int hbin = 1 + (nBinsHT+1)*mbi + hbi + 1 ;
char parameterName[1000] ;
double err, value ;
err = hmctruth_ttwj_ldpover0lep_ratio_1b->GetBinError(hbin) ;
value = hmctruth_ttwj_ldpover0lep_ratio_1b->GetBinContent(hbin) ;
sprintf( parameterName, "ttwj_mc_ldpover0lep_ratio_M%d_H%d_1b", mbi+1, hbi+1 ) ;
printf( "met=%d, ht=%d : %s %s %6.3f +/- %5.3f\n", mbi+1, hbi+1,
parameterName,
hmctruth_ttwj_ldpover0lep_ratio_1b -> GetXaxis() -> GetBinLabel( hbin ), value, err ) ;
updateFileValue( datfile, parameterName, value ) ;
sprintf( parameterName, "ttwj_mc_ldpover0lep_ratio_M%d_H%d_1b_err", mbi+1, hbi+1 ) ;
updateFileValue( datfile, parameterName, err ) ;
err = hmctruth_ttwj_ldpover0lep_ratio_2b->GetBinError(hbin) ;
value = hmctruth_ttwj_ldpover0lep_ratio_2b->GetBinContent(hbin) ;
sprintf( parameterName, "ttwj_mc_ldpover0lep_ratio_M%d_H%d_2b", mbi+1, hbi+1 ) ;
printf( "met=%d, ht=%d : %s %s %6.3f +/- %5.3f\n", mbi+1, hbi+1,
parameterName,
hmctruth_ttwj_ldpover0lep_ratio_2b -> GetXaxis() -> GetBinLabel( hbin ), value, err ) ;
updateFileValue( datfile, parameterName, value ) ;
sprintf( parameterName, "ttwj_mc_ldpover0lep_ratio_M%d_H%d_2b_err", mbi+1, hbi+1 ) ;
updateFileValue( datfile, parameterName, err ) ;
err = hmctruth_ttwj_ldpover0lep_ratio_3b->GetBinError(hbin) ;
value = hmctruth_ttwj_ldpover0lep_ratio_3b->GetBinContent(hbin) ;
sprintf( parameterName, "ttwj_mc_ldpover0lep_ratio_M%d_H%d_3b", mbi+1, hbi+1 ) ;
printf( "met=%d, ht=%d : %s %s %6.3f +/- %5.3f\n", mbi+1, hbi+1,
parameterName,
hmctruth_ttwj_ldpover0lep_ratio_3b -> GetXaxis() -> GetBinLabel( hbin ), value, err ) ;
updateFileValue( datfile, parameterName, value ) ;
sprintf( parameterName, "ttwj_mc_ldpover0lep_ratio_M%d_H%d_3b_err", mbi+1, hbi+1 ) ;
updateFileValue( datfile, parameterName, err ) ;
printf("\n") ;
} // hbi.
} // mbi.
//--- znn MC LDP / 0lep ratios
TH1F* hmctruth_znn_0lep_1b = (TH1F*) gDirectory->FindObject("hmctruth_znn_0lep_1b") ;
if ( hmctruth_znn_0lep_1b == 0x0 ) { printf("\n\n\n *** can't find hmctruth_znn_0lep_1b.\n\n") ; return ; }
TH1F* hmctruth_znn_ldp_1b = (TH1F*) gDirectory->FindObject("hmctruth_znn_ldp_1b") ;
if ( hmctruth_znn_ldp_1b == 0x0 ) { printf("\n\n\n *** can't find hmctruth_znn_ldp_1b.\n\n") ; return ; }
TH1F* hmctruth_znn_ldpover0lep_ratio_1b = (TH1F*) hmctruth_znn_ldp_1b->Clone("hmctruth_znn_ldpover0lep_ratio_1b") ;
hmctruth_znn_ldpover0lep_ratio_1b->Divide( hmctruth_znn_0lep_1b ) ;
TH1F* hmctruth_znn_0lep_2b = (TH1F*) gDirectory->FindObject("hmctruth_znn_0lep_2b") ;
if ( hmctruth_znn_0lep_2b == 0x0 ) { printf("\n\n\n *** can't find hmctruth_znn_0lep_2b.\n\n") ; return ; }
TH1F* hmctruth_znn_ldp_2b = (TH1F*) gDirectory->FindObject("hmctruth_znn_ldp_2b") ;
if ( hmctruth_znn_ldp_2b == 0x0 ) { printf("\n\n\n *** can't find hmctruth_znn_ldp_2b.\n\n") ; return ; }
TH1F* hmctruth_znn_ldpover0lep_ratio_2b = (TH1F*) hmctruth_znn_ldp_2b->Clone("hmctruth_znn_ldpover0lep_ratio_2b") ;
hmctruth_znn_ldpover0lep_ratio_2b->Divide( hmctruth_znn_0lep_2b ) ;
TH1F* hmctruth_znn_0lep_3b = (TH1F*) gDirectory->FindObject("hmctruth_znn_0lep_3b") ;
if ( hmctruth_znn_0lep_3b == 0x0 ) { printf("\n\n\n *** can't find hmctruth_znn_0lep_3b.\n\n") ; return ; }
TH1F* hmctruth_znn_ldp_3b = (TH1F*) gDirectory->FindObject("hmctruth_znn_ldp_3b") ;
if ( hmctruth_znn_ldp_3b == 0x0 ) { printf("\n\n\n *** can't find hmctruth_znn_ldp_3b.\n\n") ; return ; }
TH1F* hmctruth_znn_ldpover0lep_ratio_3b = (TH1F*) hmctruth_znn_ldp_3b->Clone("hmctruth_znn_ldpover0lep_ratio_3b") ;
hmctruth_znn_ldpover0lep_ratio_3b->Divide( hmctruth_znn_0lep_3b ) ;
hmctruth_znn_ldpover0lep_ratio_1b->SetLineColor(2) ;
hmctruth_znn_ldpover0lep_ratio_2b->SetLineColor(6) ;
hmctruth_znn_ldpover0lep_ratio_3b->SetLineColor(4) ;
hmctruth_znn_ldpover0lep_ratio_1b->SetMarkerStyle(20) ;
hmctruth_znn_ldpover0lep_ratio_2b->SetMarkerStyle(25) ;
hmctruth_znn_ldpover0lep_ratio_3b->SetMarkerStyle(30) ;
gStyle->SetPadRightMargin(0.08) ;
TCanvas* cznnmcr = (TCanvas*) gDirectory->FindObject("cznnmcr") ;
if ( cznnmcr == 0x0 ) {
cznnmcr = new TCanvas("cznnmcr","znnmcr closure", 700, 475) ;
}
cznnmcr->Clear() ;
hmctruth_znn_ldpover0lep_ratio_1b->Draw() ;
hmctruth_znn_ldpover0lep_ratio_2b->Draw("same") ;
hmctruth_znn_ldpover0lep_ratio_3b->Draw("same") ;
//--- MC stats are too low for 2b and >=3b cases. Use 1b values for all three.
//--- write to file
for ( int mbi=0; mbi<nBinsMET ; mbi++ ) {
for ( int hbi=0; hbi<nBinsHT ; hbi++ ) {
int hbin = 1 + (nBinsHT+1)*mbi + hbi + 1 ;
char parameterName[1000] ;
double err, value ;
err = hmctruth_znn_ldpover0lep_ratio_1b->GetBinError(hbin) ;
value = hmctruth_znn_ldpover0lep_ratio_1b->GetBinContent(hbin) ;
sprintf( parameterName, "znn_mc_ldpover0lep_ratio_M%d_H%d_1b", mbi+1, hbi+1 ) ;
printf( "met=%d, ht=%d : %s %s %6.3f +/- %5.3f\n", mbi+1, hbi+1,
parameterName,
hmctruth_znn_ldpover0lep_ratio_1b -> GetXaxis() -> GetBinLabel( hbin ), value, err ) ;
updateFileValue( datfile, parameterName, value ) ;
sprintf( parameterName, "znn_mc_ldpover0lep_ratio_M%d_H%d_1b_err", mbi+1, hbi+1 ) ;
updateFileValue( datfile, parameterName, err ) ;
sprintf( parameterName, "znn_mc_ldpover0lep_ratio_M%d_H%d_2b", mbi+1, hbi+1 ) ;
updateFileValue( datfile, parameterName, value ) ;
sprintf( parameterName, "znn_mc_ldpover0lep_ratio_M%d_H%d_2b_err", mbi+1, hbi+1 ) ;
updateFileValue( datfile, parameterName, err ) ;
sprintf( parameterName, "znn_mc_ldpover0lep_ratio_M%d_H%d_3b", mbi+1, hbi+1 ) ;
updateFileValue( datfile, parameterName, value ) ;
sprintf( parameterName, "znn_mc_ldpover0lep_ratio_M%d_H%d_3b_err", mbi+1, hbi+1 ) ;
updateFileValue( datfile, parameterName, err ) ;
/// err = hmctruth_znn_ldpover0lep_ratio_2b->GetBinError(hbin) ;
/// value = hmctruth_znn_ldpover0lep_ratio_2b->GetBinContent(hbin) ;
/// sprintf( parameterName, "znn_mc_ldpover0lep_ratio_M%d_H%d_2b", mbi+1, hbi+1 ) ;
/// printf( "met=%d, ht=%d : %s %s %6.3f +/- %5.3f\n", mbi+1, hbi+1,
/// parameterName,
/// hmctruth_znn_ldpover0lep_ratio_2b -> GetXaxis() -> GetBinLabel( hbin ), value, err ) ;
/// updateFileValue( datfile, parameterName, value ) ;
/// sprintf( parameterName, "znn_mc_ldpover0lep_ratio_M%d_H%d_2b_err", mbi+1, hbi+1 ) ;
/// updateFileValue( datfile, parameterName, err ) ;
/// err = hmctruth_znn_ldpover0lep_ratio_3b->GetBinError(hbin) ;
/// value = hmctruth_znn_ldpover0lep_ratio_3b->GetBinContent(hbin) ;
/// sprintf( parameterName, "znn_mc_ldpover0lep_ratio_M%d_H%d_3b", mbi+1, hbi+1 ) ;
/// printf( "met=%d, ht=%d : %s %s %6.3f +/- %5.3f\n", mbi+1, hbi+1,
/// parameterName,
/// hmctruth_znn_ldpover0lep_ratio_3b -> GetXaxis() -> GetBinLabel( hbin ), value, err ) ;
/// updateFileValue( datfile, parameterName, value ) ;
/// sprintf( parameterName, "znn_mc_ldpover0lep_ratio_M%d_H%d_3b_err", mbi+1, hbi+1 ) ;
/// updateFileValue( datfile, parameterName, err ) ;
printf("\n") ;
} // hbi.
} // mbi.
} // mcclosure2
void background_draw(const char *rootname = "background_plots2.root")
{
char strs[128];
char strl[1024];
const char titles[NHISTS][16] = {"gtDiff", "R1", "R2", "RZ", "PX", "PY", "PZ",
"NX", "NY", "NZ", "NE", "NH", "PH", "AH", "AE", "AM", "AMO", "P2AZ", "AH1", "AE1", "P2AZ1"};
const char suffix[4][10] = {"A-rand", "A-diff", "B-diff", "C-diff"};
const Color_t color[4] = {kGreen+2, kBlue, kRed, kOrange};
const int marker[4] = {kOpenCircle, kFullCircle, kOpenSquare, kOpenStar};
TH1D *h[NHISTS][4];
int i, j;
double hMax;
int iMax;
char pdfname[1024];
char *ptr;
strcpy(pdfname, rootname);
ptr = strstr(pdfname, ".root");
if (ptr) {
strcpy(ptr, ".pdf");
} else {
strcat(pdfname, ".pdf");
}
gROOT->SetStyle("Plain");
gStyle->SetOptStat(0);
gStyle->SetOptFit(1);
gStyle->SetTitleXSize(0.05);
gStyle->SetTitleYSize(0.05);
gStyle->SetLabelSize(0.05);
gStyle->SetPadLeftMargin(0.16);
gStyle->SetPadBottomMargin(0.16);
TFile *fRoot = new TFile(rootname);
if (!fRoot->IsOpen()) {
printf("root-file %s not found - run background_calc() first!\n", rootname);
return;
}
for (i=0; i<NHISTS; i++) {
for (j=0; j<4; j++) {
sprintf(strs, "h%s%s", titles[i], suffix[j]);
h[i][j] = (TH1D*) fRoot->Get(strs);
if (!h[i][j]) {
printf("%s not found - rerun background_calc() to create all hists!\n", strs);
fRoot->Close();
return;
}
h[i][j]->SetLineWidth(2);
h[i][j]->SetLineColor(color[j]);
h[i][j]->SetMarkerColor(color[j]);
h[i][j]->SetMarkerStyle(marker[j]);
h[i][j]->GetYaxis()->SetLabelSize(0.05);
h[i][j]->SetMinimum(0);
h[i][j]->GetYaxis()->SetTitle("");
}
}
TCanvas *cv = new TCanvas("CV", "Background plots", 1200, 900);
TLegend *lg = new TLegend(0.7, 0.8, 0.95, 0.95);
lg->AddEntry(h[0][0], "Random", "LP");
lg->AddEntry(h[0][1], "Neutrino", "LP");
lg->AddEntry(h[0][2], "Cosmic-A", "LP");
lg->AddEntry(h[0][3], "Cosmic-B", "LP");
sprintf(strl, "%s[", pdfname);
cv->SaveAs(strl);
for (i=0; i<NHISTS; i++) {
cv->Clear();
hMax = 0;
iMax = 0;
for (j=0; j<3; j++) if (h[i][j]->GetMaximum() > hMax) {
hMax = h[i][j]->GetMaximum();
iMax = j;
}
h[i][iMax]->Draw();
for (j=0; j<4; j++) if (j != iMax) h[i][j]->Draw("same");
lg->Draw();
cv->SaveAs(pdfname);
}
sprintf(strl, "%s]", pdfname);
cv->SaveAs(strl);
fRoot->Close();
}
void plotPdf_7D_XWW(double mH = 125, bool draw=true) {
gROOT->ProcessLine(".L tdrstyle.C");
setTDRStyle();
TGaxis::SetMaxDigits(3);
gROOT->ForceStyle();
// Declaration of the PDFs to use
gROOT->ProcessLine(".L PDFs/RooSpinTwo_7D.cxx+");
// W/Z mass and decay width constants
double mV = 80.399;
double gamV = 2.085;
bool offshell = false;
if ( mH < 2 * mV ) offshell = true;
// for the pole mass and decay width of W
RooRealVar* mX = new RooRealVar("mX","mX", mH);
RooRealVar* mW = new RooRealVar("mW","mW", mV);
RooRealVar* gamW = new RooRealVar("gamW","gamW",gamV);
//
// Observables (7D)
//
RooRealVar* wplusmass = new RooRealVar("wplusmass","m(W+)",mV,1e-09,120);
wplusmass->setBins(50);
RooRealVar* wminusmass = new RooRealVar("wminusmass","m(W-)",mV,1e-09,120);
wminusmass->setBins(50);
RooRealVar* hs = new RooRealVar("costhetastar","cos#theta*",-1,1);
hs->setBins(20);
RooRealVar* Phi1 = new RooRealVar("phistar1","#Phi_{1}",-TMath::Pi(),TMath::Pi());
Phi1->setBins(20);
RooRealVar* h1 = new RooRealVar("costheta1","cos#theta_{1}",-1,1);
h1->setBins(20);
RooRealVar* h2 = new RooRealVar("costheta2","cos#theta_{2}",-1,1);
h2->setBins(20);
RooRealVar* Phi = new RooRealVar("phi","#Phi",-TMath::Pi(),TMath::Pi());
Phi->setBins(20);
//
// coupling constants for 2m+
// See equation 5,6,7 in PRD 91, 075022
//
double s = (mH*mH-2*mV*mV)/2.;
double c1 = 2*(1+mV*mV/s);
c1 = c1 * 2.0; // scale up to be consistent with the generator
// std::cout << "c1 = " << c1 << "\n";
RooRealVar* c1Val = new RooRealVar("c1Val", "c1Val", c1);
RooRealVar* c2Val = new RooRealVar("c2Val", "c2Val", -0.5);
RooRealVar* c3Val = new RooRealVar("c3Val", "c3Val", 0.);
RooRealVar* c4Val = new RooRealVar("c4Val", "c4Val", -1.);
RooRealVar* c5Val = new RooRealVar("c5Val", "c5Val", 0.);
RooRealVar* c6Val = new RooRealVar("c6Val", "c6Val", 0.);
RooRealVar* c7Val = new RooRealVar("c7Val", "c7Val", 0.);
//
// Alternative definition in terms of g1->g10
//
RooRealVar* useGTerm = new RooRealVar("useGTerm", "useGTerm",1.); // set to 1 if using g couplings
RooRealVar* g1Val = new RooRealVar("g1Val", "g1Val", 1);
RooRealVar* g2Val = new RooRealVar("g2Val", "g2Val", 0.);
RooRealVar* g3Val = new RooRealVar("g3Val", "g3Val", 0.);
RooRealVar* g4Val = new RooRealVar("g4Val", "g4Val", 0.);
RooRealVar* g5Val = new RooRealVar("g5Val", "g5Val", 1.);
RooRealVar* g6Val = new RooRealVar("g6Val", "g6Val", 0.);
RooRealVar* g7Val = new RooRealVar("g7Val", "g7Val", 0.);
RooRealVar* g8Val = new RooRealVar("g8Val", "g8Val", 0.);
RooRealVar* g9Val = new RooRealVar("g9Val", "g9Val", 0.);
RooRealVar* g10Val = new RooRealVar("g10Val", "g10Val", 0.);
// related to the gg/qq productions
RooRealVar* fz1Val = new RooRealVar("fz1Val", "fz1Val", 0);
RooRealVar* fz2Val = new RooRealVar("fz2Val", "fz2Val", 1.0);
// Even more parameters, do not have to touch, based on Z couplings
RooRealVar* R1Val = new RooRealVar("R1Val","R1Val",1);
RooRealVar* R2Val = new RooRealVar("R2Val","R2Val",1);
// PDF definition SM Higgs (JP = 2+)
RooSpinTwo_7D *myPDF;
if ( offshell )
myPDF = new RooSpinTwo_7D("myPDF","myPDF", *mX, *wplusmass, *wminusmass, *hs, *h1,*h2, *Phi, *Phi1,
*c1Val, *c2Val, *c3Val, *c4Val, *c5Val, *c6Val, *c7Val,
*useGTerm, *g1Val, *g2Val, *g3Val, *g4Val, *g5Val, *g6Val, *g7Val, *g8Val, *g9Val, *g10Val,
*fz1Val, *fz2Val, *R1Val, *R2Val, *mW, *gamW);
else
myPDF = new RooSpinTwo_7D("myPDF","myPDF", *mX, *mW, *mW, *hs, *h1,*h2, *Phi, *Phi1,
*c1Val, *c2Val, *c3Val, *c4Val, *c5Val, *c6Val, *c7Val,
*useGTerm, *g1Val, *g2Val, *g3Val, *g4Val, *g5Val, *g6Val, *g7Val, *g8Val, *g9Val, *g10Val,
*fz1Val, *fz2Val, *R1Val, *R2Val, *mW, *gamW);
// dataset for (JP = 2+)
TString fileName;
if ( useGTerm->getVal() > 0.) {
fileName = Form("TWW_2mplus_%.0f_JHU.root", mH);
}
else {
fileName = Form("TWW_%.0f_JHU_GenFromC.root", mH);
}
std::cout << "Opening " << fileName << "\n";
TFile* fin = new TFile(fileName);
TTree* tin = (TTree*) fin->Get("angles");
if ( offshell)
RooDataSet data("data","data",tin,RooArgSet(*wplusmass, *wminusmass, *hs, *h1, *h2, *Phi, *Phi1));
else
RooDataSet data("data","data",tin,RooArgSet(*hs, *h1, *h2, *Phi, *Phi1));
//
// 2h-
//
RooRealVar* g1ValMinus = new RooRealVar("g1ValMinus", "g1ValMinus", 0);
RooRealVar* g2ValMinus = new RooRealVar("g2ValMinus", "g2ValMinus", 0.);
RooRealVar* g3ValMinus = new RooRealVar("g3ValMinus", "g3ValMinus", 0.);
RooRealVar* g4ValMinus = new RooRealVar("g4ValMinus", "g4ValMinus", 0.);
RooRealVar* g5ValMinus = new RooRealVar("g5ValMinus", "g5ValMinus", 0.);
RooRealVar* g6ValMinus = new RooRealVar("g6ValMinus", "g6ValMinus", 0.);
RooRealVar* g7ValMinus = new RooRealVar("g7ValMinus", "g7ValMinus", 0.);
RooRealVar* g8ValMinus = new RooRealVar("g8ValMinus", "g8ValMinus", 1.);
RooRealVar* g9ValMinus = new RooRealVar("g9ValMinus", "g9ValMinus", 0.);
RooRealVar* g10ValMinus = new RooRealVar("g10ValMinus", "g10ValMinus", 0.);
RooRealVar* fz1ValMinus = new RooRealVar("fz1ValMinus", "fz1ValMinus", 0.0);
RooRealVar* fz2ValMinus = new RooRealVar("fz2ValMinus", "fz2ValMinus", 0.0);
RooSpinTwo_7D *myPDFMinus;
if ( offshell )
myPDFMinus = new RooSpinTwo_7D("myPDFMinus","myPDFMinus", *mX, *wplusmass, *wminusmass, *hs, *h1,*h2, *Phi, *Phi1,
*c1Val, *c2Val, *c3Val, *c4Val, *c5Val, *c6Val, *c7Val,
*useGTerm, *g1ValMinus, *g2ValMinus, *g3ValMinus, *g4ValMinus,
*g5ValMinus, *g6ValMinus, *g7ValMinus, *g8ValMinus, *g9ValMinus, *g10ValMinus,
*fz1ValMinus, *fz2ValMinus, *R1Val, *R2Val, *mW, *gamW);
else
myPDFMinus = new RooSpinTwo_7D("myPDFMinus","myPDFMinus", *mX, *mW, *mW, *hs, *h1,*h2, *Phi, *Phi1,
*c1Val, *c2Val, *c3Val, *c4Val, *c5Val, *c6Val, *c7Val,
*useGTerm, *g1ValMinus, *g2ValMinus, *g3ValMinus, *g4ValMinus,
*g5ValMinus, *g6ValMinus, *g7ValMinus, *g8ValMinus, *g9ValMinus, *g10ValMinus,
*fz1ValMinus, *fz2ValMinus, *R1Val, *R2Val, *mW, *gamW);
// dataset for (JP = 2-)
TString fileNameMinus;
if ( useGTerm->getVal() > 0.) {
fileNameMinus = Form("TWW_2hminus_%.0f_JHU.root", mH);
}
std::cout << "Opening " << fileNameMinus << "\n";
TFile* finMinus = new TFile(fileNameMinus);
TTree* tinMinus = (TTree*) finMinus->Get("angles");
if ( offshell)
RooDataSet dataMinus("dataMinus","dataMinus",tinMinus,RooArgSet(*wplusmass, *wminusmass, *hs, *h1, *h2, *Phi, *Phi1));
else
RooDataSet dataMinus("dataMinus","dataMinus",tinMinus,RooArgSet(*hs, *h1, *h2, *Phi, *Phi1));
//
// 2h+
//
RooRealVar* g1ValHPlus = new RooRealVar("g1ValHPlus", "g1ValHPlus", 0);
RooRealVar* g2ValHPlus = new RooRealVar("g2ValHPlus", "g2ValHPlus", 0.);
RooRealVar* g3ValHPlus = new RooRealVar("g3ValHPlus", "g3ValHPlus", 0.);
RooRealVar* g4ValHPlus = new RooRealVar("g4ValHPlus", "g4ValHPlus", 1.);
RooRealVar* g5ValHPlus = new RooRealVar("g5ValHPlus", "g5ValHPlus", 0.);
RooRealVar* g6ValHPlus = new RooRealVar("g6ValHPlus", "g6ValHPlus", 0.);
RooRealVar* g7ValHPlus = new RooRealVar("g7ValHPlus", "g7ValHPlus", 0.);
RooRealVar* g8ValHPlus = new RooRealVar("g8ValHPlus", "g8ValHPlus", 0.);
RooRealVar* g9ValHPlus = new RooRealVar("g9ValHPlus", "g9ValHPlus", 0.);
RooRealVar* g10ValHPlus = new RooRealVar("g10ValHPlus", "g10ValHPlus", 0.);
RooRealVar* fz1ValHPlus = new RooRealVar("fz1ValHPlus", "fz1ValHPlus", 0.0);
RooRealVar* fz2ValHPlus = new RooRealVar("fz2ValHPlus", "fz2ValHPlus", 0.0);
RooSpinTwo_7D *myPDFHPlus;
if ( offshell )
myPDFHPlus = new RooSpinTwo_7D("myPDFHPlus","myPDFHPlus", *mX, *wplusmass, *wminusmass, *hs, *h1,*h2, *Phi, *Phi1,
*c1Val, *c2Val, *c3Val, *c4Val, *c5Val, *c6Val, *c7Val,
*useGTerm, *g1ValHPlus, *g2ValHPlus, *g3ValHPlus, *g4ValHPlus,
*g5ValHPlus, *g6ValHPlus, *g7ValHPlus, *g8ValHPlus, *g9ValHPlus, *g10ValHPlus,
*fz1ValHPlus, *fz2ValHPlus, *R1Val, *R2Val, *mW, *gamW);
else
myPDFHPlus = new RooSpinTwo_7D("myPDFHPlus","myPDFHPlus", *mX, *mW, *mW, *hs, *h1,*h2, *Phi, *Phi1,
*c1Val, *c2Val, *c3Val, *c4Val, *c5Val, *c6Val, *c7Val,
*useGTerm, *g1ValHPlus, *g2ValHPlus, *g3ValHPlus, *g4ValHPlus,
*g5ValHPlus, *g6ValHPlus, *g7ValHPlus, *g8ValHPlus, *g9ValHPlus, *g10ValHPlus,
*fz1ValHPlus, *fz2ValHPlus, *R1Val, *R2Val, *mW, *gamW);
TString fileNameHPlus;
if ( useGTerm->getVal() > 0.) {
fileNameHPlus = Form("TWW_2hplus_%.0f_JHU.root", mH);
}
std::cout << "Opening " << fileNameHPlus << "\n";
TFile* finHPlus = new TFile(fileNameHPlus);
TTree* tinHPlus = (TTree*) finHPlus->Get("angles");
if ( offshell)
RooDataSet dataHPlus("dataHPlus","dataHPlus",tinHPlus,RooArgSet(*wplusmass, *wminusmass, *hs, *h1, *h2, *Phi, *Phi1));
else
RooDataSet dataHPlus("dataHPlus","dataHPlus",tinHPlus,RooArgSet(*hs, *h1, *h2, *Phi, *Phi1));
// P L O T . . .
// (All parameters fixed, no fitting, just looking at the shape of the PDFs w.r.t. the data)
if ( draw ) {
bool drawmplus = true;
bool drawhminus = true;
bool drawhplus = true;
bool drawpaper = true;
double rescale = 1.0;
if ( drawpaper )
rescale = .001;
TH1F* dum0 = new TH1F("dum0","dum0",1,0,1); dum0->SetLineColor(kRed); dum0->SetMarkerColor(kBlack); dum0->SetLineWidth(3);
TH1F* dum1 = new TH1F("dum1","dum1",1,0,1); dum1->SetLineColor(kBlue); dum1->SetMarkerColor(kBlack); dum1->SetMarkerStyle(24), dum1->SetLineWidth(3);
TH1F* dum2 = new TH1F("dum2","dum2",1,0,1); dum2->SetLineColor(kGreen); dum2->SetMarkerColor(kBlack); dum2->SetMarkerStyle(21), dum2->SetLineWidth(3); // 2L+
TLegend * box3 = new TLegend(0.1,0.1,0.9,0.92);
box3->SetFillColor(0);
box3->SetBorderSize(0);
if ( drawmplus )
box3->AddEntry(dum0,Form("X(%.0f)#rightarrow WW JP = 2m+", mH),"lp");
if ( drawhminus )
box3->AddEntry(dum1,Form("X(%.0f)#rightarrow WW JP = 2h-", mH),"lp");
if ( drawhplus )
box3->AddEntry(dum2,Form("X(%.0f)#rightarrow WW JP = 2h+,", mH),"lp");
//
// h1
//
RooPlot* h1frame = h1->frame(20);
h1frame->GetXaxis()->CenterTitle();
h1frame->GetYaxis()->CenterTitle();
h1frame->GetYaxis()->SetTitle(" ");
double ymax_h1;
TH1F *h1_mplus = new TH1F("h1_mplus", "h1_mplus", 20, -1, 1);
tin->Project("h1_mplus", "costheta1");
ymax_h1 = h1_mplus->GetMaximum();
TH1F *h1_hminus = new TH1F("h1_hminus", "h1_hminus", 20, -1, 1);
tinMinus->Project("h1_hminus", "costheta1");
ymax_h1 = h1_hminus->GetMaximum() > ymax_h1 ? h1_hminus->GetMaximum() : ymax_h1;
TH1F *h1_hplus = new TH1F("h1_hplus", "h1_hplus", 20, -1, 1);
tinHPlus->Project("h1_hplus", "costheta1");
ymax_h1 = h1_hplus->GetMaximum() > ymax_h1 ? h1_hplus->GetMaximum() : ymax_h1;
if ( drawmplus ) {
data.plotOn(h1frame, MarkerColor(kRed),MarkerStyle(4),MarkerSize(1.5),LineWidth(0),XErrorSize(0), Rescale(rescale), DataError(RooAbsData::None));
myPDF->plotOn(h1frame, LineColor(kRed),LineWidth(2), Normalization(rescale));
}
if ( drawhminus ) {
dataMinus.plotOn(h1frame, MarkerColor(kBlue),MarkerStyle(27),MarkerSize(1.9),XErrorSize(0), Rescale(rescale), DataError(RooAbsData::None));
myPDFMinus->plotOn(h1frame, LineColor(kBlue),LineWidth(2), Normalization(rescale));
}
if ( drawhplus ) {
dataHPlus.plotOn(h1frame, MarkerColor(kGreen+3),MarkerStyle(25),MarkerSize(1.5),XErrorSize(0), Rescale(rescale), DataError(RooAbsData::None));
myPDFHPlus->plotOn(h1frame, LineColor(kGreen+3),LineWidth(2), Normalization(rescale));
}
if ( rescale != 1. )
h1frame->GetYaxis()->SetRangeUser(0, ymax_h1 * rescale * 1.3);
//
// h2
//
RooPlot* h2frame = h2->frame(20);
h2frame->GetXaxis()->CenterTitle();
h2frame->GetYaxis()->CenterTitle();
h2frame->GetYaxis()->SetTitle(" ");
double ymax_h2;
TH1F *h2_mplus = new TH1F("h2_mplus", "h2_mplus", 20, -1, 1);
tin->Project("h2_mplus", "costheta2");
ymax_h2 = h2_mplus->GetMaximum();
TH1F *h2_hminus = new TH1F("h2_hminus", "h2_hminus", 20, -1, 1);
tinMinus->Project("h2_hminus", "costheta2");
ymax_h2 = h2_hminus->GetMaximum() > ymax_h2 ? h2_hminus->GetMaximum() : ymax_h2;
TH1F *h2_hplus = new TH1F("h2_hplus", "h2_hplus", 20, -1, 1);
tinHPlus->Project("h2_hplus", "costheta2");
ymax_h2 = h2_hplus->GetMaximum() > ymax_h2 ? h2_hplus->GetMaximum() : ymax_h2;
if ( drawmplus ) {
data.plotOn(h2frame, MarkerColor(kRed),MarkerStyle(4),MarkerSize(1.5),LineWidth(0),XErrorSize(0), Rescale(rescale), DataError(RooAbsData::None));
myPDF->plotOn(h2frame, LineColor(kRed),LineWidth(2), Normalization(rescale));
}
if ( drawhminus ) {
dataMinus.plotOn(h2frame, MarkerColor(kBlue),MarkerStyle(27),MarkerSize(1.9),XErrorSize(0), Rescale(rescale), DataError(RooAbsData::None));
myPDFMinus->plotOn(h2frame, LineColor(kBlue),LineWidth(2), Normalization(rescale));
}
if ( drawhplus ) {
dataHPlus.plotOn(h2frame, MarkerColor(kGreen+3),MarkerStyle(25),MarkerSize(1.5),XErrorSize(0), Rescale(rescale), DataError(RooAbsData::None));
myPDFHPlus->plotOn(h1frame, LineColor(kGreen+3),LineWidth(2), Normalization(rescale));
}
if ( rescale != 1. )
h2frame->GetYaxis()->SetRangeUser(0, ymax_h2 * rescale * 1.3);
//
// Phi
//
RooPlot* Phiframe = Phi->frame(20);
Phiframe->GetXaxis()->CenterTitle();
Phiframe->GetYaxis()->CenterTitle();
Phiframe->GetYaxis()->SetTitle(" ");
double ymax_Phi;
TH1F *Phi_mplus = new TH1F("Phi_mplus", "Phi_mplus", 20, -TMath::Pi(), TMath::Pi());
tin->Project("Phi_mplus", "phi");
ymax_Phi = Phi_mplus->GetMaximum();
TH1F *Phi_hminus = new TH1F("Phi_hminus", "Phi_hminus", 20, -TMath::Pi(), TMath::Pi());
tinMinus->Project("Phi_hminus", "phi");
ymax_Phi = Phi_hminus->GetMaximum() > ymax_Phi ? Phi_hminus->GetMaximum() : ymax_Phi;
TH1F *Phi_hplus = new TH1F("Phi_hplus", "Phi_hplus", 20, -TMath::Pi(), TMath::Pi());
tinHPlus->Project("Phi_hplus", "phi");
ymax_Phi = Phi_hplus->GetMaximum() > ymax_Phi ? Phi_hplus->GetMaximum() : ymax_Phi;
if ( drawmplus ) {
data.plotOn(Phiframe, MarkerColor(kRed),MarkerStyle(4),MarkerSize(1.5),LineWidth(0),XErrorSize(0), Rescale(rescale), DataError(RooAbsData::None));
myPDF->plotOn(Phiframe, LineColor(kRed),LineWidth(2), Normalization(rescale));
}
if ( drawhminus ) {
dataMinus.plotOn(Phiframe, MarkerColor(kBlue),MarkerStyle(27),MarkerSize(1.9),XErrorSize(0), Rescale(rescale), DataError(RooAbsData::None));
myPDFMinus->plotOn(Phiframe, LineColor(kBlue),LineWidth(2), Normalization(rescale));
}
if ( drawhplus ) {
dataHPlus.plotOn(Phiframe, MarkerColor(kGreen+3),MarkerStyle(25),MarkerSize(1.5),XErrorSize(0), Rescale(rescale), DataError(RooAbsData::None));
myPDFHPlus->plotOn(Phiframe, LineColor(kGreen+3),LineWidth(2), Normalization(rescale));
}
if ( rescale != 1. )
Phiframe->GetYaxis()->SetRangeUser(0, ymax_Phi * rescale * 1.3);
//
// hs
//
RooPlot* hsframe = hs->frame(20);
hsframe->GetXaxis()->CenterTitle();
hsframe->GetYaxis()->CenterTitle();
hsframe->GetYaxis()->SetTitle(" ");
double ymax_hs;
TH1F *hs_mplus = new TH1F("hs_mplus", "hs_mplus", 20, -1, 1);
tin->Project("hs_mplus", "costhetastar");
ymax_hs = hs_mplus->GetMaximum();
TH1F *hs_hminus = new TH1F("hs_hminus", "hs_hminus", 20, -1, 1);
tinMinus->Project("hs_hminus", "costhetastar");
ymax_hs = hs_hminus->GetMaximum() > ymax_hs ? hs_hminus->GetMaximum() : ymax_hs;
TH1F *hs_hplus = new TH1F("hs_hplus", "hs_hplus", 20, -1, 1);
tinHPlus->Project("hs_hplus", "costhetastar");
ymax_hs = hs_hplus->GetMaximum() > ymax_hs ? hs_hplus->GetMaximum() : ymax_hs;
if ( drawmplus ) {
data.plotOn(hsframe, MarkerColor(kRed),MarkerStyle(4),MarkerSize(1.5),LineWidth(0),XErrorSize(0), Rescale(rescale), DataError(RooAbsData::None));
myPDF->plotOn(hsframe, LineColor(kRed),LineWidth(2), Normalization(rescale));
}
if ( drawhminus ) {
dataMinus.plotOn(hsframe, MarkerColor(kBlue),MarkerStyle(27),MarkerSize(1.9),XErrorSize(0), Rescale(rescale), DataError(RooAbsData::None));
myPDFMinus->plotOn(hsframe, LineColor(kBlue),LineWidth(2), Normalization(rescale));
}
if ( drawhplus ) {
dataHPlus.plotOn(hsframe, MarkerColor(kGreen+3),MarkerStyle(25),MarkerSize(1.5),XErrorSize(0), Rescale(rescale), DataError(RooAbsData::None));
myPDFHPlus->plotOn(hsframe, LineColor(kGreen+3),LineWidth(2), Normalization(rescale));
}
if ( rescale != 1. )
hsframe->GetYaxis()->SetRangeUser(0, ymax_hs * rescale * 1.3);
//
// Phi1
//
RooPlot* Phi1frame = Phi1->frame(20);
Phi1frame->GetXaxis()->CenterTitle();
Phi1frame->GetYaxis()->CenterTitle();
Phi1frame->GetYaxis()->SetTitle(" ");
double ymax_Phi1;
TH1F *Phi1_mplus = new TH1F("Phi1_mplus", "Phi1_mplus", 20, -TMath::Pi(), TMath::Pi());
tin->Project("Phi1_mplus", "phistar1");
ymax_Phi1 = Phi1_mplus->GetMaximum();
TH1F *Phi1_hminus = new TH1F("Phi1_hminus", "Phi1_hminus", 20, -TMath::Pi(), TMath::Pi());
tinMinus->Project("Phi1_hminus", "phistar1");
ymax_Phi1 = Phi1_hminus->GetMaximum() > ymax_Phi1 ? Phi1_hminus->GetMaximum() : ymax_Phi1;
TH1F *Phi1_hplus = new TH1F("Phi1_hplus", "Phi1_hplus", 20, -TMath::Pi(), TMath::Pi());
tinHPlus->Project("Phi1_hplus", "phistar1");
ymax_Phi1 = Phi1_hplus->GetMaximum() > ymax_Phi1 ? Phi1_hplus->GetMaximum() : ymax_Phi1;
if ( drawmplus ) {
data.plotOn(Phi1frame, MarkerColor(kRed),MarkerStyle(4),MarkerSize(1.5),LineWidth(0),XErrorSize(0), Rescale(rescale), DataError(RooAbsData::None));
myPDF->plotOn(Phi1frame, LineColor(kRed),LineWidth(2), Normalization(rescale));
}
if ( drawhminus ) {
dataMinus.plotOn(Phi1frame, MarkerColor(kBlue),MarkerStyle(27),MarkerSize(1.9),XErrorSize(0), Rescale(rescale), DataError(RooAbsData::None));
myPDFMinus->plotOn(Phi1frame, LineColor(kBlue),LineWidth(2), Normalization(rescale));
}
if ( drawhplus ) {
dataHPlus.plotOn(Phi1frame, MarkerColor(kGreen+3),MarkerStyle(25),MarkerSize(1.5),XErrorSize(0), Rescale(rescale), DataError(RooAbsData::None));
myPDFHPlus->plotOn(Phi1frame, LineColor(kGreen+3),LineWidth(2), Normalization(rescale));
}
if ( rescale != 1. )
Phi1frame->GetYaxis()->SetRangeUser(0, ymax_Phi1 * rescale * 1.3);
if ( offshell ) {
RooPlot* w1frame = wplusmass->frame(50);
w1frame->GetXaxis()->CenterTitle();
w1frame->GetYaxis()->CenterTitle();
w1frame->GetYaxis()->SetTitle(" ");
double ymax_w1;
TH1F *w1_mplus = new TH1F("w1_mplus", "w1_mplus", 50, 1e-09, 120);
tin->Project("w1_mplus", "wplusmass");
ymax_w1 = w1_mplus->GetMaximum();
TH1F *w1_hminus = new TH1F("w1_hminus", "w1_hminus", 50, 1e-09, 120);
tinMinus->Project("w1_hminus", "wplusmass");
ymax_w1 = w1_hminus->GetMaximum() > ymax_w1 ? w1_hminus->GetMaximum() : ymax_w1;
TH1F *w1_hplus = new TH1F("w1_hplus", "w1_hplus", 50, 1e-09, 120);
tinHPlus->Project("w1_hplus", "wplusmass");
ymax_w1 = w1_hplus->GetMaximum() > ymax_w1 ? w1_hplus->GetMaximum() : ymax_w1;
if ( drawmplus ) {
data.plotOn(w1frame, MarkerColor(kRed),MarkerStyle(4),MarkerSize(1.5),LineWidth(0),XErrorSize(0), Rescale(rescale), DataError(RooAbsData::None));
myPDF->plotOn(w1frame, LineColor(kRed),LineWidth(2), Normalization(rescale));
}
if ( drawhminus ) {
dataMinus.plotOn(w1frame, MarkerColor(kBlue),MarkerStyle(27),MarkerSize(1.9),XErrorSize(0), Rescale(rescale), DataError(RooAbsData::None));
myPDFMinus->plotOn(w1frame, LineColor(kBlue),LineWidth(2), Normalization(rescale));
}
if ( drawhplus ) {
dataHPlus.plotOn(w1frame, MarkerColor(kGreen+3),MarkerStyle(25),MarkerSize(1.5),XErrorSize(0), Rescale(rescale), DataError(RooAbsData::None));
myPDFHPlus->plotOn(w1frame, LineColor(kGreen+3),LineWidth(2), Normalization(rescale));
}
if ( rescale != 1. )
w1frame->GetYaxis()->SetRangeUser(0, ymax_w1 * rescale * 1.5);
//
// wminus
//
RooPlot* w2frame = wminusmass->frame(50);
w2frame->GetXaxis()->CenterTitle();
w2frame->GetYaxis()->CenterTitle();
w2frame->GetYaxis()->SetTitle(" ");
double ymax_w2;
TH1F *w2_mplus = new TH1F("w2_mplus", "w2_mplus", 50, 1e-09, 120);
tin->Project("w2_mplus", "wminusmass");
ymax_w2 = w2_mplus->GetMaximum();
TH1F *w2_hminus = new TH1F("w2_hminus", "w2_hminus", 50, 1e-09, 120);
tinMinus->Project("w2_hminus", "wminusmass");
ymax_w2 = w2_hminus->GetMaximum() > ymax_w2 ? w2_hminus->GetMaximum() : ymax_w2;
TH1F *w2_hplus = new TH1F("w2_hplus", "w2_hplus", 50, 1e-09, 120);
tinHPlus->Project("w2_hplus", "wminusmass");
ymax_w2 = w2_hplus->GetMaximum() > ymax_w2 ? w2_hplus->GetMaximum() : ymax_w2;
if ( drawmplus ) {
data.plotOn(w2frame, MarkerColor(kRed),MarkerStyle(4),MarkerSize(1.5),LineWidth(0),XErrorSize(0), Rescale(rescale), DataError(RooAbsData::None));
myPDF->plotOn(w2frame, LineColor(kRed),LineWidth(2), Normalization(rescale));
}
if ( drawhminus ) {
dataMinus.plotOn(w2frame, MarkerColor(kBlue),MarkerStyle(27),MarkerSize(1.9),XErrorSize(0), Rescale(rescale), DataError(RooAbsData::None));
myPDFMinus->plotOn(w2frame, LineColor(kBlue),LineWidth(2), Normalization(rescale));
}
if ( drawhplus ) {
dataHPlus.plotOn(w2frame, MarkerColor(kGreen+3),MarkerStyle(25),MarkerSize(1.5),XErrorSize(0), Rescale(rescale), DataError(RooAbsData::None));
myPDFHPlus->plotOn(w2frame, LineColor(kGreen+3),LineWidth(2), Normalization(rescale));
}
if ( rescale != 1. )
w2frame->GetYaxis()->SetRangeUser(0, ymax_w2 * rescale * 1.5);
}
}
if ( drawpaper ) {
TCanvas* can =new TCanvas("can","can",600,600);
if ( offshell ) {
w1frame->GetXaxis()->SetTitle("m_{l#nu} [GeV]");
w1frame->Draw();
can->Print(Form("paperplots/wplusmass_%.0fGeV_spin2_3in1_ww.eps", mH));
can->SaveAs(Form("paperplots/wplusmass_%.0fGeV_spin2_3in1_ww.C", mH));
}
can->Clear();
hsframe->Draw();
can->Print(Form("paperplots/costhetastar_%.0fGeV_spin2_3in1_ww.eps", mH));
can->SaveAs(Form("paperplots/costhetastar_%.0fGeV_spin2_3in1_ww.C", mH));
can->Clear();
Phi1frame->Draw();
can->Print(Form("paperplots/phistar1_%.0fGeV_spin2_3in1_ww.eps", mH));
can->SaveAs(Form("paperplots/phistar1_%.0fGeV_spin2_3in1_ww.C", mH));
can->Clear();
h1frame->GetXaxis()->SetTitle("cos#theta_{1} or cos#theta_{2}");
h1frame->Draw();
can->Print(Form("paperplots/costheta1_%.0fGeV_spin2_3in1_ww.eps", mH));
can->SaveAs(Form("paperplots/costheta1_%.0fGeV_spin2_3in1_ww.C", mH));
can->Clear();
Phiframe->Draw();
can->Print(Form("paperplots/phi_%.0fGeV_spin2_3in1_ww.eps", mH));
can->SaveAs(Form("paperplots/phi_%.0fGeV_spin2_3in1_ww.C", mH));
} else {
TCanvas* czz = new TCanvas( "czz", "czz", 1000, 600 );
czz->Divide(4,2);
if ( offshell ) {
czz->cd(1);
w1frame->Draw();
czz->cd(2);
w2frame->Draw();
}
czz->cd(3);
hsframe->Draw();
czz->cd(4);
box3->Draw();
czz->cd(5);
Phi1frame->Draw();
czz->cd(6);
h1frame->Draw();
czz->cd(7);
h2frame->Draw();
czz->cd(8);
Phiframe->Draw();
if ( useGTerm->getVal() > 0.) {
czz->SaveAs(Form("epsfiles/angles_TWW%.0f_JHU_7D.eps", mH));
czz->SaveAs(Form("pngfiles/angles_TWW%.0f_JHU_7D.png", mH));
} else {
czz->SaveAs(Form("epsfiles/angles_TWW%.0f_JHU_7D_GenFromC.eps", mH));
czz->SaveAs(Form("pngfiles/angles_TWW%.0f_JHU_7D_GenFromC.png", mH));
}
}
}
void drawCtauMass2DPlot(RooWorkspace& myws, // Local workspace
string outputDir, // Output directory
struct KinCuts cut, // Variable with current kinematic cuts
string plotLabel, // The label used to define the output file name
// Select the type of datasets to fit
string DSTAG, // Specifies the type of datasets: i.e, DATA, MCJPSINP, ...
bool isPbPb, // Define if it is PbPb (True) or PP (False)\
// Select the drawing options
map<string, double> binWidth={} // User-defined Location of the fit results
)
{
gStyle->SetOptStat(0);
if (DSTAG.find("_")!=std::string::npos) DSTAG.erase(DSTAG.find("_"));
double minRangeCtau = -0.5;
double maxRangeCtau = 2.0;
int nBinsCtau = min(int( round((maxRangeCtau - minRangeCtau)/binWidth["CTAU"]*2) ), 1000);
// myws.var("ctau")->setBin(nBinsCtau, Binning(nBinsCtau, minRangeCtau, maxRangeCtau));
double minRangeMass = cut.dMuon.M.Min;
double maxRangeMass = cut.dMuon.M.Max;
int nBinsMass = min(int( round((maxRangeMass - minRangeMass)/binWidth["MASS"]) ), 1000);
// myws.var("invMass")->setBin(nBinsCtau, Binning(nBinsCtau, minRangeCtau, maxRangeCtau));
string pdfTotName = Form("pdfCTAUMASS_Tot_%s", (isPbPb?"PbPb":"PP"));
TH1* hPDF = ((RooAbsReal*)myws.pdf(pdfTotName.c_str()))->createHistogram("PDF 2D",*myws.var("ctau"), Extended(kTRUE), Binning(nBinsCtau, minRangeCtau, maxRangeCtau), YVar(*myws.var("invMass"), Binning(nBinsMass, minRangeMass, maxRangeMass)));
string dsOSName = Form("dOS_%s_%s", DSTAG.c_str(), (isPbPb?"PbPb":"PP"));
TH1* hDATA = ((RooDataSet*)myws.data(dsOSName.c_str()))->createHistogram("DATA 2D",*myws.var("ctau"), Binning(nBinsCtau, minRangeCtau, maxRangeCtau), YVar(*myws.var("invMass"), Binning(nBinsMass, minRangeMass, maxRangeMass)));
// Create the main canvas
TCanvas *cFigPDF = new TCanvas(Form("cCtauMassPDF_%s", (isPbPb?"PbPb":"PP")), "cCtauMassPDF",2000,2000);
cFigPDF->cd();
hPDF->GetYaxis()->CenterTitle(kTRUE);
hPDF->GetYaxis()->SetTitleOffset(2.1);
hPDF->GetYaxis()->SetTitleSize(0.035);
hPDF->GetYaxis()->SetLabelSize(0.025);
hPDF->GetYaxis()->SetTitle("Mass [GeV/c]");
hPDF->GetXaxis()->CenterTitle(kTRUE);
hPDF->GetXaxis()->SetTitleOffset(2.1);
hPDF->GetXaxis()->SetTitleSize(0.035);
hPDF->GetXaxis()->SetLabelSize(0.025);
hPDF->GetXaxis()->SetTitle("#font[12]{l}_{J/#psi} (mm)");
hPDF->GetZaxis()->SetTitleOffset(2.0);
hPDF->GetZaxis()->SetTitleSize(0.035);
hPDF->GetZaxis()->SetLabelSize(0.025);
hPDF->GetYaxis()->SetRangeUser(minRangeMass, maxRangeMass);
hPDF->GetXaxis()->SetRangeUser(minRangeCtau, maxRangeCtau);
cFigPDF->SetLogz(kTRUE);
hPDF->Draw("LEGO2");
gSystem->mkdir(Form("%sctauMass/%s/plot/pdf2D/", outputDir.c_str(), DSTAG.c_str()), kTRUE);
cFigPDF->SaveAs(Form("%sctauMass/%s/plot/pdf2D/PLOT_%s_%s_%s%s_pt%.0f%.0f_rap%.0f%.0f_cent%d%d.pdf", outputDir.c_str(), DSTAG.c_str(), "CTAUMASSPDF", DSTAG.c_str(), (isPbPb?"PbPb":"PP"), plotLabel.c_str(), (cut.dMuon.Pt.Min*10.0), (cut.dMuon.Pt.Max*10.0), (cut.dMuon.AbsRap.Min*10.0), (cut.dMuon.AbsRap.Max*10.0), cut.Centrality.Start, cut.Centrality.End));
cFigPDF->Clear();
cFigPDF->Close();
// Create the main canvas
TCanvas *cFigDATA = new TCanvas(Form("cCtauMassPDF_%s", (isPbPb?"PbPb":"PP")), "cCtauMassPDF",2000,2000);
cFigDATA->cd();
hDATA->GetYaxis()->CenterTitle(kTRUE);
hDATA->GetYaxis()->SetTitleOffset(2.1);
hDATA->GetYaxis()->SetTitleSize(0.035);
hDATA->GetYaxis()->SetLabelSize(0.025);
hDATA->GetYaxis()->SetTitle("Mass [GeV/c]");
hDATA->GetXaxis()->CenterTitle(kTRUE);
hDATA->GetXaxis()->SetTitleOffset(2.1);
hDATA->GetXaxis()->SetTitleSize(0.035);
hDATA->GetXaxis()->SetLabelSize(0.025);
hDATA->GetXaxis()->SetTitle("#font[12]{l}_{J/#psi} (mm)");
hDATA->GetZaxis()->SetTitleOffset(2.0);
hDATA->GetZaxis()->SetTitleSize(0.035);
hDATA->GetZaxis()->SetLabelSize(0.025);
hDATA->GetYaxis()->SetRangeUser(minRangeMass, maxRangeMass);
hDATA->GetXaxis()->SetRangeUser(minRangeCtau, maxRangeCtau);
cFigDATA->SetLogz(kTRUE);
hDATA->Draw("LEGO2");
gSystem->mkdir(Form("%sctauMass/%s/plot/pdf2D/", outputDir.c_str(), DSTAG.c_str()), kTRUE);
cFigDATA->SaveAs(Form("%sctauMass/%s/plot/pdf2D/PLOT_%s_%s_%s%s_pt%.0f%.0f_rap%.0f%.0f_cent%d%d.pdf", outputDir.c_str(), DSTAG.c_str(), "CTAUMASSDATA", DSTAG.c_str(), (isPbPb?"PbPb":"PP"), plotLabel.c_str(), (cut.dMuon.Pt.Min*10.0), (cut.dMuon.Pt.Max*10.0), (cut.dMuon.AbsRap.Min*10.0), (cut.dMuon.AbsRap.Max*10.0), cut.Centrality.Start, cut.Centrality.End));
cFigDATA->Clear();
cFigDATA->Close();
delete hPDF;
delete hDATA;
};
void determineWorkingPoint(TString algo="csv",TString baseURL="~/scratch0/top-nosyst/plotter.root")
{
float workPoint(0.244);
float sfb(1.020), sfberr(0.04); //from BTV-11-003
float sflight(1.08), sflighterr(0.13); //from BTV-11-002
// float sfb(0.99), sfberr(0.099); //from BTV-11-001
// float sflight(1.07882), sflighterr(0.244); //from BTV-11-001
if(algo=="tche")
{
workPoint=1.7;
sfb=0.95; sfberr=0.095;
sflight=1.08018; sflighterr=0.1125;
}
TObjArray bjets=getDistributionFromPlotter(algo+"b",baseURL);
TObjArray lightjets=getDistributionFromPlotter(algo+"light",baseURL);
TH1F *bDisc=(TH1F *) bjets.At(1);
TH1F *lightDisc=(TH1F *) lightjets.At(1);
setStyle();
gStyle->SetOptFit(0);
TCanvas *cnv = getNewCanvas("c","c",false);
cnv->Clear();
cnv->SetCanvasSize(1200,1200);
cnv->SetWindowSize(1200,1200);
cnv->Divide(2,2);
//draw the discriminator
TPad *p = (TPad *)cnv->cd(1);
bDisc->SetTitle("b");
bDisc->SetLineColor(1);
bDisc->SetMarkerColor(1);
bDisc->SetMarkerStyle(20);
bDisc->SetFillStyle(0);
bDisc->DrawNormalized("histe1");
lightDisc->SetLineColor(1);
lightDisc->SetMarkerColor(1);
lightDisc->SetMarkerStyle(24);
lightDisc->SetFillStyle(0);
lightDisc->SetTitle("udcsg");
lightDisc->DrawNormalized("histe1same");
TLegend *leg=p->BuildLegend();
formatForCmsPublic(p,leg,"CMS simulation",2);
//draw the b/light efficiencies
p=(TPad *)cnv->cd(2);
p->SetLogy();
TGraphAsymmErrors *bEff = getEfficiencyFrom(bDisc);
TGraphAsymmErrors *lightEff = getEfficiencyFrom(lightDisc);
bEff->SetMarkerStyle(20);
bEff->SetFillStyle(0);
bEff->Draw("ap");
bEff->GetXaxis()->SetTitle(bDisc->GetXaxis()->GetTitle());
bEff->GetYaxis()->SetTitle("Efficiency");
lightEff->SetMarkerStyle(24);
lightEff->SetFillStyle(0);
lightEff->Draw("p");
//draw relatively to a given working point
p=(TPad *)cnv->cd(3);
Double_t baseBEff=bEff->Eval(workPoint);
TGraphAsymmErrors *relBEff=new TGraphAsymmErrors;
relBEff->SetMarkerStyle(20);
relBEff->SetFillStyle(0);
Double_t baseLightEff=lightEff->Eval(workPoint);
TGraphAsymmErrors *relLightEff=new TGraphAsymmErrors;
relLightEff->SetMarkerStyle(24);
relLightEff->SetFillStyle(0);
for(int ip=0; ip<bEff->GetN(); ip++)
{
Double_t cut, y,ey;
bEff->GetPoint(ip,cut,y); ey = bEff->GetErrorY(ip);
Double_t relEff(y/baseBEff);
if(relEff<sfb+2*sfberr && relEff>sfb-2*sfberr)
{
int ipt=relBEff->GetN();
relBEff->SetPoint(ipt,cut,relEff);
relBEff->SetPointError(ipt,0,0,ey/baseBEff,ey/baseBEff);
}
lightEff->GetPoint(ip,cut,y); ey = lightEff->GetErrorY(ip);
relEff=y/baseLightEff;
// if(relEff<sflight+7*sflighterr && relEff>sflight-7*sflighterr)
if(relEff<sflight+3*sflighterr && relEff>sflight-3*sflighterr)
{
int ipt=relLightEff->GetN();
relLightEff->SetPoint(ipt,cut,relEff);
relLightEff->SetPointError(ipt,0,0,ey/baseLightEff,ey/baseLightEff);
}
}
relLightEff->Draw("ap");
relLightEff->GetXaxis()->SetTitle( bDisc->GetXaxis()->GetTitle() );
relLightEff->GetYaxis()->SetTitle( "#varepsilon/#varepsilon_{0}" );
relLightEff->Fit("expo","Q+");
TF1 *ffunc=relLightEff->GetFunction("expo");
float newLightCut=(TMath::Log(sflight)-ffunc->GetParameter(0))/ffunc->GetParameter(1);
float newLightCutErrPlus=(TMath::Log(sflight+sflighterr)-ffunc->GetParameter(0))/ffunc->GetParameter(1)-newLightCut;
float newLightCutErrMinus=(TMath::Log(sflight-sflighterr)-ffunc->GetParameter(0))/ffunc->GetParameter(1)-newLightCut;
TArrow *lightArrow = new TArrow(newLightCut, sflight-3*sflighterr, newLightCut, sflight-3*sflighterr*0.8, 0.02, "<|");
lightArrow->SetLineColor(kGray+2);
lightArrow->SetFillColor(kGray+2);
lightArrow->Draw("SAME <|");
relBEff->Draw("p");
relBEff->Fit("expo","Q+");
ffunc=relBEff->GetFunction("expo");
float newBCut=(TMath::Log(sfb)-ffunc->GetParameter(0))/ffunc->GetParameter(1);
float newBCutErrPlus=(TMath::Log(sfb+sfberr)-ffunc->GetParameter(0))/ffunc->GetParameter(1)-newBCut;
float newBCutErrMinus=(TMath::Log(sfb-sfberr)-ffunc->GetParameter(0))/ffunc->GetParameter(1)-newBCut;
cout << sfb << " " << sfb+sfberr << " " << sfb-sfberr << endl;
TArrow *bArrow = new TArrow(newBCut, sflight-3*sflighterr, newBCut, sflight-3*sflighterr*0.8, 0.02, "<|");
bArrow->Draw("SAME <|");
//draw epsilon_b vs epsilon_q
p=(TPad *)cnv->cd(4);
p->SetLogy();
TGraphAsymmErrors *perf=new TGraphAsymmErrors;
perf->SetName("algoperformance");
perf->SetMarkerStyle(20);
perf->SetFillStyle(0);
for(int ip=0; ip<bEff->GetN(); ip++)
{
Double_t cut;
Double_t x,ex; bEff->GetPoint(ip,cut,x); ex = bEff->GetErrorY(ip);
Double_t y,ey; lightEff->GetPoint(ip,cut,y); ey = lightEff->GetErrorY(ip);
perf->SetPoint(ip,x,y);
perf->SetPointError(ip,ex,ex,ey,ey);
}
perf->Draw("ap");
perf->GetXaxis()->SetTitle( bEff->GetTitle() );
perf->GetYaxis()->SetTitle( lightEff->GetTitle() );
//new performance expected after applying the new cuts
TGraphAsymmErrors *newperf=new TGraphAsymmErrors;
newperf->SetName("newalgoperformance");
newperf->SetMarkerStyle(24);
newperf->SetFillStyle(0);
newperf->SetLineWidth(2);
newperf->SetLineColor(kRed);
newperf->SetLineColor(kRed);
newperf->SetPoint(0,baseBEff*sfb,baseLightEff*sflight);
newperf->SetPointError(0,baseBEff*sfberr,baseBEff*sfberr,baseLightEff*sflighterr,baseLightEff*sflighterr);
newperf->Draw("p");
cnv->Modified();
cnv->Update();
cnv->SaveAs("discFlavor.C");
cnv->SaveAs("discFlavor.png");
cout << "[determineWorkingPoint]" << endl
<< "To emulate the measured scale-factors you can use the following new cuts per jet flavor" << endl
<< "SF-b : " << newBCut << " +" << newBCutErrPlus << " " << newBCutErrMinus << endl
<< "SF-light : " << newLightCut << " +" << newLightCutErrPlus << " " << newLightCutErrMinus << endl;
}
void KKpiFlatDalitzFractions(){
Float_t M=1.9686;
Float_t m1=.49368;
Float_t m2=.49368;
Float_t m3=.13957;
//Define the Histogram with the boundaries
Float_t XMin=.8;
Float_t XMax=3.5;
Float_t YMin=.3;
Float_t YMax=2.3;
TH2F HTop("HTop","",Npoints,XMin,XMax,Npoints,YMin,YMax);
HTop.SetStats(0);
TH2F HBot("HBot","",Npoints,XMin,XMax,Npoints,YMin,YMax);
HBot.SetStats(0);
Double_t x=0;
Double_t y=0;
Float_t xmin=(m1+m2)*(m1+m2);
Float_t xmax=(M-m3)*(M-m3);
Float_t xstep=(xmax-xmin)/Npoints;
Float_t x0=0;
Float_t y0=0;
Float_t E2,E3;
//First do the top points from left to right
for(Int_t p=0;p<Npoints;p++){
x=xmin+p*xstep;
E2=(x-m1*m1+m2*m2)/(2*sqrt(x));
E3=(M*M-x-m3*m3)/(2*sqrt(x));
y=(E2+E3)*(E2+E3)-pow((sqrt(E2*E2-m2*m2)-sqrt(E3*E3-m3*m3)),2);
HTop.Fill(x,y,1);
}
//Now do the bottom points from right to left
for(Int_t p=0;p<Npoints;p++){
x=xmax-p*xstep;//move backwards to draw with line
E2=(x-m1*m1+m2*m2)/(2*sqrt(x));
E3=(M*M-x-m3*m3)/(2*sqrt(x));
y=(E2+E3)*(E2+E3)-pow((sqrt(E2*E2-m2*m2)+sqrt(E3*E3-m3*m3)),2);
HBot.Fill(x,y,1);
}
for(Int_t bx=1;bx<=Npoints;bx++)
for(Int_t by=1;by<=Npoints;by++){
if(HTop.GetBinContent(bx,by)>0)HTop.SetBinContent(bx,by,1);
if(HBot.GetBinContent(bx,by)>0)HBot.SetBinContent(bx,by,1);
}
TCanvas C;
C.Print("KKpiFlatDalitzFractions.ps[");
C.Clear();
HTop.Draw("col");
C.Print("KKpiFlatDalitzFractions.ps");
C.Clear();
HBot.Draw("col");
C.Print("KKpiFlatDalitzFractions.ps");
C.Clear();
HTop.Draw("col");
HBot.Draw("col same");
C.Print("KKpiFlatDalitzFractions.ps");
////////////////////////////////
//Create the arrays which map the y bin for each x bin
Int_t TopBound[Npoints];
Int_t BotBound[Npoints];
for(Int_t bx=0;bx<Npoints;bx++){
TopBound[bx]=0;
BotBound[bx]=Npoints;
for(Int_t by=0;by<Npoints;by++){
if(HTop.GetBinContent(bx+1,by+1)>0)TopBound[bx]=by;
if(HBot.GetBinContent(bx+1,by+1)>0)BotBound[bx]=by;
}
}
//Dalitz1 Bounds
Float_t xwidth=(XMax-XMin)/Npoints;
Float_t ywidth=(YMax-YMin)/Npoints;
Int_t Dalitz1Xmin=(int)((.95-XMin)/xwidth);
Int_t Dalitz1Xmax=(int)((1.15-XMin)/xwidth);
Int_t Dalitz2Ymin=(int)((.6-YMin)/ywidth);
Int_t Dalitz2Ymax=(int)((1.-YMin)/ywidth);
////////////Throw random points on the full range and determine if it is inside the physical region
TH2F HDalitzSig("HDalitzSig","",Npoints,XMin,XMax,Npoints,YMin,YMax);
HDalitzSig.SetStats(0);
TH2F HDalitz1("HDalitz1","",Npoints,XMin,XMax,Npoints,YMin,YMax);
HDalitz1.SetStats(0);
TH2F HDalitz2("HDalitz2","",Npoints,XMin,XMax,Npoints,YMin,YMax);
HDalitz2.SetStats(0);
TH2F HDalitz3("HDalitz3","",Npoints,XMin,XMax,Npoints,YMin,YMax);
HDalitz3.SetStats(0);
TRandom rand;
for(Int_t i=0;i<Npoints*Npoints*2;i++){
Int_t xr=(int)rand.Uniform(1,Npoints+1);
Int_t yr=(int)rand.Uniform(1,Npoints+1);
if(BotBound[xr]<=yr&&yr<=TopBound[xr]){
HDalitzSig.SetBinContent(xr,yr,HDalitzSig.GetBinContent(xr,yr)+1);
if(Dalitz1Xmin<=xr&&xr<=Dalitz1Xmax){
HDalitz1.SetBinContent(xr,yr,HDalitz1.GetBinContent(xr,yr)+1);
}
else if(Dalitz2Ymin<=yr&&yr<=Dalitz2Ymax){
HDalitz2.SetBinContent(xr,yr,HDalitz2.GetBinContent(xr,yr)+1);
}else HDalitz3.SetBinContent(xr,yr,HDalitz3.GetBinContent(xr,yr)+1);
}
}
C.Clear();
//HTop.Draw("col");
//HBot.Draw("col same");
HDalitzSig.Draw("col");
C.Print("KKpiFlatDalitzFractions.ps");
C.Clear();
//HTop.Draw("col");
//HBot.Draw("col same");
HDalitz1.Draw("col ");
C.Print("KKpiFlatDalitzFractions.ps");
C.Clear();
//HTop.Draw("col");
//HBot.Draw("col same");
HDalitz2.Draw("col");
C.Print("KKpiFlatDalitzFractions.ps");
C.Clear();
//HTop.Draw("col");
//HBot.Draw("col same");
HDalitz3.Draw("col");
C.Print("KKpiFlatDalitzFractions.ps");
cout<<"Fraction1 = "<<HDalitz1.Integral()/(float)HDalitzSig.Integral()<<endl;
cout<<"Fraction2 = "<<HDalitz2.Integral()/(float)HDalitzSig.Integral()<<endl;
cout<<"Fraction3 = "<<HDalitz3.Integral()/(float)HDalitzSig.Integral()<<endl;
C.Print("KKpiFlatDalitzFractions.ps]");
}
int singleMu_plots() {
// Parameters
FLAG *flag = new FLAG;
flag->doSta = true;
flag->doGlb = false;
string data2010 = "/castor/cern.ch/user/m/miheejo/openHLT/cms442p5/HICorePhysics_Skim_MinimumBias_RAW/openhlt_2010HICorePhysicsMB.root";
string data2011 = "/castor/cern.ch/user/m/miheejo/openHLT/RD2011/HIDiMuon_HIRun2011-PromptReco-v1_RECO/openhlt_PromptReco_181611_181778.root";
//"/castor/cern.ch/user/m/miheejo/openHLT/RD2011/HIData2011_rawToRecoV3_LSF/openhlt_HIData2011_rawToRecoV3_LSF.root";
// Check trigger list
vector<string> triglist;
triglist.push_back("HLT_HIL1DoubleMu0_HighQ_v1");
triglist.push_back("HLT_HIL2DoubleMu3_v1");
triglist.push_back("HLT_HIL3DoubleMuOpen_v1");
triglist.push_back("HLT_HIL3DoubleMuOpen_Mgt2_OS_NoCowboy_v1");
triglist.push_back("HLT_HIL2Mu3_v1");
triglist.push_back("HLT_HIL2Mu7_v1");
triglist.push_back("HLT_HIL2Mu15_v1");
triglist.push_back("HLT_HIL2Mu3_NHitQ_v1");
triglist.push_back("HLT_HIL3Mu3_v1");
// Histograms
TH2F *SingleGlb_Etapt_2010 = new TH2F("SingleGlb_etapt_2010","SingleGlb_etapt_2010;single mu #eta;single mu p_{T}",ETA,-2.4,2.4,PT,0,20);
TH2F *SingleGlb_Etapt_2011 = new TH2F("SingleGlb_etapt_2011","SingleGlb_etapt_2011;single mu #eta;single mu p_{T}",ETA,-2.4,2.4,PT,0,20);
TH2F *SingleGlb_Etaphi_2010 = new TH2F("SingleGlb_etaphi_2010","SingleGlb_etaphi_2010;single mu #eta;single mu #phi",ETA,-2.4,2.4,20,-PI,PI);
TH2F *SingleGlb_Etaphi_2011 = new TH2F("SingleGlb_etaphi_2011","SingleGlb_etaphi_2011;single mu #eta;single mu #phi",ETA,-2.4,2.4,20,-PI,PI);
TH1F *SingleGlb_Eta_2010 = new TH1F("SingleGlb_eta_2010","SingleGlb_eta_2010;single mu #eta",ETA,-2.4,2.4);
TH1F *SingleGlb_Eta_2011 = new TH1F("SingleGlb_eta_2011","SingleGlb_eta_2011;single mu #eta",ETA,-2.4,2.4);
TH1F *SingleGlb_Phi_2010 = new TH1F("SingleGlb_phi_2010","SingleGlb_phi_2010;single mu #phi",20,-PI,PI);
TH1F *SingleGlb_Phi_2011 = new TH1F("SingleGlb_phi_2011","SingleGlb_phi_2011;single mu #phi",20,-PI,PI);
TH1F *SingleGlb_Pt_2010 = new TH1F("SingleGlb_pt_2010","SingleGlb_pt_2010;single mu p_{T}",PT,0,20);
TH1F *SingleGlb_Pt_2011 = new TH1F("SingleGlb_pt_2011","SingleGlb_pt_2011;single mu p_{T}",PT,0,20);
TH2F *SingleGlb_Etapt_2010_qual = new TH2F("SingleGlb_etapt_2010_qual","SingleGlb_etapt_2010_qual;single mu #eta;single mu p_{T}",ETA,-2.4,2.4,PT,0,20);
TH2F *SingleGlb_Etapt_2011_qual = new TH2F("SingleGlb_etapt_2011_qual","SingleGlb_etapt_2011_qual;single mu #eta;single mu p_{T}",ETA,-2.4,2.4,PT,0,20);
TH2F *SingleGlb_Etaphi_2010_qual = new TH2F("SingleGlb_etaphi_2010_qual","SingleGlb_etaphi_2010_qual;single mu #eta;single mu #phi",ETA,-2.4,2.4,20,-PI,PI);
TH2F *SingleGlb_Etaphi_2011_qual = new TH2F("SingleGlb_etaphi_2011_qual","SingleGlb_etaphi_2011_qual;single mu #eta;single mu #phi",ETA,-2.4,2.4,20,-PI,PI);
TH1F *SingleGlb_Eta_2010_qual = new TH1F("SingleGlb_eta_2010_qual","SingleGlb_eta_2010_qual;single mu #eta",ETA,-2.4,2.4);
TH1F *SingleGlb_Eta_2011_qual = new TH1F("SingleGlb_eta_2011_qual","SingleGlb_eta_2011_qual;single mu #eta",ETA,-2.4,2.4);
TH1F *SingleGlb_Phi_2010_qual = new TH1F("SingleGlb_phi_2010_qual","SingleGlb_phi_2010_qual;single mu #phi",20,-PI,PI);
TH1F *SingleGlb_Phi_2011_qual = new TH1F("SingleGlb_phi_2011_qual","SingleGlb_phi_2011_qual;single mu #phi",20,-PI,PI);
TH1F *SingleGlb_Pt_2010_qual = new TH1F("SingleGlb_pt_2010_qual","SingleGlb_pt_2010_qual;single mu p_{T}",PT,0,20);
TH1F *SingleGlb_Pt_2011_qual = new TH1F("SingleGlb_pt_2011_qual","SingleGlb_pt_2011_qual;single mu p_{T}",PT,0,20);
// Input files
// 2010 datafile
TCastorFile *input_2010 = new TCastorFile(data2010.c_str());
FriendMuTree *mutree_2010 = new FriendMuTree(input_2010,true); // Load HLTMuTree
HltTree *ohTree_2010 = new HltTree(input_2010,true,"hltana/HltTree"); // Load HltTree
TTree *muon_tree_2010; // Hold HLTMuTree
TTree *open_tree_2010; // Hold HltTree
MUTREE *muTree_2010 = new MUTREE;
// 2011 datafile
TCastorFile *input_2011 = new TCastorFile(data2011.c_str());
FriendMuTree *mutree_2011 = new FriendMuTree(input_2011,true); // Load HLTMuTree
HltTree *ohTree_2011 = new HltTree(input_2011,true,"hltanalysis/HltTree"); // Load HltTree
TTree *muon_tree_2011; // Hold HLTMuTree
TTree *open_tree_2011; // Hold HltTree
MUTREE *muTree_2011 = new MUTREE;
const unsigned int ntrig = triglist.size();
int trig_2010[ntrig]; // Trigger bits for muons
int trig_2011[ntrig]; // Trigger bits for muons
open_tree_2010 = ohTree_2010->fChain; // Get TTree for trigger bits
open_tree_2011 = ohTree_2011->fChain; // Get TTree for trigger bits
for (unsigned int i=0; i < ntrig; i++) {
string tmptrig = triglist[i];
open_tree_2010->SetBranchAddress(tmptrig.c_str(),&trig_2010[i]); // SetBranchAddress for trigger bits
open_tree_2011->SetBranchAddress(tmptrig.c_str(),&trig_2011[i]); // SetBranchAddress for trigger bits
}
muon_tree_2010 = mutree_2010->fChain; // Get TTree for muon objects
muon_tree_2010->SetBranchAddress("Run",&muTree_2010->run);
muon_tree_2010->SetBranchAddress("Event",&muTree_2010->event);
muon_tree_2011 = mutree_2011->fChain; // Get TTree for muon objects
muon_tree_2011->SetBranchAddress("Run",&muTree_2011->run);
muon_tree_2011->SetBranchAddress("Event",&muTree_2011->event);
if (flag->doSta && !flag->doGlb) {
muon_tree_2010->SetBranchAddress("Sta_eta",muTree_2010->eta);
muon_tree_2010->SetBranchAddress("Sta_pt",muTree_2010->pt);
muon_tree_2010->SetBranchAddress("Sta_phi",muTree_2010->phi);
muon_tree_2010->SetBranchAddress("Sta_nptl",&muTree_2010->nptl);
muon_tree_2010->SetBranchAddress("Sta_charge",muTree_2010->charge);
muon_tree_2011->SetBranchAddress("Sta_eta",muTree_2011->eta);
muon_tree_2011->SetBranchAddress("Sta_pt",muTree_2011->pt);
muon_tree_2011->SetBranchAddress("Sta_phi",muTree_2011->phi);
muon_tree_2011->SetBranchAddress("Sta_nptl",&muTree_2011->nptl);
muon_tree_2011->SetBranchAddress("Sta_charge",muTree_2011->charge);
} else if (flag->doGlb && !flag->doSta) {
muon_tree_2011->SetBranchAddress("Glb_eta",muTree_2011->eta);
muon_tree_2011->SetBranchAddress("Glb_pt",muTree_2011->pt);
muon_tree_2011->SetBranchAddress("Glb_phi",muTree_2011->phi);
muon_tree_2011->SetBranchAddress("Glb_nptl",&muTree_2011->nptl);
muon_tree_2011->SetBranchAddress("Glb_charge",muTree_2011->charge);
muon_tree_2011->SetBranchAddress("Glb_nValMuHits",muTree_2011->nValMuHits);
muon_tree_2011->SetBranchAddress("Glb_nValTrkHits",muTree_2011->nValTrkHits);
muon_tree_2011->SetBranchAddress("Glb_nTrkFound",muTree_2011->nTrkFound);
muon_tree_2011->SetBranchAddress("Glb_glbChi2_ndof",muTree_2011->glbChi2_ndof);
muon_tree_2011->SetBranchAddress("Glb_trkChi2_ndof",muTree_2011->trkChi2_ndof);
muon_tree_2011->SetBranchAddress("Glb_pixLayerWMeas",muTree_2011->pixLayerWMeas);
muon_tree_2011->SetBranchAddress("Glb_trkDxy",muTree_2011->trkDxy);
muon_tree_2011->SetBranchAddress("Glb_trkDz",muTree_2011->trkDz);
muon_tree_2010->SetBranchAddress("Glb_eta",muTree_2010->eta);
muon_tree_2010->SetBranchAddress("Glb_pt",muTree_2010->pt);
muon_tree_2010->SetBranchAddress("Glb_phi",muTree_2010->phi);
muon_tree_2010->SetBranchAddress("Glb_nptl",&muTree_2010->nptl);
muon_tree_2010->SetBranchAddress("Glb_charge",muTree_2010->charge);
muon_tree_2010->SetBranchAddress("Glb_nValMuHits",muTree_2010->nValMuHits);
muon_tree_2010->SetBranchAddress("Glb_nValTrkHits",muTree_2010->nValTrkHits);
muon_tree_2010->SetBranchAddress("Glb_nTrkFound",muTree_2010->nTrkFound);
muon_tree_2010->SetBranchAddress("Glb_glbChi2_ndof",muTree_2010->glbChi2_ndof);
muon_tree_2010->SetBranchAddress("Glb_trkChi2_ndof",muTree_2010->trkChi2_ndof);
muon_tree_2010->SetBranchAddress("Glb_pixLayerWMeas",muTree_2010->pixLayerWMeas);
muon_tree_2010->SetBranchAddress("Glb_trkDxy",muTree_2010->trkDxy);
muon_tree_2010->SetBranchAddress("Glb_trkDz",muTree_2010->trkDz);
} else {
cout << "Choose doSta or doGlb or doGen!\n";
return -1;
}
int nevt_2010=0; // # of events that has at least 1 muon trigger fired
int nevt_2010_qual=0; // # of events that has at least 1 muon trigger fired
// Loop over trees over 2010 trees
for (int i=0; i<muon_tree_2010->GetEntries(); i++) {
muon_tree_2010->GetEntry(i);
ohTree_2010->GetEntry(i);
open_tree_2010->GetEntry(i);
////////// Check muon trigger list
/* flag->trig = false;
for (unsigned int tidx=0; tidx<ntrig; tidx++) {
if (trig_2010[tidx]) { // At least one of the muon trigger is fired.
flag->trig = true;
break;
}
}
if (!flag->trig) continue; // If no muon triggers fired, go to the next event!
*/
nevt_2010++;
bool qual=false;
////////// Load muons and fill up histograms
for (int a=0; a < muTree_2010->nptl; a++) {
SingleGlb_Etapt_2010->Fill(muTree_2010->eta[a],muTree_2010->pt[a]);
SingleGlb_Etaphi_2010->Fill(muTree_2010->eta[a],muTree_2010->phi[a]);
SingleGlb_Eta_2010->Fill(muTree_2010->eta[a]);
SingleGlb_Pt_2010->Fill(muTree_2010->pt[a]);
SingleGlb_Phi_2010->Fill(muTree_2010->phi[a]);
if (flag->doGlb) {
if(!isValidMu(flag, muTree_2010, a)) continue; //Check glb muons are within acceptance range
} else if (flag->doSta) {
if(!isMuInAcc(flag, muTree_2010->eta[a], muTree_2010->pt[a])) continue; //Check sta muons are within acceptance range
}
qual = true;
SingleGlb_Etapt_2010_qual->Fill(muTree_2010->eta[a],muTree_2010->pt[a]);
SingleGlb_Etaphi_2010_qual->Fill(muTree_2010->eta[a],muTree_2010->phi[a]);
SingleGlb_Eta_2010_qual->Fill(muTree_2010->eta[a]);
SingleGlb_Pt_2010_qual->Fill(muTree_2010->pt[a]);
SingleGlb_Phi_2010_qual->Fill(muTree_2010->phi[a]);
}
if (qual) nevt_2010_qual++;
if (i%1000 ==0)
cout << "Event in 2010 datasets: " << i+1 << endl;
}
int nevt_2011=0; // # of events that has at least 1 muon trigger fired
int nevt_2011_qual=0; // # of events that has at least 1 muon trigger fired
// Loop over trees over 2011 trees
for (int i=0; i<muon_tree_2011->GetEntries(); i++) {
muon_tree_2011->GetEntry(i);
ohTree_2011->GetEntry(i);
open_tree_2011->GetEntry(i);
////////// Check muon trigger list
flag->trig = false;
for (unsigned int tidx=0; tidx<ntrig; tidx++) {
if (trig_2011[tidx]) { // At least one of the muon trigger is fired.
flag->trig = true;
break;
}
}
if (!flag->trig) continue; // If no muon triggers fired, go to the next event!
nevt_2011++;
bool qual=false;
////////// Load muons and fill up histograms
for (int a=0; a < muTree_2011->nptl; a++) {
SingleGlb_Etapt_2011->Fill(muTree_2011->eta[a],muTree_2011->pt[a]);
SingleGlb_Etaphi_2011->Fill(muTree_2011->eta[a],muTree_2011->phi[a]);
SingleGlb_Eta_2011->Fill(muTree_2011->eta[a]);
SingleGlb_Pt_2011->Fill(muTree_2011->pt[a]);
SingleGlb_Phi_2011->Fill(muTree_2011->phi[a]);
if (flag->doGlb) {
if(!isValidMu(flag, muTree_2011, a)) continue; //Check glb muons are within acceptance range
} else if (flag->doSta) {
if(!isMuInAcc(flag, muTree_2011->eta[a], muTree_2011->pt[a])) continue; //Check sta muons are within acceptance range
}
qual = true;
SingleGlb_Etapt_2011_qual->Fill(muTree_2011->eta[a],muTree_2011->pt[a]);
SingleGlb_Etaphi_2011_qual->Fill(muTree_2011->eta[a],muTree_2011->phi[a]);
SingleGlb_Eta_2011_qual->Fill(muTree_2011->eta[a]);
SingleGlb_Pt_2011_qual->Fill(muTree_2011->pt[a]);
SingleGlb_Phi_2011_qual->Fill(muTree_2011->phi[a]);
}
if (qual) nevt_2011_qual++;
if (i%1000 ==0)
cout << "Event in 2011 datasets: " << i+1 << endl;
}
double ratio_2010 = SingleGlb_Eta_2010->GetEntries()/nevt_2010;
double ratio_2011 = SingleGlb_Eta_2011->GetEntries()/nevt_2011;
double ratio_2010_qual = SingleGlb_Eta_2010_qual->GetEntries()/nevt_2010_qual;
double ratio_2011_qual = SingleGlb_Eta_2011_qual->GetEntries()/nevt_2011_qual;
// Draw final histograms and save it into .png files
gROOT->Macro("~miheejo/public/HIMuTrig/TrigStyle.C"); //For plot style
TCanvas *canv = new TCanvas("canv","canv",800,600);
canv->Draw();
SingleGlb_Etapt_2010->DrawNormalized("colz",ratio_2010);
canv->SaveAs("SingleGlb_Etapt_2010.png");
canv->Clear(); canv->Draw();
SingleGlb_Etapt_2011->DrawNormalized("colz",ratio_2011);
canv->SaveAs("SingleGlb_Etapt_2011.png");
canv->Clear(); canv->Draw();
SingleGlb_Etaphi_2010->DrawNormalized("colz",ratio_2010);
canv->SaveAs("SingleGlb_Etaphi_2010.png");
canv->Clear(); canv->Draw();
SingleGlb_Etaphi_2011->DrawNormalized("colz",ratio_2011);
canv->SaveAs("SingleGlb_Etaphi_2011.png");
canv->Clear(); canv->Draw();
SingleGlb_Etapt_2010_qual->DrawNormalized("colz",ratio_2010_qual);
canv->SaveAs("SingleGlb_Etapt_2010_qual.png");
canv->Clear(); canv->Draw();
SingleGlb_Etapt_2011_qual->DrawNormalized("colz",ratio_2011_qual);
canv->SaveAs("SingleGlb_Etapt_2011_qual.png");
canv->Clear(); canv->Draw();
SingleGlb_Etaphi_2010_qual->DrawNormalized("colz",ratio_2010_qual);
canv->SaveAs("SingleGlb_Etaphi_2010_qual.png");
canv->Clear(); canv->Draw();
SingleGlb_Etaphi_2011_qual->DrawNormalized("colz",ratio_2011_qual);
canv->SaveAs("SingleGlb_Etaphi_2011_qual.png");
delete canv;
TLegend *leg = new TLegend(0.5,0.70,0.65,0.83);
leg->SetFillColor(0);
leg->SetBorderSize(0);
leg->SetTextSize(0.05);
TLegend *leg2 = new TLegend(0.35,0.50,0.45,0.63);
leg2->SetFillColor(0);
leg2->SetBorderSize(0);
leg2->SetTextSize(0.05);
TLatex *lax = new TLatex();
lax->SetTextSize(0.04);
canv = new TCanvas("canv","canv",1300,1000);
canv->Divide(2,2);
canv->cd(1);
SingleGlb_Eta_2010_qual->Sumw2();
SingleGlb_Eta_2010_qual->SetMarkerStyle(20);
SingleGlb_Eta_2010_qual->DrawNormalized("p e",ratio_2010_qual);
SingleGlb_Eta_2011_qual->Sumw2();
SingleGlb_Eta_2011_qual->SetMarkerColor(kRed);
SingleGlb_Eta_2011_qual->SetMarkerStyle(20);
SingleGlb_Eta_2011_qual->DrawNormalized("p e same",ratio_2011_qual);
leg->AddEntry(SingleGlb_Eta_2010_qual,"2010 data","lp");
leg->AddEntry(SingleGlb_Eta_2011_qual,"2011 data","lp");
leg2->AddEntry(SingleGlb_Eta_2010_qual,"2010 data","lp");
leg2->AddEntry(SingleGlb_Eta_2011_qual,"2011 data","lp");
leg->Draw();
canv->cd(2);
SingleGlb_Pt_2010_qual->Sumw2();
SingleGlb_Pt_2010_qual->SetMarkerStyle(20);
SingleGlb_Pt_2010_qual->DrawNormalized("p e",ratio_2010_qual);
SingleGlb_Pt_2011_qual->Sumw2();
SingleGlb_Pt_2011_qual->SetMarkerColor(kRed);
SingleGlb_Pt_2011_qual->SetMarkerStyle(20);
SingleGlb_Pt_2011_qual->DrawNormalized("p e same",ratio_2011_qual);
leg->Draw();
canv->cd(3);
SingleGlb_Phi_2011_qual->Sumw2();
SingleGlb_Phi_2011_qual->SetMarkerColor(kRed);
SingleGlb_Phi_2011_qual->SetMarkerStyle(20);
SingleGlb_Phi_2011_qual->DrawNormalized("p e",ratio_2011_qual);
SingleGlb_Phi_2010_qual->Sumw2();
SingleGlb_Phi_2010_qual->SetMarkerStyle(20);
SingleGlb_Phi_2010_qual->DrawNormalized("p e same",ratio_2010_qual);
leg->Draw();
canv->cd(4);
stringstream title;
title.str("");
title << "2010 # muons (mu trig fired + quality cuts): " << SingleGlb_Eta_2010_qual->GetEntries();
lax->DrawLatex(0.0,0.95,title.str().c_str());
title.str("");
title << "2010 # events (mu trig fired + quality cuts): " << nevt_2010_qual;
lax->DrawLatex(0.0,0.90,title.str().c_str());
title.str("");
title << "2011 # muons (mu trig fired + quality cuts): " << SingleGlb_Eta_2011_qual->GetEntries();
lax->DrawLatex(0.0,0.85,title.str().c_str());
title.str("");
title << "2011 # events (mu trig fired + quality cuts): " << nevt_2011_qual;
lax->DrawLatex(0.0,0.80,title.str().c_str());
canv->SaveAs("SingleGlb_qual.png");
canv->Clear(); canv->Divide(2,2);
canv->cd(1);
SingleGlb_Eta_2011->Sumw2();
SingleGlb_Eta_2011->SetMarkerColor(kRed);
SingleGlb_Eta_2011->SetMarkerStyle(20);
SingleGlb_Eta_2011->DrawNormalized("p e",ratio_2011);
SingleGlb_Eta_2010->Sumw2();
SingleGlb_Eta_2010->SetMarkerStyle(20);
SingleGlb_Eta_2010->DrawNormalized("p e same",ratio_2010);
leg->Draw();
canv->cd(2);
SingleGlb_Pt_2011->Sumw2();
SingleGlb_Pt_2011->SetMarkerColor(kRed);
SingleGlb_Pt_2011->SetMarkerStyle(20);
SingleGlb_Pt_2011->DrawNormalized("p e",ratio_2011);
SingleGlb_Pt_2010->Sumw2();
SingleGlb_Pt_2010->SetMarkerStyle(20);
SingleGlb_Pt_2010->DrawNormalized("p e same",ratio_2010);
leg->Draw();
canv->cd(3);
SingleGlb_Phi_2011->Sumw2();
SingleGlb_Phi_2011->SetMarkerColor(kRed);
SingleGlb_Phi_2011->SetMarkerStyle(20);
SingleGlb_Phi_2011->DrawNormalized("p e",ratio_2011);
SingleGlb_Phi_2010->Sumw2();
SingleGlb_Phi_2010->SetMarkerStyle(20);
SingleGlb_Phi_2010->DrawNormalized("p e same",ratio_2010);
leg2->Draw();
canv->cd(4);
title.str("");
title << "2010 # muons (mu trig fired): " << SingleGlb_Eta_2010->GetEntries();
lax->DrawLatex(0.0,0.95,title.str().c_str());
title.str("");
title << "2010 # events (mu trig fired): " << nevt_2010;
lax->DrawLatex(0.0,0.90,title.str().c_str());
title.str("");
title << "2011 # muons (mu trig fired): " << SingleGlb_Eta_2011->GetEntries();
lax->DrawLatex(0.0,0.85,title.str().c_str());
title.str("");
title << "2011 # events (mu trig fired): " << nevt_2011;
lax->DrawLatex(0.0,0.80,title.str().c_str());
canv->SaveAs("SingleGlb_noqual.png");
return 0;
}
void EfficiencyLxy(){
TString fname = "mGamma_0250_ctau1";
TFile *f = new TFile(fname+".root");
f->cd("Analysis");
f->ls();
Int_t ev;
Int_t run;
Int_t lumi;
Int_t genm;
Int_t trig;
Float_t ptgenm[20];
Float_t etagenm[20];
Int_t recm;
Float_t ptrecm[20];
Float_t etarecm[20];
Float_t phirecm[20];
Int_t mjets;
Int_t mj1mu;
Int_t mj2mu;
Float_t ptmumj1[20];
Float_t ptmumj2[20];
Float_t etamumj1[20];
Float_t etamumj2[20];
Int_t vtx;
Float_t gen_dzmj1_0;
Float_t gen_dzmj1_1;
Float_t gen_mj1_0_pt;
Float_t gen_mj1_1_pt;
Float_t gen_mj1_0_eta;
Float_t gen_mj1_1_eta;
Float_t gen_mj1_0_phi;
Float_t gen_mj1_1_phi;
Float_t gen_dzmj2_0;
Float_t gen_dzmj2_1;
Float_t gen_mj2_0_pt;
Float_t gen_mj2_1_pt;
Float_t gen_mj2_0_eta;
Float_t gen_mj2_1_eta;
Float_t gen_mj2_0_phi;
Float_t gen_mj2_1_phi;
Float_t lxy_ge_1_0;
Float_t lxy_ge_1_1;
Float_t lxy_ge_2_0;
Float_t lxy_ge_2_1;
TTree *t = (TTree*)f->Get("Analysis/Events");
TCanvas* c1 = new TCanvas("c1","Example",800,600);
c1->SetFillColor(0);
gStyle->SetPalette(1);
gStyle->SetOptStat(0);
// SetPlotStyle();
t->SetBranchAddress("lxy_ge_1_0", &lxy_ge_1_0);
t->SetBranchAddress("lxy_ge_1_1", &lxy_ge_1_1);
t->SetBranchAddress("lxy_ge_2_0", &lxy_ge_2_0);
t->SetBranchAddress("lxy_ge_2_1", &lxy_ge_2_1);
t->SetBranchAddress("gen_dzmj1_0", &gen_dzmj1_0);
t->SetBranchAddress("gen_dzmj1_1", &gen_dzmj1_1);
t->SetBranchAddress("gen_mj1_0_pt", &gen_mj1_0_pt);
t->SetBranchAddress("gen_mj1_1_pt", &gen_mj1_1_pt);
t->SetBranchAddress("gen_mj1_0_eta", &gen_mj1_0_eta);
t->SetBranchAddress("gen_mj1_1_eta", &gen_mj1_1_eta);
t->SetBranchAddress("gen_mj1_0_phi", &gen_mj1_0_phi);
t->SetBranchAddress("gen_mj1_1_phi", &gen_mj1_1_phi);
t->SetBranchAddress("gen_dzmj2_0", &gen_dzmj2_0);
t->SetBranchAddress("gen_dzmj2_1", &gen_dzmj2_1);
t->SetBranchAddress("gen_mj2_0_pt", &gen_mj2_0_pt);
t->SetBranchAddress("gen_mj2_1_pt", &gen_mj2_1_pt);
t->SetBranchAddress("gen_mj2_0_eta", &gen_mj2_0_eta);
t->SetBranchAddress("gen_mj2_1_eta", &gen_mj2_1_eta);
t->SetBranchAddress("gen_mj2_0_phi", &gen_mj2_0_phi);
t->SetBranchAddress("gen_mj2_1_phi", &gen_mj2_1_phi);
t->SetBranchAddress("event",&ev);
t->SetBranchAddress("run",&run);
t->SetBranchAddress("lumi",&lumi);
t->SetBranchAddress("trigger",&trig);
t->SetBranchAddress("isVtx",&vtx);
t->SetBranchAddress("genmuons",&genm);
t->SetBranchAddress("ptgenMuons",&ptgenm);
t->SetBranchAddress("etagenMuons",&etagenm);
t->SetBranchAddress("recmuons",&recm);
t->SetBranchAddress("ptrecMuons",&ptrecm);
t->SetBranchAddress("etarecMuons",&etarecm);
t->SetBranchAddress("phirecMuons",&phirecm);
t->SetBranchAddress("recmujets",&mjets);
t->SetBranchAddress("mj1muons",&mj1mu);
t->SetBranchAddress("mj2muons",&mj2mu);
t->SetBranchAddress("ptmj1muons",&ptmumj1);
t->SetBranchAddress("ptmj2muons",&ptmumj2);
t->SetBranchAddress("etamj1muons",&etamumj1);
t->SetBranchAddress("etamj2muons",&etamumj2);
Float_t bin_edges[19]={0,2,4,6,8,10,12,14,16,18,20,22,24,26,28,30,32,34,36};
Float_t bin_center[18];
Float_t errbin_center[18];
Float_t erry[18];
Float_t bin_edges_lxy[19]={0,2,4,6,8,10,12,14,16,18,20,25,30,35,40,45,50,60,80};
Float_t bin_center_lxy[18];
Float_t errbin_center_lxy[18];
Float_t erry_lxy[18];
for(int k=0;k<18;k++){
bin_center[k] = bin_edges[k] + ( (bin_edges[k+1]-bin_edges[k])/2.0);
errbin_center[k] = ( (bin_edges[k+1]-bin_edges[k])/2.0);
erry[k] = 0.0;
bin_center_lxy[k] = bin_edges_lxy[k] + ( (bin_edges_lxy[k+1]-bin_edges_lxy[k])/2.0);
errbin_center_lxy[k] = ( (bin_edges_lxy[k+1]-bin_edges_lxy[k])/2.0);
erry_lxy[k] = 0.0;
}
//===============================================
Float_t count_barrel_muonPair_1_0[18]={0.0};
Float_t count_rec_barrel_muonPair_1_0[18]={0.0};
Float_t count_barrel_muonPair_1_1[18]={0.0};
Float_t count_rec_barrel_muonPair_1_1[18]={0.0};
Float_t count_endcap_muonPair_1_0[18]={0.0};
Float_t count_rec_endcap_muonPair_1_0[18]={0.0};
Float_t count_endcap_muonPair_1_1[18]={0.0};
Float_t count_rec_endcap_muonPair_1_1[18]={0.0};
Float_t count_barrel_muonPair_2_0[18]={0.0};
Float_t count_rec_barrel_muonPair_2_0[18]={0.0};
Float_t count_barrel_muonPair_2_1[18]={0.0};
Float_t count_rec_barrel_muonPair_2_1[18]={0.0};
Float_t count_endcap_muonPair_2_0[18]={0.0};
Float_t count_rec_endcap_muonPair_2_0[18]={0.0};
Float_t count_endcap_muonPair_2_1[18]={0.0};
Float_t count_rec_endcap_muonPair_2_1[18]={0.0};
Float_t count_lxy_barrel_muonPair_1_0[18]={0.0};
Float_t count_lxy_rec_barrel_muonPair_1_0[18]={0.0};
Float_t count_lxy_barrel_muonPair_1_1[18]={0.0};
Float_t count_lxy_rec_barrel_muonPair_1_1[18]={0.0};
Float_t count_lxy_endcap_muonPair_1_0[18]={0.0};
Float_t count_lxy_rec_endcap_muonPair_1_0[18]={0.0};
Float_t count_lxy_endcap_muonPair_1_1[18]={0.0};
Float_t count_lxy_rec_endcap_muonPair_1_1[18]={0.0};
Float_t count_lxy_barrel_muonPair_2_0[18]={0.0};
Float_t count_lxy_rec_barrel_muonPair_2_0[18]={0.0};
Float_t count_lxy_barrel_muonPair_2_1[18]={0.0};
Float_t count_lxy_rec_barrel_muonPair_2_1[18]={0.0};
Float_t count_lxy_endcap_muonPair_2_0[18]={0.0};
Float_t count_lxy_rec_endcap_muonPair_2_0[18]={0.0};
Float_t count_lxy_endcap_muonPair_2_1[18]={0.0};
Float_t count_lxy_rec_endcap_muonPair_2_1[18]={0.0};
Int_t nentries = t->GetEntries();
Int_t mcount[4]={0};
Int_t rmcount[4]={0};
bool verbose = false;
int entries = 0;
for(int k=0;k<nentries;k++){
t->GetEntry(k);
entries++;
if (entries % 500 == 0) std::cout << "entries: " << entries << ", " << (entries*1.0/80000.0)*100.0 << " % " << std::endl;
verbose = false;
Int_t hptm_count=0;
Int_t m_count=0;
for(int j=0;j<genm;j++){
if(ptgenm[j]>17.0 && fabs(etagenm[j])<0.9) hptm_count++;
if(ptgenm[j]>8.0 && fabs(etagenm[j])<2.4) m_count++;
if (verbose) std::cout << "ptgenm[j]: " << ptgenm[j] << ", fabs(etagenm[j]): " << fabs(etagenm[j]) << std::endl;
}
if(hptm_count>0){
mcount[0]++;
if(m_count>1) mcount[1]++;
if(m_count>2) mcount[2]++;
if(m_count>3) mcount[3]++;
}
if(hptm_count>0 && mcount>3){
bool lxy = true;
bool dz = false;
if (gen_mj1_0_pt > 8 && gen_mj1_1_pt > 8 && gen_mj2_1_pt > 8 && gen_mj2_1_pt > 8){
bool matchRec11 = false;
double dphi11 = 1000.0;
double deta11 = 1000.0;
double dR11 = 1000.0;
int match11 = 100;
bool matchRec12 = false;
double dphi12 = 1000.0;
double deta12 = 1000.0;
double dR12 = 1000.0;
int match12 = 100;
bool matchRec21 = false;
double dphi21 = 1000.0;
double deta21 = 1000.0;
double dR21 = 1000.0;
int match21 = 100;
bool matchRec22 = false;
double dphi22 = 1000.0;
double deta22 = 1000.0;
double dR22 = 1000.0;
int match22 = 100;
for(int j=0;j<recm;j++){
if(ptrecm[j]<8.0 || fabs(etarecm[j])>2.4) continue;
dphi11 = My_dPhi(phirecm[j], gen_mj1_0_phi);
dphi12 = My_dPhi(phirecm[j], gen_mj1_1_phi);
deta11 = (etarecm[j] - gen_mj1_0_eta);
deta12 = (etarecm[j] - gen_mj1_1_eta);
dR11 = sqrt(dphi11*dphi11+deta11*deta11);
dR12 = sqrt(dphi12*dphi12+deta12*deta12);
if(dR11<0.5){
matchRec11 = true;
match11 = j;
}
if(dR12<0.5){
matchRec12 = true;
match12 = j;
}
dphi21 = My_dPhi(phirecm[j], gen_mj2_0_phi);
dphi22 = My_dPhi(phirecm[j], gen_mj2_1_phi);
deta21 = (etarecm[j] - gen_mj2_0_eta);
deta22 = (etarecm[j] - gen_mj2_1_eta);
dR21 = sqrt(dphi21*dphi21+deta21*deta21);
dR22 = sqrt(dphi22*dphi22+deta22*deta22);
if(dR21<0.5){
matchRec21 = true;
match21 = j;
}
if(dR22<0.5){
matchRec22 = true;
match22 = j;
}
}
for(int m=0;m<18;m++){
if(fabs(lxy_ge_1_0)>bin_edges_lxy[m] && fabs(lxy_ge_1_0)<bin_edges_lxy[m+1]){
if (fabs(gen_mj1_0_eta) < 0.8){
count_lxy_barrel_muonPair_1_0[m]++;
}
if (fabs(gen_mj1_0_eta) > 0.8) count_lxy_endcap_muonPair_1_0[m]++;
if (matchRec11){
if (fabs(gen_mj1_0_eta) < 0.8){
count_lxy_rec_barrel_muonPair_1_0[m]++;
}
if (fabs(gen_mj1_0_eta) > 0.8) count_lxy_rec_endcap_muonPair_1_0[m]++;
if (verbose) std::cout << "event: " << ev << " gen1 pt: " << gen_mj1_0_pt << ", gen1 eta: " << gen_mj1_0_eta << ", rec match pt: " << ptrecm[match11] << ", rec match eta " << etarecm[match11] << ", lxy: " << lxy_ge_1_0 << std::endl;
}
}
if(fabs(lxy_ge_1_1)>bin_edges_lxy[m] && fabs(lxy_ge_1_1)<bin_edges_lxy[m+1]){
if (fabs(gen_mj1_1_eta) < 0.8) count_lxy_barrel_muonPair_1_1[m]++;
if (fabs(gen_mj1_1_eta) > 0.8) count_lxy_endcap_muonPair_1_1[m]++;
if (matchRec12){
if (fabs(gen_mj1_1_eta) < 0.8) count_lxy_rec_barrel_muonPair_1_1[m]++;
if (fabs(gen_mj1_1_eta) > 0.8) count_lxy_rec_endcap_muonPair_1_1[m]++;
if (verbose) std::cout << "event: " << ev << " gen1 pt: " << gen_mj1_1_pt << ", gen1 eta: " << gen_mj1_1_eta << ", rec match pt: " << ptrecm[match12] << ", rec match eta " << etarecm[match12] << ", lxy: " << lxy_ge_1_1 << std::endl;
}
}
if(fabs(lxy_ge_2_0)>bin_edges_lxy[m] && fabs(lxy_ge_2_0)<bin_edges_lxy[m+1]){
if (fabs(gen_mj2_0_eta) < 0.8){
count_lxy_barrel_muonPair_2_0[m]++;
}
if (fabs(gen_mj2_0_eta) > 0.8) count_lxy_endcap_muonPair_2_0[m]++;
if (matchRec21){
if (fabs(gen_mj2_0_eta) < 0.8){
count_lxy_rec_barrel_muonPair_2_0[m]++;
}
if (fabs(gen_mj2_0_eta) > 0.8) count_lxy_rec_endcap_muonPair_2_0[m]++;
if (verbose) std::cout << "event: " << ev << " gen1 pt: " << gen_mj2_0_pt << ", gen1 eta: " << gen_mj2_0_eta << ", rec match pt: " << ptrecm[match21] << ", rec match eta " << etarecm[match21] << ", lxy: " << lxy_ge_2_0 << std::endl;
}
}
if(fabs(lxy_ge_2_1)>bin_edges_lxy[m] && fabs(lxy_ge_2_1)<bin_edges_lxy[m+1]){
if (fabs(gen_mj2_1_eta) < 0.8){
count_lxy_barrel_muonPair_2_1[m]++;
}
if (fabs(gen_mj2_1_eta) > 0.8) count_lxy_endcap_muonPair_2_1[m]++;
if (matchRec22){
if (fabs(gen_mj2_1_eta) < 0.8){
count_lxy_rec_barrel_muonPair_2_1[m]++;
}
if (fabs(gen_mj2_1_eta) > 0.8) count_lxy_rec_endcap_muonPair_2_1[m]++;
if (verbose) std::cout << "event: " << ev << " gen1 pt: " << gen_mj2_1_pt << ", gen1 eta: " << gen_mj2_1_eta << ", rec match pt: " << ptrecm[match22] << ", rec match eta " << etarecm[match22] << ", lxy: " << lxy_ge_2_1 << std::endl;
}
}
}
}
}
}
std::cout << "entries: " << entries << std::endl;
std::cout << "Entries loop finished" << std::endl;
Float_t rval_barrel_lxy_muonPair_1_0[30]={0.0};
Float_t rval_endcap_lxy_muonPair_1_0[30]={0.0};
Float_t rval_barrel_lxy_muonPair_1_1[30]={0.0};
Float_t rval_endcap_lxy_muonPair_1_1[30]={0.0};
Float_t erval_barrel_lxy_muonPair_1_0[30]={0.0};
Float_t erval_endcap_lxy_muonPair_1_0[30]={0.0};
Float_t erval_barrel_lxy_muonPair_1_1[30]={0.0};
Float_t erval_endcap_lxy_muonPair_1_1[30]={0.0};
Float_t rval_barrel_lxy_muonPair_2_0[30]={0.0};
Float_t rval_endcap_lxy_muonPair_2_0[30]={0.0};
Float_t rval_barrel_lxy_muonPair_2_1[30]={0.0};
Float_t rval_endcap_lxy_muonPair_2_1[30]={0.0};
Float_t erval_barrel_lxy_muonPair_2_0[30]={0.0};
Float_t erval_endcap_lxy_muonPair_2_0[30]={0.0};
Float_t erval_barrel_lxy_muonPair_2_1[30]={0.0};
Float_t erval_endcap_lxy_muonPair_2_1[30]={0.0};
std::cout << "Starting fill" << std::endl;
for(int k=0;k<18;k++) {
if(count_lxy_barrel_muonPair_1_0[k]!=0) rval_barrel_lxy_muonPair_1_0[k] = count_lxy_rec_barrel_muonPair_1_0[k]/count_lxy_barrel_muonPair_1_0[k];
if(count_lxy_endcap_muonPair_1_0[k]!=0) rval_endcap_lxy_muonPair_1_0[k] = count_lxy_rec_endcap_muonPair_1_0[k]/count_lxy_endcap_muonPair_1_0[k];
if(count_lxy_barrel_muonPair_1_1[k]!=0) rval_barrel_lxy_muonPair_1_1[k] = count_lxy_rec_barrel_muonPair_1_1[k]/count_lxy_barrel_muonPair_1_1[k];
if(count_lxy_endcap_muonPair_1_1[k]!=0) rval_endcap_lxy_muonPair_1_1[k] = count_lxy_rec_endcap_muonPair_1_1[k]/count_lxy_endcap_muonPair_1_1[k];
if(count_lxy_barrel_muonPair_1_0[k]!=0 ) erval_barrel_lxy_muonPair_1_0[k] = sqrt( (rval_barrel_lxy_muonPair_1_0[k]*(1-rval_barrel_lxy_muonPair_1_0[k]))/count_lxy_barrel_muonPair_1_0[k]);
if(count_lxy_endcap_muonPair_1_0[k]!=0) erval_endcap_lxy_muonPair_1_0[k] = sqrt( (rval_endcap_lxy_muonPair_1_0[k]*(1-rval_endcap_lxy_muonPair_1_0[k]))/count_lxy_endcap_muonPair_1_0[k]);
if(count_lxy_barrel_muonPair_1_1[k]!=0 ) erval_barrel_lxy_muonPair_1_1[k] = sqrt( (rval_barrel_lxy_muonPair_1_1[k]*(1-rval_barrel_lxy_muonPair_1_1[k]))/count_lxy_barrel_muonPair_1_1[k]);
if(count_lxy_endcap_muonPair_1_1[k]!=0) erval_endcap_lxy_muonPair_1_1[k] = sqrt( (rval_endcap_lxy_muonPair_1_1[k]*(1-rval_endcap_lxy_muonPair_1_1[k]))/count_lxy_endcap_muonPair_1_1[k]);
if(count_lxy_barrel_muonPair_2_0[k]!=0) rval_barrel_lxy_muonPair_2_0[k] = count_lxy_rec_barrel_muonPair_2_0[k]/count_lxy_barrel_muonPair_2_0[k];
if(count_lxy_endcap_muonPair_2_0[k]!=0) rval_endcap_lxy_muonPair_2_0[k] = count_lxy_rec_endcap_muonPair_2_0[k]/count_lxy_endcap_muonPair_2_0[k];
if(count_lxy_barrel_muonPair_2_1[k]!=0) rval_barrel_lxy_muonPair_2_1[k] = count_lxy_rec_barrel_muonPair_2_1[k]/count_lxy_barrel_muonPair_2_1[k];
if(count_lxy_endcap_muonPair_2_1[k]!=0) rval_endcap_lxy_muonPair_2_1[k] = count_lxy_rec_endcap_muonPair_2_1[k]/count_lxy_endcap_muonPair_2_1[k];
if(count_lxy_barrel_muonPair_2_0[k]!=0 ) erval_barrel_lxy_muonPair_2_0[k] = sqrt( (rval_barrel_lxy_muonPair_2_0[k]*(1-rval_barrel_lxy_muonPair_2_0[k]))/count_lxy_barrel_muonPair_2_0[k]);
if(count_lxy_endcap_muonPair_2_0[k]!=0) erval_endcap_lxy_muonPair_2_0[k] = sqrt( (rval_endcap_lxy_muonPair_2_0[k]*(1-rval_endcap_lxy_muonPair_2_0[k]))/count_lxy_endcap_muonPair_2_0[k]);
if(count_lxy_barrel_muonPair_2_1[k]!=0 ) erval_barrel_lxy_muonPair_2_1[k] = sqrt( (rval_barrel_lxy_muonPair_2_1[k]*(1-rval_barrel_lxy_muonPair_2_1[k]))/count_lxy_barrel_muonPair_2_1[k]);
if(count_lxy_endcap_muonPair_2_1[k]!=0) erval_endcap_lxy_muonPair_2_1[k] = sqrt( (rval_endcap_lxy_muonPair_2_1[k]*(1-rval_endcap_lxy_muonPair_2_1[k]))/count_lxy_endcap_muonPair_2_1[k]);
}
std::cout << "Starting TGraphs:" << std::endl;
TGraphErrors *gr_r_barrel_lxy_muonPair_1_0 = new TGraphErrors(18,bin_center_lxy,rval_barrel_lxy_muonPair_1_0,errbin_center_lxy,erval_barrel_lxy_muonPair_1_0);
TGraphErrors *gr_r_endcap_lxy_muonPair_1_0 = new TGraphErrors(18,bin_center_lxy,rval_endcap_lxy_muonPair_1_0,errbin_center_lxy,erval_endcap_lxy_muonPair_1_0);
TGraphErrors *gr_r_barrel_lxy_muonPair_1_1 = new TGraphErrors(18,bin_center_lxy,rval_barrel_lxy_muonPair_1_1,errbin_center_lxy,erval_barrel_lxy_muonPair_1_1);
TGraphErrors *gr_r_endcap_lxy_muonPair_1_1 = new TGraphErrors(18,bin_center_lxy,rval_endcap_lxy_muonPair_1_1,errbin_center_lxy,erval_endcap_lxy_muonPair_1_1);
TGraphErrors *gr_r_barrel_lxy_muonPair_2_0 = new TGraphErrors(18,bin_center_lxy,rval_barrel_lxy_muonPair_2_0,errbin_center_lxy,erval_barrel_lxy_muonPair_2_0);
TGraphErrors *gr_r_endcap_lxy_muonPair_2_0 = new TGraphErrors(18,bin_center_lxy,rval_endcap_lxy_muonPair_2_0,errbin_center_lxy,erval_endcap_lxy_muonPair_2_0);
TGraphErrors *gr_r_barrel_lxy_muonPair_2_1 = new TGraphErrors(18,bin_center_lxy,rval_barrel_lxy_muonPair_2_1,errbin_center_lxy,erval_barrel_lxy_muonPair_2_1);
TGraphErrors *gr_r_endcap_lxy_muonPair_2_1 = new TGraphErrors(18,bin_center_lxy,rval_endcap_lxy_muonPair_2_1,errbin_center_lxy,erval_endcap_lxy_muonPair_2_1);
TCanvas *c = new TCanvas("c","c");
TLegend *leg3 = new TLegend(0.7,0.65,0.825,0.85);
gr_r_barrel_lxy_muonPair_2_0->GetXaxis()->SetTitle("Lxy [cm]");
gr_r_barrel_lxy_muonPair_2_0->GetYaxis()->SetTitle("efficiency");
gr_r_barrel_lxy_muonPair_2_0->SetTitle("");
gr_r_barrel_lxy_muonPair_2_0->SetLineColor(kRed);
gr_r_barrel_lxy_muonPair_2_0->SetMarkerColor(kRed);
gr_r_barrel_lxy_muonPair_2_0->Draw("APL");
gr_r_barrel_lxy_muonPair_2_0->GetYaxis()->SetRangeUser(0.0,1.0);
gr_r_barrel_lxy_muonPair_2_1->GetYaxis()->SetRangeUser(0.0,1.0);
// gr_r_barrel_lxy_muonPair_2_0->GetXaxis()->SetRangeUser(0.0,30.0);
// gr_r_barrel_lxy_muonPair_2_0->GetXaxis()->SetRangeUser(0.0,30.0);
gr_r_endcap_lxy_muonPair_2_0->SetLineColor(kRed);
gr_r_endcap_lxy_muonPair_2_0->SetMarkerColor(kRed);
gr_r_endcap_lxy_muonPair_2_0->SetLineStyle(2);
gr_r_endcap_lxy_muonPair_2_0->Draw("PLsame");
gr_r_barrel_lxy_muonPair_2_1->SetLineColor(kBlack);
gr_r_barrel_lxy_muonPair_2_1->SetMarkerColor(kBlack);
gr_r_endcap_lxy_muonPair_2_1->SetLineColor(kBlack);
gr_r_endcap_lxy_muonPair_2_1->SetMarkerColor(kBlack);
gr_r_endcap_lxy_muonPair_2_1->SetLineStyle(2);
gr_r_endcap_lxy_muonPair_2_1->Draw("PLsame");
gr_r_barrel_lxy_muonPair_2_1->Draw("PLsame");
TLine pix1(4.4, 1e-8, 4.4,1.0);
pix1.SetLineStyle(2); pix1.SetLineWidth(1); pix1.SetLineColor(kBlue);
pix1.Draw("same");
TLine pix2(7.3, 1e-8, 7.3,1.0);
pix2.SetLineStyle(2); pix2.SetLineWidth(1); pix2.SetLineColor(kBlue);
pix2.Draw("same");
TLine pix3(10.2, 1e-8, 10.2,1.0);
pix3.SetLineStyle(2); pix3.SetLineWidth(1); pix3.SetLineColor(kBlue);
pix3.Draw("same");
TLine trk1(22,1e-8,22,1.0);
trk1.SetLineStyle(2); trk1.SetLineWidth(1); trk1.SetLineColor(kGreen);
trk1.Draw("same");
TLine trk2(60, 1e-8, 60,1.0);
trk2.SetLineStyle(2); trk2.SetLineWidth(1); trk2.SetLineColor(kGreen);
trk2.Draw("same");
leg3->SetBorderSize(0);
leg3->SetFillColor(0);
leg3->SetTextSize(0.036);
leg3->AddEntry(gr_r_barrel_lxy_muonPair_2_0,"|#eta_{#gamma D}|<0.8 A1 #mu_{0}","PL");
leg3->AddEntry(gr_r_endcap_lxy_muonPair_2_0,"|#eta_{#gamma D}|>0.8 A1 #mu_{0}","PL");
leg3->AddEntry(gr_r_barrel_lxy_muonPair_2_1,"|#eta_{#gamma D}|<0.8 A1 #mu_{1}","PL");
leg3->AddEntry(gr_r_endcap_lxy_muonPair_2_1,"|#eta_{#gamma D}|>0.8 A1 #mu_{1}","PL");
leg3->Draw("same");
c->SaveAs(fname+"_eff_eta_lxy_1D_A1.pdf","recreate");
c->Clear();
TLegend *leg4 = new TLegend(0.7,0.65,0.825,0.85);
gr_r_barrel_lxy_muonPair_1_0->GetXaxis()->SetTitle("Lxy [cm]");
gr_r_barrel_lxy_muonPair_1_0->GetYaxis()->SetTitle("efficiency");
gr_r_barrel_lxy_muonPair_1_0->SetTitle("");
gr_r_barrel_lxy_muonPair_1_0->SetLineColor(kRed);
gr_r_barrel_lxy_muonPair_1_0->SetMarkerColor(kRed);
gr_r_barrel_lxy_muonPair_1_0->Draw("APL");
gr_r_barrel_lxy_muonPair_1_0->GetYaxis()->SetRangeUser(0.0,1.0);
gr_r_barrel_lxy_muonPair_1_1->GetYaxis()->SetRangeUser(0.0,1.0);
// gr_r_barrel_lxy_muonPair_1_0->GetXaxis()->SetRangeUser(0.0,30.0);
// gr_r_barrel_lxy_muonPair_1_0->GetXaxis()->SetRangeUser(0.0,30.0);
gr_r_endcap_lxy_muonPair_1_0->SetLineColor(kRed);
gr_r_endcap_lxy_muonPair_1_0->SetMarkerColor(kRed);
gr_r_endcap_lxy_muonPair_1_0->SetLineStyle(2);
gr_r_endcap_lxy_muonPair_1_0->Draw("PLsame");
gr_r_barrel_lxy_muonPair_1_1->SetLineColor(kBlack);
gr_r_barrel_lxy_muonPair_1_1->SetMarkerColor(kBlack);
gr_r_endcap_lxy_muonPair_1_1->SetLineColor(kBlack);
gr_r_endcap_lxy_muonPair_1_1->SetMarkerColor(kBlack);
gr_r_endcap_lxy_muonPair_1_1->SetLineStyle(2);
gr_r_endcap_lxy_muonPair_1_1->Draw("PLsame");
gr_r_barrel_lxy_muonPair_1_1->Draw("PLsame");
pix1.Draw("same");
pix2.Draw("same");
pix3.Draw("same");
trk1.Draw("same");
trk2.Draw("same");
leg4->SetBorderSize(0);
leg4->SetFillColor(0);
leg4->SetTextSize(0.036);
leg4->AddEntry(gr_r_barrel_lxy_muonPair_1_0,"|#eta_{#gamma D}|<0.8 A0 #mu_{0}","PL");
leg4->AddEntry(gr_r_endcap_lxy_muonPair_1_0,"|#eta_{#gamma D}|>0.8 A0 #mu_{0}","PL");
leg4->AddEntry(gr_r_barrel_lxy_muonPair_1_1,"|#eta_{#gamma D}|<0.8 A0 #mu_{1}","PL");
leg4->AddEntry(gr_r_endcap_lxy_muonPair_1_1,"|#eta_{#gamma D}|>0.8 A0 #mu_{1}","PL");
leg4->Draw("same");
c->SaveAs(fname+"_eff_eta_lxy_1D_A0.pdf","recreate");
c->Clear();
}
void drawMassFrom2DPlot(RooWorkspace& myws, // Local workspace
string outputDir, // Output directory
struct InputOpt opt, // Variable with run information (kept for legacy purpose)
struct KinCuts cut, // Variable with current kinematic cuts
map<string, string> parIni, // Variable containing all initial parameters
string plotLabel, // The label used to define the output file name
// Select the type of datasets to fit
string DSTAG, // Specifies the type of datasets: i.e, DATA, MCJPSINP, ...
bool isPbPb, // Define if it is PbPb (True) or PP (False)
// Select the type of object to fit
bool incJpsi, // Includes Jpsi model
bool incPsi2S, // Includes Psi(2S) model
bool incBkg, // Includes Background model
// Select the fitting options
// Select the drawing options
bool setLogScale, // Draw plot with log scale
bool incSS, // Include Same Sign data
double binWidth, // Bin width
bool paperStyle=false // if true, print less info
)
{
RooMsgService::instance().getStream(0).removeTopic(Caching);
RooMsgService::instance().getStream(1).removeTopic(Caching);
RooMsgService::instance().getStream(0).removeTopic(Plotting);
RooMsgService::instance().getStream(1).removeTopic(Plotting);
RooMsgService::instance().getStream(0).removeTopic(Integration);
RooMsgService::instance().getStream(1).removeTopic(Integration);
RooMsgService::instance().setGlobalKillBelow(RooFit::WARNING) ;
if (DSTAG.find("_")!=std::string::npos) DSTAG.erase(DSTAG.find("_"));
int nBins = min(int( round((cut.dMuon.M.Max - cut.dMuon.M.Min)/binWidth) ), 1000);
string pdfTotName = Form("pdfCTAUMASS_Tot_%s", (isPbPb?"PbPb":"PP"));
string pdfJpsiPRName = Form("pdfCTAUMASS_JpsiPR_%s", (isPbPb?"PbPb":"PP"));
string pdfJpsiNoPRName = Form("pdfCTAUMASS_JpsiNoPR_%s", (isPbPb?"PbPb":"PP"));
string pdfPsi2SPRName = Form("pdfCTAUMASS_Psi2SPR_%s", (isPbPb?"PbPb":"PP"));
string pdfPsi2SNoPRName = Form("pdfCTAUMASS_Psi2SNoPR_%s", (isPbPb?"PbPb":"PP"));
string dsOSName = Form("dOS_%s_%s", DSTAG.c_str(), (isPbPb?"PbPb":"PP"));
string dsOSNameCut = dsOSName+"_CTAUCUT";
string dsSSName = Form("dSS_%s_%s", DSTAG.c_str(), (isPbPb?"PbPb":"PP"));
bool isWeighted = myws.data(dsOSName.c_str())->isWeighted();
bool isMC = (DSTAG.find("MC")!=std::string::npos);
double normDSTot = 1.0; if (myws.data(dsOSNameCut.c_str())) { normDSTot = myws.data(dsOSName.c_str())->sumEntries()/myws.data(dsOSNameCut.c_str())->sumEntries(); }
// Create the main plot of the fit
RooPlot* frame = myws.var("invMass")->frame(Bins(nBins), Range(cut.dMuon.M.Min, cut.dMuon.M.Max));
myws.data(dsOSName.c_str())->plotOn(frame, Name("dOS"), DataError(RooAbsData::SumW2), XErrorSize(0), MarkerColor(kBlack), LineColor(kBlack), MarkerSize(1.2));
if (paperStyle) TGaxis::SetMaxDigits(3); // to display powers of 10
myws.pdf(pdfTotName.c_str())->plotOn(frame,Name("BKG"),Components(RooArgSet(*myws.pdf(Form("pdfMASS_Bkg_%s", (isPbPb?"PbPb":"PP"))))),
FillStyle(paperStyle ? 0 : 1001), FillColor(kAzure-9), VLines(), DrawOption("LCF"), LineColor(kBlue), LineStyle(kDashed)
);
if (!paperStyle) {
if (incJpsi) {
if ( myws.pdf(Form("pdfCTAUMASS_JpsiPR_%s", (isPbPb?"PbPb":"PP"))) ) {
myws.pdf(pdfTotName.c_str())->plotOn(frame,Name("JPSIPR"),Components(RooArgSet(*myws.pdf(Form("pdfCTAUMASS_JpsiPR_%s", (isPbPb?"PbPb":"PP"))), *myws.pdf(Form("pdfCTAUMASS_Bkg_%s", (isPbPb?"PbPb":"PP"))))),
ProjWData(RooArgSet(*myws.var("ctauErr")), *myws.data(dsOSName.c_str()), kTRUE),
Normalization(normDSTot, RooAbsReal::NumEvent),
LineColor(kRed+3), LineStyle(1), Precision(1e-4), NumCPU(32)
);
}
if ( myws.pdf(Form("pdfCTAUMASS_JpsiNoPR_%s", (isPbPb?"PbPb":"PP"))) ) {
myws.pdf(pdfTotName.c_str())->plotOn(frame,Name("JPSINOPR"),Components(RooArgSet(*myws.pdf(Form("pdfCTAUMASS_JpsiNoPR_%s", (isPbPb?"PbPb":"PP"))), *myws.pdf(Form("pdfCTAUMASS_Bkg_%s", (isPbPb?"PbPb":"PP"))))),
ProjWData(RooArgSet(*myws.var("ctauErr")), *myws.data(dsOSName.c_str()), kTRUE),
Normalization(normDSTot, RooAbsReal::NumEvent),
LineColor(kGreen+3), LineStyle(1), Precision(1e-4), NumCPU(32)
);
}
}
if (incPsi2S) {
if ( myws.pdf(Form("pdfCTAUMASS_Psi2SPR_%s", (isPbPb?"PbPb":"PP"))) ) {
myws.pdf(pdfTotName.c_str())->plotOn(frame,Name("PSI2SPR"),Components(RooArgSet(*myws.pdf(Form("pdfCTAUMASS_Psi2SPR_%s", (isPbPb?"PbPb":"PP"))))),
ProjWData(RooArgSet(*myws.var("ctauErr")), *myws.data(dsOSName.c_str()), kTRUE),
Normalization(normDSTot, RooAbsReal::NumEvent),
LineColor(kRed+3), LineStyle(1), Precision(1e-4), NumCPU(32)
);
}
if ( myws.pdf(Form("pdfCTAUMASS_Psi2SNoPR_%s", (isPbPb?"PbPb":"PP"))) ) {
myws.pdf(pdfTotName.c_str())->plotOn(frame,Name("PSI2SNOPR"),Components(RooArgSet(*myws.pdf(Form("pdfCTAUMASS_Psi2SNoPR_%s", (isPbPb?"PbPb":"PP"))))),
ProjWData(RooArgSet(*myws.var("ctauErr")), *myws.data(dsOSName.c_str()), kTRUE),
Normalization(normDSTot, RooAbsReal::NumEvent),
LineColor(kGreen+3), LineStyle(1), Precision(1e-4), NumCPU(32)
);
}
}
}
if (incSS) {
myws.data(dsSSName.c_str())->plotOn(frame, Name("dSS"), MarkerColor(kRed), LineColor(kRed), MarkerSize(1.2));
}
myws.data(dsOSName.c_str())->plotOn(frame, Name("dOS"), DataError(RooAbsData::SumW2), XErrorSize(0), MarkerColor(kBlack), LineColor(kBlack), MarkerSize(1.2));
myws.pdf(pdfTotName.c_str())->plotOn(frame,Name("PDF"),
ProjWData(RooArgSet(*myws.var("ctauErr")), *myws.data(dsOSName.c_str()), kTRUE),
Normalization(normDSTot, RooAbsReal::NumEvent),
LineColor(kBlack), NumCPU(32)
);
// Create the pull distribution of the fit
RooPlot* frameTMP = (RooPlot*)frame->Clone("TMP");
int nBinsTMP = nBins;
RooHist *hpull = frameTMP->pullHist(0, 0, true);
hpull->SetName("hpull");
RooPlot* frame2 = myws.var("invMass")->frame(Title("Pull Distribution"), Bins(nBins), Range(cut.dMuon.M.Min, cut.dMuon.M.Max));
frame2->addPlotable(hpull, "PX");
// set the CMS style
setTDRStyle();
// Create the main canvas
TCanvas *cFig = new TCanvas(Form("cMassFig_%s", (isPbPb?"PbPb":"PP")), "cMassFig",800,800);
TPad *pad1 = new TPad(Form("pad1_%s", (isPbPb?"PbPb":"PP")),"",0,paperStyle ? 0 : 0.23,1,1);
TPad *pad2 = new TPad(Form("pad2_%s", (isPbPb?"PbPb":"PP")),"",0,0,1,.228);
TLine *pline = new TLine(cut.dMuon.M.Min, 0.0, cut.dMuon.M.Max, 0.0);
// TPad *pad4 = new TPad("pad4","This is pad4",0.55,0.46,0.97,0.87);
TPad *pad4 = new TPad("pad4","This is pad4",0.55,paperStyle ? 0.29 : 0.36,0.97,paperStyle ? 0.70 : 0.77);
pad4->SetFillStyle(0);
pad4->SetLeftMargin(0.28);
pad4->SetRightMargin(0.10);
pad4->SetBottomMargin(0.21);
pad4->SetTopMargin(0.072);
frame->SetTitle("");
frame->GetXaxis()->CenterTitle(kTRUE);
if (!paperStyle) {
frame->GetXaxis()->SetTitle("");
frame->GetXaxis()->SetTitleSize(0.045);
frame->GetXaxis()->SetTitleFont(42);
frame->GetXaxis()->SetTitleOffset(3);
frame->GetXaxis()->SetLabelOffset(3);
frame->GetYaxis()->SetLabelSize(0.04);
frame->GetYaxis()->SetTitleSize(0.04);
frame->GetYaxis()->SetTitleOffset(1.7);
frame->GetYaxis()->SetTitleFont(42);
} else {
frame->GetXaxis()->SetTitle("m_{#mu^{+}#mu^{-}} (GeV/c^{2})");
frame->GetXaxis()->SetTitleOffset(1.1);
frame->GetYaxis()->SetTitleOffset(1.45);
frame->GetXaxis()->SetTitleSize(0.05);
frame->GetYaxis()->SetTitleSize(0.05);
}
setMassFrom2DRange(myws, frame, dsOSName, setLogScale);
if (paperStyle) {
double Ydown = 0.;//frame->GetMinimum();
double Yup = 0.9*frame->GetMaximum();
frame->GetYaxis()->SetRangeUser(Ydown,Yup);
}
cFig->cd();
pad2->SetTopMargin(0.02);
pad2->SetBottomMargin(0.4);
pad2->SetFillStyle(4000);
pad2->SetFrameFillStyle(4000);
if (!paperStyle) pad1->SetBottomMargin(0.015);
//plot fit
pad1->Draw();
pad1->cd();
frame->Draw();
printMassFrom2DParameters(myws, pad1, isPbPb, pdfTotName, isWeighted);
pad1->SetLogy(setLogScale);
// Drawing the text in the plot
TLatex *t = new TLatex(); t->SetNDC(); t->SetTextSize(0.032);
float dy = 0;
t->SetTextSize(0.03);
if (!paperStyle) { // do not print selection details for paper style
t->DrawLatex(0.20, 0.86-dy, "2015 HI Soft Muon ID"); dy+=0.045;
if (isPbPb) {
t->DrawLatex(0.20, 0.86-dy, "HLT_HIL1DoubleMu0_v1"); dy+=2.0*0.045;
} else {
t->DrawLatex(0.20, 0.86-dy, "HLT_HIL1DoubleMu0_v1"); dy+=2.0*0.045;
}
}
if (cut.dMuon.AbsRap.Min>0.1) {t->DrawLatex(0.5175, 0.86-dy, Form("%.1f < |y^{#mu#mu}| < %.1f",cut.dMuon.AbsRap.Min,cut.dMuon.AbsRap.Max)); dy+=0.045;}
else {t->DrawLatex(0.5175, 0.86-dy, Form("|y^{#mu#mu}| < %.1f",cut.dMuon.AbsRap.Max)); dy+=0.045;}
t->DrawLatex(0.5175, 0.86-dy, Form("%g < p_{T}^{#mu#mu} < %g GeV/c",cut.dMuon.Pt.Min,cut.dMuon.Pt.Max)); dy+=0.045;
if (isPbPb) {t->DrawLatex(0.5175, 0.86-dy, Form("Cent. %d-%d%%", (int)(cut.Centrality.Start/2), (int)(cut.Centrality.End/2))); dy+=0.045;}
// Drawing the Legend
double ymin = 0.7602;
if (incPsi2S && incJpsi && incSS) { ymin = 0.7202; }
if (incPsi2S && incJpsi && !incSS) { ymin = 0.7452; }
if (paperStyle) { ymin = 0.72; }
TLegend* leg = new TLegend(0.5175, ymin, 0.7180, 0.8809); leg->SetTextSize(0.03);
if (frame->findObject("dOS")) { leg->AddEntry(frame->findObject("dOS"), (incSS?"Opposite Charge":"Data"),"pe"); }
if (incSS) { leg->AddEntry(frame->findObject("dSS"),"Same Charge","pe"); }
if (frame->findObject("PDF")) { leg->AddEntry(frame->findObject("PDF"),"Total fit","l"); }
if (frame->findObject("JPSIPR")) { leg->AddEntry(frame->findObject("JPSIPR"),"Prompt J/#psi","l"); }
if (frame->findObject("JPSINOPR")) { leg->AddEntry(frame->findObject("JPSINOPR"),"Non-Prompt J/#psi","l"); }
if (incBkg && frame->findObject("BKG")) { leg->AddEntry(frame->findObject("BKG"),"Background",paperStyle ? "l" : "fl"); }
leg->Draw("same");
//Drawing the title
TString label;
if (isPbPb) {
if (opt.PbPb.RunNb.Start==opt.PbPb.RunNb.End){
label = Form("PbPb Run %d", opt.PbPb.RunNb.Start);
} else {
label = Form("%s [%s %d-%d]", "PbPb", "HIOniaL1DoubleMu0", opt.PbPb.RunNb.Start, opt.PbPb.RunNb.End);
}
} else {
if (opt.pp.RunNb.Start==opt.pp.RunNb.End){
label = Form("PP Run %d", opt.pp.RunNb.Start);
} else {
label = Form("%s [%s %d-%d]", "PP", "DoubleMu0", opt.pp.RunNb.Start, opt.pp.RunNb.End);
}
}
// CMS_lumi(pad1, isPbPb ? 105 : 104, 33, label);
CMS_lumi(pad1, isPbPb ? 108 : 107, 33, "");
if (!paperStyle) gStyle->SetTitleFontSize(0.05);
pad1->Update();
cFig->cd();
if (!paperStyle) {
//---plot pull
pad2->Draw();
pad2->cd();
frame2->SetTitle("");
frame2->GetYaxis()->CenterTitle(kTRUE);
frame2->GetYaxis()->SetTitleOffset(0.4);
frame2->GetYaxis()->SetTitleSize(0.1);
frame2->GetYaxis()->SetLabelSize(0.1);
frame2->GetYaxis()->SetTitle("Pull");
frame2->GetXaxis()->CenterTitle(kTRUE);
frame2->GetXaxis()->SetTitleOffset(1);
frame2->GetXaxis()->SetTitleSize(0.12);
frame2->GetXaxis()->SetLabelSize(0.1);
frame2->GetXaxis()->SetTitle("m_{#mu^{+}#mu^{-}} (GeV/c^{2})");
frame2->GetYaxis()->SetRangeUser(-7.0, 7.0);
frame2->Draw();
// *** Print chi2/ndof
printChi2(myws, pad2, frameTMP, "invMass", dsOSName.c_str(), pdfTotName.c_str(), nBinsTMP, false);
pline->Draw("same");
pad2->Update();
}
// Save the plot in different formats
gSystem->mkdir(Form("%sctauMass/%s/plot/root/", outputDir.c_str(), DSTAG.c_str()), kTRUE);
cFig->SaveAs(Form("%sctauMass/%s/plot/root/PLOT_%s_%s_%s%s_pt%.0f%.0f_rap%.0f%.0f_cent%d%d.root", outputDir.c_str(), DSTAG.c_str(), "MASS", DSTAG.c_str(), (isPbPb?"PbPb":"PP"), plotLabel.c_str(), (cut.dMuon.Pt.Min*10.0), (cut.dMuon.Pt.Max*10.0), (cut.dMuon.AbsRap.Min*10.0), (cut.dMuon.AbsRap.Max*10.0), cut.Centrality.Start, cut.Centrality.End));
gSystem->mkdir(Form("%sctauMass/%s/plot/png/", outputDir.c_str(), DSTAG.c_str()), kTRUE);
cFig->SaveAs(Form("%sctauMass/%s/plot/png/PLOT_%s_%s_%s%s_pt%.0f%.0f_rap%.0f%.0f_cent%d%d.png", outputDir.c_str(), DSTAG.c_str(), "MASS", DSTAG.c_str(), (isPbPb?"PbPb":"PP"), plotLabel.c_str(), (cut.dMuon.Pt.Min*10.0), (cut.dMuon.Pt.Max*10.0), (cut.dMuon.AbsRap.Min*10.0), (cut.dMuon.AbsRap.Max*10.0), cut.Centrality.Start, cut.Centrality.End));
gSystem->mkdir(Form("%sctauMass/%s/plot/pdf/", outputDir.c_str(), DSTAG.c_str()), kTRUE);
cFig->SaveAs(Form("%sctauMass/%s/plot/pdf/PLOT_%s_%s_%s%s_pt%.0f%.0f_rap%.0f%.0f_cent%d%d.pdf", outputDir.c_str(), DSTAG.c_str(), "MASS", DSTAG.c_str(), (isPbPb?"PbPb":"PP"), plotLabel.c_str(), (cut.dMuon.Pt.Min*10.0), (cut.dMuon.Pt.Max*10.0), (cut.dMuon.AbsRap.Min*10.0), (cut.dMuon.AbsRap.Max*10.0), cut.Centrality.Start, cut.Centrality.End));
cFig->Clear();
cFig->Close();
};
void plotDavid(TH1F* bkgT, TH1F* sigT, TH1F* dataT, std::string name){
gROOT->SetBatch();
system("mkdir -p plots/ada/david");
system("mkdir -p plots/grad/david");
system("mkdir -p plots/ada/diff");
system("mkdir -p plots/grad/diff");
std::string bdt;
TString str = dataT->GetName();
if (str.Contains("ada")) bdt="ada";
else if (str.Contains("grad")) bdt="grad";
else std::cout << "Error find BDT type" << std::endl;
assert (str.Contains("ada") || str.Contains("grad"));
if (bkgT->GetNbinsX() != sigT->GetNbinsX() || sigT->GetNbinsX() != dataT->GetNbinsX()) std::cout << "Plot problem: calling plot for histograms with different number of bins" << std::endl;
assert(bkgT->GetNbinsX() == sigT->GetNbinsX() || sigT->GetNbinsX() == dataT->GetNbinsX());
TH1F *bkg = linearBin(bkgT);
TH1F *sig2 = linearBin(sigT);
TH1F *sig5 = (TH1F*)sig2->Clone();
TH1F *sig10 = (TH1F*)sig2->Clone();
TH1F *data = linearBin(dataT);
TH1F *diff = (TH1F*)data->Clone();
diff->Add(bkg,-1);
gStyle->SetOptStat(0);
gROOT->SetStyle("Plain");
gROOT->ForceStyle();
TCanvas *canv = new TCanvas();
bkg->SetLineColor(kBlue);
bkg->SetFillColor(kBlue-9);
sig2->SetLineColor(kRed);
sig2->SetLineStyle(3);
sig2->Scale(1.);
sig5->SetLineColor(kRed);
sig5->SetLineStyle(7);
sig5->Scale(3.);
sig10->SetLineColor(kRed);
sig10->Scale(5.);
data->SetMarkerStyle(20);
bkg->SetTitle(("Background, data and signal distributions for "+bdt+" "+name).c_str());
sig2->SetTitle(("Background, data and signal distributions for "+bdt+" "+name).c_str());
data->SetTitle(("Background, data and signal distributions for "+bdt+" "+name).c_str());
bkg->GetXaxis()->SetTitle("");
sig2->GetXaxis()->SetTitle("");
data->GetXaxis()->SetTitle("");
bkg->GetYaxis()->SetTitle("Events");
sig2->GetYaxis()->SetTitle("Events");
data->GetYaxis()->SetTitle("Events");
TLegend *leg = new TLegend(0.45,0.6,0.85,0.85);
leg->SetLineColor(0);
leg->SetFillColor(0);
leg->AddEntry(bkg,"Background","f");
leg->AddEntry(data,"Data","lep");
leg->AddEntry(sig10,"Signal (1, 3, 5 #times SM)","l");
TPaveText *txt = new TPaveText(0.2,0.1,0.4,0.35,"NDC");
txt->SetFillColor(0);
txt->SetLineColor(0);
txt->AddText("#int L = 4.76 fb^{-1}");
bkg->GetYaxis()->SetRangeUser(1.0,2.*(data->GetMaximum()));
bkg->Draw("e2");
sig2->Draw("same hist");
sig5->Draw("same hist");
sig10->Draw("same hist");
data->Draw("same e");
leg->Draw("same");
txt->Draw("same");
canv->SetLogy();
canv->Print(("plots/"+bdt+"/david/"+name+".png").c_str(),"png");
canv->SetLogy(false);
canv->Clear();
TLegend *leg2 = new TLegend(0.45,0.6,0.85,0.85);
leg2->SetFillColor(0);
leg2->SetLineColor(0);
sig10->GetYaxis()->SetRangeUser((-1*sig10->GetMaximum())+10,sig10->GetMaximum()+20);
sig10->GetXaxis()->SetTitle("");
sig10->GetYaxis()->SetTitle("Events");
sig10->SetTitle(Form("Data, background difference compared to signal %s %s",bdt.c_str(),name.c_str()));
diff->SetMarkerStyle(20);
diff->GetXaxis()->SetTitle("");
diff->GetYaxis()->SetTitle("Events");
leg2->AddEntry(diff,"Data - background model","lep");
leg2->AddEntry(sig10,"Signal (1, 3, 5 #times SM)","l");
TF1 *line = new TF1("line","0.0",0.0,sig10->GetNbinsX()+1);
line->SetLineColor(kBlue);
sig10->Draw("hist");
sig5->Draw("same hist");
sig2->Draw("same hist");
line->Draw("same");
diff->Draw("p same");
leg2->Draw("same");
txt->Draw("same");
canv->Print(("plots/"+bdt+"/diff/"+name+".png").c_str(),"png");
delete canv;
delete txt;
delete leg;
davidCalls++;
}
void plotauto(TString infilename) {
TString plname = infilename+".ps";
TCanvas* cc = new TCanvas("validate","validate",500,370);
cc->Print(plname+"[");
TText tt;
tt.SetTextColor(2);
tt.SetTextSize(0.02);
gStyle->SetMarkerSize(0.1);
gStyle->SetTitleSize(0.15,"ff");
gStyle->SetTitleTextColor(4);
std::vector < TString > vnames;
vnames.push_back("Sim_HitEn");
vnames.push_back("Sim_HitTime");
vnames.push_back("Sim_posXY");
vnames.push_back("Sim_posXZ");
vnames.push_back("Sim_posYZ");
vnames.push_back("Sim_posRZ");
std::vector <TString> exts;
exts.push_back("");
exts.push_back("_posZ");
exts.push_back("_negZ");
TH1F* h;
TH2F* hh;
TKey *key;
TIter next;
TKey *key2;
TIter next2;
TFile* infile = new TFile(infilename, "read");
// overall geometry
TDirectory* td = (TDirectory*) infile->Get("ALLCollections");
cc->Clear();
cc->Divide(3,3);
cc->cd(1);
hh = (TH2F*) td->Get("ALLCollections_overallhitZR");
hh->Draw("box");
cc->cd(2);
int icol=1;
bool first=true;
TLegend* tl = new TLegend(0., 0., 1, 1);
next = td->GetListOfKeys();
while ((key = (TKey*)next())) {
TClass *cll = gROOT->GetClass(key->GetClassName());
if (cll->InheritsFrom("TH2F")) {
hh = (TH2F*)key->ReadObj();
TString hn = hh->GetName();
if ( hn.Contains("ALL") ) continue;
if ( hn.Contains("_Log") ) continue;
hh->SetLineColor(icol);
if ( first ) {hh->Draw("box"); first=false;}
else hh->Draw("same;box");
icol++;
if (icol==10) icol=1;
TString ss = hn.ReplaceAll( "_overallhitZR", "");
tl->AddEntry(hh, ss , "l");
}
}
// the legend
cc->cd(3);
tl->Draw();
cc->cd(4);
hh = (TH2F*) td->Get("ALLCollections_Log_overallhitZR");
hh->Draw("box");
cc->cd(5);
icol=1;
first=true;
next = td->GetListOfKeys();
while ((key = (TKey*)next())) {
TClass *cll = gROOT->GetClass(key->GetClassName());
if (cll->InheritsFrom("TH2F")) {
hh = (TH2F*)key->ReadObj();
TString hn = hh->GetName();
if ( hn.Contains("ALL" ) ) continue;
if ( ! hn.Contains("_Log_") ) continue;
hh->SetLineColor(icol);
if ( first ) {hh->Draw("box"); first=false;}
else hh->Draw("same;box");
icol++;
if (icol==10) icol=1;
}
}
cc->cd(7);
hh = (TH2F*) td->Get("ALLCollections_LogLog_overallhitZR");
hh->Draw("box");
cc->cd(8);
icol=1;
first=true;
next = td->GetListOfKeys();
while ((key = (TKey*)next())) {
TClass *cll = gROOT->GetClass(key->GetClassName());
if (cll->InheritsFrom("TH2F")) {
hh = (TH2F*)key->ReadObj();
TString hn = hh->GetName();
if ( hn.Contains("ALL" ) ) continue;
if ( ! hn.Contains("_LogLog_") ) continue;
hh->SetLineColor(icol);
if ( first ) {hh->Draw("box"); first=false;}
else hh->Draw("same;box");
icol++;
if (icol==10) icol=1;
}
}
cc->Print(plname);
// now collection-by-collection
next = infile->GetListOfKeys();
while ((key = (TKey*)next())) {
TClass *cll = gROOT->GetClass(key->GetClassName());
if (cll->InheritsFrom("TDirectory")) {
td = (TDirectory*)key->ReadObj();
TString dirname = td->GetName();
if ( dirname=="ALLCollections" ) continue;
// is it an endcap collection?
bool isEndcap = td->Get(dirname+"_hitXY_posZ");
// first overall geometry
cc->Clear();
cc->Divide(3,2);
cc->cd(1);
( (TH2F*) td->Get(dirname+"_hitEn"))->Draw("box");
cc->cd(4)->SetLogy();
( (TH2F*) td->Get(dirname+"_hitTime"))->Draw("box");
if ( isEndcap ) {
cc->cd(2);
( (TH2F*) td->Get(dirname+"_hitXY_posZ"))->Draw("box");
cc->cd(3);
( (TH2F*) td->Get(dirname+"_hitXY_negZ"))->Draw("box");
cc->cd(5);
((TH2F*) td->Get(dirname+"_hitZR_posZ"))->Draw("box");
cc->cd(6);
((TH2F*) td->Get(dirname+"_hitZR_negZ"))->Draw("box");
} else {
cc->cd(2);
( (TH2F*) td->Get(dirname+"_hitXY"))->Draw("box");
cc->cd(3);
( (TH2F*) td->Get(dirname+"_hitZR"))->Draw("box");
}
cc->Print(plname);
// then the cell indices
// work out how many indices/variables we're dealing with
std::vector < TString > indices;
std::vector < TString > variables;
next2 = td->GetListOfKeys();
while ((key2 = (TKey*)next2())) {
cll = gROOT->GetClass(key2->GetClassName());
if (cll->InheritsFrom("TH2F")) {
hh = (TH2F*) key2->ReadObj();
TString hn = hh->GetName();
if ( hn.Contains("Indx") ) {
TString ss = hn.ReplaceAll(dirname+"_", "");
TString asas = ((TObjString*) (ss.Tokenize("_") -> At(0)))->GetString();
if ( find( indices.begin(), indices.end(), asas )==indices.end() ) indices.push_back(asas);
asas = ((TObjString*) (ss.Tokenize("_") -> At(1)))->GetString();
if ( find( variables.begin(), variables.end(), asas )==variables.end() ) variables.push_back(asas);
}
}
}
if ( indices.size()==0 || variables.size()==0 ) continue;
for (int inp=0; inp<2; inp++) {
if ( !isEndcap && inp==1 ) continue;
cc->Clear();
cc->Divide(indices.size(), variables.size());
int ic=1;
next2 = td->GetListOfKeys();
while ((key2 = (TKey*)next2())) {
cll = gROOT->GetClass(key2->GetClassName());
if (cll->InheritsFrom("TH2F")) {
hh = (TH2F*) key2->ReadObj();
TString hn = hh->GetName();
if ( isEndcap ) {
if ( inp==0 && ! hn.Contains("posZ") ) continue;
else if ( inp==1 && ! hn.Contains("negZ") ) continue;
}
if ( hn.Contains("Indx") ) {
TString asas = ((TObjString*) (hn.Tokenize("_") -> At(1)))->GetString();
asas = asas(4,asas.Length());
cc->cd(ic++);
hh->Draw("box");
}
}
}
cc->cd();
for ( size_t k=0; k<variables.size(); k++) {
tt.DrawTextNDC( 0.0, 0.9 - (1.0*k)/(variables.size()), variables[k] );
}
for ( size_t k=0; k<indices.size(); k++) {
tt.DrawTextNDC( 0.05 + (1.0*k)/(indices.size()), 0.02, indices[k].ReplaceAll("Indx","Indx_") );
}
tt.DrawTextNDC( 0.1, 0.99, dirname);
if ( isEndcap ) {
if (inp==0 ) tt.DrawTextNDC( 0.35, 0.99, "posZ");
else tt.DrawTextNDC( 0.35, 0.99, "negZ");
}
cc->Print(plname);
}
}
}
infile->Close();
cc->Print(plname+"]");
}
void runEffRej() {
gROOT->LoadMacro("AtlasStyle.C");
gROOT->LoadMacro("AtlasUtils.C");
gROOT->LoadMacro("AtlasLabels.C");
TString input("effrej_su4");
TFile* r17 = new TFile(TString("input/btagval.su4.susy1049.root"),"READ");
TFile* r16 = new TFile(TString("input/btagval.su4.susy1004.root"),"READ");
TString prefix("btagwgt/");
bool doLogY = true;
//bool doLogY = false;
vector<TString> cuts;
// cuts.push_back("2jet_metmeff0.25");
cuts.push_back("2jet_deltaphi0.4");
// cuts.push_back("2jet_deltaphi0.4cr");
// cuts.push_back("2jet_nbtag1");
// cuts.push_back("2jet_qcdcontrol");
// cuts.push_back("2jet_nbtag2");
// cuts.push_back("2jet_metphi");
// cuts.push_back("2jet_mct100");
// cuts.push_back("2jet_mct100cr");
// cuts.push_back("2jet_mct150");
// cuts.push_back("2jet_mct200");
// cuts.push_back("2jetX_metmeff0.25");
// cuts.push_back("2jetX_deltaphi0.4");
// cuts.push_back("2jetX_deltaphi0.4cr");
// cuts.push_back("2jetX_nbtag1");
// cuts.push_back("2jetX_qcdcontrol");
// cuts.push_back("2jetX_nbtag2");
// cuts.push_back("2jetX_metphi");
// cuts.push_back("2jetX_mct100");
// cuts.push_back("2jetX_mct100cr");
// cuts.push_back("2jetX_mct150");
// cuts.push_back("2jetX_mct200");
// cuts.push_back("3jet_metmeff0.25");
cuts.push_back("3jet_deltaphi0.4");
// cuts.push_back("3jet_nbtag1");
// cuts.push_back("3jet_ewcontrol");
// cuts.push_back("3jet_topcontrol");
// cuts.push_back("3jet_topcontrol_2");
/* cuts.push_back("3jet_meff500_qcdcontrol");
cuts.push_back("3jet_meff500_2_qcdcontrol");
cuts.push_back("3jet_meff700_qcdcontrol");
cuts.push_back("3jet_meff700_2_qcdcontrol");
cuts.push_back("3jet_meff900_qcdcontrol");
cuts.push_back("3jet_meff900_2_qcdcontrol"); */
/* cuts.push_back("3jet_meff500");
cuts.push_back("3jet_meff500_2");
cuts.push_back("3jet_meff700");
cuts.push_back("3jet_meff700_2");
cuts.push_back("3jet_meff900");
cuts.push_back("3jet_meff900_2");
*/
vector<TString> plottype;
plottype.push_back("jjfitNN0jfitNN");
plottype.push_back("jjfitNN1jfitNN");
plottype.push_back("jjfitNN2jfitNN");
plottype.push_back("jsv00sv0");
plottype.push_back("jsv01sv0");
plottype.push_back("jsv02sv0");
TString logstring = "";
if(doLogY) logstring = "_logy";
TCanvas* canvas = new TCanvas();
canvas->Print(TString::Format("output/%s_2jet%s.ps[",input.Data(),logstring.Data()),"Portrait");
canvas->Print(TString::Format("output/%s_2jetX%s.ps[",input.Data(),logstring.Data()),"Portrait");
canvas->Print(TString::Format("output/%s_3jet%s.ps[",input.Data(),logstring.Data()),"Portrait");
gStyle->SetPaperSize(100,20);
vector<TString>::iterator cut = cuts.begin();
for(; cut!=cuts.end(); cut++) {
vector<TString>::iterator type = plottype.begin();
for(; type!=plottype.end(); type++) {
canvas->Clear();
canvas->SetLogy(doLogY);
TString histo_l = TString::Format("%s%s_%s_l",prefix.Data(),cut->Data(),type->Data());
TString histo_c = TString::Format("%s%s_%s_c",prefix.Data(),cut->Data(),type->Data());
TString histo_b = TString::Format("%s%s_%s_b",prefix.Data(),cut->Data(),type->Data());
TH1F* R17_l = (TH1F*)r17->Get(histo_l);
TH1F* R17_c = (TH1F*)r17->Get(histo_c);
TH1F* R17_b = (TH1F*)r17->Get(histo_b);
TH1F* R16_l = (TH1F*)r16->Get(histo_l);
TH1F* R16_c = (TH1F*)r16->Get(histo_c);
TH1F* R16_b = (TH1F*)r16->Get(histo_b);
map<TString, float> op; //op, eff
map<TString, float> r17op; //op, eff
map<TString, float> newop; //oldop, newop
//Find current efficiency operating points
if(histo_b.Contains("sv0")) {
op["5.85"] = R16_b->Integral(R16_b->FindBin(5.85),-1)/R16_b->Integral(0,-1);
r17op["5.85"] = R17_b->Integral(R17_b->FindBin(5.85),-1)/R17_b->Integral(0,-1);
for(int i = 0; i<100; i++) {
float eff = R17_b->Integral(i,-1)/R17_b->Integral(0,-1);
//cout << eff << " " << op["5.85"] << endl;
if(eff>op["5.85"]) continue;
else {
//float slope = (R17_b->GetBinCenter(i)-R17_b->GetBinCenter(i-1))/(eff-R17_b->Integral(i-1,-1)/R17_b->Integral(0,-1));
//newop["5.85"] = R17_b->GetBinCenter(i-1)+slope*(op["5.85"]-R17_b->Integral(i-1,-1)/R17_b->Integral(0,-1));
newop["5.85"] = (R17_b->GetBinCenter(i-1)+R17_b->GetBinCenter(i))/2.;
break;
}
}
cout << "5.85: "<< op["5.85"] << ", " << newop["5.85"] << ": " << R17_b->Integral(R17_b->FindBin(newop["5.85"]),-1)/R17_b->Integral(0,-1) << endl;
}
else {
op["2.00"] = R16_b->Integral(R16_b->FindBin(2.00),-1)/R16_b->Integral(0,-1);
op["0.35"] = R16_b->Integral(R16_b->FindBin(0.35),-1)/R16_b->Integral(0,-1);
op["-1.25"] = R16_b->Integral(R16_b->FindBin(-1.25),-1)/R16_b->Integral(0,-1);
r17op["2.00"] = R17_b->Integral(R16_b->FindBin(2.00),-1)/R17_b->Integral(0,-1);
r17op["0.35"] = R17_b->Integral(R16_b->FindBin(0.35),-1)/R17_b->Integral(0,-1);
r17op["-1.25"] = R17_b->Integral(R16_b->FindBin(-1.25),-1)/R17_b->Integral(0,-1);
for(int i = 0; i<100; i++) {
float eff = R17_b->Integral(i,-1)/R17_b->Integral(0,-1);
//cout << eff << " " << op["2.00"] << endl;
if(eff>op["2.00"]) continue;
else {
//float slope = (R17_b->GetBinCenter(i)-R17_b->GetBinCenter(i-1))/(eff-R17_b->Integral(i-1,-1)/R17_b->Integral(0,-1));
//newop["2.00"] = R17_b->GetBinCenter(i-1)+slope*(op["2.00"]-R17_b->Integral(i-1,-1)/R17_b->Integral(0,-1));
newop["2.00"] = (R17_b->GetBinCenter(i-1)+R17_b->GetBinCenter(i))/2.;
break;
}
}
cout << "2.00: "<< op["2.00"] << ", " << newop["2.00"] << ": " << R17_b->Integral(R17_b->FindBin(newop["2.00"]),-1)/R17_b->Integral(0,-1) << endl;
for(int i = 0; i<100; i++) {
float eff = R17_b->Integral(i,-1)/R17_b->Integral(0,-1);
//cout << eff << " " << op["0.35"] << endl;
if(eff>op["0.35"]) continue;
else {
//float slope = (R17_b->GetBinCenter(i)-R17_b->GetBinCenter(i-1))/(eff-R17_b->Integral(i-1,-1)/R17_b->Integral(0,-1));
//newop["0.35"] = R17_b->GetBinCenter(i-1)+slope*(op["0.35"]-R17_b->Integral(i-1,-1)/R17_b->Integral(0,-1));
newop["0.35"] = (R17_b->GetBinCenter(i-1)+R17_b->GetBinCenter(i))/2.;
break;
}
}
cout << "0.35: "<< op["0.35"] << ", " << newop["0.35"] << ": " << R17_b->Integral(R17_b->FindBin(newop["0.35"]),-1)/R17_b->Integral(0,-1) << endl;
for(int i = 0; i<100; i++) {
float eff = R17_b->Integral(i,-1)/R17_b->Integral(0,-1);
//cout << eff << " " << op["0.35"] << endl;
if(eff>op["-1.25"]) continue;
else {
//float slope = (R17_b->GetBinCenter(i)-R17_b->GetBinCenter(i-1))/(eff-R17_b->Integral(i-1,-1)/R17_b->Integral(0,-1));
//newop["-1.25"] = R17_b->GetBinCenter(i-1)+slope*(op["-1.25"]-R17_b->Integral(i-1,-1)/R17_b->Integral(0,-1));
newop["-1.25"] = (R17_b->GetBinCenter(i-1)+R17_b->GetBinCenter(i))/2.;
break;
}
}
cout << "-1.25: "<< op["-1.25"] << ", " << newop["-1.25"] << ": " << R17_b->Integral(R17_b->FindBin(newop["-1.25"]),-1)/R17_b->Integral(0,-1) << endl;
}
R17_l->Rebin(5);
R17_c->Rebin(5);
R17_b->Rebin(5);
R16_l->Rebin(5);
R16_c->Rebin(5);
R16_b->Rebin(5);
TH2F* grid = new TH2F("grid","grid",2,0.,1.,2,1.,1000.);
TString num;
if(histo_b.Contains("2")) num = "3 tags";
else if(histo_b.Contains("1")) num = "2 tags";
else if(histo_b.Contains("0")) num = "1 tag";
grid->SetXTitle(TString("Efficiency ("+num+")"));
grid->SetYTitle("l-jet Rejection");
//grid->Reset();
//grid->SetMinimum(0.);
//grid->SetMaximum(1.);
grid->Draw();
TGraph* r16graph = MakeEffRej(R16_l,R16_c,R16_b);
TGraph* r17graph = MakeEffRej(R17_l,R17_c,R17_b);
r16graph->SetMarkerColor(kBlack);
r16graph->SetLineColor(kBlack);
r16graph->Draw("elp same");
r17graph->SetMarkerColor(kRed);
r17graph->SetLineColor(kRed);
//r17graph->SetMarkerSize();
r17graph->Draw("elp same");
//stacked->SetATLASLabel("Preliminary");
//if(input.Contains("JetTauEtmiss")) stacked->SetLumi("95.6 pb^{-1}");
//else stacked->SetLumi("2.052 fb^{-1}");
TString label(TString("#splitline{"+input+"}{"));
label.Append(*cut);
label.Append("}");
TLatex n2;
n2.SetNDC();
n2.SetTextFont(42);
n2.SetTextColor(kBlack);
n2.DrawLatex(0.20,0.25,label.Data());
float leg_ylower = 0.90-((float)(2+op.size()))*0.06;
TLegend* legend = new TLegend(0.75,leg_ylower,0.95,0.95);
legend->SetFillStyle(0);
legend->SetBorderSize(0);
TLegendEntry* entry = 0;
entry = legend->AddEntry(r17graph,"Release 17","elp");
entry->SetTextAlign(12);
entry->SetTextColor(1);
entry = legend->AddEntry(r16graph,"Release 16","elp");
entry->SetTextAlign(12);
entry->SetTextColor(1);
map<TString, float>::iterator iter = op.begin();
int color = 3;
for(; iter!=op.end(); iter++) {
TLine* line = new TLine(iter->second,0.,iter->second,1000.);
line->SetLineColor(color);
line->Draw("same");
TH1F* histo = new TH1F();
histo->SetLineColor(color);
entry = legend->AddEntry(histo,TString("Release 16, "+iter->first+ " ("+TString::Format("R17 %0.2f",newop[iter->first])+")"),"l");
entry->SetTextAlign(12);
entry->SetTextColor(1);
color++;
}
iter = r17op.begin();
for(; iter!=r17op.end(); iter++) {
TLine* line = new TLine(iter->second,0.,iter->second,1000.);
line->SetLineColor(color);
line->Draw("same");
TH1F* histo = new TH1F();
histo->SetLineColor(color);
entry = legend->AddEntry(histo,TString("Release 17, "+iter->first),"l");
entry->SetTextAlign(12);
entry->SetTextColor(1);
color++;
}
legend->Draw();
canvas->Update();
if(cut->Contains("2jet_")) canvas->Print(TString::Format("output/%s_2jet%s.ps",input.Data(),logstring.Data()));
else if(cut->Contains("2jetX_")) canvas->Print(TString::Format("output/%s_2jetX%s.ps",input.Data(),logstring.Data()));
else if(cut->Contains("3jet_")) canvas->Print(TString::Format("output/%s_3jet%s.ps",input.Data(),logstring.Data()));
canvas->Print(TString::Format("output/%s_%s_%s%s.eps",input.Data(),cut->Data(),type->Data(),logstring.Data()));
delete r16graph;
delete r17graph;
delete grid;
}
}
canvas->Print(TString::Format("output/%s_2jet%s.ps]",input.Data(),logstring.Data()),"Portrait");
canvas->Print(TString::Format("output/%s_2jetX%s.ps]",input.Data(),logstring.Data()),"Portrait");
canvas->Print(TString::Format("output/%s_3jet%s.ps]",input.Data(),logstring.Data()),"Portrait");
}
int muQual_simple() {
// Parameters
FLAG *flag = new FLAG;
flag->doSta = true;
flag->doGlb = false;
string data2010 = "/castor/cern.ch/user/m/miheejo/openHLT/cms442p5/HICorePhysics_Skim_MinimumBias_RAW/openhlt_2010HICorePhysicsMB.root";
// 2011 file will be updated.
string data2011 = "/castor/cern.ch/user/m/miheejo/openHLT/cms442p5/HICorePhysics_Skim_MinimumBias_RAW/openhlt_2010HICorePhysicsMB.root";
// Check trigger list
vector<string> triglist;
triglist.push_back("HLT_HIL1DoubleMu0_HighQ_v1");
triglist.push_back("HLT_HIL2DoubleMu3_v1");
triglist.push_back("HLT_HIL3DoubleMuOpen_v1");
triglist.push_back("HLT_HIL3DoubleMuOpen_Mgt2_OS_NoCowboy_v1");
triglist.push_back("HLT_HIL2Mu3_v1");
triglist.push_back("HLT_HIL2Mu7_v1");
triglist.push_back("HLT_HIL2Mu15_v1");
triglist.push_back("HLT_HIL2Mu3_NHitQ_v1");
triglist.push_back("HLT_HIL3Mu3_v1");
// Histograms
TH2F *SingleGlb_Etapt_2010 = new TH2F("SingleGlb_etapt_2010","SingleGlb_etapt_2010;single mu #eta;single mu p_{T}",ETA,-2.4,2.4,PT,0,20);
TH2F *SingleGlb_Etapt_2011 = new TH2F("SingleGlb_etapt_2011","SingleGlb_etapt_2011;single mu #eta;single mu p_{T}",ETA,-2.4,2.4,PT,0,20);
// Input files
// 2010 datafile
TCastorFile *input_2010 = new TCastorFile(data2010.c_str());
FriendMuTree *mutree_2010 = new FriendMuTree(input_2010,true); // Load HLTMuTree
HltTree *ohTree_2010 = new HltTree(input_2010,true); // Load HltTree
TTree *muon_tree_2010; // Hold HLTMuTree
TTree *open_tree_2010; // Hold HltTree
MUTREE *muTree_2010 = new MUTREE;
// 2011 datafile
TCastorFile *input_2011 = new TCastorFile(data2011.c_str());
FriendMuTree *mutree_2011 = new FriendMuTree(input_2011,true); // Load HLTMuTree
HltTree *ohTree_2011 = new HltTree(input_2011,true); // Load HltTree
TTree *muon_tree_2011; // Hold HLTMuTree
TTree *open_tree_2011; // Hold HltTree
MUTREE *muTree_2011 = new MUTREE;
const unsigned int ntrig = triglist.size();
int trig_2010[ntrig]; // Trigger bits for muons
int trig_2011[ntrig]; // Trigger bits for muons
open_tree_2010 = ohTree_2010->fChain; // Get TTree for trigger bits
open_tree_2011 = ohTree_2011->fChain; // Get TTree for trigger bits
for (unsigned int i=0; i < ntrig; i++) {
string tmptrig = triglist[i];
open_tree_2010->SetBranchAddress(tmptrig.c_str(),&trig_2010[i]); // SetBranchAddress for trigger bits
open_tree_2011->SetBranchAddress(tmptrig.c_str(),&trig_2011[i]); // SetBranchAddress for trigger bits
}
muon_tree_2010 = mutree_2010->fChain; // Get TTree for muon objects
muon_tree_2010->SetBranchAddress("Run",&muTree_2010->run);
muon_tree_2010->SetBranchAddress("Event",&muTree_2010->event);
muon_tree_2011 = mutree_2011->fChain; // Get TTree for muon objects
muon_tree_2011->SetBranchAddress("Run",&muTree_2011->run);
muon_tree_2011->SetBranchAddress("Event",&muTree_2011->event);
if (flag->doSta && !flag->doGlb) {
muon_tree_2010->SetBranchAddress("Sta_eta",muTree_2010->eta);
muon_tree_2010->SetBranchAddress("Sta_pt",muTree_2010->pt);
muon_tree_2010->SetBranchAddress("Sta_phi",muTree_2010->phi);
muon_tree_2010->SetBranchAddress("Sta_nptl",&muTree_2010->nptl);
muon_tree_2010->SetBranchAddress("Sta_charge",muTree_2010->charge);
muon_tree_2011->SetBranchAddress("Sta_eta",muTree_2011->eta);
muon_tree_2011->SetBranchAddress("Sta_pt",muTree_2011->pt);
muon_tree_2011->SetBranchAddress("Sta_phi",muTree_2011->phi);
muon_tree_2011->SetBranchAddress("Sta_nptl",&muTree_2011->nptl);
muon_tree_2011->SetBranchAddress("Sta_charge",muTree_2011->charge);
} else if (flag->doGlb && !flag->doSta) {
muon_tree_2011->SetBranchAddress("Glb_eta",muTree_2011->eta);
muon_tree_2011->SetBranchAddress("Glb_pt",muTree_2011->pt);
muon_tree_2011->SetBranchAddress("Glb_phi",muTree_2011->phi);
muon_tree_2011->SetBranchAddress("Glb_nptl",&muTree_2011->nptl);
muon_tree_2011->SetBranchAddress("Glb_charge",muTree_2011->charge);
muon_tree_2011->SetBranchAddress("Glb_nValMuHits",muTree_2011->nValMuHits);
muon_tree_2011->SetBranchAddress("Glb_nValTrkHits",muTree_2011->nValTrkHits);
muon_tree_2011->SetBranchAddress("Glb_nTrkFound",muTree_2011->nTrkFound);
muon_tree_2011->SetBranchAddress("Glb_glbChi2_ndof",muTree_2011->glbChi2_ndof);
muon_tree_2011->SetBranchAddress("Glb_trkChi2_ndof",muTree_2011->trkChi2_ndof);
muon_tree_2011->SetBranchAddress("Glb_pixLayerWMeas",muTree_2011->pixLayerWMeas);
muon_tree_2011->SetBranchAddress("Glb_trkDxy",muTree_2011->trkDxy);
muon_tree_2011->SetBranchAddress("Glb_trkDz",muTree_2011->trkDz);
muon_tree_2010->SetBranchAddress("Glb_eta",muTree_2010->eta);
muon_tree_2010->SetBranchAddress("Glb_pt",muTree_2010->pt);
muon_tree_2010->SetBranchAddress("Glb_phi",muTree_2010->phi);
muon_tree_2010->SetBranchAddress("Glb_nptl",&muTree_2010->nptl);
muon_tree_2010->SetBranchAddress("Glb_charge",muTree_2010->charge);
muon_tree_2010->SetBranchAddress("Glb_nValMuHits",muTree_2010->nValMuHits);
muon_tree_2010->SetBranchAddress("Glb_nValTrkHits",muTree_2010->nValTrkHits);
muon_tree_2010->SetBranchAddress("Glb_nTrkFound",muTree_2010->nTrkFound);
muon_tree_2010->SetBranchAddress("Glb_glbChi2_ndof",muTree_2010->glbChi2_ndof);
muon_tree_2010->SetBranchAddress("Glb_trkChi2_ndof",muTree_2010->trkChi2_ndof);
muon_tree_2010->SetBranchAddress("Glb_pixLayerWMeas",muTree_2010->pixLayerWMeas);
muon_tree_2010->SetBranchAddress("Glb_trkDxy",muTree_2010->trkDxy);
muon_tree_2010->SetBranchAddress("Glb_trkDz",muTree_2010->trkDz);
} else {
cout << "Choose doSta or doGlb or doGen!\n";
return -1;
}
// Loop over trees over 2010 trees
for (int i=0; i<muon_tree_2010->GetEntries(); i++) {
muon_tree_2010->GetEntry(i);
ohTree_2010->GetEntry(i);
open_tree_2010->GetEntry(i);
////////// Check muon trigger list
flag->trig = false;
for (unsigned int tidx=0; tidx<ntrig; tidx++) {
if (trig_2010[tidx]) { // At least one of the muon trigger is fired.
flag->trig = true;
break;
}
}
if (!flag->trig) continue; // If no muon triggers fired, go to the next event!
////////// Load muons and fill up histograms
for (int a=0; a < muTree_2010->nptl; a++) {
if (flag->doGlb) {
if(!isValidMu(flag, muTree_2010, a)) continue; //Check glb muons are within acceptance range
} else if (flag->doSta) {
if(!isMuInAcc(flag, muTree_2010->eta[a], muTree_2010->pt[a])) continue; //Check sta muons are within acceptance range
}
SingleGlb_Etapt_2010->Fill(muTree_2010->eta[a],muTree_2010->pt[a]);
}
if (i%10000 ==0)
cout << "Event in 2010 datasets: " << i+1 << endl;
}
// Loop over trees over 2011 trees
for (int i=0; i<muon_tree_2011->GetEntries(); i++) {
muon_tree_2011->GetEntry(i);
ohTree_2011->GetEntry(i);
open_tree_2011->GetEntry(i);
////////// Check muon trigger list
flag->trig = false;
for (unsigned int tidx=0; tidx<ntrig; tidx++) {
if (trig_2011[tidx]) { // At least one of the muon trigger is fired.
flag->trig = true;
break;
}
}
if (!flag->trig) continue; // If no muon triggers fired, go to the next event!
////////// Load muons and fill up histograms
for (int a=0; a < muTree_2011->nptl; a++) {
if (flag->doGlb) {
if(!isValidMu(flag, muTree_2011, a)) continue; //Check glb muons are within acceptance range
} else if (flag->doSta) {
if(!isMuInAcc(flag, muTree_2011->eta[a], muTree_2011->pt[a])) continue; //Check sta muons are within acceptance range
}
SingleGlb_Etapt_2011->Fill(muTree_2011->eta[a],muTree_2011->pt[a]);
}
if (i%10000 ==0)
cout << "Event in 2011 datasets: " << i+1 << endl;
}
// Draw final histograms and save it into .png files
gROOT->Macro("~miheejo/public/HIMuTrig/JpsiStyle.C"); //For plot style
TCanvas *canv = new TCanvas("canv","canv",800,600);
canv->Draw();
SingleGlb_Etapt_2010->Draw("colz");
canv->SaveAs("SingleGlb_Etapt_2010.png");
canv->Clear(); canv->Draw();
SingleGlb_Etapt_2011->Draw("colz");
canv->SaveAs("SingleGlb_Etapt_2011.png");
return 0;
}
int main( int argc, char* argv[] ) {
DrawTools::setStyle();
std::string runName = "precalib_BGO_pedestal_noSource";
if( argc>1 ) {
std::string runName_str(argv[1]);
runName = runName_str;
}
NORDERS = 6;
if( argc>2 ) {
NORDERS = atoi(argv[2]);
std::cout << "-> NORDER is set to: " << NORDERS << std::endl;
}
std::string fileName = "../PositionAnalysis/data/run_" + runName + ".root";
TFile* file = TFile::Open(fileName.c_str());
if( argc>1 ) {
std::string runName_str(argv[1]);
runName = runName_str;
}
if( file==0 ) {
std::cout << "ERROR! Din't find file " << fileName << std::endl;
std::cout << "Exiting." << std::endl;
exit(11);
}
TTree* tree = (TTree*)file->Get("eventRawData");
UInt_t evtNumber;
tree->SetBranchAddress( "evtNumber", &evtNumber );
UInt_t adcData[40];
tree->SetBranchAddress( "adcData", adcData );
UInt_t adcBoard[40];
tree->SetBranchAddress( "adcBoard", adcBoard );
UInt_t adcChannel[40];
tree->SetBranchAddress( "adcChannel", adcChannel );
int nentries = tree->GetEntries();
std::string outfileName = "calibAn_" + runName + ".root";
TFile* outFile = TFile::Open( outfileName.c_str(), "RECREATE" );
TH1D* h1_cef3_0 = new TH1D("cef3_0", "", 400, 0., 400.);
TH1D* h1_cef3_1 = new TH1D("cef3_1", "", 400, 0., 400.);
TH1D* h1_cef3_2 = new TH1D("cef3_2", "", 400, 0., 400.);
TH1D* h1_cef3_3 = new TH1D("cef3_3", "", 400, 0., 400.);
TH1D* h1_cef3_tot = new TH1D("cef3_tot", "", 400, 0., 4.*400.);
TH1D* h1_cef3_corr_0 = new TH1D("cef3_corr_0", "", 400, 0., 400.);
TH1D* h1_cef3_corr_1 = new TH1D("cef3_corr_1", "", 385, 0., 400.4);
TH1D* h1_cef3_corr_2 = new TH1D("cef3_corr_2", "", 400, 0., 404.);
TH1D* h1_cef3_corr_3 = new TH1D("cef3_corr_3", "", 400, 0., 400.);
TH1D* h1_cef3_corr_tot = new TH1D("cef3_corr_tot", "", 400, 0., 4.*400.);
TH1D* h1_cef3_pedSubtracted_0 = new TH1D("cef3_pedSubtracted_0", "", 400, 0., 400.);
TH1D* h1_cef3_pedSubtracted_1 = new TH1D("cef3_pedSubtracted_1", "", 400, 0., 400.);
TH1D* h1_cef3_pedSubtracted_2 = new TH1D("cef3_pedSubtracted_2", "", 400, 0., 400.);
TH1D* h1_cef3_pedSubtracted_3 = new TH1D("cef3_pedSubtracted_3", "", 400, 0., 400.);
TH1D* h1_cef3_pedSubtracted_corr_0 = new TH1D("cef3_pedSubtracted_corr_0", "", 400, 0., 400.*1.11228);
TH1D* h1_cef3_pedSubtracted_corr_1 = new TH1D("cef3_pedSubtracted_corr_1", "", 400, 0., 400.*0.855333);
TH1D* h1_cef3_pedSubtracted_corr_2 = new TH1D("cef3_pedSubtracted_corr_2", "", 400, 0., 400.*0.97973);
TH1D* h1_cef3_pedSubtracted_corr_3 = new TH1D("cef3_pedSubtracted_corr_3", "", 400, 0., 400.*1.08781);
TH1D* h1_cef3_pedSubtracted_corr_sum = new TH1D("cef3_pedSubtracted_sum", "", 400, 0., 400.);
TH1D* h1_cef3_pedSubtracted_corr_sum_dummy = new TH1D("cef3_pedSubtracted_sum", "", 400, 0., 400.);
TH1D* h1_cef3_pedSubtracted_corr_rebin_0 = new TH1D("cef3_pedSubtracted_corr_rebin_0", "", 200, 0., 400.*1.11228);
TH1D* h1_cef3_pedSubtracted_corr_rebin_1 = new TH1D("cef3_pedSubtracted_corr_rebin_1", "", 200, 0., 400.*0.855333);
TH1D* h1_cef3_pedSubtracted_corr_rebin_2 = new TH1D("cef3_pedSubtracted_corr_rebin_2", "", 200, 0., 400.*0.97973);
TH1D* h1_cef3_pedSubtracted_corr_rebin_3 = new TH1D("cef3_pedSubtracted_corr_rebin_3", "", 200, 0., 400.*1.08781);
TH1D* h1_cef3_pedSubtracted_corr_muQ_0 = new TH1D("cef3_pedSubtracted_corr_muQ_0", "", 400, 0., 400.*1.19514);
TH1D* h1_cef3_pedSubtracted_corr_muQ_1 = new TH1D("cef3_pedSubtracted_corr_muQ_1", "", 400, 0., 400.*0.860177);
TH1D* h1_cef3_pedSubtracted_corr_muQ_2 = new TH1D("cef3_pedSubtracted_corr_muQ_2", "", 400, 0., 400.*0.952363);
TH1D* h1_cef3_pedSubtracted_corr_muQ_3 = new TH1D("cef3_pedSubtracted_corr_muQ_3", "", 400, 0., 400.*0.977169);
TH1D* h1_cef3_pedSubtracted_corr_muMean_0 = new TH1D("cef3_pedSubtracted_corr_muMean_0", "", 400, 0., 400.*1.09716);
TH1D* h1_cef3_pedSubtracted_corr_muMean_1 = new TH1D("cef3_pedSubtracted_corr_muMean_1", "", 400, 0., 400.*0.843707);
TH1D* h1_cef3_pedSubtracted_corr_muMean_2 = new TH1D("cef3_pedSubtracted_corr_muMean_2", "", 400, 0., 400.*0.966413);
TH1D* h1_cef3_pedSubtracted_corr_muMean_3 = new TH1D("cef3_pedSubtracted_corr_muMean_3", "", 400, 0., 400.*1.07241);
// there is only one cosmic run
unsigned int runNumber_;
runNumber_=91;
std::string pedestalFileName = "../PositionAnalysis/pedestalFile.root";
std::vector<std::pair<float, float> > pedestals = getPedestals( "cef3", pedestalFileName, runNumber_ );
std::cout << std::endl;
std::cout << "-> Got pedestals of CeF3: " << std::endl;
for( unsigned i=0; i<CEF3_CHANNELS; ++i )
std::cout << " CeF3 Channel " << i << ": " << pedestals[i].first << " (+- " << pedestals[i].second << ")" << std::endl;
std::cout << std::endl;
int nSigma=4;
for( unsigned iEntry=0; iEntry<nentries; ++iEntry ) {
tree->GetEntry(iEntry);
if( iEntry % 5000 == 0 ) std::cout << "Entry: " << iEntry << " / " << nentries << std::endl;
for( unsigned i=0; i<40; ++i ) {
int board = adcBoard[i];
int channel= adcChannel[i];
float cef3=0;
if( board==CEF3_ADC_BOARD ) {
if( channel==(CEF3_ADC_START_CHANNEL ) ){
h1_cef3_0->Fill(adcData[i]);
cef3+=adcData[i];
if(adcData[i]>(pedestals[0].first + nSigma*pedestals[0].second)) h1_cef3_pedSubtracted_0->Fill(adcData[i]-pedestals[0].first);
}
else if( channel==(CEF3_ADC_START_CHANNEL+1) ){
h1_cef3_1->Fill(adcData[i]);
cef3+=adcData[i];
if(adcData[i]>(pedestals[1].first + nSigma*pedestals[1].second))h1_cef3_pedSubtracted_1->Fill(adcData[i]-pedestals[1].first);
}
else if( channel==(CEF3_ADC_START_CHANNEL+2) ) {
h1_cef3_2->Fill(adcData[i]);
cef3+=adcData[i];
if(adcData[i]>(pedestals[2].first + nSigma*pedestals[2].second))h1_cef3_pedSubtracted_2->Fill(adcData[i]-pedestals[2].first);
}
else if( channel==(CEF3_ADC_START_CHANNEL+3) ) {
h1_cef3_3->Fill(adcData[i]);
cef3+=adcData[i];
if(adcData[i]>(pedestals[3].first + nSigma*pedestals[3].second))h1_cef3_pedSubtracted_3->Fill(adcData[i]-pedestals[3].first);
}
h1_cef3_tot->Fill(cef3);
}
}
}
h1_cef3_0->SetLineWidth(2);
h1_cef3_1->SetLineWidth(2);
h1_cef3_2->SetLineWidth(2);
h1_cef3_3->SetLineWidth(2);
h1_cef3_0->SetLineColor(kBlack);
h1_cef3_1->SetLineColor(kRed);
h1_cef3_2->SetLineColor(kBlue);
h1_cef3_3->SetLineColor(kMagenta);
h1_cef3_corr_0->SetLineWidth(2);
h1_cef3_corr_1->SetLineWidth(2);
h1_cef3_corr_2->SetLineWidth(2);
h1_cef3_corr_3->SetLineWidth(2);
h1_cef3_corr_0->SetLineColor(kBlack);
h1_cef3_corr_1->SetLineColor(kRed);
h1_cef3_corr_2->SetLineColor(kBlue);
h1_cef3_corr_3->SetLineColor(kMagenta);
h1_cef3_pedSubtracted_0->SetLineWidth(2);
h1_cef3_pedSubtracted_1->SetLineWidth(2);
h1_cef3_pedSubtracted_2->SetLineWidth(2);
h1_cef3_pedSubtracted_3->SetLineWidth(2);
h1_cef3_pedSubtracted_0->SetLineColor(kBlack);
h1_cef3_pedSubtracted_1->SetLineColor(kRed);
h1_cef3_pedSubtracted_2->SetLineColor(kBlue);
h1_cef3_pedSubtracted_3->SetLineColor(kMagenta);
h1_cef3_pedSubtracted_corr_0->SetLineWidth(2);
h1_cef3_pedSubtracted_corr_1->SetLineWidth(2);
h1_cef3_pedSubtracted_corr_2->SetLineWidth(2);
h1_cef3_pedSubtracted_corr_3->SetLineWidth(2);
h1_cef3_pedSubtracted_corr_0->SetLineColor(kBlack);
h1_cef3_pedSubtracted_corr_1->SetLineColor(kRed);
h1_cef3_pedSubtracted_corr_2->SetLineColor(kBlue);
h1_cef3_pedSubtracted_corr_3->SetLineColor(kMagenta);
h1_cef3_pedSubtracted_corr_muQ_0->SetLineWidth(2);
h1_cef3_pedSubtracted_corr_muQ_1->SetLineWidth(2);
h1_cef3_pedSubtracted_corr_muQ_2->SetLineWidth(2);
h1_cef3_pedSubtracted_corr_muQ_3->SetLineWidth(2);
h1_cef3_pedSubtracted_corr_muQ_0->SetLineColor(kBlack);
h1_cef3_pedSubtracted_corr_muQ_1->SetLineColor(kRed);
h1_cef3_pedSubtracted_corr_muQ_2->SetLineColor(kBlue);
h1_cef3_pedSubtracted_corr_muQ_3->SetLineColor(kMagenta);
h1_cef3_pedSubtracted_corr_muMean_0->SetLineWidth(2);
h1_cef3_pedSubtracted_corr_muMean_1->SetLineWidth(2);
h1_cef3_pedSubtracted_corr_muMean_2->SetLineWidth(2);
h1_cef3_pedSubtracted_corr_muMean_3->SetLineWidth(2);
h1_cef3_pedSubtracted_corr_muMean_0->SetLineColor(kBlack);
h1_cef3_pedSubtracted_corr_muMean_1->SetLineColor(kRed);
h1_cef3_pedSubtracted_corr_muMean_2->SetLineColor(kBlue);
h1_cef3_pedSubtracted_corr_muMean_3->SetLineColor(kMagenta);
//plot uncorr energy (before intercalibration)
TCanvas* cuncorr = new TCanvas( "cuncorr", "", 600, 600 );
cuncorr->cd();
cuncorr->SetLogy();
TH1D* histo_axes = new TH1D("cef3_0", "", 400, 0., 350.);
histo_axes->GetXaxis()->SetRangeUser(80.,350.);
histo_axes->GetYaxis()->SetRangeUser(10.,h1_cef3_0->GetMaximum()+h1_cef3_0->GetMaximum()*0.10);
histo_axes->SetXTitle( "ADC Counts" );
histo_axes->Draw();
TLegend* legend = new TLegend( 0.7, 0.7, 0.90, 0.9 );
legend->SetLineColor(0);
legend->SetFillColor(0);
legend->SetFillStyle(0);
legend->SetTextSize(0.038);
legend->AddEntry( h1_cef3_0, "channel 0", "L" );
legend->AddEntry( h1_cef3_1, "channel 1", "L" );
legend->AddEntry( h1_cef3_2, "channel 2", "L" );
legend->AddEntry( h1_cef3_3, "channel 3", "L" );
legend->Draw("same");
h1_cef3_0->Draw("same");
h1_cef3_1->Draw("same");
h1_cef3_2->Draw("same");
h1_cef3_3->Draw("same");
cuncorr->SaveAs("uncorrEnergyAllChannels.png");
cuncorr->SaveAs("uncorrEnergyAllChannels.eps");
TCanvas* cuncorr_2 = new TCanvas( "cuncorr_2", "", 600, 600 );
cuncorr_2->cd();
cuncorr_2->SetLogy();
histo_axes->GetXaxis()->SetRangeUser(120.,200.);
histo_axes->GetYaxis()->SetRangeUser(10.,h1_cef3_0->GetMaximum()+h1_cef3_0->GetMaximum()*0.10);
histo_axes->SetXTitle( "ADC Counts" );
histo_axes->Draw();
h1_cef3_0->Draw("same");
h1_cef3_1->Draw("same");
h1_cef3_2->Draw("same");
h1_cef3_3->Draw("same");
legend->Draw("same");
cuncorr_2->SaveAs("uncorrEnergyAllChannels_zoom.png");
cuncorr_2->SaveAs("uncorrEnergyAllChannels_zoom.eps");
//plot uncorr energy (before intercalibration) for pedSubtracted
TCanvas* cuncorr_pedSubtracted = new TCanvas( "cuncorr_pedSubtracted", "", 600, 600 );
cuncorr_pedSubtracted->cd();
cuncorr_pedSubtracted->SetLogy();
histo_axes->GetXaxis()->SetRangeUser(0.,250.);
histo_axes->GetYaxis()->SetRangeUser(10.,h1_cef3_pedSubtracted_0->GetMaximum()+h1_cef3_pedSubtracted_0->GetMaximum()*0.10);
histo_axes->SetXTitle( "ADC Counts" );
histo_axes->Draw();
legend->Draw("same");
h1_cef3_pedSubtracted_0->Draw("same");
h1_cef3_pedSubtracted_1->Draw("same");
h1_cef3_pedSubtracted_2->Draw("same");
h1_cef3_pedSubtracted_3->Draw("same");
cuncorr_pedSubtracted->SaveAs("uncorrEnergyAllChannelspedSubtracted.png");
cuncorr_pedSubtracted->SaveAs("uncorrEnergyAllChannelspedSubtracted.eps");
TCanvas* cuncorr_pedSubtracted_2 = new TCanvas( "cuncorr_pedSubtracted_2", "", 600, 600 );
cuncorr_pedSubtracted_2->cd();
cuncorr_pedSubtracted_2->SetLogy();
histo_axes->GetXaxis()->SetRangeUser(20.,100.);
histo_axes->GetYaxis()->SetRangeUser(10.,h1_cef3_pedSubtracted_0->GetMaximum()+h1_cef3_pedSubtracted_0->GetMaximum()*0.10);
histo_axes->SetXTitle( "ADC Counts" );
histo_axes->Draw();
h1_cef3_pedSubtracted_0->Draw("same");
h1_cef3_pedSubtracted_1->Draw("same");
h1_cef3_pedSubtracted_2->Draw("same");
h1_cef3_pedSubtracted_3->Draw("same");
legend->Draw("same");
cuncorr_pedSubtracted_2->SaveAs("uncorrEnergyAllChannelspedSubtracted_zoom.png");
cuncorr_pedSubtracted_2->SaveAs("uncorrEnergyAllChannelspedSubtracted_zoom.eps");
//intercalibration of single fibers with photoelectrons
FitResults fr_0 = fitSingleHisto( h1_cef3_0, 110., 135., 138., 185. );
FitResults fr_1 = fitSingleHisto( h1_cef3_1, 100., 125., 125., 190. );
FitResults fr_2 = fitSingleHisto( h1_cef3_2, 100., 125., 128., 190. );
FitResults fr_3 = fitSingleHisto( h1_cef3_3, 100., 125., 137., 198. );
std::vector<float> lowerFitBoundary;
lowerFitBoundary.push_back(137.);
lowerFitBoundary.push_back(125.);
lowerFitBoundary.push_back(127.);
lowerFitBoundary.push_back(137.);
FitResults fr_pedSubtracted_0 = fitSingleHisto( h1_cef3_pedSubtracted_0, 0., 0., lowerFitBoundary[0]-pedestals[0].first, 185.-pedestals[0].first );
FitResults fr_pedSubtracted_1 = fitSingleHisto( h1_cef3_pedSubtracted_1, 0., 0., lowerFitBoundary[1]-pedestals[1].first, 190.-pedestals[1].first );
FitResults fr_pedSubtracted_2 = fitSingleHisto( h1_cef3_pedSubtracted_2, 0., 0., lowerFitBoundary[2]-pedestals[2].first, 190.-pedestals[2].first );
FitResults fr_pedSubtracted_3 = fitSingleHisto( h1_cef3_pedSubtracted_3, 0., 0., lowerFitBoundary[3]-pedestals[3].first, 198.-pedestals[3].first );
std::vector<float> correctionFactors = intercalibrateFibers(fr_0,fr_1,fr_2,fr_3,true);
std::vector<float> correctionFactors_pedSubtracted = intercalibrateFibers(fr_pedSubtracted_0,fr_pedSubtracted_1,fr_pedSubtracted_2,fr_pedSubtracted_3,true);
std::vector<float> correctionFactors_pedSubtracted_muQ = intercalibrateFibers(fr_pedSubtracted_0,fr_pedSubtracted_1,fr_pedSubtracted_2,fr_pedSubtracted_3,false);
std::vector<float> mu;
mu.push_back(fr_0.mu);
mu.push_back(fr_1.mu);
mu.push_back(fr_2.mu);
mu.push_back(fr_3.mu);
float mumean=0.;
for(int i=0;i<4;i++){
mumean+=mu[i];
}
mumean=mumean/4.;
std::vector<float> correctionFactors_pedSubtracted_muMean= intercalibrateFibers(fr_pedSubtracted_0,fr_pedSubtracted_1,fr_pedSubtracted_2,fr_pedSubtracted_3,false,mumean);
for(int i=0;i<4;i++){
std::cout<<"correctionFactors "<<correctionFactors[i]<<std::endl;
std::cout<<"correctionFactors pedSub "<<correctionFactors_pedSubtracted[i]<<std::endl;
std::cout<<"correctionFactors pedSub muQ "<<correctionFactors_pedSubtracted_muQ[i]<<std::endl;
std::cout<<"correctionFactors pedSub muMean "<<correctionFactors_pedSubtracted_muMean[i]<<std::endl;
}
TRandom a;
a.SetSeed(100);
for( unsigned iEntry=0; iEntry<nentries; ++iEntry ) {
tree->GetEntry(iEntry);
if( iEntry % 5000 == 0 ) std::cout << "Entry: " << iEntry << " / " << nentries << std::endl;
for( unsigned i=0; i<40; ++i ) {
int board = adcBoard[i];
int channel= adcChannel[i];
float cef3_corr=0;
if( board==CEF3_ADC_BOARD ) {
if( channel==(CEF3_ADC_START_CHANNEL ) ){
h1_cef3_corr_0->Fill(adcData[i]*correctionFactors[0]);
if(adcData[i]>(pedestals[0].first + nSigma*pedestals[0].second)){
h1_cef3_pedSubtracted_corr_0->Fill((adcData[i]-pedestals[0].first)*correctionFactors_pedSubtracted[0]);
h1_cef3_pedSubtracted_corr_rebin_0->Fill((adcData[i]-pedestals[0].first)*correctionFactors_pedSubtracted[0]);
h1_cef3_pedSubtracted_corr_muQ_0->Fill((adcData[i]-pedestals[0].first)*correctionFactors_pedSubtracted_muQ[0]);
h1_cef3_pedSubtracted_corr_muMean_0->Fill((adcData[i]-pedestals[0].first)*correctionFactors_pedSubtracted_muMean[0]);
h1_cef3_pedSubtracted_corr_sum->Fill(a.Uniform(adcData[i]-pedestals[0].first-0.5,adcData[i]-pedestals[0].first+0.5)*correctionFactors_pedSubtracted[0]);
}
cef3_corr+=adcData[i]*correctionFactors[0];
}
else if( channel==(CEF3_ADC_START_CHANNEL+1) ){
h1_cef3_corr_1->Fill(adcData[i]*correctionFactors[1]);
if(adcData[i]>(pedestals[1].first + nSigma*pedestals[1].second)) {
h1_cef3_pedSubtracted_corr_1->Fill((adcData[i]-pedestals[1].first)*correctionFactors_pedSubtracted[1]);
h1_cef3_pedSubtracted_corr_rebin_1->Fill((adcData[i]-pedestals[1].first)*correctionFactors_pedSubtracted[1]);
h1_cef3_pedSubtracted_corr_muQ_1->Fill((adcData[i]-pedestals[1].first)*correctionFactors_pedSubtracted_muQ[1]);
h1_cef3_pedSubtracted_corr_muMean_1->Fill((adcData[i]-pedestals[1].first)*correctionFactors_pedSubtracted_muMean[1]);
h1_cef3_pedSubtracted_corr_sum->Fill(a.Uniform(adcData[i]-pedestals[1].first-0.5,adcData[i]-pedestals[1].first+0.5)*correctionFactors_pedSubtracted[1]);
}
cef3_corr+=adcData[i]*correctionFactors[1];
}
else if( channel==(CEF3_ADC_START_CHANNEL+2) ) {
h1_cef3_corr_2->Fill(adcData[i]*correctionFactors[2]);
if(adcData[i]>(pedestals[2].first + nSigma*pedestals[2].second)) {
h1_cef3_pedSubtracted_corr_2->Fill((adcData[i]-pedestals[2].first)*correctionFactors_pedSubtracted[2]);
h1_cef3_pedSubtracted_corr_rebin_2->Fill((adcData[i]-pedestals[2].first)*correctionFactors_pedSubtracted[2]);
h1_cef3_pedSubtracted_corr_muQ_2->Fill((adcData[i]-pedestals[2].first)*correctionFactors_pedSubtracted_muQ[2]);
h1_cef3_pedSubtracted_corr_muMean_2->Fill((adcData[i]-pedestals[2].first)*correctionFactors_pedSubtracted_muMean[2]);
h1_cef3_pedSubtracted_corr_sum->Fill(a.Uniform(adcData[i]-pedestals[2].first-0.5,adcData[i]-pedestals[2].first+0.5)*correctionFactors_pedSubtracted[2]);
}
cef3_corr+=adcData[i]*correctionFactors[2];
}
else if( channel==(CEF3_ADC_START_CHANNEL+3) ) {
h1_cef3_corr_3->Fill(adcData[i]*correctionFactors[3]);
if(adcData[i]>(pedestals[3].first + nSigma*pedestals[3].second)){
h1_cef3_pedSubtracted_corr_3->Fill((adcData[i]-pedestals[3].first)*correctionFactors_pedSubtracted[3]);
h1_cef3_pedSubtracted_corr_rebin_3->Fill((adcData[i]-pedestals[3].first)*correctionFactors_pedSubtracted[3]);
h1_cef3_pedSubtracted_corr_muQ_3->Fill((adcData[i]-pedestals[3].first)*correctionFactors_pedSubtracted_muQ[3]);
h1_cef3_pedSubtracted_corr_muMean_3->Fill((adcData[i]-pedestals[3].first)*correctionFactors_pedSubtracted_muMean[3]);
h1_cef3_pedSubtracted_corr_sum->Fill(a.Uniform(adcData[i]-pedestals[3].first-0.5,adcData[i]-pedestals[3].first+0.5)*correctionFactors_pedSubtracted[3]);
}
cef3_corr+=adcData[i]*correctionFactors[3];
}
h1_cef3_tot->Fill(cef3_corr);
}
}
}
//plot corr energy (after intercalibration)
TCanvas* ccorr = new TCanvas( "ccorr", "", 600, 600 );
ccorr->cd();
ccorr->SetLogy();
TH2D* h2_axes_corr = new TH2D("axes_corr", "", 10, 0., 350., 10, 10., 1.1*h1_cef3_corr_0->GetMaximum() );
h2_axes_corr->GetXaxis()->SetRangeUser(80.,350);
h2_axes_corr->SetXTitle( "ADC Counts" );
h2_axes_corr->Draw();
h1_cef3_corr_0->Draw("same");
h1_cef3_corr_1->Draw("same");
h1_cef3_corr_2->Draw("same");
h1_cef3_corr_3->Draw("same");
legend->Draw("same");
ccorr->SaveAs("corrEnergyAllChannels.png");
ccorr->SaveAs("corrEnergyAllChannels.eps");
//pedsubtracted plot
ccorr->Clear();
histo_axes->GetXaxis()->SetRangeUser(0.,250.);
histo_axes->GetYaxis()->SetRangeUser(10.,h1_cef3_pedSubtracted_0->GetMaximum()+h1_cef3_pedSubtracted_0->GetMaximum()*0.10);
histo_axes->SetXTitle( "ADC Counts" );
histo_axes->Draw();
histo_axes->Draw();
h1_cef3_pedSubtracted_corr_0->Draw("same");
h1_cef3_pedSubtracted_corr_1->Draw("same");
h1_cef3_pedSubtracted_corr_2->Draw("same");
h1_cef3_pedSubtracted_corr_3->Draw("same");
legend->Draw("same");
ccorr->SaveAs("corrEnergyAllChannelspedSubtracted.png");
ccorr->SaveAs("corrEnergyAllChannelspedSubtracted.eps");
h1_cef3_pedSubtracted_corr_sum->Rebin(2);
FitResults fr_corr_sum = fitSingleHisto_sum( h1_cef3_pedSubtracted_corr_sum, 0., 0.,13.,68.,true );
//plot for the paper. all corr channels sum and fit
ccorr->Clear();
ccorr->SetLogy(0);
ccorr->cd();
h1_cef3_pedSubtracted_corr_sum->SetLineWidth(2);
h1_cef3_pedSubtracted_corr_sum->GetXaxis()->SetRangeUser(0.,150.);
h1_cef3_pedSubtracted_corr_sum->GetYaxis()->SetRangeUser(50.,h1_cef3_pedSubtracted_corr_sum->GetMaximum()+h1_cef3_pedSubtracted_corr_sum->GetMaximum()*0.10);
h1_cef3_pedSubtracted_corr_sum->SetYTitle( "Events / 2" );
h1_cef3_pedSubtracted_corr_sum->SetXTitle( "ADC Counts" );
h1_cef3_pedSubtracted_corr_sum->Draw();
// ccorr->SetLogy(1);
TPaveText* labelTop = DrawTools::getLabelTop("Cosmic Data");
labelTop->Draw("same");
gPad->RedrawAxis();
ccorr->SaveAs("sum_fitted.png");
ccorr->SaveAs("sum_fitted.eps");
ccorr->SaveAs("sum_fitted.C");
//ccorr->SaveAs("sum_fitted_log.png");
ccorr->Clear();
h1_cef3_pedSubtracted_corr_sum->Draw();
labelTop->Draw("same");
ccorr->SetLogy(1);
ccorr->SaveAs("sum_fitted_log.png");
ccorr->SaveAs("sum_fitted_log.eps");
ccorr->SaveAs("sum_fitted_log.C");
//unconstrained fit
FitResults fr_corr_unconstrained_sum = fitSingleHisto_sum( h1_cef3_pedSubtracted_corr_sum, 0., 0.,14.,69.,false );
h1_cef3_pedSubtracted_corr_sum->GetXaxis()->SetRangeUser(0.,150.);
h1_cef3_pedSubtracted_corr_sum->GetYaxis()->SetRangeUser(50.,h1_cef3_pedSubtracted_corr_sum->GetMaximum()+h1_cef3_pedSubtracted_corr_sum->GetMaximum()*0.10);
h1_cef3_pedSubtracted_corr_sum->SetXTitle( "ADC Counts" );
h1_cef3_pedSubtracted_corr_sum->Draw();
ccorr->SetLogy(1);
ccorr->SaveAs("sum_fitted_log_unc.png");
ccorr->Clear();
ccorr->cd();
h1_cef3_pedSubtracted_corr_sum_dummy->Add(h1_cef3_pedSubtracted_corr_0);
h1_cef3_pedSubtracted_corr_sum_dummy->Add(h1_cef3_pedSubtracted_corr_1);
h1_cef3_pedSubtracted_corr_sum_dummy->Add(h1_cef3_pedSubtracted_corr_2);
h1_cef3_pedSubtracted_corr_sum_dummy->Add(h1_cef3_pedSubtracted_corr_3);
h1_cef3_pedSubtracted_corr_sum_dummy->Rebin(2);
FitResults fr_corr_sum_dummy = fitSingleHisto_sum( h1_cef3_pedSubtracted_corr_sum_dummy, 0., 0.,13.,68.,true );
h1_cef3_pedSubtracted_corr_sum_dummy->GetXaxis()->SetRangeUser(0.,150.);
h1_cef3_pedSubtracted_corr_sum_dummy->GetYaxis()->SetRangeUser(50.,h1_cef3_pedSubtracted_corr_sum->GetMaximum()+h1_cef3_pedSubtracted_corr_sum->GetMaximum()*0.10);
h1_cef3_pedSubtracted_corr_sum_dummy->SetXTitle( "ADC Counts" );
ccorr->SetLogy(0);
h1_cef3_pedSubtracted_corr_sum_dummy->Draw();
ccorr->SaveAs("sum_fitted_log_dummy.png");
std::cout<<"######################## mean random:"<<h1_cef3_pedSubtracted_corr_sum->GetMean()<<"+-"<<h1_cef3_pedSubtracted_corr_sum->GetMeanError()<<std::endl;
std::cout<<"######################## mean not random:"<<h1_cef3_pedSubtracted_corr_sum_dummy->GetMean()<<"+-"<<h1_cef3_pedSubtracted_corr_sum_dummy->GetMeanError()<<std::endl;
cuncorr_pedSubtracted_2->Clear();
cuncorr_pedSubtracted_2->cd();
cuncorr_pedSubtracted_2->SetLogy();
histo_axes->GetXaxis()->SetRangeUser(20.,100.);
histo_axes->GetYaxis()->SetRangeUser(10.,h1_cef3_pedSubtracted_0->GetMaximum()+h1_cef3_pedSubtracted_0->GetMaximum()*0.10);
histo_axes->SetXTitle( "ADC Counts" );
histo_axes->Draw();
h1_cef3_pedSubtracted_corr_0->Draw("same");
h1_cef3_pedSubtracted_corr_1->Draw("same");
h1_cef3_pedSubtracted_corr_2->Draw("same");
h1_cef3_pedSubtracted_corr_3->Draw("same");
legend->Draw("same");
cuncorr_pedSubtracted_2->SaveAs("corrEnergyAllChannelspedSubtracted_zoom.png");
cuncorr_pedSubtracted_2->SaveAs("corrEnergyAllChannelspedSubtracted_zoom.eps");
//pedsubtracted plot
ccorr->Clear();
histo_axes->GetXaxis()->SetRangeUser(0.,250.);
histo_axes->GetYaxis()->SetRangeUser(10.,h1_cef3_pedSubtracted_0->GetMaximum()+h1_cef3_pedSubtracted_0->GetMaximum()*0.10);
histo_axes->SetXTitle( "ADC Counts" );
histo_axes->Draw();
histo_axes->Draw();
h1_cef3_pedSubtracted_corr_muQ_0->Draw("same");
h1_cef3_pedSubtracted_corr_muQ_1->Draw("same");
h1_cef3_pedSubtracted_corr_muQ_2->Draw("same");
h1_cef3_pedSubtracted_corr_muQ_3->Draw("same");
legend->Draw("same");
ccorr->SaveAs("corr_muQEnergyAllChannelspedSubtracted.png");
ccorr->SaveAs("corr_muQEnergyAllChannelspedSubtracted.eps");
cuncorr_pedSubtracted_2->Clear();
cuncorr_pedSubtracted_2->cd();
cuncorr_pedSubtracted_2->SetLogy();
histo_axes->GetXaxis()->SetRangeUser(20.,100.);
histo_axes->GetYaxis()->SetRangeUser(10.,h1_cef3_pedSubtracted_0->GetMaximum()+h1_cef3_pedSubtracted_0->GetMaximum()*0.10);
histo_axes->SetXTitle( "ADC Counts" );
histo_axes->Draw();
h1_cef3_pedSubtracted_corr_muQ_0->Draw("same");
h1_cef3_pedSubtracted_corr_muQ_1->Draw("same");
h1_cef3_pedSubtracted_corr_muQ_2->Draw("same");
h1_cef3_pedSubtracted_corr_muQ_3->Draw("same");
legend->Draw("same");
cuncorr_pedSubtracted_2->SaveAs("corr_muQEnergyAllChannelspedSubtracted_zoom.png");
cuncorr_pedSubtracted_2->SaveAs("corr_muQEnergyAllChannelspedSubtracted_zoom.eps");
//pedsubtracted muMean plot
ccorr->Clear();
histo_axes->GetXaxis()->SetRangeUser(0.,250.);
histo_axes->GetYaxis()->SetRangeUser(10.,h1_cef3_pedSubtracted_0->GetMaximum()+h1_cef3_pedSubtracted_0->GetMaximum()*0.10);
histo_axes->SetXTitle( "ADC Counts" );
histo_axes->Draw();
histo_axes->Draw();
h1_cef3_pedSubtracted_corr_muMean_0->Draw("same");
h1_cef3_pedSubtracted_corr_muMean_1->Draw("same");
h1_cef3_pedSubtracted_corr_muMean_2->Draw("same");
h1_cef3_pedSubtracted_corr_muMean_3->Draw("same");
legend->Draw("same");
ccorr->SaveAs("corr_muMeanEnergyAllChannelspedSubtracted.png");
ccorr->SaveAs("corr_muMeanEnergyAllChannelspedSubtracted.eps");
cuncorr_pedSubtracted_2->Clear();
cuncorr_pedSubtracted_2->cd();
cuncorr_pedSubtracted_2->SetLogy();
histo_axes->GetXaxis()->SetRangeUser(20.,100.);
histo_axes->GetYaxis()->SetRangeUser(10.,h1_cef3_pedSubtracted_0->GetMaximum()+h1_cef3_pedSubtracted_0->GetMaximum()*0.10);
histo_axes->SetXTitle( "ADC Counts" );
histo_axes->Draw();
h1_cef3_pedSubtracted_corr_muMean_0->Draw("same");
h1_cef3_pedSubtracted_corr_muMean_1->Draw("same");
h1_cef3_pedSubtracted_corr_muMean_2->Draw("same");
h1_cef3_pedSubtracted_corr_muMean_3->Draw("same");
legend->Draw("same");
cuncorr_pedSubtracted_2->SaveAs("corr_muMeanEnergyAllChannelspedSubtracted_zoom.png");
cuncorr_pedSubtracted_2->SaveAs("corr_muMeanEnergyAllChannelspedSubtracted_zoom.eps");
TCanvas* ccorr_2 = new TCanvas( "ccorr_2", "", 600, 600 );
ccorr_2->cd();
ccorr_2->SetLogy();
h2_axes_corr->GetXaxis()->SetRangeUser(120.,200.);
h2_axes_corr->Draw();
h1_cef3_corr_0->Draw("same");
h1_cef3_corr_1->Draw("same");
h1_cef3_corr_2->Draw("same");
h1_cef3_corr_3->Draw("same");
legend->Draw("same");
ccorr_2->SaveAs("corrEnergyAllChannels_zoom.png");
ccorr_2->SaveAs("corrEnergyAllChannels_zoom.eps");
//fit corrected histos
FitResults fr_corr_0 = fitSingleHisto( h1_cef3_corr_0, 0.966779*120., 0.966779*130., 0.966779*138., 0.966779*185. );
FitResults fr_corr_1 = fitSingleHisto( h1_cef3_corr_1, 1.04148*100., 1.04148*125., 1.04148*125., 1.04148*189. );
FitResults fr_corr_2 = fitSingleHisto( h1_cef3_corr_2, 1.01311*100., 1.01311*125., 1.01311*128., 1.01311*189. );
FitResults fr_corr_3 = fitSingleHisto( h1_cef3_corr_3, 0.984112*100., 0.984112*125., 0.984112*137., 0.984112*200. );
FitResults fr_pedSubtracted_corr_0 = fitSingleHisto( h1_cef3_pedSubtracted_corr_0, 0., 0., lowerFitBoundary[0]+2-pedestals[0].first, 188.-pedestals[0].first );
FitResults fr_pedSubtracted_corr_1 = fitSingleHisto( h1_cef3_pedSubtracted_corr_1, 0., 0., lowerFitBoundary[1]-3-pedestals[1].first, 182.-pedestals[1].first );
FitResults fr_pedSubtracted_corr_2 = fitSingleHisto( h1_cef3_pedSubtracted_corr_2, 0., 0., lowerFitBoundary[2]+1-pedestals[2].first, 188.-pedestals[2].first );
FitResults fr_pedSubtracted_corr_3 = fitSingleHisto( h1_cef3_pedSubtracted_corr_3, 0., 0., lowerFitBoundary[3]+1-pedestals[3].first, 198.-pedestals[3].first );
FitResults fr_pedSubtracted_corr_rebin_0 = fitSingleHisto( h1_cef3_pedSubtracted_corr_rebin_0, 0., 0., lowerFitBoundary[0]+2-pedestals[0].first, 189.-pedestals[0].first );
FitResults fr_pedSubtracted_corr_rebin_1 = fitSingleHisto( h1_cef3_pedSubtracted_corr_rebin_1, 0., 0., lowerFitBoundary[1]-3-pedestals[1].first, 177.-pedestals[1].first );
FitResults fr_pedSubtracted_corr_rebin_2 = fitSingleHisto( h1_cef3_pedSubtracted_corr_rebin_2, 0., 0., lowerFitBoundary[2]+1-pedestals[2].first, 181.-pedestals[2].first );
FitResults fr_pedSubtracted_corr_rebin_3 = fitSingleHisto( h1_cef3_pedSubtracted_corr_rebin_3, 0., 0., lowerFitBoundary[3]+1-pedestals[3].first, 196.-pedestals[3].first );
h1_cef3_0->Write();
h1_cef3_1->Write();
h1_cef3_2->Write();
h1_cef3_3->Write();
h1_cef3_tot->Write();
h1_cef3_corr_0->Write();
h1_cef3_corr_1->Write();
h1_cef3_corr_2->Write();
h1_cef3_corr_3->Write();
h1_cef3_corr_tot->Write();
outFile->Write();
doSummaryPlots(fr_pedSubtracted_0,fr_pedSubtracted_1,fr_pedSubtracted_2,fr_pedSubtracted_3,fr_pedSubtracted_corr_0,fr_pedSubtracted_corr_1,fr_pedSubtracted_corr_2,fr_pedSubtracted_corr_3);
return 0;
}
void Plots(TString plots="4Jets", TString sys="", bool EvtNorm=false){
/****************
Style
****************/
gROOT->SetStyle("Plain");
gStyle->SetOptFit(1000);
gStyle->SetOptStat("emruo");
gStyle->SetOptStat(kFALSE);
gStyle->SetPadTickY(1);
gStyle->SetPadTickX(1);
gROOT->ProcessLine(".L /home/brochero/ttbar/TopCodeljets/tdrStyle.C");
setTDRStyle();
Int_t chatch = 1756;
TColor *color = new TColor(chatch, 0.3, 0.5, 0.5, "", 0.45); // alpha = 0.5
TString files = dirnameIn + fl;
/****************
Channel
****************/
TString channel[3];
channel[0] = "mujets";
channel[1] = "ejets";
channel[2] = "lepjet";
/****************
Data
****************/
std::vector<histos> DataMu;
DataMu = loadhistograms(plots, files + "_DataSingleMu");
std::vector<histos> DataEG;
DataEG = loadhistograms(plots, files + "_DataSingleEG");
std::vector<histos> Data;
Data = addhistograms(DataMu, DataEG);
setuphistograms(Data, kBlack);
/****************
ttbar Signal
****************/
std::vector<histos> ttbar_0;
ttbar_0 = loadhistograms(plots, files + "_ttbar-PowhegPythia");
setuphistograms(ttbar_0, kRed+1);
std::vector<histos> ttbar_1;
ttbar_1 = loadhistograms(plots, files + "_ttbar-MCatNLO");
setuphistograms(ttbar_1, kRed+2);
std::vector<histos> ttbar_2;
ttbar_2 = loadhistograms(plots, files + "_ttbar-Madgraph");
setuphistograms(ttbar_2, kRed+3);
/****************
Z+Jets
****************/
std::vector<histos> ZJets;
ZJets = loadhistograms(plots, files + "_ZJets");
setuphistograms(ZJets, kAzure-2);
/****************
VV
****************/
std::vector<histos> WW;
WW = loadhistograms(plots, files + "_WW");
std::vector<histos> WZ;
WZ = loadhistograms(plots, files + "_WZ");
std::vector<histos> ZZ;
ZZ = loadhistograms(plots, files + "_ZZ");
std::vector<histos> VV;
VV = addhistograms(WW, WZ);
VV = addhistograms(VV, ZZ);
setuphistograms(VV, kYellow-3);
/****************
Single Top
****************/
std::vector<histos> tW;
tW = loadhistograms(plots, files + "_tW");
std::vector<histos> tbarW;
tbarW = loadhistograms(plots, files + "_tbarW");
std::vector<histos> t_tch;
t_tch = loadhistograms(plots, files + "_t-tchannel");
std::vector<histos> tbar_tch;
tbar_tch = loadhistograms(plots, files + "_tbar-tchannel");
std::vector<histos> Single_top;
Single_top = addhistograms(tW, tbarW);
Single_top = addhistograms(Single_top, t_tch);
Single_top = addhistograms(Single_top, tbar_tch);
setuphistograms(Single_top, kPink-3);
/****************
W+Jets
****************/
std::vector<histos> WJets;
WJets = loadhistograms(plots, files + "_WJets");
setuphistograms(WJets, kGreen-3);
/****************
ttbar Bkg
****************/
std::vector<histos> ttbar_bkg;
ttbar_bkg = loadhistograms(plots, files + "_ttbar-PowhegPythiaBkg");
setuphistograms(ttbar_bkg, kViolet-3);
/****************
QCD
****************/
std::vector<histos> QCD;
QCD = loadhistograms(plots, files + "_QCD-MuEnr");
setuphistograms(QCD, kOrange-3);
/****************
Stacks
****************/
std::vector<histos> Stack_bkg;
std::vector<histos> Stack;
histos st_bkg;
histos st;
for(unsigned int h=0; h<WJets.size(); h++){
TString variable;
for(int ch=0; ch<3; ch++){
st.mc[ch] = new THStack(variable, "");
st_bkg.mc[ch] = new THStack(variable, "");
st.mc[ch]->SetHistogram( (TH1F*)WJets[h].hist[ch]->Clone());
st_bkg.mc[ch]->SetHistogram( (TH1F*)WJets[h].hist[ch]->Clone());
}
Stack.push_back(st);
Stack_bkg.push_back(st_bkg);
}
//-------------------------------------------------------
// Background Stack
Stack_bkg = addstack(Stack_bkg, WJets);
Stack_bkg = addstack(Stack_bkg, QCD);
Stack_bkg = addstack(Stack_bkg, Single_top);
Stack_bkg = addstack(Stack_bkg, VV);
Stack_bkg = addstack(Stack_bkg, ttbar_bkg);
Stack_bkg = addstack(Stack_bkg, ZJets);
//-------------------------------------------------------
// Stack
Stack = addstack(Stack, WJets);
Stack = addstack(Stack, QCD);
Stack = addstack(Stack, Single_top);
Stack = addstack(Stack, VV);
Stack = addstack(Stack, ttbar_bkg);
Stack = addstack(Stack, ZJets);
Stack = addstack(Stack, ttbar_0);
//-------------------------------------------------------
// other ttbar Generators
ttbar_1 = addhistograms(ttbar_1, Stack_bkg);
ttbar_2 = addhistograms(ttbar_2, Stack_bkg);
/****************
Draw Histos
****************/
TCanvas *histocanvas;
histocanvas = new TCanvas("plots", "Plots");
for(unsigned int h=0; h<WJets.size(); h++){
for(int ch=0; ch<3; ch++){
histocanvas->Divide(1,2);
TPad *pad[2];
//Plot Pad
pad[0] = (TPad*)histocanvas->GetPad(1);
pad[0]->SetPad(0.01, 0.23, 0.99, 0.99);
pad[0]->SetTopMargin(0.1);
pad[0]->SetRightMargin(0.04);
//Ratio Pad
pad[1] = (TPad*)histocanvas->GetPad(2);
pad[1]->SetPad(0.01, 0.02, 0.99, 0.3);
gStyle->SetGridWidth(0.5);
gStyle->SetGridColor(14);
pad[1]->SetGridx();
pad[1]->SetGridy();
pad[1]->SetTopMargin(0.05);
pad[1]->SetBottomMargin(0.4);
pad[1]->SetRightMargin(0.04);
//-------------------------------------------------------
// Stack
pad[0]->cd();
Stack[h].mc[ch]->Draw("hist");
Stack[h].mc[ch]->GetYaxis()->SetTitle("Events");
Stack[h].mc[ch]->GetYaxis()->SetTitleOffset(1.2);
Stack[h].mc[ch]->GetYaxis()->SetTitleSize(0.07);
Stack[h].mc[ch]->GetYaxis()->SetLabelSize(0.055);
Stack[h].mc[ch]->GetYaxis()->SetNdivisions(607);
//Stack[h].mc[ch]->GetYaxis()->SetLabelSize(0.05);
TGaxis *hYaxis = (TGaxis*)Stack[h].mc[ch]->GetYaxis();
//hYaxis->SetMaxDigits(3);
Stack[h].mc[ch]->GetXaxis()->SetLabelSize(0.0);
Stack[h].mc[ch]->GetXaxis()->SetTitle("");
float maxh = Data[h].hist[ch]->GetMaximum();
if(maxh < Stack[h].mc[ch]->GetMaximum()) maxh = Stack[h].mc[ch]->GetMaximum();
Stack[h].mc[ch]->SetMaximum(1.7*maxh);
//-------------------------------------------------------
// Band error
TGraphErrors *thegraph = new TGraphErrors(Stack[h].hist[ch]);
thegraph->SetName("thegraph");
thegraph->SetFillStyle(1001);
thegraph->SetFillColor(chatch);
thegraph->SetLineColor(chatch);
thegraph->Draw("e2SAME");
//-------------------------------------------------------
// Other ttbar generators
ttbar_1[h].hist[ch]->SetLineColor(6);
ttbar_1[h].hist[ch]->SetLineStyle(2);
ttbar_1[h].hist[ch]->SetFillColor(0);
ttbar_1[h].hist[ch]->Draw("histoSAME");
ttbar_2[h].hist[ch]->SetLineColor(8);
ttbar_2[h].hist[ch]->SetLineStyle(4);
ttbar_2[h].hist[ch]->SetFillColor(0);
ttbar_2[h].hist[ch]->Draw("histoSAME");
//-------------------------------------------------------
// Data Histogram
Data[h].hist[ch]->SetMarkerStyle(20);
Data[h].hist[ch]->SetMarkerSize(0.7);
Data[h].hist[ch]->Draw("SAME");
/***********************
Legends
***********************/
TLegend *leg;
float legx1=0.76;
float legy1=0.54;
float legx2=0.90;
float legy2=0.87;
leg = new TLegend(legx1,legy1,legx2,legy2);
leg->SetFillColor(0);
leg->SetLineColor(1);
leg->SetTextFont(62);
leg->SetTextSize(0.03);
leg->AddEntry(Data[h].hist[ch],"Data","PL");
leg->AddEntry(ttbar_0[h].hist[ch],"t#bar{t} Signal","F");
leg->AddEntry(ZJets[h].hist[ch],"Z+Jets","F");
leg->AddEntry(ttbar_bkg[h].hist[ch],"t#bar{t} Bkg","F");
leg->AddEntry(VV[h].hist[ch],"VV","F");
leg->AddEntry(Single_top[h].hist[ch],"Single t","F");
leg->AddEntry(QCD[h].hist[ch],"QCD","F");
leg->AddEntry(WJets[h].hist[ch],"W+Jets","F");
leg->AddEntry("thegraph","Uncertainty","F");
leg->AddEntry((TObject*)0,"","");
leg->AddEntry(ttbar_1[h].hist[ch],"MC@NLO","L");
leg->AddEntry(ttbar_2[h].hist[ch],"Madgraph","L");
leg->Draw("SAME");
//-------------------------------------------------------
// CMS
TString htitleCMSChannel[3];
htitleCMSChannel[0] = "#mu^{#pm}+jets channel";
htitleCMSChannel[1] = "e^{#pm}+jets channel";
htitleCMSChannel[2] = "l^{#pm}+jets channel";
titlePr = new TLatex(-20.,50.,"Preliminary");
titlePr->SetNDC();
titlePr->SetTextAlign(12);
titlePr->SetX(0.25);
titlePr->SetY(0.93);
titlePr->SetTextColor(2);
titlePr->SetTextFont(42);
titlePr->SetTextSize(0.05);
titlePr->SetTextSizePixels(24);
titlePr->Draw("SAME");
title = new TLatex(-20.,50.,"CMS #sqrt{s} = 13TeV, L = 42 pb^{-1}(50ns)");
title->SetNDC();
title->SetTextAlign(12);
title->SetX(0.20);
title->SetY(0.83);
title->SetTextFont(42);
title->SetTextSize(0.05);
title->SetTextSizePixels(24);
title->Draw("SAME");
chtitle = new TLatex(-20.,50.,htitleCMSChannel[ch]);
chtitle->SetNDC();
chtitle->SetTextAlign(12);
chtitle->SetX(0.20);
chtitle->SetY(0.75);
chtitle->SetTextFont(42);
chtitle->SetTextSize(0.05);
chtitle->SetTextSizePixels(24);
chtitle->Draw("SAME");
/***********************
Ratio
***********************/
pad[1]->cd();
//-------------------------------------------------------
//Graph Ratio Clone
TH1F *Ratio;
Ratio = (TH1F*)Data[h].hist[ch]->Clone();
Ratio->Divide(Stack[h].hist[ch]);
TH1F *RatioSyst;
RatioSyst = (TH1F*)Data[h].hist[ch]->Clone();
RatioSyst->Divide(Stack[h].hist[ch]); // Should be the histogram with the Total Syst. Unc.
std::vector<double> ratioContent;
for(unsigned int b_r = 1; b_r <= RatioSyst->GetNbinsX(); b_r++){
RatioSyst->SetBinContent(b_r,1.0);
//RatioSyst->SetBinError(b_r,0.15); // Tempotal!!!
}
Ratio->SetMarkerStyle(20);
Ratio->SetMarkerSize(0.5);
Ratio->SetMarkerColor(1);
Ratio->SetLineColor(1);
Ratio->SetLineWidth(1);
Ratio->SetMaximum(2);
Ratio->SetMinimum(0);
Ratio->SetTitle("");
Ratio->GetYaxis()->SetTitle("Obs/Exp");
Ratio->GetYaxis()->CenterTitle();
Ratio->GetYaxis()->SetTitleOffset(0.45);
Ratio->GetYaxis()->SetTitleSize(0.16);
Ratio->GetYaxis()->SetLabelSize(0.15);
Ratio->GetYaxis()->SetNdivisions(402);
Ratio->GetXaxis()->SetNdivisions(509);
Ratio->GetXaxis()->SetTitleOffset(1.1);
Ratio->GetXaxis()->SetLabelSize(0.20);
Ratio->GetXaxis()->SetTitleSize(0.16);
Ratio->SetMinimum(0.6);
Ratio->SetMaximum(1.4);
TGraphErrors *thegraphRatioSyst = new TGraphErrors(RatioSyst);
thegraphRatioSyst->SetFillStyle(1001);
thegraphRatioSyst->SetFillColor(chatch);
thegraphRatioSyst->SetName("thegraphRatioSyst");
//-------------------------------------------------------
//Graph Ratio other ttbar generators
TH1F *Ratio_1;
Ratio_1 = (TH1F*)Data[h].hist[ch]->Clone();
Ratio_1->Divide(ttbar_1[h].hist[ch]);
Ratio_1->SetLineColor(6);
Ratio_1->SetLineStyle(2);
Ratio_1->SetLineWidth(2);
Ratio_1->SetFillColor(0);
TH1F *Ratio_2;
Ratio_2 = (TH1F*)Data[h].hist[ch]->Clone();
Ratio_2->Divide(ttbar_2[h].hist[ch]);
Ratio_2->SetLineColor(8);
Ratio_2->SetLineStyle(4);
Ratio_2->SetLineWidth(2);
Ratio_2->SetFillColor(0);
//-------------------------------------------------------
// Draw Ratios
Ratio->Draw();
thegraphRatioSyst->Draw("e2");
Ratio->Draw("histpSAME");
Ratio_1->Draw("histSAME");
Ratio_2->Draw("histSAME");
/***********************
Save Histos
***********************/
TString dirfigname_pdf=dirnameIn + "figures_" + fl + "/pdf/";
// make a dir if it does not exist!!
gSystem->mkdir(dirfigname_pdf, kTRUE);
histocanvas->SaveAs(dirfigname_pdf + WJets[h].hist[ch]->GetName() + ".pdf");
// clear Canvas
histocanvas->Clear();
}
}
} //end Plots.C
void nbx_step_check(const char * filename="counts.root")
{
TFile * infile = new TFile(filename,"READ");
TTree * tr = (TTree*) infile->Get("sca");
Int_t NRUNS_tmp = tr->GetMaximum("i");
const Int_t NRUNS = NRUNS_tmp;
TH1D * h[NRUNS];
char h_n[NRUNS][256];
char h_t[NRUNS][256];
char cut[NRUNS][256];
TCanvas * c = new TCanvas("c","c",1400,1000);
Double_t max;
Double_t step[NRUNS][120];
Double_t step_e[NRUNS][120];
Double_t bx_arr[120];
Double_t bx_arr_e[120];
for(Int_t b=0; b<120; b++)
{
bx_arr[b]=b;
bx_arr_e[b]=0;
};
TGraphErrors * tg[NRUNS];
for(Int_t i=0; i<NRUNS; i++)
{
printf("i=%d\n",i);
sprintf(h_n[i],"nbx_bx_%d",i+1);
sprintf(h_t[i],"N_{bx} vs. bXing for i=%d",i+1);
h[i] = new TH1D(h_n[i],h_n[i],120,0,120);
sprintf(cut[i],"tot_bx*(i==%d)",i+1);
tr->Project(h_n[i],"bx",cut[i]);
max = h[i]->GetMaximum();
//h[i]->Scale(1/max);
for(Int_t b=1; b<=119; b++)
{
step[i][b] = h[i]->GetBinContent(b) - h[i]->GetBinContent(b+1);
step_e[i][b] = sqrt(step[i][b]);
};
tg[i] = new TGraphErrors(120,bx_arr,step[i],bx_arr_e,step_e[i]);
c->Clear();
c->SetGrid(1,1);
tg[i]->SetMarkerStyle(kFullCircle);
tg[i]->Draw("ape");
if(i==0) c->Print("nbx_step_check.pdf(","pdf");
else if(i+1==NRUNS) c->Print("nbx_step_check.pdf)","pdf");
else c->Print("nbx_step_check.pdf");
};
};
