void simplePlotter(){
const unsigned int n = 6;
TFile* ftt[n];
// diboson
char* names[n] = {"BB-4p-0-500_100TEV_40PileUp",
"BB-4p-500-1500_100TEV_40PileUp",
"BB-4p-1500-3000_100TEV_40PileUp",
"BB-4p-3000-5500_100TEV_40PileUp",
"BB-4p-5500-9000_100TEV_40PileUp",
"BB-4p-9000-100000_100TEV_40PileUp"};
char* labels[n] = {"S*_{T} < 1 TeV","S*_{T} 1-2 TeV","S*_{T} 2-3.5 TeV","S*_{T} 3.5-5.5 TeV","S*_{T} 5.5-8.5 TeV","S*_{T} > 8.5 TeV"};
int colors[n] = { 2 , 3 , 4 , 5 , 6 , 7 };
TH1F* hst[n];
THStack* htstack = new THStack();
TLegend *leg = new TLegend(0.5,0.5,0.8,0.8);
for( int i = 0 ; i < n ; i++ ){
ftt[i] = TFile::Open(Form("output/%s.root",names[i]));
hst[i] = (TH1F*) ftt[i]->Get("st");
hst[i]->SetFillColor(colors[i]);
cout << "Integral " << i << " " << hst[i]->Integral() << endl;
hst[i]->GetXaxis()->SetTitle("S_{T} [GeV]");
hst[i]->GetYaxis()->SetTitle("events");
leg->AddEntry( hst[i] , labels[i] , "lf" );
htstack->Add(hst[i]);
}
TCanvas *c2 = new TCanvas("c2","c2",1200,600);
c2->cd();
gStyle->SetOptStat(0);
gPad->SetLogy();
htstack->Draw();
htstack->GetXaxis()->SetTitle("S_{T} [GeV]");
htstack->GetYaxis()->SetTitle("events");
TLatex *t = new TLatex();
t->SetNDC();
t->DrawLatex(0.5,0.85,"t#bar{t} events, 100 TeV, L = 1 pb^{-1}");
leg->SetBorderSize(0);
leg->SetFillColor(0);
leg->Draw();
}
void DrawEmpirical(const char* filename="Empirical.root",
Bool_t fmd=true)
{
gStyle->SetOptTitle(0);
TFile* file = TFile::Open(filename, "READ");
if (!file) return;
Double_t yr = 0.3;
TCanvas* c = new TCanvas("c","c", 1000,1000);
TPad* p1 = new TPad("p1","p1",0,0,1,yr);
TPad* p2 = new TPad("p2","p2",0,yr,1,1);
c->cd(); p1->Draw();
c->cd(); p2->Draw();
gDirectory->cd("Forward");
THStack* r = DrawOne(p1, yr, false, gDirectory, "ratios");
THStack* e = DrawOne(p2, yr, true, gDirectory, "empirical");
r->SetMinimum(0.945);
r->SetMaximum(1.055);
r->GetXaxis()->SetTitle("#it{#eta}");
r->GetYaxis()->SetTitle("Ratio to mean");
e->SetMinimum(0.005);
e->GetYaxis()->SetTitle("#it{E_{c}}(#it{#eta})");
TIter nextE(e->GetHists());
TIter nextR(r->GetHists());
TH1* hist = 0;
Color_t cols[] = { kRed+2, kGreen+2, kBlue+2, kMagenta+2, 0 };
Color_t *ptr = cols;
Style_t stys[] = { 20, 21, 22, 23 };
Style_t* sty = stys;
while (*ptr) {
hist = static_cast<TH1*>(nextE());
hist->SetMarkerColor(*ptr);
hist->SetMarkerSize(2);
hist->SetMarkerStyle(*sty);
hist = static_cast<TH1*>(nextR());
hist->SetMarkerColor(*ptr);
hist->SetMarkerSize(2);
hist->SetMarkerStyle(*sty);
ptr++;
sty++;
}
TLegend* l = p2->BuildLegend(0.35, .2, .65, .8);
l->SetFillColor(0);
l->SetFillStyle(0);
l->SetBorderSize(0);
c->Modified();
c->Update();
c->cd();
c->Print("empirical.png");
}
// Do the loop here, so that we can use options like "errors"
void Draw( const TString & xTitle = "", const TString & yTitle = "", const bool errors = false ) {
// Create a new THStack so that it handle tha maximum
// THStack stack(name_, title_);
THStack * stack = new THStack(name_, title_);
int colorIndex = 0;
if( !(histoList_.empty()) ) {
std::vector<TH1*>::iterator histoIter = histoList_.begin();
for( ; histoIter != histoList_.end(); ++histoIter, ++colorIndex ) {
TH1 * histo = *histoIter;
if(errors) histo->Sumw2();
// histo->SetNormFactor(1);
if( colorIndex < 4 ) histo->SetLineColor(colors_[colorIndex]);
else histo->SetLineColor(colorIndex);
// Draw and get the maximum value
TString normalizedHistoName(histo->GetName());
TH1 * normalizedHisto = (TH1*)histo->Clone(normalizedHistoName+"clone");
normalizedHisto->Scale(1/normalizedHisto->Integral());
stack->Add(normalizedHisto);
}
// Take the maximum of all the drawed histograms
// First we need to draw the histogram, or getAxis() will return 0... (see root code...)
canvas_->Draw();
canvas_->cd();
stack->Draw("nostack");
stack->GetYaxis()->SetTitleOffset(1.2);
stack->GetYaxis()->SetTitle(yTitle);
stack->GetXaxis()->SetTitle(xTitle);
stack->GetXaxis()->SetTitleColor(kBlack);
stack->Draw("nostack");
legend_->Draw("same");
canvas_->Update();
canvas_->Draw();
canvas_->ForceUpdate();
//canvas_->Print("test.pdf");
canvas_->Write();
}
}
void createPlotsReco(const char * reco_file, const char * label, TH1D ** cumulative_matbdg) {
std::vector<std::string> sDETS = {"Phase2PixelBarrel", "Phase22OTBarrel", "Phase2PixelEndcap", "Phase2OTForward" };
std::vector<unsigned int> sLAYS = {4, 6, 12, 5};
std::vector<std::string> sPREF = {"Original_RadLen_vs_Eta_", "RadLen_vs_Eta_"};
std::vector<int> sCOLORS = {kRed, kBlue, kGreen, kYellow, kOrange, kPink};
std::vector<TProfile*> profs;
std::vector<TH1D*> histos;
std::vector<TH1D*> diffs;
std::vector<THStack *> stack;
char name[1000];
TCanvas * c = new TCanvas("c", "c", 1024, 1024);
struct stat sb;
if (stat(reco_file, &sb) == -1 ) {
std::cerr << "Error opening file: " << reco_file << std::endl;
return;
}
TFile * file = new TFile(reco_file);
char prefix[100] = "/DQMData/Run 1/RecoMaterialFromRecoTracks/Run summary/";
file->cd(prefix);
file->ls();
THStack *hs = new THStack("hs","");
for (unsigned int s = 0; s < sPREF.size(); ++s) {
histos.clear();
profs.clear();
stack.push_back(new THStack("hs",""));
THStack * hs = stack.back();
for (unsigned int i = 0; i < sDETS.size(); ++i) {
for (unsigned int j = 1; j <= sLAYS[i]; ++j) {
memset(name, 0, sizeof(name));
snprintf(name, sizeof(name), "%s%s%s%d", prefix, sPREF[s].data(), sDETS[i].data(), j);
profs.push_back((TProfile*)file->Get(name));
if (profs.back()) {
histos.push_back(profs.back()->ProjectionX("_px", "hist"));
diffs.push_back(histos.back());
histos.back()->SetFillColor(sCOLORS[i]+j);
histos.back()->SetLineColor(sCOLORS[i]+j+1);
} else {
std::cout << "Missing profile " << name << std::endl;
}
} // end of sLAYS
} // end of sDETS
memset(name, 0, sizeof(name));
snprintf(name, sizeof(name), "CumulativeRecoMatBdg_%s", sPREF[s].data());
if (sPREF[s] == "RadLen_vs_Eta_") {
*cumulative_matbdg = new TH1D(name,
name,
histos.front()->GetNbinsX(),
histos.front()->GetXaxis()->GetXmin(),
histos.front()->GetXaxis()->GetXmax());
}
for (auto h : histos) {
hs->Add(h);
if (*cumulative_matbdg)
(*cumulative_matbdg)->Add(h, 1.);
}
hs->Draw();
hs->GetYaxis()->SetTitle("RadLen");
c->Update();
c->Modified();
c->SaveAs(std::string(sPREF[s]+std::string("stacked_")+std::string(label)+std::string(".png")).data());
} // end of sPREF
stack.push_back(new THStack("diff",""));
hs = stack.back();
for (unsigned int d = 0; d < diffs.size()/2; ++d) {
diffs[d+diffs.size()/2]->Add(diffs[d], -1.);
hs->Add(diffs[d+diffs.size()/2]);
} // end of diffs
hs->Draw();
hs->GetYaxis()->SetTitle("RadLen");
c->Update();
c->Modified();
std::string outfile("RadLen_difference_");
outfile += label;
outfile += ".png";
c->SaveAs(outfile.data());
}
void doPlotsMuon(){
setTDRStyle();
//loop over variables
for(int i = 0; i<1; i++){
double MinX = MinXs[i];
double MaxX = MaxXs[i];
Variable = Variables[i];
TString Xtitle = XTitles[i];
//Data
TH1D* data = getSample("SingleMu", 1, Obj, Variable, Isolation, rebinFact, "central");
//MC
TH1D* tt = getSample("TTJet", lumi*225.2/6920475, Obj, Variable, Isolation, rebinFact, Systematic);
//ttbar individual
// TH1D* tt_semi = getSample("TTJet_SemiLept", lumi*225.2/6920475, Obj, Variable, Isolation, rebinFact, Systematic);
// TH1D* tt_lep = getSample("TTJet_FullLept", lumi*225.2/6920475, Obj, Variable, Isolation, rebinFact, Systematic);
// TH1D* tt_had = getSample("TTJet_Hadronic", lumi*225.2/6920475, Obj, Variable, Isolation, rebinFact, Systematic);
TH1D* wjets = getSample("W1Jet", lumi*37509/57708550, Obj, Variable, Isolation, rebinFact, Systematic);
TH1D* w1jets = getSample("W1Jet", lumi*5400.0/23140779, Obj, Variable, Isolation, rebinFact, Systematic);
TH1D* w2jets = getSample("W2Jets", lumi*1750.0/34041404, Obj, Variable, Isolation, rebinFact, Systematic);
TH1D* w3jets = getSample("W3Jets", lumi*519.0/15536443, Obj, Variable, Isolation, rebinFact, Systematic);
TH1D* w4jets = getSample("W4Jets", lumi*214.0/13370904, Obj, Variable, Isolation, rebinFact, Systematic);
TH1D* zjets = getSample("DY1JetsToLL", lumi*5745.25/30457954, Obj, Variable, Isolation, rebinFact, Systematic);
TH1D* z1jets = getSample("DY1JetsToLL", lumi*561.0/24042904, Obj, Variable, Isolation, rebinFact, Systematic);
TH1D* z2jets = getSample("DY2JetsToLL", lumi*181.0/21835749, Obj, Variable, Isolation, rebinFact, Systematic);
TH1D* z3jets = getSample("DY3JetsToLL", lumi*51.1/11010628, Obj, Variable, Isolation, rebinFact, Systematic);
TH1D* z4jets = getSample("DY4JetsToLL", lumi*23.04/6391785, Obj, Variable, Isolation, rebinFact, Systematic);
TH1D* qcd = getSample("QCD_Pt-15to20_MuEnrichedPt5", lumi*34679.3/8500505, Obj, Variable, Isolation, rebinFact, Systematic);
TH1D* qcd1 = getSample("QCD_Pt-15to20_MuEnrichedPt5", lumi*7.022e8 * 0.0039/1722678, Obj, Variable, Isolation, rebinFact, Systematic);
TH1D* qcd2 = getSample("QCD_Pt-20to30_MuEnrichedPt5", lumi*2.87e8 * 0.0065/8486893, Obj, Variable, Isolation, rebinFact, Systematic);
TH1D* qcd3 = getSample("QCD_Pt-30to50_MuEnrichedPt5", lumi*6.609e7 * 0.0122/8928999, Obj, Variable, Isolation, rebinFact, Systematic);
TH1D* qcd4 = getSample("QCD_Pt-50to80_MuEnrichedPt5", lumi*8082000.0 * 0.0218/7256011, Obj, Variable, Isolation, rebinFact, Systematic);
TH1D* qcd5 = getSample("QCD_Pt-80to120_MuEnrichedPt5", lumi*1024000.0 * 0.0395/9030624, Obj, Variable, Isolation, rebinFact, Systematic);
TH1D* qcd6 = getSample("QCD_Pt-120to170_MuEnrichedPt5", lumi*157800.0 * 0.0473/8500505, Obj, Variable, Isolation, rebinFact, Systematic);
TH1D* qcd7 = getSample("QCD_Pt-170to300_MuEnrichedPt5", lumi*34020.0 * 0.0676/7662483, Obj, Variable, Isolation, rebinFact, Systematic);
TH1D* qcd8 = getSample("QCD_Pt-300to470_MuEnrichedPt5", lumi*1757.0 * 0.0864/7797481, Obj, Variable, Isolation, rebinFact, Systematic);
TH1D* qcd9 = getSample("QCD_Pt-470to600_MuEnrichedPt5", lumi*115.2 * 0.1024/2995767, Obj, Variable, Isolation, rebinFact, Systematic);
TH1D* qcd10 = getSample("QCD_Pt-800to1000_MuEnrichedPt5",lumi*3.57 * 0.1033/4047142, Obj, Variable, Isolation, rebinFact, Systematic);
TH1D* qcd11 = getSample("QCD_Pt-1000_MuEnrichedPt5", lumi*0.774 * 0.1097/3807263, Obj, Variable, Isolation, rebinFact, Systematic);
TH1D* top_t = getSample("T_t-channel", lumi*56.4/3757707, Obj, Variable, Isolation, rebinFact, Systematic);
TH1D* top_tw = getSample("T_tW-channel", lumi*11.1/497395, Obj, Variable, Isolation, rebinFact, Systematic);
TH1D* top_s = getSample("T_s-channel", lumi*3.79/249516, Obj, Variable, Isolation, rebinFact, Systematic);
TH1D* tbar_t = getSample("Tbar_t-channel", lumi*30.7/1934817, Obj, Variable, Isolation, rebinFact, Systematic);
TH1D* tbar_tw = getSample("Tbar_tW-channel", lumi*11.1/493239, Obj, Variable, Isolation, rebinFact, Systematic);
TH1D* tbar_s = getSample("Tbar_s-channel", lumi*1.76/139948, Obj, Variable, Isolation, rebinFact, Systematic);
//make combined top and single top template
TH1D* sing_top = (TH1D*)top_t->Clone("top");
sing_top->Add(top_tw);sing_top->Add(top_s); sing_top->Add(tbar_t); sing_top->Add(tbar_tw);sing_top->Add(tbar_s);
if(inclQ == true){
qcd->Add(qcd);
}else{
qcd1->Add(qcd2);
qcd1->Add(qcd3);
qcd1->Add(qcd4);
qcd1->Add(qcd5);
qcd1->Add(qcd6);
qcd1->Add(qcd7);
qcd1->Add(qcd8);
qcd1->Add(qcd9);
qcd1->Add(qcd10);
qcd1->Add(qcd11);
}
TH1D* qcd_data = getQCD(Obj, Variable, rebinFact);
qcd_data->Scale(qcd1->Integral());
THStack *hs = new THStack("hs","test");
if(inclQ == true){
hs->Add(qcd_data);
}else{
hs->Add(qcd_data);
}
zjets->Add(z2jets);
zjets->Add(z3jets);
zjets->Add(z4jets);
wjets->Add(w2jets);
wjets->Add(w3jets);
wjets->Add(w4jets);
hs->Add(zjets);
hs->Add(wjets);
hs->Add(top_t);
hs->Add(top_tw);
hs->Add(top_s);
hs->Add(tbar_t);
hs->Add(tbar_tw);
hs->Add(tbar_s);
hs->Add(tt);
TH1D* allMC = (TH1D*)tt->Clone("allMC");
allMC->Add(sing_top); allMC->Add(wjets); allMC->Add(zjets); allMC->Add(qcd1);
cout << "tt: " << tt->Integral() << " wjets: " << wjets->Integral() << " zjets: " << zjets->Integral() << " single top: " << sing_top->Integral() << " qcd: " << qcd1->Integral() << " all: " << allMC->Integral() << " data: " << data->Integral() << endl;
//draw histos to files
TCanvas *c1 = new TCanvas("Plot","Plot",900, 600);
hs->SetMaximum(data->GetBinContent(data->GetMaximumBin())*1.3);
hs->Draw();
data->Draw("E same");
data->SetMarkerStyle(20);
hs->GetXaxis()->SetLimits(MinX, MaxX);
hs->GetXaxis()->SetTitle(Xtitle); hs->GetXaxis()->SetTitleSize(0.05);
hs->GetYaxis()->SetTitle("Number of Events");hs->GetYaxis()->SetTitleSize(0.05);
TLegend *tleg2;
tleg2 = new TLegend(0.6,0.6,0.8,0.9);
tleg2->SetTextSize(0.04);
tleg2->SetBorderSize(0);
tleg2->SetFillColor(10);
tleg2->AddEntry(data , "2012 data", "lpe");
tleg2->AddEntry(tt , "t#bar{t} l+jets", "lf");
//tleg2->AddEntry(tt_lep , "t#bar{t} di-lepton", "lf");
tleg2->AddEntry(top_t, "single top", "lf");
tleg2->AddEntry(wjets , "w+jets", "lf");
tleg2->AddEntry(zjets , "z+jets", "lf");
tleg2->AddEntry(qcd , "QCD", "lf");
//tleg2->AddEntry(singtEff, "single-t" , "l");
//tleg2->AddEntry(singtwEff, "single-tW" , "l");
tleg2->Draw("same");
TText* textPrelim = doPrelim(0.12,0.96);
textPrelim->Draw();
if(logPlot ==true){
c1->SetLogy();
}
TString plotName("plots/Control/Muon/");
if(logPlot ==true){
plotName += Variable+"Log";
plotName += Nbtags+".pdf";
}else{
plotName += Variable;
plotName += Nbtags+".pdf";
}
c1->SaveAs(plotName);
delete c1;
}
}
void stackPlotter::plotStack(const TString& key, legendposition legpos) {
if(debug)
std::cout << "stackPlotter::plotStack" << std::endl;
std::vector<std::pair<Int_t,TH1*> > legEntries = stacksLegEntries_[key];
if(legEntries.size()<1) return;
TCanvas *c = new TCanvas(key,key,800,600);
TLegend *leg = new TLegend(0.75,0.75,0.95,0.95); //will be overwritten by style!
THStack *stack = new THStack();
//determine legend position TBI (add all histos, look at mean and max values etc)
//float max=stack->GetMaximum(); //unfortunately no mean function also not filled, yet.
//needs another loop on histos
TH1 * h=(TH1 *) legEntries.at(0).second->Clone();
for(size_t i=1;i<legEntries.size();i++){
h->Add(legEntries.at(i).second);
}
// int maxbin=h->GetMaximumBin();
//int minbin=h->GetMinimumBin();
// float ymax=h->GetBinContent(maxbin);
//float ymin=h->GetBinContent(minbin);
//pass this to the style functions
delete h;
//gStyle->SetOptTitle(0);//no title
for(size_t i=0; i < legEntries.size(); i++) {
TString legName = legEntries.at(i).second->GetName();
if(legName == "") continue;
applyStyleToTH1(legEntries.at(i).second,legpos);
stack->Add(legEntries.at(i).second,"HIST");
stack->SetTitle("");//legEntries.at(i).second->GetTitle());
stack->SetName(legEntries.at(i).second->GetTitle());
//mirror entry for legend
leg->AddEntry(legEntries.at(legEntries.size()-1-i).second,
legEntries.at(legEntries.size()-1-i).second->GetName(),
"F");
}
// draw plot and legend
c->cd();
applyStyleToCanvas(c,legpos);
stack->Draw();
stack->GetXaxis()->SetTitle(legEntries.at(0).second->GetXaxis()->GetTitle());
stack->GetYaxis()->SetTitle(legEntries.at(0).second->GetYaxis()->GetTitle());
applyStyleToAxis(stack,legpos);
applyStyleToLegend(leg,legpos);
stack->Draw();
leg->Draw();
//c->BuildLegend();
// save and exit
if(saveplots_) {
c->SaveAs(outdir_+"/"+key+".pdf");
c->SaveAs(outdir_+"/"+key+".png");
}
if(savecanvases_ && outfile_) {
outfile_->cd();
c->Write();
}
delete stack;
delete leg;
delete c;
}
void doPlotsBtag_Log(bool logPlot){
setTDRStyle();
double lumi = 5800;
//stuff to choose
//bool logPlot = false; //true for log plot
int rebinFact = 1;
//isolation selection
//TString Isolation = "QCD No Iso/";
TString Isolation = "Ref selection/";
//TString Isolation = "QCD mu+jets PFRelIso/";
//TString Isolation = "QCD non iso mu+jets/";
TString Systematic = "central";
// number of btags
TString Nbtags = "2btags"; //standard "2btags" , qcd "0btag"
//choose object
TString Obj = "";
//TString Obj = "MET/";
//muon variables
const int N = 2;
TString Variable;
TString Variables[N] = {"N_BJets", "N_BJets_reweighted"};
double MinXs[N] = {-0.5,-0.5};
double MaxXs[N] = {7.5,7.5};
TString XTitles[N] = {"B-tag Multiplicity", "B-tag Multiplicity"};
//loop over variables
for(int i = 0; i<2; i++){
double MinX = MinXs[i];
double MaxX = MaxXs[i];
Variable = Variables[i];
TString Xtitle = XTitles[i];
//Data
TH1D* data = getSample("SingleMu", 1, Obj, Variable, Isolation, rebinFact, "central");
//MC
TH1D* tt = getSample("TTJet", lumi*225.2/6920475, Obj, Variable, Isolation, rebinFact, Systematic);
TH1D* wjets = getSample("W1Jet", lumi*37509/57708550, Obj, Variable, Isolation, rebinFact, Systematic);
TH1D* w2jets = getSample("W2Jets", lumi*1750.0/34041404, Obj, Variable, Isolation, rebinFact, Systematic);
TH1D* w3jets = getSample("W3Jets", lumi*519.0/15536443, Obj, Variable, Isolation, rebinFact, Systematic);
TH1D* w4jets = getSample("W4Jets", lumi*214.0/13370904, Obj, Variable, Isolation, rebinFact, Systematic);
TH1D* zjets = getSample("DY1JetsToLL", lumi*5745.25/30457954, Obj, Variable, Isolation, rebinFact, Systematic);
TH1D* z2jets = getSample("DY2JetsToLL", lumi*181.0/21835749, Obj, Variable, Isolation, rebinFact, Systematic);
TH1D* z3jets = getSample("DY3JetsToLL", lumi*51.1/11010628, Obj, Variable, Isolation, rebinFact, Systematic);
TH1D* z4jets = getSample("DY4JetsToLL", lumi*23.04/6391785, Obj, Variable, Isolation, rebinFact, Systematic);
TH1D* qcd = getSample("QCD_Pt-15to20_MuEnrichedPt5", lumi*34679.3/8500505, Obj, Variable, Isolation, rebinFact, Systematic);
TH1D* qcd2 = getSample("QCD_Pt-20to30_MuEnrichedPt5", lumi*2.87e8 * 0.0065/8486893, Obj, Variable, Isolation, rebinFact, Systematic);
TH1D* qcd3 = getSample("QCD_Pt-30to50_MuEnrichedPt5", lumi*6.609e7 * 0.0122/8928999, Obj, Variable, Isolation, rebinFact, Systematic);
TH1D* qcd4 = getSample("QCD_Pt-50to80_MuEnrichedPt5", lumi*8082000.0 * 0.0218/7256011, Obj, Variable, Isolation, rebinFact, Systematic);
TH1D* qcd5 = getSample("QCD_Pt-80to120_MuEnrichedPt5", lumi*1024000.0 * 0.0395/9030624, Obj, Variable, Isolation, rebinFact, Systematic);
TH1D* qcd6 = getSample("QCD_Pt-120to170_MuEnrichedPt5", lumi*157800.0 * 0.0473/8500505, Obj, Variable, Isolation, rebinFact, Systematic);
TH1D* qcd7 = getSample("QCD_Pt-170to300_MuEnrichedPt5", lumi*34020.0 * 0.0676/7662483, Obj, Variable, Isolation, rebinFact, Systematic);
TH1D* qcd8 = getSample("QCD_Pt-300to470_MuEnrichedPt5", lumi*1757.0 * 0.0864/7797481, Obj, Variable, Isolation, rebinFact, Systematic);
TH1D* qcd9 = getSample("QCD_Pt-470to600_MuEnrichedPt5", lumi*115.2 * 0.1024/2995767, Obj, Variable, Isolation, rebinFact, Systematic);
TH1D* qcd10 = getSample("QCD_Pt-800to1000_MuEnrichedPt5",lumi*3.57 * 0.1033/4047142, Obj, Variable, Isolation, rebinFact, Systematic);
TH1D* qcd11 = getSample("QCD_Pt-1000_MuEnrichedPt5", lumi*0.774 * 0.1097/3807263, Obj, Variable, Isolation, rebinFact, Systematic);
TH1D* top_t = getSample("T_t-channel", lumi*56.4/3757707, Obj, Variable, Isolation, rebinFact, Systematic);
TH1D* top_tw = getSample("T_tW-channel", lumi*11.1/497395, Obj, Variable, Isolation, rebinFact, Systematic);
TH1D* top_s = getSample("T_s-channel", lumi*3.79/249516, Obj, Variable, Isolation, rebinFact, Systematic);
TH1D* tbar_t = getSample("Tbar_t-channel", lumi*30.7/1934817, Obj, Variable, Isolation, rebinFact, Systematic);
TH1D* tbar_tw = getSample("Tbar_tW-channel", lumi*11.1/493239, Obj, Variable, Isolation, rebinFact, Systematic);
TH1D* tbar_s = getSample("Tbar_s-channel", lumi*1.76/139948, Obj, Variable, Isolation, rebinFact, Systematic);
//make combined top and single top template
TH1D* sing_top = (TH1D*)top_t->Clone("top");
sing_top->Add(top_tw);sing_top->Add(top_s); sing_top->Add(tbar_t); sing_top->Add(tbar_tw);sing_top->Add(tbar_s);
zjets->Add(z2jets);
zjets->Add(z3jets);
zjets->Add(z4jets);
wjets->Add(w2jets);
wjets->Add(w3jets);
wjets->Add(w4jets);
//make combined top and single top template
TH1D* qcd_all = (TH1D*)qcd->Clone("qcd_all");
qcd_all->Add(qcd2);
qcd_all->Add(qcd3);
qcd_all->Add(qcd4);
qcd_all->Add(qcd5);
qcd_all->Add(qcd6);
qcd_all->Add(qcd7);
qcd_all->Add(qcd8);
qcd_all->Add(qcd9);
qcd_all->Add(qcd10);
qcd_all->Add(qcd11);
THStack *hs = new THStack("hs","test");
qcd_all->SetLineColor(kBlack);
zjets->SetLineColor(kBlack);
wjets->SetLineColor(kBlack);
sing_top->SetLineColor(kBlack);
tt->SetLineColor(kBlack);
hs->Add(qcd_all);
hs->Add(zjets);
hs->Add(wjets);
hs->Add(sing_top);
hs->Add(tt);
//draw histos to files
TCanvas *c1 = new TCanvas("Plot","Plot",900, 600);
hs->SetMaximum(data->GetBinContent(data->GetMaximumBin())*1.2);
hs->SetMinimum(1.);
hs->Draw();
data->Draw("E same");
data->SetMarkerStyle(20);
//events:
cout << "ttbar: " << tt->Integral() << endl;
cout << "data: " << data->Integral() << endl;
if(logPlot == true){
hs->GetXaxis()->SetLimits(MinX, MaxX);
}else{
hs->GetXaxis()->SetLimits(MinX, 4.5);
}
hs->GetXaxis()->SetTitle(Xtitle); hs->GetXaxis()->SetTitleSize(0.05);
hs->GetYaxis()->SetTitle("Number of Events");hs->GetYaxis()->SetTitleSize(0.05);
TLegend *tleg2;
tleg2 = new TLegend(0.7,0.7,0.8,0.9);
tleg2->SetTextSize(0.04);
tleg2->SetBorderSize(0);
tleg2->SetFillColor(10);
tleg2->AddEntry(data , "2012 data", "lpe");
tleg2->AddEntry(tt , "t#bar{t}", "f");
tleg2->AddEntry(sing_top, "single top", "f");
tleg2->AddEntry(wjets , "w+jets", "f");
tleg2->AddEntry(zjets , "z+jets", "f");
tleg2->AddEntry(qcd_all , "QCD", "f");
//tleg2->AddEntry(singtEff, "single-t" , "l");
//tleg2->AddEntry(singtwEff, "single-tW" , "l");
tleg2->Draw("same");
if(logPlot == true){
TText* textPrelim = doPrelim(0.12,0.96, "#geq 0 btags");
textPrelim->Draw();
}else{
TText* textPrelim = doPrelim(0.2,0.96, "");
textPrelim->Draw();
}
if(logPlot ==true){
c1->SetLogy();
}
TString plotName("Plots/TTbarPlusVarAnalysis/Nbtags/");
if(logPlot ==true){
plotName += Variable+"_Log";
}else{
plotName += Variable;
}
c1->SaveAs(plotName+".pdf");
c1->SaveAs(plotName+".png");
delete c1;
}
}
void MFVFlatNtupleReader::genHists(std::string target)
{
// In a ROOT session, you can do:
// Root > .L MFVFlatNtupleReader.C
// Root > MFVFlatNtupleReader t
// Root > t.GetEntry(12); // Fill t data members with entry number 12
// Root > t.Show(); // Show values of entry 12
// Root > t.Show(16); // Read and show values of entry 16
// Root > t.Loop(); // Loop on all entries
//
// This is the loop skeleton where:
// jentry is the global entry number in the chain
// ientry is the entry number in the current Tree
// Note that the argument to GetEntry must be:
// jentry for TChain::GetEntry
// ientry for TTree::GetEntry and TBranch::GetEntry
//
// To read only selected branches, Insert statements like:
// METHOD1:
// fChain->SetBranchStatus("*",0); // disable all branches
// fChain->SetBranchStatus("branchname",1); // activate branchname
// METHOD2: replace line
// fChain->GetEntry(jentry); //read all branches
//by b_branchname->GetEntry(ientry); //read only this branch
if (fChain == 0) return;
//set up the program for a specific target
std::vector<unsigned char> *loc;
loc = 0;
if (target == "vtx_ntracks") fChain->SetBranchAddress("vtx_ntracks", &loc, &b_vtx_ntracks);
else if (target == "vtx_ntracksptgt3") fChain->SetBranchAddress("vtx_ntracksptgt3",&loc,&b_vtx_ntracksptgt3);
else if (target == "vtx_ntracksptgt5") fChain->SetBranchAddress("vtx_ntracksptgt5",&loc,&b_vtx_ntracksptgt5);
else if (target == "vtx_ntracksptgt10") fChain->SetBranchAddress("vtx_ntracksptgt10",&loc,&b_vtx_ntracksptgt10);
else if (target == "vtx_sumnhitsbehind") fChain->SetBranchAddress("vtx_sumnhitsbehind",&loc,&b_vtx_sumnhitsbehind);
else if (target == "vtx_njets") fChain->SetBranchAddress("vtx_njets",&loc,&b_vtx_njets);
else if (target == "vtx_nmu") fChain->SetBranchAddress("vtx_nmu",&loc,&b_vtx_nmu);
else if (target == "vtx_nel") fChain->SetBranchAddress("vtx_nel",&loc,&b_vtx_nel);
else if (target == "vtx_maxnhitsbehind") fChain->SetBranchAddress("vtx_maxnhitsbehind",&loc,&b_vtx_sumnhitsbehind);
//set up the histograms to desired specifications
int nbins = 26;
h_tot = new TH1F("h_tot"," After Cut (Total)",nbins,-0.5,nbins-0.5);
h_back = new TH1F("h_back"," After Cut (Background)",nbins,-0.5,nbins-0.5);
h_sig = new TH1F("h_sig"," After Cut (Signal)",nbins,-0.5,nbins-0.5);
enum {
s_start = -3,
s_mfv_neutralino_tau0100um_M0400 = -3,
s_mfv_neutralino_tau1000um_M0400,
s_mfv_neutralino_tau0300um_M0400,
s_mfv_neutralino_tau9900um_M0400,
s_ttbarhadronic,
s_ttbarsemilep,
s_ttbardilep,
s_qcdht0100,
s_qcdht0250,
s_qcdht0500,
s_qcdht1000,
s_end
};
std::map<int, std::string> sample_names;
sample_names[s_mfv_neutralino_tau0100um_M0400] = "mfv_neutralino_tau0100um_M0400";
sample_names[s_mfv_neutralino_tau0300um_M0400] = "mfv_neutralino_tau0300um_M0400";
sample_names[s_mfv_neutralino_tau1000um_M0400] = "mfv_neutralino_tau1000um_M0400";
sample_names[s_mfv_neutralino_tau9900um_M0400] = "mfv_neutralino_tau9900um_M0400";
sample_names[s_ttbarhadronic] = "ttbarhadronic";
sample_names[s_ttbarsemilep] = "ttbarsemilep";
sample_names[s_ttbardilep] = "ttbardilep";
sample_names[s_qcdht0100] = "qcdht0100";
sample_names[s_qcdht0250] = "qcdht0250";
sample_names[s_qcdht0500] = "qcdht0500";
sample_names[s_qcdht1000] = "qcdht1000";
std::map<int, int> sample_nevents_read;
Long64_t nentries = fChain->GetEntries();
for (Long64_t jentry=0; jentry<nentries;jentry++) {
Long64_t ientry = LoadTree(jentry);
if (ientry < 0) break;
fChain->GetEntry(jentry);
if (jentry % 1000 == 0) {
printf("\r%lli/%lli events read", jentry, nentries);
fflush(stdout);
}
//std::cout << std::endl << b_vtx_sumnhitsbehind->GetEntry(jentry) << std::endl;
int numverts = nvertices;
int numgoodverts = 0;
//std::cout << "numverts = " << numverts << std::endl;
for (int i = 0; i < numverts; ++i) {
if (MFVFlatNtupleReader::goodVertex(i)) {
++(numgoodverts);
//std::cout << "good vertex detected" << std::endl;
}
}
//std::cout << numgoodverts << std::endl;
if (numgoodverts >= 1) {
++sample_nevents_read[sample];
for (int i = 0; i < nvertices; ++i) { //fill with everything
h_tot->Fill((int)(*loc)[i]);
}
if (sample >= 0) { //fill with background
for (int i = 0; i < nvertices; ++i) {
h_back->Fill((int)(*loc)[i]);
} //ERRORS TO BE FIXED HERE: MAP STRINGS AND POINTERS!!!
}
else { //fill with signal
for (int i = 0; i < nvertices; ++i) {
h_sig->Fill((int)(*loc)[i]);
}
}
}
}
printf("\r%80s\rdone!\n", "");
for (int s = s_start; s < s_end; ++s)
printf("sample %30s events read: %10i\n", sample_names[s].c_str(), sample_nevents_read[s]);
gStyle->SetCanvasPreferGL(1);
//now we set up the canvas and histogram details so we can draw them
string title_str = target + " of Lepton-Producing Events";
const char * title = new char[sizeof title_str];
title = title_str.c_str();
const char * xaxis = target.c_str();
TCanvas *c1 = new TCanvas("c1",title,900,600);
c1->SetBorderMode(0);
c1->SetFillColor(kWhite);
//c1->SetLogy();
THStack *hs = new THStack("hs",title);
h_tot->SetLineColor(kGreen);
h_tot->SetFillStyle(4050);
h_tot->SetLineWidth(2);
hs->Add(h_tot);
h_back->SetLineColor(kBlue);
h_back->SetFillStyle(4050);
h_back->SetLineWidth(2);
hs->Add(h_back);
h_sig->SetLineColor(kRed);
h_sig->SetFillStyle(4010);
h_sig->SetLineWidth(2);
hs->Add(h_sig);
//h_tot->Draw();
//h_back->Draw("same");
//h_sig->Draw("same");
hs->Draw("nostack");
hs->GetXaxis()->SetTitle(xaxis);
hs->GetYaxis()->SetTitle("number of vertices");
hs->GetYaxis()->SetTitleOffset(1.4);
TLegend *leg = new TLegend(0.7,0.7,0.9,0.9);
leg->SetHeader("Type of Data");
leg->AddEntry(h_tot,"Total");
leg->AddEntry(h_back,"Background");
leg->AddEntry(h_sig,"Signal");
leg->Draw();
c1->Modified();
//data to be printed to the command line
vector<int> entries_in_bins_tot;
vector<int> entries_in_bins_back;
vector<int> entries_in_bins_sig;
for (int i = 1; i <= nbins; ++i) {
entries_in_bins_tot.push_back(h_tot->GetBinContent(i));
entries_in_bins_back.push_back(h_back->GetBinContent(i));
entries_in_bins_sig.push_back(h_sig->GetBinContent(i));
}
std::cout << std::endl << "Total: " << std::endl;
for (int i = 0; i < nbins; ++i) {
std::cout << "bin " << i+1 << ": " << entries_in_bins_tot[i] << " entries" << std::endl;
}
std::cout << std::endl << "Background: " << std::endl;
for (int i = 0; i < nbins; ++i) {
std::cout << "bin " << i+1 << ": " << entries_in_bins_back[i] << " entries" << std::endl;
}
std::cout << std::endl << "Signal: " << std::endl;
for (int i = 0; i < nbins; ++i) {
std::cout << "bin " << i+1 << ": " << entries_in_bins_sig[i] << " entries" << std::endl;
}
std::cout << std::endl;
}
void fake()
{
gROOT->SetBatch();
gROOT->SetStyle("Plain");
gStyle->SetOptStat(0);
SetStyle();
TCanvas *c1 = new TCanvas("c1","c1",0,0,600,500);
c1->Draw();
c1->cd();
TPad *c1_1;
gStyle->SetHistTopMargin(0);
TLegend *leg = new TLegend(0.65,0.90,0.90,0.70);
leg->SetFillColor(253);
leg->SetBorderSize(0);
std::string fpath = "histTEST_MERGED/QCD_Pt_170to300_TuneCUETP8M1_13TeV_pythia8/data.root";
// std::string histnameFake = "h_muFake_pt";
// std::string histnameReal = "h_muReal_pt";
// std::string histnameFake = "h_muFake_trackerLayersWithMeasurement";
// std::string histnameReal = "h_muReal_trackerLayersWithMeasurement";
// std::string histnameFake = "h_muFake_numberOfValidMuonHits";
// std::string histnameReal = "h_muReal_numberOfValidMuonHits";
// std::string histnameFake = "h_muFake_numberOfMatches";
// std::string histnameReal = "h_muReal_numberOfMatches";
// std::string histnameFake = "h_muFake_numberOfMatchedStations";
// std::string histnameReal = "h_muReal_numberOfMatchedStations";
// std::string histnameFake = "h_muFake_numberOfValidHits";
// std::string histnameReal = "h_muReal_numberOfValidHits";
// std::string histnameFake = "h_muFake_numberOfValidPixelHits";
// std::string histnameReal = "h_muReal_numberOfValidPixelHits";
std::string histnameFake = "h_muFake_numberOfHits";
std::string histnameReal = "h_muReal_numberOfHits";
// std::string histnameFake = "h_muFake_normalizedChi2GlobalTrack";
// std::string histnameReal = "h_muReal_normalizedChi2GlobalTrack";
// std::string histnameFake = "h_muFake_normalizedChi2InnerTrack";
// std::string histnameReal = "h_muReal_normalizedChi2InnerTrack";
TFile *f;
TH1D *hFake;
TH1D *hReal;
f = TFile::Open(fpath.c_str());
{
TH1D *hFake_c = (TH1D*)f->Get(histnameFake.c_str());
hFake_c->SetMarkerSize(0.0);
TH1D *hReal_c = (TH1D*)f->Get(histnameReal.c_str());
hReal_c->SetMarkerSize(0.0);
hFake = (TH1D*)hFake_c->Clone("hFake");
hReal = (TH1D*)hReal_c->Clone("hReal");
}
addbin(hFake);
addbin(hReal);
std::cout << hReal->Integral() << std::endl;
std::cout << hFake->Integral() << std::endl;
double iFake = hFake->Integral();
double iReal = hReal->Integral();
// double iAll = iFake+iReal;
// hFake->Scale(1./iAll);
// hReal->Scale(1./iAll);
hFake->SetLineColor(9);
hFake->SetFillColor(9);
hReal->SetLineColor(46);
hReal->SetFillColor(46);
THStack *hst = new THStack();
hst->Add(hReal);
hst->Add(hFake);
hst->Draw("hist e1");
float max = hst->GetMaximum();
hst->SetMaximum(1.3*max);
hst->SetMinimum(0.);
if( histnameFake == "h_muFake_pt" ) hst->GetXaxis()->SetTitle("p_{T} [GeV]");
hst->GetYaxis()->SetTitle("Number of muons");
leg->AddEntry(hFake,"Fake","f");
leg->AddEntry(hReal,"Real","f");
leg->Draw();
c1->Print("pics/fake.eps");
c1->Clear();
TH1F *hRealScaled = (TH1F*)hReal->Clone("hRealScaled");
hRealScaled->Scale(1./iReal);
TH1F *hFakeScaled = (TH1F*)hFake->Clone("hFakeScaled");
hFakeScaled->Scale(1./iFake);
hFakeScaled->SetLineColor(9);
hFakeScaled->SetFillColor(0);
hRealScaled->SetLineColor(46);
hRealScaled->SetFillColor(0);
hRealScaled->Draw("hist e1");
hFakeScaled->Draw("hist e1 same");
float max1 = hRealScaled->GetMaximum();
float max2 = hFakeScaled->GetMaximum();
max = (max1 > max2) ? max1 : max2;
hRealScaled->SetMaximum(1.3*max);
hRealScaled->SetMinimum(0.);
if( histnameFake == "h_muFake_pt" ) hRealScaled->GetXaxis()->SetTitle("p_{T} [GeV]");
if( histnameFake == "h_muFake_trackerLayersWithMeasurement" ) hRealScaled->GetXaxis()->SetTitle("trackerLayersWithMeasurement");
if( histnameFake == "h_muFake_numberOfValidMuonHits" ) hRealScaled->GetXaxis()->SetTitle("numberOfValidMuonHits");
if( histnameFake == "h_muFake_numberOfMatches" ) hRealScaled->GetXaxis()->SetTitle("numberOfMatches");
if( histnameFake == "h_muFake_numberOfMatchedStations" ) hRealScaled->GetXaxis()->SetTitle("numberOfMatchedStations");
if( histnameFake == "h_muFake_numberOfValidHits" ) hRealScaled->GetXaxis()->SetTitle("numberOfValidHits");
if( histnameFake == "h_muFake_numberOfValidPixelHits" ) hRealScaled->GetXaxis()->SetTitle("numberOfValidPixelHits");
if( histnameFake == "h_muFake_numberOfHits" ) hRealScaled->GetXaxis()->SetTitle("numberOfHits");
if( histnameFake == "h_muFake_normalizedChi2GlobalTrack" ) hRealScaled->GetXaxis()->SetTitle("normalizedChi2GlobalTrack");
if( histnameFake == "h_muFake_normalizedChi2InnerTrack" ) hRealScaled->GetXaxis()->SetTitle("normalizedChi2InnerTrack");
hRealScaled->GetYaxis()->SetTitle("Normalized to unity");
leg->Draw();
c1->Print("pics/fakeComp.eps");
c1->Clear();
gApplication->Terminate();
}
void browseStacks( bool makePictures=false, bool wait=true , bool addHistName = false, Double_t maxYScaleF = 1.,
bool logScale = false, bool setMinZero = true) {
gStyle->SetOptTitle(0);
bool keep2D=false;
//fix the hNJet histos
TList *list = gDirectory->GetList();
TIterator *iter = list->MakeIterator();
TObject *obj = 0;
while(obj = iter->Next()) {
if(TString(obj->GetName()).Contains("hnJet") && obj->InheritsFrom(TH1::Class())) {
int nbins = ((TH1F*)obj)->GetNbinsX();
float overflow = ((TH1F*)obj)->GetBinContent(nbins+1);
float lastbinval = ((TH1F*)obj)->GetBinContent(nbins);
((TH1F*)obj)->SetBinContent(nbins, overflow+lastbinval);
((TH1F*)obj)->GetXaxis()->SetBinLabel(nbins, "#geq4");
}
}
// Find out what the names of the existing histograms are
// The histogram names are XX_YY_ZZ, where XX is the sample,
// eg, "tt", YY is the actual name, ZZ is the final state, eg, "ee"
TObjArray* myNames = getMyHistosNames("ttdil","ee",keep2D);
// Now loop over histograms, and make stacks
TCanvas *c = new TCanvas();
c->Divide(2,2);
char* suffix[4];
suffix[0] = "ee";
suffix[1] = "mm";
suffix[2] = "em";
suffix[3] = "all";
if (makePictures) c->Print("out/stacks.ps[");
for (int i=0; i<myNames->GetEntries(); i++) {
for (int sample=0; sample<4; sample++) {
hist::stack(Form("st_%s_%s",myNames->At(i)->GetName(),suffix[sample]),
Form("%s_%s$",myNames->At(i)->GetName(), suffix[sample]));
THStack* thisStack = (THStack*) gROOT->FindObjectAny(
Form("st_%s_%s", myNames->At(i)->GetName(), suffix[sample]));
thisStack->SetMaximum(thisStack->GetMaximum()*maxYScaleF);
if(TString(myNames->At(i)->GetName()).Contains("hnJet")) {
TList* histolist = thisStack->GetHists();
int hatchcount = 0;
// for(int j = 0; j<histolist->GetSize();j++) {
// if(TString(histolist->At(j)->GetName()).Contains("tt") ||
// TString(histolist->At(j)->GetName()).Contains("tautau") ||
// TString(histolist->At(j)->GetName()).Contains("ww") ) continue;
// hatch(histolist->At(j)->GetName(), FavoriteHatches[hatchcount]);
// hatchcount++;
// }
}
TLegend* thisLeg = hist::legend(thisStack, "lpf", 0, 0, 0.75, 0.65, 0.99, 0.99);
c->cd(sample+1);
if (logScale) gPad->SetLogy(); else gPad->SetLogy(0);
double stackMax = ((TH1*)thisStack->GetHists()->At(0))->GetMaximum();
double stackMin = ((TH1*)thisStack->GetHists()->At(0))->GetMinimum();
thisStack->SetMinimum(stackMin);
if (setMinZero) thisStack->SetMinimum(0);
if (logScale && stackMin <=0) thisStack->SetMinimum(1e-2*stackMax);
if (logScale && stackMax == 0) thisStack->SetMinimum(1e-12);
thisStack->Draw("hist");
string xtitle( ((TH1*)gROOT->FindObjectAny(Form("ttdil_%s_%s", myNames->At(i)->GetName(), suffix[sample])))->GetXaxis()->GetTitle());
string ytitle( ((TH1*)gROOT->FindObjectAny(Form("ttdil_%s_%s", myNames->At(i)->GetName(), suffix[sample])))->GetYaxis()->GetTitle());
thisStack->GetXaxis()->SetTitle(xtitle.c_str());
thisStack->GetYaxis()->SetTitle(ytitle.c_str());
TString hname = thisStack->GetName();
if(hname.Contains("hnJet")) {
thisStack->GetXaxis()->SetLabelSize(0.075);
thisStack->GetYaxis()->SetLabelSize(0.05);
thisStack->GetXaxis()->SetTitle("N_{jets}");
}
thisLeg->Draw();
TPaveText *pt1 = new TPaveText(0.1, 0.95, 0.4, 0.999, "brNDC");
pt1->SetName("pt1name");
pt1->SetBorderSize(0);
pt1->SetFillStyle(0);
TText *blah;
if (addHistName) blah = pt1->AddText(hname);
else blah = pt1->AddText("CMS Preliminary");
blah->SetTextSize(0.05);
pt1->Draw();
c->Modified();
c->Update();
}
if (makePictures) {
c->Print("out/stacks.ps");
// c->Print(Form("out/stacks_%d.png",i+1));
//c->Print(Form("out/stacks_%s.png",myNames->At(i)->GetName()));
c->Print(Form("out/stacks_%s.eps",myNames->At(i)->GetName()));
}
if (wait) {
cout << "Enter carriage return for the next set of plots....q to quit" << endl;
char in = getchar();
if (in == 'q') break;
}
}
if (makePictures) c->Print("out/stacks.ps]");
}
void allCutFlow(){
setTDRStyle();
//loop over variables
for(int i = 0; i<1; i++){
double MinX = MinXs[i];
double MaxX = MaxXs[i];
Variable = Variables[i];
TString Xtitle = XTitles[i];
//Data
TH1D* data = getSample("SingleMu", 1);
//MC
TH1D* tt = getSample("TTJet", lumi*225.2/6920475);
//TH1D* wjets = getSample("W1Jet", lumi*37509/57708550);
TH1D* wjets = getSample("W1Jet", lumi*5400.0/23140779);
TH1D* w2jets = getSample("W2Jets", lumi*1750.0/34041404);
TH1D* w3jets = getSample("W3Jets", lumi*519.0/15536443);
TH1D* w4jets = getSample("W4Jets", lumi*214.0/13370904);
//TH1D* zjets = getSample("DY1JetsToLL", lumi*5745.25/30457954);
TH1D* zjets = getSample("DY1JetsToLL", lumi*561.0/24042904);
TH1D* z2jets = getSample("DY2JetsToLL", lumi*181.0/21835749);
TH1D* z3jets = getSample("DY3JetsToLL", lumi*51.1/11010628);
TH1D* z4jets = getSample("DY4JetsToLL", lumi*23.04/6391785);
//TH1D* qcd = getSample("QCD_Pt-15to20_MuEnrichedPt5", lumi*34679.3/8500505);
TH1D* qcd = getSample("QCD_Pt-15to20_MuEnrichedPt5", lumi*7.022e8 * 0.0039/1722678);
TH1D* qcd2 = getSample("QCD_Pt-20to30_MuEnrichedPt5", lumi*2.87e8 * 0.0065/8486893);
TH1D* qcd3 = getSample("QCD_Pt-30to50_MuEnrichedPt5", lumi*6.609e7 * 0.0122/8928999);
TH1D* qcd4 = getSample("QCD_Pt-50to80_MuEnrichedPt5", lumi*8082000.0 * 0.0218/7256011);
TH1D* qcd5 = getSample("QCD_Pt-80to120_MuEnrichedPt5", lumi*1024000.0 * 0.0395/9030624);
TH1D* qcd6 = getSample("QCD_Pt-120to170_MuEnrichedPt5", lumi*157800.0 * 0.0473/8500505);
TH1D* qcd7 = getSample("QCD_Pt-170to300_MuEnrichedPt5", lumi*34020.0 * 0.0676/7662483);
TH1D* qcd8 = getSample("QCD_Pt-300to470_MuEnrichedPt5", lumi*1757.0 * 0.0864/7797481);
TH1D* qcd9 = getSample("QCD_Pt-470to600_MuEnrichedPt5", lumi*115.2 * 0.1024/2995767);
TH1D* qcd10 = getSample("QCD_Pt-800to1000_MuEnrichedPt5",lumi*3.57 * 0.1033/4047142);
TH1D* qcd11 = getSample("QCD_Pt-1000_MuEnrichedPt5", lumi*0.774 * 0.1097/3807263);
TH1D* single_t = getSample("T_t-channel", lumi*56.4/3757707);
TH1D* top_t = getSample("T_t-channel", lumi*56.4/3757707);
TH1D* top_tw = getSample("T_tW-channel", lumi*11.1/497395);
TH1D* top_s = getSample("T_s-channel", lumi*3.79/249516);
TH1D* tbar_t = getSample("Tbar_t-channel", lumi*30.7/1934817);
TH1D* tbar_tw = getSample("Tbar_tW-channel", lumi*11.1/493239);
TH1D* tbar_s = getSample("Tbar_s-channel", lumi*1.76/139948);
TH1D* all_MC = getSample("TTJet", lumi*225.2/6920475);
THStack *hs = new THStack("hs","test");
qcd->Add(qcd2);
qcd->Add(qcd3);
qcd->Add(qcd4);
qcd->Add(qcd5);
qcd->Add(qcd6);
qcd->Add(qcd7);
qcd->Add(qcd8);
qcd->Add(qcd9);
qcd->Add(qcd10);
qcd->Add(qcd11);
hs->Add(qcd);
zjets->Add(z2jets);
zjets->Add(z3jets);
zjets->Add(z4jets);
hs->Add(zjets);
wjets->Add(w2jets);
wjets->Add(w3jets);
wjets->Add(w4jets);
hs->Add(wjets);
hs->Add(top_t);
hs->Add(top_tw);
hs->Add(top_s);
hs->Add(tbar_t);
hs->Add(tbar_tw);
hs->Add(tbar_s);
single_t->Add(top_tw);
single_t->Add(top_s);
single_t->Add(tbar_t);
single_t->Add(tbar_tw);
single_t->Add(tbar_s);
hs->Add(tt);
TH1D * allMC = (TH1D*) tt->Clone("all");
allMC->Add(wjets);allMC->Add(zjets);allMC->Add(single_t);allMC->Add(qcd);
TH1D* dataEff = new TH1D("cut eff","cut eff",10,0,10);
TH1D* mcEff = new TH1D("cut eff","cut eff",10,0,10);
TString step[11] = {"Skim" ,"Cleaning and HLT","one isolated #mu", "loose #mu veto", "loose e veto", "#geq 1 jets", "#geq 2 jets","#geq 3 jets", "#geq 4 jets", "#geq1 CSV b-tag", "#geq2 CSV b-tag" };
dataEff->Sumw2();
for(int i =1; i<11; i++){
mcEff->GetXaxis()->SetBinLabel(i, step[i]);
dataEff->SetBinContent(i, data->GetBinContent(i+1)/data->GetBinContent(i));
dataEff->SetBinError(i, sqrt(pow(data->GetBinContent(i+1),2)+pow(data->GetBinContent(i),2)));
mcEff->SetBinContent(i, allMC->GetBinContent(i+1)/allMC->GetBinContent(i));
}
TCanvas *c2 = new TCanvas("cutflow eff","cutflow eff",600, 500);
mcEff->SetLineColor(kRed);
mcEff->Draw();
dataEff->Draw("Esame");
TLegend *tleg3;
tleg3 = new TLegend(0.7,0.7,0.8,0.9);
tleg3->SetTextSize(0.04);
tleg3->SetBorderSize(0);
tleg3->SetFillColor(10);
tleg3->AddEntry(dataEff , "data", "l");
tleg3->AddEntry(mcEff , "mc", "l");
tleg3->Draw("same");
c2->SaveAs("plots/cutFlow/cutEff_data.png");
delete c2;
//draw histos to files
TCanvas *c1 = new TCanvas("cutflow","cutflow",900, 600);
hs->SetMaximum(data->GetBinContent(data->GetMaximumBin())*1.3);
if(logPlot ==true)
hs->SetMinimum(10000.);
hs->Draw();
for(int i =0; i<tt->GetNbinsX(); i++)
hs->GetXaxis()->SetBinLabel(i+1, step[i]);
data->Draw("E same");
data->SetMarkerStyle(20);
// hs->GetXaxis()->SetLimits(MinX, MaxX);
hs->GetXaxis()->SetTitle(Xtitle); hs->GetXaxis()->SetTitleSize(0.05);
hs->GetYaxis()->SetTitle("Number of Events");hs->GetYaxis()->SetTitleSize(0.05);
TLegend *tleg2;
tleg2 = new TLegend(0.7,0.7,0.8,0.9);
tleg2->SetTextSize(0.04);
tleg2->SetBorderSize(0);
tleg2->SetFillColor(10);
tleg2->AddEntry(data , "2012 data", "lpe");
tleg2->AddEntry(tt , "t#bar{t}", "lf");
tleg2->AddEntry(top_t, "single top", "lf");
tleg2->AddEntry(wjets , "w+jets", "lf");
tleg2->AddEntry(zjets , "z+jets", "lf");
tleg2->AddEntry(qcd , "QCD", "lf");
//tleg2->AddEntry(singtEff, "single-t" , "l");
//tleg2->AddEntry(singtwEff, "single-tW" , "l");
tleg2->Draw("same");
TText* textPrelim = doPrelim(0.17,0.96);
textPrelim->Draw();
if(logPlot ==true){
c1->SetLogy();
}
TString plotName("plots/cutFlow/");
if(logPlot ==true){
plotName += Variable+"_Log";
plotName += Nbtags+".png";
}else{
plotName += Variable+"";
plotName += Nbtags+".png";
}
c1->SaveAs(plotName);
delete c1;
//print out
std::cout.setf(std::ios::fixed);
std::cout.precision(0);
cout << " & ttbar & wjets & zjets & single-t & qcd & all MC & data " << endl;
for(int i = 0; i < tt->GetNbinsX(); i++){
cout << step[i] << " & " << tt->GetBinContent(i+1) << " $\\pm$ " << tt->GetBinError(i+1) << " & " << wjets->GetBinContent(i+1) << " $\\pm$ " << wjets->GetBinError(i+1) << " & " << zjets->GetBinContent(i+1) << " $\\pm$ " << zjets->GetBinError(i+1) << " & " << single_t->GetBinContent(i+1) << " $\\pm$ " << single_t->GetBinError(i+1) << " & " << qcd->GetBinContent(i+1) << " $\\pm$ " << qcd->GetBinError(i+1) << " & " << allMC->GetBinContent(i+1) << " $\\pm$ " << allMC->GetBinError(i+1) << " & " << data->GetBinContent(i+1) << " $\\pm$ " << data->GetBinError(i+1) << endl;
}
}
}
void view()
{
TFile* f = TFile::Open("result.root");
int signalColorTable[20], backgroundColorTable[20];
for ( int i=0; i<20; ++i )
{
signalColorTable[i] = kAzure+10-i;
backgroundColorTable[i] = kOrange+10-i;
}
TList* signalPlots = makePlots((TDirectory*)f->Get("MC_Signal_EMEM"), signalColorTable);
TList* backgroundPlots = makePlots((TDirectory*)f->Get("MC_Background_EMEM"), backgroundColorTable, true);
if ( signalPlots == 0 || backgroundPlots == 0 ) return;
const int nPlots = signalPlots->GetSize();
for ( int i=0; i<nPlots; ++i )
{
THStack* hSignal = (THStack*)signalPlots->At(i);
THStack* hBackground = (THStack*)backgroundPlots->At(i);
TString histName = hSignal->GetName();
bool doLog = histName.Contains("Pt");// || histName.Contains("RelIso");
TCanvas* c = new TCanvas(TString("c")+hSignal->GetName(), hSignal->GetTitle(), 1200, 600);
TPad* pad;
c->Divide(2,1);
TString xTitle, yTitle;
pad = (TPad*)c->cd(1);
if ( doLog ) pad->SetLogy();
pad->SetBorderSize(0);
pad->SetBorderMode(0);
hBackground->Draw();
xTitle = ((TH1*)hBackground->GetHists()->At(0))->GetXaxis()->GetTitle();
yTitle = ((TH1*)hBackground->GetHists()->At(0))->GetYaxis()->GetTitle();
hBackground->GetXaxis()->SetTitle(xTitle);
hBackground->GetYaxis()->SetTitle(yTitle);
pad->BuildLegend(0.6, 0.6, 0.98, 0.98);
pad = (TPad*)c->cd(2);
if ( doLog ) pad->SetLogy();
pad->SetBorderSize(0);
pad->SetBorderMode(0);
hSignal->Draw("nostack");
xTitle = ((TH1*)hSignal->GetHists()->At(0))->GetXaxis()->GetTitle();
yTitle = ((TH1*)hSignal->GetHists()->At(0))->GetYaxis()->GetTitle();
hSignal->GetXaxis()->SetTitle(xTitle);
hSignal->GetYaxis()->SetTitle(yTitle);
pad->BuildLegend(0.6, 0.7, 0.98, 0.98);
c->Print(TString(c->GetName())+".png");
}
}
int Plot_tauPt_Stage1_DD() {
double totalMC =0.0;
double lumi= 35.865; //20.011 ; // B->5.882 // C->2.646 D->4.353 ; // E->4.049 ; F->3.16 ; G->7.554; H->5.942 //--inv fb--//
unsigned long long evt_DYJetsToLL_M50=1;
unsigned long long evt_DYJetsToLL_M5to50=1;
unsigned long long evt_TT=1;
TFile *file_DYJetsToLL_M50 = new TFile("../python/crab_projects_March3/crab_DYJetsToLL_M-50_TuneCUETP8M1_13TeV-madgraphMLM-pythia8/results/hist.root");
double xs_DYJetsToLL_M50=4895000; //--fb--//
TFile *file_DYJetsToLL_M5to50 = new TFile("../python/crab_projects_March3/crab_DYJetsToLL_M-10to50_TuneCUETP8M1_13TeV-madgraphMLM-pythia8/results/hist.root");
double xs_DYJetsToLL_M5to50=7160000; //--fb--//
TFile *file_TT = new TFile("../python/crab_projects_March3/crab_TT_TuneCUETP8M2T4_13TeV-powheg-pythia8/results/hist.root");
double xs_TT=730000; //--fb--//
double kfact_TT= 1.139;
TFile *file_TT_Mtt_700to1000 = new TFile("../python/crab_projects_March3/crab_TT_Mtt-700to1000_TuneCUETP8M1_13TeV-powheg-pythia8/results/hist.root");
double xs_TT_Mtt_700to1000=730000; //--fb--//
double kfact_TT_Mtt_700to1000= 0.0921;
TFile *file_TT_Mtt_1000toInf = new TFile("../python/crab_projects_March3/crab_TT_Mtt-1000toInf_TuneCUETP8M1_13TeV-powheg-pythia8/results/hist.root");
double xs_TT_Mtt_1000toInf=730000; //--fb--//
double kfact_TT_Mtt_1000toInf= 0.02474;
//TFile *file_WJetsToLNu = new TFile("../python/crab_projects_March3/crab_WJetsToLNu_TuneCUETP8M1_13TeV-amcatnloFXFX-pythia8/results/hist.root");
//double xs_WJetsToLNu=60290000; //--fb--//
TFile *file_WJetsToLNu = new TFile("../python/crab_projects_March3/crab_WJetsToLNu_TuneCUETP8M1_13TeV-madgraphMLM-pythia8/results/hist.root");
double xs_WJetsToLNu= 50690000; //--fb--//
//
TFile *file_WToTauNu_M100 = new TFile("../python/crab_projects_March3/crab_WToTauNu_M-100_TuneCUETP8M1_13TeV-pythia8-tauola/results/hist.root");
double xs_WToTauNu_M100 = 165000; //--fb--//
double kfact_WToTauNu_M100 = 1.0 ;
//
TFile *file_WToTauNu_M200 = new TFile("../python/crab_projects_March3/crab_WToTauNu_M-200_TuneCUETP8M1_13TeV-pythia8-tauola/results/hist.root");
double xs_WToTauNu_M200 = 6370; //--fb--//
double kfact_WToTauNu_M200 = 1.0 ;
//
TFile *file_WToTauNu_M500 = new TFile("../python/crab_projects_March3/crab_WToTauNu_M-500_TuneCUETP8M1_13TeV-pythia8-tauola/results/hist.root");
double xs_WToTauNu_M500 = 224.0; //--fb--//
double kfact_WToTauNu_M500 = 1.0 ;
//
TFile *file_WToTauNu_M1000 = new TFile("../python/crab_projects_March3/crab_WToTauNu_M-1000_TuneCUETP8M1_13TeV-pythia8-tauola/results/hist.root");
double xs_WToTauNu_M1000 = 13.7; //--fb--//
double kfact_WToTauNu_M1000 = 1.0 ;
//
TFile *file_WToTauNu_M2000 = new TFile("../python/crab_projects_March3/crab_WToTauNu_M-2000_TuneCUETP8M1_13TeV-pythia8-tauola/results/hist.root");
double xs_WToTauNu_M2000 = 0.437; //--fb--//
double kfact_WToTauNu_M2000 = 1.0 ;
//
TFile *file_WToTauNu_M3000 = new TFile("../python/crab_projects_March3/crab_WToTauNu_M-3000_TuneCUETP8M1_13TeV-pythia8-tauola/results/hist.root");
double xs_WToTauNu_M3000 = 0.0342; //--fb--//
double kfact_WToTauNu_M3000 = 1.0 ;
//
TFile *file_WToTauNu_M4000 = new TFile("../python/crab_projects_March3/crab_WToTauNu_M-4000_TuneCUETP8M1_13TeV-pythia8-tauola/results/hist.root");
double xs_WToTauNu_M4000 = 0.00292; //--fb--//
double kfact_WToTauNu_M4000 = 1.0 ;
//
TFile *file_WToTauNu_M5000 = new TFile("../python/crab_projects_March3/crab_WToTauNu_M-5000_TuneCUETP8M1_13TeV-pythia8-tauola/results/hist.root");
double xs_WToTauNu_M5000 = 0.000233; //--fb--//
double kfact_WToTauNu_M5000 = 1.0 ;
//
TFile *file_WToTauNu_M6000 = new TFile("../python/crab_projects_March3/crab_WToTauNu_M-6000_TuneCUETP8M1_13TeV-pythia8-tauola/results/hist.root");
double xs_WToTauNu_M6000 = 0.000015; //--fb--//
double kfact_WToTauNu_M6000 = 1.0 ;
//
TFile *file_WJetsToLNu_HT100To200 = new TFile("../python/crab_projects_March3/crab_WJetsToLNu_HT-100To200_TuneCUETP8M1_13TeV-madgraphMLM-pythia8/results/hist.root");
double xs_WJetsToLNu_HT100To200 = 1345000 ; //--fb--//
double kfact_WJetsToLNu_HT100To200 = 1.0 ;
TFile *file_WJetsToLNu_HT200To400 = new TFile("../python/crab_projects_March3/crab_WJetsToLNu_HT-200To400_TuneCUETP8M1_13TeV-madgraphMLM-pythia8/results/hist.root");
double xs_WJetsToLNu_HT200To400 = 359700 ; //--fb--//
double kfact_WJetsToLNu_HT200To400 = 1.0 ;
TFile *file_WJetsToLNu_HT400To600 = new TFile("../python/crab_projects_March3/crab_WJetsToLNu_HT-400To600_TuneCUETP8M1_13TeV-madgraphMLM-pythia8/results/hist.root");
double xs_WJetsToLNu_HT400To600 = 48910 ; //--fb--//
double kfact_WJetsToLNu_HT400To600 = 1.0 ;
TFile *file_WJetsToLNu_HT600To800 = new TFile("../python/crab_projects_March3/crab_WJetsToLNu_HT-600To800_TuneCUETP8M1_13TeV-madgraphMLM-pythia8/results/hist.root");
double xs_WJetsToLNu_HT600To800 = 12050 ; //--fb--//
double kfact_WJetsToLNu_HT600To800 = 1.0 ;
TFile *file_WJetsToLNu_HT800To1200 = new TFile("../python/crab_projects_March3/crab_WJetsToLNu_HT-800To1200_TuneCUETP8M1_13TeV-madgraphMLM-pythia8/results/hist.root");
double xs_WJetsToLNu_HT800To1200 = 5501 ; //--fb--//
double kfact_WJetsToLNu_HT800To1200 = 1.0 ;
TFile *file_WJetsToLNu_HT1200To2500 = new TFile("../python/crab_projects_March3/crab_WJetsToLNu_HT-1200To2500_TuneCUETP8M1_13TeV-madgraphMLM-pythia8/results/hist.root");
double xs_WJetsToLNu_HT1200To2500 = 1329 ; //--fb--//
double kfact_WJetsToLNu_HT1200To2500 = 1.0 ;
TFile *file_WJetsToLNu_HT2500ToInf = new TFile("../python/crab_projects_March3/crab_WJetsToLNu_HT-2500ToInf_TuneCUETP8M1_13TeV-madgraphMLM-pythia8/results/hist.root");
double xs_WJetsToLNu_HT2500ToInf = 32.16 ; //--fb--//
double kfact_WJetsToLNu_HT2500ToInf = 1.0 ;
TFile *file_ST_tchannel_antitop=new TFile("../python/crab_projects_March3/crab_ST_t-channel_antitop_4f_inclusiveDecays_TuneCUETP8M2T4_13TeV-powhegV2-madspin/results/hist.root");
double xs_ST_tchannel_antitop = 80950; //--fb--//
double kfact_ST_tchannel_antitop = 1.0; //0.326;
//
TFile *file_ST_tchannel_top=new TFile("../python/crab_projects_March3/crab_ST_t-channel_top_4f_inclusiveDecays_TuneCUETP8M2T4_13TeV-powhegV2-madspin/results/hist.root");
double xs_ST_tchannel_top =136020; //103200; //--fb--//
double kfact_ST_tchannel_top = 1.0; //0.43;
//
TFile *file_ST_tW_antitop=new TFile("../python/crab_projects_March3/crab_ST_tW_antitop_5f_inclusiveDecays_13TeV-powheg-pythia8_TuneCUETP8M2T4/results/hist.root");
double xs_ST_tW_antitop = 38090; //--fb--//
double kfact_ST_tW_antitop =1.0; // 0.94;
//
TFile *file_ST_tW_top=new TFile("../python/crab_projects_March3/crab_ST_tW_top_5f_inclusiveDecays_13TeV-powheg-pythia8_TuneCUETP8M2T4/results/hist.root");
double xs_ST_tW_top = 38090; //--fb--//
double kfact_ST_tW_top = 1.0; //0.94;
//
TFile *file_WW=new TFile("../python/crab_projects_March3/crab_WW_TuneCUETP8M1_13TeV-pythia8/results/hist.root");
double xs_WW = 63210; //--fb--//
//
TFile *file_WZ=new TFile("../python/crab_projects_March3/crab_WZ_TuneCUETP8M1_13TeV-pythia8/results/hist.root");
double xs_WZ = 22820; //--fb--//
double kfact_WZ = 2.06; // 47.13/22.82
//
TFile *file_ZZ=new TFile("../python/crab_projects_March3/crab_ZZ_TuneCUETP8M1_13TeV-pythia8/results/hist.root");
double xs_ZZ = 10320; //--fb--//
double kfact_ZZ = 1.60 ; //16523/10320
//
std::cout << "get datadriven root file" << std::endl;
TFile *file_Datadriven = new TFile("/net/scratch_cms3a/materok/wprime/qcd/dataDrivenTree15_pt_base_Mar7_fromData.root");
/// DATA ///
TFile *file_Tau_Run2016B = new TFile("../python/crab_projects_March3/crab_Tau_Run2016B/results/hist.root");
TFile *file_Tau_Run2016C = new TFile("../python/crab_projects_March3/crab_Tau_Run2016C/results/hist.root");
TFile *file_Tau_Run2016D = new TFile("../python/crab_projects_March3/crab_Tau_Run2016D/results/hist.root");
TFile *file_Tau_Run2016E = new TFile("../python/crab_projects_March3/crab_Tau_Run2016E/results/hist.root");
TFile *file_Tau_Run2016F = new TFile("../python/crab_projects_March3/crab_Tau_Run2016F/results/hist.root");
TFile *file_Tau_Run2016G = new TFile("../python/crab_projects_March3/crab_Tau_Run2016G/results/hist.root");
TFile *file_Tau_Run2016H_v2 = new TFile("../python/crab_projects_March3/crab_Tau_Run2016H_1/results/hist.root");
TFile *file_Tau_Run2016H_v3 = new TFile("../python/crab_projects_March3/crab_Tau_Run2016H_2/results/hist.root");
/// Signal ///
TFile *file_Wprime_M4000 = new TFile("../python/crab_projects_March3/crab_WprimeToTauNu_M-4000_TuneCUETP8M1_13TeV-pythia8-tauola/results/hist.root");
double xs_Wprime_M4000= 2.04; // --fb-- //
//--//
TH1D* h1_evt_DYJetsToLL_M50 = (TH1D*)file_DYJetsToLL_M50->Get("demo/histoDir/eventCount");
evt_DYJetsToLL_M50 = h1_evt_DYJetsToLL_M50->GetEntries(); // Integral();
double wt_DYJetsToLL_M50 = (xs_DYJetsToLL_M50*lumi)/evt_DYJetsToLL_M50 ;
TH1D* tauPt_Stage1_DYJetsToLL_M50 = (TH1D*)file_DYJetsToLL_M50->Get("demo/histoDir/tauPt_Stage1");
tauPt_Stage1_DYJetsToLL_M50->Scale(wt_DYJetsToLL_M50);
std::cout << "DYJetsToLL_M50 weighted nevt=" << tauPt_Stage1_DYJetsToLL_M50->Integral() << std::endl;
totalMC += tauPt_Stage1_DYJetsToLL_M50->Integral();
TH1D* h1_evt_DYJetsToLL_M5to50 = (TH1D*)file_DYJetsToLL_M5to50->Get("demo/histoDir/eventCount");
evt_DYJetsToLL_M5to50 = h1_evt_DYJetsToLL_M5to50->GetEntries(); // Integral();
double wt_DYJetsToLL_M5to50 = (xs_DYJetsToLL_M5to50*lumi)/evt_DYJetsToLL_M5to50 ;
TH1D* tauPt_Stage1_DYJetsToLL_M5to50 = (TH1D*)file_DYJetsToLL_M5to50->Get("demo/histoDir/tauPt_Stage1");
tauPt_Stage1_DYJetsToLL_M5to50->Scale(wt_DYJetsToLL_M5to50);
std::cout << "DYJetsToLL_M5to50 weighted nevt=" << tauPt_Stage1_DYJetsToLL_M5to50->Integral() << std::endl;
totalMC += tauPt_Stage1_DYJetsToLL_M5to50->Integral() ;
//
TH1D* total_DY = (TH1D*)tauPt_Stage1_DYJetsToLL_M50->Clone();
total_DY->Add(tauPt_Stage1_DYJetsToLL_M5to50);
total_DY->SetFillColorAlpha(kRed,0.5);
total_DY->SetLineColor(kBlack);
total_DY->Rebin(10);
//
TH1D* h1_evt_TT = (TH1D*)file_TT->Get("demo/histoDir/eventCount");
evt_TT = h1_evt_TT->GetEntries(); // Integral();
double wt_TT = (xs_TT*lumi)/evt_TT ;
TH1D* tauPt_Stage1_TT = (TH1D*)file_TT->Get("demo/histoDir/tauPt_Stage1");
tauPt_Stage1_TT->Scale(wt_TT);
tauPt_Stage1_TT->Scale(kfact_TT);
std::cout << "TTbar weighted nevt=" << tauPt_Stage1_TT->Integral() << std::endl;
totalMC += tauPt_Stage1_TT->Integral();
//file_TT_Mtt_700to1000
TH1D* h1_evt_TT_Mtt_700to1000 = (TH1D*)file_TT_Mtt_700to1000->Get("demo/histoDir/eventCount");
evt_TT_Mtt_700to1000 = h1_evt_TT_Mtt_700to1000->GetEntries(); // Integral();
double wt_TT_Mtt_700to1000 = (xs_TT_Mtt_700to1000*lumi)/evt_TT_Mtt_700to1000 ;
TH1D* tauPt_Stage1_TT_Mtt_700to1000 = (TH1D*)file_TT_Mtt_700to1000->Get("demo/histoDir/tauPt_Stage1");
tauPt_Stage1_TT_Mtt_700to1000->Scale(wt_TT_Mtt_700to1000);
tauPt_Stage1_TT_Mtt_700to1000->Scale(kfact_TT_Mtt_700to1000);
std::cout << "TT_Mtt_700to1000bar weighted nevt=" << tauPt_Stage1_TT_Mtt_700to1000->Integral() << std::endl;
totalMC += tauPt_Stage1_TT_Mtt_700to1000->Integral() ;
//file_TT_Mtt_1000toInf
TH1D* h1_evt_TT_Mtt_1000toInf = (TH1D*)file_TT_Mtt_1000toInf->Get("demo/histoDir/eventCount");
evt_TT_Mtt_1000toInf = h1_evt_TT_Mtt_1000toInf->GetEntries(); // Integral();
double wt_TT_Mtt_1000toInf = (xs_TT_Mtt_1000toInf*lumi)/evt_TT_Mtt_1000toInf ;
TH1D* tauPt_Stage1_TT_Mtt_1000toInf = (TH1D*)file_TT_Mtt_1000toInf->Get("demo/histoDir/tauPt_Stage1");
tauPt_Stage1_TT_Mtt_1000toInf->Scale(wt_TT_Mtt_1000toInf);
tauPt_Stage1_TT_Mtt_1000toInf->Scale(kfact_TT_Mtt_1000toInf);
std::cout << "TT_Mtt_1000toInfbar weighted nevt=" << tauPt_Stage1_TT_Mtt_1000toInf->Integral() << std::endl;
totalMC += tauPt_Stage1_TT_Mtt_1000toInf->Integral() ;
TH1D* total_TT = (TH1D*)tauPt_Stage1_TT->Clone();
total_TT->Add(tauPt_Stage1_TT_Mtt_700to1000);
total_TT->Add(tauPt_Stage1_TT_Mtt_1000toInf);
total_TT->SetFillColor(kBlue-7);
total_TT->SetLineColor(kBlack);
total_TT->Rebin(10);
/*
TH1D* h1_evt_WJetsToLNu = (TH1D*)file_WJetsToLNu->Get("demo/histoDir/eventCount");
evt_WJetsToLNu = h1_evt_WJetsToLNu->GetEntries(); //Integral();
std::cout << "evt_WJetsToLNu = " << evt_WJetsToLNu << std::endl;
double wt_WJetsToLNu = (xs_WJetsToLNu*lumi)/evt_WJetsToLNu ;
TH1D* tauPt_Stage1_WJetsToLNu = (TH1D*)file_WJetsToLNu->Get("demo/histoDir/tauPt_Stage1");
// Poisson error //
tauPt_Stage1_WJetsToLNu->Sumw2(kFALSE);
tauPt_Stage1_WJetsToLNu->SetBinErrorOption(TH1::kPoisson);
std::cout << "**WJets** unweighted nevt=" << tauPt_Stage1_WJetsToLNu->Integral() << std::endl;
std::cout << "wt_WJetsToLNu = " << wt_WJetsToLNu << std::endl;
tauPt_Stage1_WJetsToLNu->Scale(wt_WJetsToLNu);
tauPt_Stage1_WJetsToLNu->SetFillColorAlpha(kGreen-7,0.5);
tauPt_Stage1_WJetsToLNu->SetLineColor(kGreen-7);
tauPt_Stage1_WJetsToLNu->Rebin(40);
std::cout << "**WJets** weighted nevt=" << tauPt_Stage1_WJetsToLNu->Integral() << std::endl;
*/
//file_ST_tchannel_antitop
TH1D* h1_evt_ST_tchannel_antitop = (TH1D*)file_ST_tchannel_antitop->Get("demo/histoDir/eventCount");
unsigned long long evt_ST_tchannel_antitop = h1_evt_ST_tchannel_antitop->GetEntries(); //Integral();
double wt_ST_tchannel_antitop = (xs_ST_tchannel_antitop*lumi)/evt_ST_tchannel_antitop ;
TH1D* tauPt_Stage1_ST_tchannel_antitop = (TH1D*)file_ST_tchannel_antitop->Get("demo/histoDir/tauPt_Stage1");
tauPt_Stage1_ST_tchannel_antitop->Scale(wt_ST_tchannel_antitop);
tauPt_Stage1_ST_tchannel_antitop->Scale(kfact_ST_tchannel_antitop);
std::cout << "ST_tchannel_antitop weighted nevt=" << tauPt_Stage1_ST_tchannel_antitop->Integral() << std::endl;
totalMC += tauPt_Stage1_ST_tchannel_antitop->Integral();
//file_ST_tchannel_top
TH1D* h1_evt_ST_tchannel_top = (TH1D*)file_ST_tchannel_top->Get("demo/histoDir/eventCount");
unsigned long long evt_ST_tchannel_top = h1_evt_ST_tchannel_top->GetEntries(); //Integral();
double wt_ST_tchannel_top = (xs_ST_tchannel_top*lumi)/evt_ST_tchannel_top ;
TH1D* tauPt_Stage1_ST_tchannel_top = (TH1D*)file_ST_tchannel_top->Get("demo/histoDir/tauPt_Stage1");
tauPt_Stage1_ST_tchannel_top->Scale(wt_ST_tchannel_top);
tauPt_Stage1_ST_tchannel_top->Scale(kfact_ST_tchannel_top);
std::cout << "ST_tchannel_top weighted nevt=" << tauPt_Stage1_ST_tchannel_top->Integral() << std::endl;
totalMC += tauPt_Stage1_ST_tchannel_top->Integral() ;
//file_ST_tW_antitop
TH1D* h1_evt_ST_tW_antitop = (TH1D*)file_ST_tW_antitop->Get("demo/histoDir/eventCount");
unsigned long long evt_ST_tW_antitop = h1_evt_ST_tW_antitop->GetEntries(); //Integral();
double wt_ST_tW_antitop = (xs_ST_tW_antitop*lumi)/evt_ST_tW_antitop ;
TH1D* tauPt_Stage1_ST_tW_antitop = (TH1D*)file_ST_tW_antitop->Get("demo/histoDir/tauPt_Stage1");
tauPt_Stage1_ST_tW_antitop->Scale(wt_ST_tW_antitop);
tauPt_Stage1_ST_tW_antitop->Scale(kfact_ST_tW_antitop);
std::cout << "ST_tW_antitop weighted nevt=" << tauPt_Stage1_ST_tW_antitop->Integral() << std::endl;
totalMC += tauPt_Stage1_ST_tW_antitop->Integral();
//file_ST_tW_top
TH1D* h1_evt_ST_tW_top = (TH1D*)file_ST_tW_top->Get("demo/histoDir/eventCount");
unsigned long long evt_ST_tW_top = h1_evt_ST_tW_top->GetEntries(); //Integral();
double wt_ST_tW_top = (xs_ST_tW_top*lumi)/evt_ST_tW_top ;
TH1D* tauPt_Stage1_ST_tW_top = (TH1D*)file_ST_tW_top->Get("demo/histoDir/tauPt_Stage1");
tauPt_Stage1_ST_tW_top->Scale(wt_ST_tW_top);
tauPt_Stage1_ST_tW_top->Scale(kfact_ST_tW_top);
std::cout << "ST_tW_top weighted nevt=" << tauPt_Stage1_ST_tW_top->Integral() << std::endl;
totalMC += tauPt_Stage1_ST_tW_top->Integral() ;
TH1D* total_ST = (TH1D*)tauPt_Stage1_ST_tchannel_antitop->Clone();
total_ST->Add(tauPt_Stage1_ST_tchannel_top);
total_ST->Add(tauPt_Stage1_ST_tW_antitop);
total_ST->Add(tauPt_Stage1_ST_tW_top);
total_ST->SetFillColorAlpha(kCyan,0.5);
total_ST->SetLineColor(kBlack);
total_ST->Rebin(10);
//file_WJetsToLNu_HT100To200
TH1D* h1_evt_WJetsToLNu_HT100To200 = (TH1D*)file_WJetsToLNu_HT100To200->Get("demo/histoDir/eventCount");
unsigned long long evt_WJetsToLNu_HT100To200 = h1_evt_WJetsToLNu_HT100To200->GetEntries(); //Integral();
double wt_WJetsToLNu_HT100To200 = (xs_WJetsToLNu_HT100To200*lumi)/evt_WJetsToLNu_HT100To200 ;
TH1D* tauPt_Stage1_WJetsToLNu_HT100To200 = (TH1D*)file_WJetsToLNu_HT100To200->Get("demo/histoDir/tauPt_Stage1");
// Poisson error //
// tauPt_Stage1_WJetsToLNu_HT100To200->Sumw2(kFALSE);
//tauPt_Stage1_WJetsToLNu_HT100To200->SetBinErrorOption(TH1::kPoisson);
tauPt_Stage1_WJetsToLNu_HT100To200->Scale(wt_WJetsToLNu_HT100To200);
std::cout << "WJetsToLNu_HT100To200 weighted nevt=" << tauPt_Stage1_WJetsToLNu_HT100To200->Integral() << std::endl;
totalMC += tauPt_Stage1_WJetsToLNu_HT100To200->Integral();
//tauPt_Stage1_WJetsToLNu_HT100To200->Scale(kfact_WJetsToLNu_HT100To200);
// std::cout << tauPt_Stage1_WJetsToLNu_HT100To200->GetBinError(300) << std::endl;
//file_WJetsToLNu_HT200To400
TH1D* h1_evt_WJetsToLNu_HT200To400 = (TH1D*)file_WJetsToLNu_HT200To400->Get("demo/histoDir/eventCount");
unsigned long long evt_WJetsToLNu_HT200To400 = h1_evt_WJetsToLNu_HT200To400->GetEntries(); //Integral();
double wt_WJetsToLNu_HT200To400 = (xs_WJetsToLNu_HT200To400*lumi)/evt_WJetsToLNu_HT200To400 ;
TH1D* tauPt_Stage1_WJetsToLNu_HT200To400 = (TH1D*)file_WJetsToLNu_HT200To400->Get("demo/histoDir/tauPt_Stage1");
// Poisson error //
// tauPt_Stage1_WJetsToLNu_HT200To400->Sumw2(kFALSE);
//tauPt_Stage1_WJetsToLNu_HT200To400->SetBinErrorOption(TH1::kPoisson);
tauPt_Stage1_WJetsToLNu_HT200To400->Scale(wt_WJetsToLNu_HT200To400);
std::cout << "WJetsToLNu_HT200To400 weighted nevt=" << tauPt_Stage1_WJetsToLNu_HT200To400->Integral() << std::endl;
totalMC += tauPt_Stage1_WJetsToLNu_HT200To400->Integral();
//tauPt_Stage1_WJetsToLNu_HT200To400->Scale(kfact_WJetsToLNu_HT200To400);
//std::cout << tauPt_Stage1_WJetsToLNu_HT200To400->GetBinError(300) << std::endl;
//file_WJetsToLNu_HT400To600
TH1D* h1_evt_WJetsToLNu_HT400To600 = (TH1D*)file_WJetsToLNu_HT400To600->Get("demo/histoDir/eventCount");
unsigned long long evt_WJetsToLNu_HT400To600 = h1_evt_WJetsToLNu_HT400To600->GetEntries(); //Integral();
double wt_WJetsToLNu_HT400To600 = (xs_WJetsToLNu_HT400To600*lumi)/evt_WJetsToLNu_HT400To600 ;
TH1D* tauPt_Stage1_WJetsToLNu_HT400To600 = (TH1D*)file_WJetsToLNu_HT400To600->Get("demo/histoDir/tauPt_Stage1");
// Poisson error //
// tauPt_Stage1_WJetsToLNu_HT400To600->Sumw2(kFALSE);
//tauPt_Stage1_WJetsToLNu_HT400To600->SetBinErrorOption(TH1::kPoisson);
tauPt_Stage1_WJetsToLNu_HT400To600->Scale(wt_WJetsToLNu_HT400To600);
std::cout << "WJetsToLNu_HT400To600 weighted nevt=" << tauPt_Stage1_WJetsToLNu_HT400To600->Integral() << std::endl;
totalMC += tauPt_Stage1_WJetsToLNu_HT400To600->Integral();
// tauPt_Stage1_WJetsToLNu_HT400To600->Scale(kfact_WJetsToLNu_HT400To600);
// std::cout << tauPt_Stage1_WJetsToLNu_HT400To600->GetBinError(300) << std::endl;
//file_WJetsToLNu_HT600To800
TH1D* h1_evt_WJetsToLNu_HT600To800 = (TH1D*)file_WJetsToLNu_HT600To800->Get("demo/histoDir/eventCount");
unsigned long long evt_WJetsToLNu_HT600To800 = h1_evt_WJetsToLNu_HT600To800->GetEntries(); //Integral();
double wt_WJetsToLNu_HT600To800 = (xs_WJetsToLNu_HT600To800*lumi)/evt_WJetsToLNu_HT600To800 ;
TH1D* tauPt_Stage1_WJetsToLNu_HT600To800 = (TH1D*)file_WJetsToLNu_HT600To800->Get("demo/histoDir/tauPt_Stage1");
// Poisson error //
// tauPt_Stage1_WJetsToLNu_HT600To800->Sumw2(kFALSE);
// tauPt_Stage1_WJetsToLNu_HT600To800->SetBinErrorOption(TH1::kPoisson);
tauPt_Stage1_WJetsToLNu_HT600To800->Scale(wt_WJetsToLNu_HT600To800);
std::cout << "WJetsToLNu_HT600To800 weighted nevt=" << tauPt_Stage1_WJetsToLNu_HT600To800->Integral() << std::endl;
totalMC += tauPt_Stage1_WJetsToLNu_HT600To800->Integral();
// tauPt_Stage1_WJetsToLNu_HT600To800->Scale(kfact_WJetsToLNu_HT600To800);
// std::cout << tauPt_Stage1_WJetsToLNu_HT600To800->GetBinError(300) << std::endl;
//file_WJetsToLNu_HT800To1200
TH1D* h1_evt_WJetsToLNu_HT800To1200 = (TH1D*)file_WJetsToLNu_HT800To1200->Get("demo/histoDir/eventCount");
unsigned long long evt_WJetsToLNu_HT800To1200 = h1_evt_WJetsToLNu_HT800To1200->GetEntries(); //Integral();
double wt_WJetsToLNu_HT800To1200 = (xs_WJetsToLNu_HT800To1200*lumi)/evt_WJetsToLNu_HT800To1200 ;
TH1D* tauPt_Stage1_WJetsToLNu_HT800To1200 = (TH1D*)file_WJetsToLNu_HT800To1200->Get("demo/histoDir/tauPt_Stage1");
// Poisson error //
// tauPt_Stage1_WJetsToLNu_HT800To1200->Sumw2(kFALSE);
//tauPt_Stage1_WJetsToLNu_HT800To1200->SetBinErrorOption(TH1::kPoisson);
tauPt_Stage1_WJetsToLNu_HT800To1200->Scale(wt_WJetsToLNu_HT800To1200);
std::cout << "WJetsToLNu_HT800To1200 weighted nevt=" << tauPt_Stage1_WJetsToLNu_HT800To1200->Integral() << std::endl;
totalMC += tauPt_Stage1_WJetsToLNu_HT800To1200->Integral();
//tauPt_Stage1_WJetsToLNu_HT800To1200->Scale(kfact_WJetsToLNu_HT800To1200);
// std::cout << tauPt_Stage1_WJetsToLNu_HT800To1200->GetBinError(300) << std::endl;
//file_WJetsToLNu_HT1200To2500
TH1D* h1_evt_WJetsToLNu_HT1200To2500 = (TH1D*)file_WJetsToLNu_HT1200To2500->Get("demo/histoDir/eventCount");
unsigned long long evt_WJetsToLNu_HT1200To2500 = h1_evt_WJetsToLNu_HT1200To2500->GetEntries(); //Integral();
double wt_WJetsToLNu_HT1200To2500 = (xs_WJetsToLNu_HT1200To2500*lumi)/evt_WJetsToLNu_HT1200To2500 ;
TH1D* tauPt_Stage1_WJetsToLNu_HT1200To2500 = (TH1D*)file_WJetsToLNu_HT1200To2500->Get("demo/histoDir/tauPt_Stage1");
// Poisson error //
// tauPt_Stage1_WJetsToLNu_HT1200To2500->Sumw2(kFALSE);
//tauPt_Stage1_WJetsToLNu_HT1200To2500->SetBinErrorOption(TH1::kPoisson);
tauPt_Stage1_WJetsToLNu_HT1200To2500->Scale(wt_WJetsToLNu_HT1200To2500);
std::cout << "WJetsToLNu_HT1200To2500 weighted nevt=" << tauPt_Stage1_WJetsToLNu_HT1200To2500->Integral() << std::endl;
totalMC += tauPt_Stage1_WJetsToLNu_HT1200To2500->Integral();
// tauPt_Stage1_WJetsToLNu_HT1200To2500->Scale(kfact_WJetsToLNu_HT1200To2500);
//std::cout << tauPt_Stage1_WJetsToLNu_HT1200To2500->GetBinError(300) << std::endl;
//file_WJetsToLNu_HT2500ToInf
TH1D* h1_evt_WJetsToLNu_HT2500ToInf = (TH1D*)file_WJetsToLNu_HT2500ToInf->Get("demo/histoDir/eventCount");
unsigned long long evt_WJetsToLNu_HT2500ToInf = h1_evt_WJetsToLNu_HT2500ToInf->GetEntries(); //Integral();
double wt_WJetsToLNu_HT2500ToInf = (xs_WJetsToLNu_HT2500ToInf*lumi)/evt_WJetsToLNu_HT2500ToInf ;
TH1D* tauPt_Stage1_WJetsToLNu_HT2500ToInf = (TH1D*)file_WJetsToLNu_HT2500ToInf->Get("demo/histoDir/tauPt_Stage1");
// Poisson error //
//tauPt_Stage1_WJetsToLNu_HT2500ToInf->Sumw2(kFALSE);
//tauPt_Stage1_WJetsToLNu_HT2500ToInf->SetBinErrorOption(TH1::kPoisson);
tauPt_Stage1_WJetsToLNu_HT2500ToInf->Scale(wt_WJetsToLNu_HT2500ToInf);
std::cout << "WJetsToLNu_HT2500ToInf weighted nevt=" << tauPt_Stage1_WJetsToLNu_HT2500ToInf->Integral() << std::endl;
totalMC += tauPt_Stage1_WJetsToLNu_HT2500ToInf->Integral();
//tauPt_Stage1_WJetsToLNu_HT2500ToInf->Scale(kfact_WJetsToLNu_HT2500ToInf);
///std::cout << tauPt_Stage1_WJetsToLNu_HT2500ToInf->GetBinError(300) << std::endl;
//file_WToTauNu_M100
TH1D* h1_evt_WToTauNu_M100 = (TH1D*)file_WToTauNu_M100->Get("demo/histoDir/eventCount");
unsigned long long evt_WToTauNu_M100 = h1_evt_WToTauNu_M100->GetEntries(); //Integral();
double wt_WToTauNu_M100 = (xs_WToTauNu_M100*lumi)/evt_WToTauNu_M100 ;
TH1D* tauPt_Stage1_WToTauNu_M100 = (TH1D*)file_WToTauNu_M100->Get("demo/histoDir/tauPt_Stage1");
tauPt_Stage1_WToTauNu_M100->Scale(wt_WToTauNu_M100);
std::cout << "WToTauNu_M100 weighted nevt=" << tauPt_Stage1_WToTauNu_M100->Integral() << std::endl;
totalMC += tauPt_Stage1_WToTauNu_M100->Integral() ;
//file_WToTauNu_M200
TH1D* h1_evt_WToTauNu_M200 = (TH1D*)file_WToTauNu_M200->Get("demo/histoDir/eventCount");
unsigned long long evt_WToTauNu_M200 = h1_evt_WToTauNu_M200->GetEntries(); //Integral();
double wt_WToTauNu_M200 = (xs_WToTauNu_M200*lumi)/evt_WToTauNu_M200 ;
TH1D* tauPt_Stage1_WToTauNu_M200 = (TH1D*)file_WToTauNu_M200->Get("demo/histoDir/tauPt_Stage1");
tauPt_Stage1_WToTauNu_M200->Scale(wt_WToTauNu_M200);
std::cout << "WToTauNu_M200 weighted nevt=" << tauPt_Stage1_WToTauNu_M200->Integral() << std::endl;
totalMC += tauPt_Stage1_WToTauNu_M200->Integral();
//file_WToTauNu_M500
TH1D* h1_evt_WToTauNu_M500 = (TH1D*)file_WToTauNu_M500->Get("demo/histoDir/eventCount");
unsigned long long evt_WToTauNu_M500 = h1_evt_WToTauNu_M500->GetEntries(); //Integral();
double wt_WToTauNu_M500 = (xs_WToTauNu_M500*lumi)/evt_WToTauNu_M500 ;
TH1D* tauPt_Stage1_WToTauNu_M500 = (TH1D*)file_WToTauNu_M500->Get("demo/histoDir/tauPt_Stage1");
tauPt_Stage1_WToTauNu_M500->Scale(wt_WToTauNu_M500);
std::cout << "WToTauNu_M500 weighted nevt=" << tauPt_Stage1_WToTauNu_M500->Integral() << std::endl;
totalMC += tauPt_Stage1_WToTauNu_M500->Integral() ;
//file_WToTauNu_M1000
TH1D* h1_evt_WToTauNu_M1000 = (TH1D*)file_WToTauNu_M1000->Get("demo/histoDir/eventCount");
unsigned long long evt_WToTauNu_M1000 = h1_evt_WToTauNu_M1000->GetEntries(); //Integral();
double wt_WToTauNu_M1000 = (xs_WToTauNu_M1000*lumi)/evt_WToTauNu_M1000 ;
TH1D* tauPt_Stage1_WToTauNu_M1000 = (TH1D*)file_WToTauNu_M1000->Get("demo/histoDir/tauPt_Stage1");
tauPt_Stage1_WToTauNu_M1000->Scale(wt_WToTauNu_M1000);
std::cout << "WToTauNu_M1000 weighted nevt=" << tauPt_Stage1_WToTauNu_M1000->Integral() << std::endl;
totalMC += tauPt_Stage1_WToTauNu_M1000->Integral();
//file_WToTauNu_M2000
TH1D* h1_evt_WToTauNu_M2000 = (TH1D*)file_WToTauNu_M2000->Get("demo/histoDir/eventCount");
unsigned long long evt_WToTauNu_M2000 = h1_evt_WToTauNu_M2000->GetEntries(); //Integral();
double wt_WToTauNu_M2000 = (xs_WToTauNu_M2000*lumi)/evt_WToTauNu_M2000 ;
TH1D* tauPt_Stage1_WToTauNu_M2000 = (TH1D*)file_WToTauNu_M2000->Get("demo/histoDir/tauPt_Stage1");
tauPt_Stage1_WToTauNu_M2000->Scale(wt_WToTauNu_M2000);
std::cout << "WToTauNu_M2000 weighted nevt=" << tauPt_Stage1_WToTauNu_M2000->Integral() << std::endl;
totalMC += tauPt_Stage1_WToTauNu_M2000->Integral();
//file_WToTauNu_M3000
TH1D* h1_evt_WToTauNu_M3000 = (TH1D*)file_WToTauNu_M3000->Get("demo/histoDir/eventCount");
unsigned long long evt_WToTauNu_M3000 = h1_evt_WToTauNu_M3000->GetEntries(); //Integral();
double wt_WToTauNu_M3000 = (xs_WToTauNu_M3000*lumi)/evt_WToTauNu_M3000 ;
TH1D* tauPt_Stage1_WToTauNu_M3000 = (TH1D*)file_WToTauNu_M3000->Get("demo/histoDir/tauPt_Stage1");
tauPt_Stage1_WToTauNu_M3000->Scale(wt_WToTauNu_M3000);
std::cout << "WToTauNu_M3000 weighted nevt=" << tauPt_Stage1_WToTauNu_M3000->Integral() << std::endl;
totalMC += tauPt_Stage1_WToTauNu_M3000->Integral();
//file_WToTauNu_M4000
TH1D* h1_evt_WToTauNu_M4000 = (TH1D*)file_WToTauNu_M4000->Get("demo/histoDir/eventCount");
unsigned long long evt_WToTauNu_M4000 = h1_evt_WToTauNu_M4000->GetEntries(); //Integral();
double wt_WToTauNu_M4000 = (xs_WToTauNu_M4000*lumi)/evt_WToTauNu_M4000 ;
TH1D* tauPt_Stage1_WToTauNu_M4000 = (TH1D*)file_WToTauNu_M4000->Get("demo/histoDir/tauPt_Stage1");
tauPt_Stage1_WToTauNu_M4000->Scale(wt_WToTauNu_M4000);
std::cout << "WToTauNu_M4000 weighted nevt=" << tauPt_Stage1_WToTauNu_M4000->Integral() << std::endl;
totalMC += tauPt_Stage1_WToTauNu_M4000->Integral();
//file_WToTauNu_M5000
TH1D* h1_evt_WToTauNu_M5000 = (TH1D*)file_WToTauNu_M5000->Get("demo/histoDir/eventCount");
unsigned long long evt_WToTauNu_M5000 = h1_evt_WToTauNu_M5000->GetEntries(); //Integral();
double wt_WToTauNu_M5000 = (xs_WToTauNu_M5000*lumi)/evt_WToTauNu_M5000 ;
TH1D* tauPt_Stage1_WToTauNu_M5000 = (TH1D*)file_WToTauNu_M5000->Get("demo/histoDir/tauPt_Stage1");
tauPt_Stage1_WToTauNu_M5000->Scale(wt_WToTauNu_M5000);
std::cout << "WToTauNu_M5000 weighted nevt=" << tauPt_Stage1_WToTauNu_M5000->Integral() << std::endl;
totalMC += tauPt_Stage1_WToTauNu_M5000->Integral();
//file_WToTauNu_M6000
TH1D* h1_evt_WToTauNu_M6000 = (TH1D*)file_WToTauNu_M6000->Get("demo/histoDir/eventCount");
unsigned long long evt_WToTauNu_M6000 = h1_evt_WToTauNu_M6000->GetEntries(); //Integral();
double wt_WToTauNu_M6000 = (xs_WToTauNu_M6000*lumi)/evt_WToTauNu_M6000 ;
TH1D* tauPt_Stage1_WToTauNu_M6000 = (TH1D*)file_WToTauNu_M6000->Get("demo/histoDir/tauPt_Stage1");
tauPt_Stage1_WToTauNu_M6000->Scale(wt_WToTauNu_M6000);
std::cout << "WToTauNu_M6000 weighted nevt=" << tauPt_Stage1_WToTauNu_M6000->Integral() << std::endl;
totalMC += tauPt_Stage1_WToTauNu_M6000->Integral();
//file_WJetsToLNu
TH1D* h1_evt_WJetsToLNu = (TH1D*)file_WJetsToLNu->Get("demo/histoDir/eventCount");
unsigned long long evt_WJetsToLNu = h1_evt_WJetsToLNu->GetEntries(); //Integral();
double wt_WJetsToLNu = (xs_WJetsToLNu*lumi)/evt_WJetsToLNu ;
TH1D* tauPt_Stage1_WJetsToLNu = (TH1D*)file_WJetsToLNu->Get("demo/histoDir/tauPt_Stage1");
tauPt_Stage1_WJetsToLNu->Scale(wt_WJetsToLNu);
std::cout << "WJetsToLNu weighted nevt=" << tauPt_Stage1_WJetsToLNu->Integral() << std::endl;
totalMC += tauPt_Stage1_WJetsToLNu->Integral();
TH1D* total_WJets = (TH1D*)tauPt_Stage1_WJetsToLNu_HT100To200->Clone();
total_WJets->Add(tauPt_Stage1_WJetsToLNu_HT200To400);
total_WJets->Add(tauPt_Stage1_WJetsToLNu_HT400To600);
total_WJets->Add(tauPt_Stage1_WJetsToLNu_HT600To800);
total_WJets->Add(tauPt_Stage1_WJetsToLNu_HT800To1200);
total_WJets->Add(tauPt_Stage1_WJetsToLNu_HT1200To2500);
total_WJets->Add(tauPt_Stage1_WJetsToLNu_HT2500ToInf);
total_WJets->Add(tauPt_Stage1_WToTauNu_M100);
total_WJets->Add(tauPt_Stage1_WToTauNu_M200);
total_WJets->Add(tauPt_Stage1_WToTauNu_M500);
total_WJets->Add(tauPt_Stage1_WToTauNu_M1000);
total_WJets->Add(tauPt_Stage1_WToTauNu_M2000);
total_WJets->Add(tauPt_Stage1_WToTauNu_M3000);
total_WJets->Add(tauPt_Stage1_WToTauNu_M4000);
total_WJets->Add(tauPt_Stage1_WToTauNu_M5000);
total_WJets->Add(tauPt_Stage1_WToTauNu_M6000);
total_WJets->Add(tauPt_Stage1_WJetsToLNu);
total_WJets->SetFillColorAlpha(kGreen-8,0.5);
total_WJets->SetLineColor(kBlack);
//std::cout << "Wjets " << total_WJets->GetBinError(300) << std::endl;
total_WJets->Rebin(10);
//file_WW
TH1D* h1_evt_WW = (TH1D*)file_WW->Get("demo/histoDir/eventCount");
unsigned long long evt_WW = h1_evt_WW->GetEntries(); //Integral();
double wt_WW = (xs_WW*lumi)/evt_WW ;
TH1D* tauPt_Stage1_WW = (TH1D*)file_WW->Get("demo/histoDir/tauPt_Stage1");
// Poisson error //
//tauPt_Stage1_WW->Sumw2(kFALSE);
//tauPt_Stage1_WW->SetBinErrorOption(TH1::kPoisson);
tauPt_Stage1_WW->Scale(wt_WW);
std::cout << "WW weighted nevt=" << tauPt_Stage1_WW->Integral() << std::endl;
totalMC +=tauPt_Stage1_WW->Integral() ;
//file_WZ
TH1D* h1_evt_WZ = (TH1D*)file_WZ->Get("demo/histoDir/eventCount");
unsigned long long evt_WZ = h1_evt_WZ->GetEntries(); //Integral();
double wt_WZ = (xs_WZ*lumi)/evt_WZ ;
TH1D* tauPt_Stage1_WZ = (TH1D*)file_WZ->Get("demo/histoDir/tauPt_Stage1");
// Poisson error //
//tauPt_Stage1_WZ->Sumw2(kFALSE);
// tauPt_Stage1_WZ->SetBinErrorOption(TH1::kPoisson);
tauPt_Stage1_WZ->Scale(wt_WZ);
tauPt_Stage1_WZ->Scale(kfact_WZ);
std::cout << "WZ weighted nevt=" << tauPt_Stage1_WZ->Integral() << std::endl;
totalMC += tauPt_Stage1_WZ->Integral();
//file_ZZ
TH1D* h1_evt_ZZ = (TH1D*)file_ZZ->Get("demo/histoDir/eventCount");
unsigned long long evt_ZZ = h1_evt_ZZ->GetEntries(); //Integral();
double wt_ZZ = (xs_ZZ*lumi)/evt_ZZ ;
TH1D* tauPt_Stage1_ZZ = (TH1D*)file_ZZ->Get("demo/histoDir/tauPt_Stage1");
// Poisson error //
//tauPt_Stage1_ZZ->Sumw2(kFALSE);
//tauPt_Stage1_ZZ->SetBinErrorOption(TH1::kPoisson);
tauPt_Stage1_ZZ->Scale(wt_ZZ);
tauPt_Stage1_ZZ->Scale(kfact_ZZ);
std::cout << "ZZ weighted nevt=" << tauPt_Stage1_ZZ->Integral() << std::endl;
totalMC += tauPt_Stage1_ZZ->Integral();
TH1D* total_diboson = (TH1D*)tauPt_Stage1_WW->Clone();
total_diboson->Add(tauPt_Stage1_WZ);
total_diboson->Add(tauPt_Stage1_ZZ);
total_diboson->SetFillColorAlpha(kOrange+2,0.5);
total_diboson->SetLineColor(kBlack);
total_diboson->Rebin(10);
//datadriven
// double wt_Datadriven = (lumi/33.507) ;
TH1D* total_QCD = (TH1D*)file_Datadriven->Get("demo/histoDir/tauPt_Stage1");
total_QCD->SetFillStyle(3001);
total_QCD->SetFillColor(kPink+1);
total_QCD->SetLineColor(kBlack);
total_QCD->Rebin(10); //datadriven
std::cout << "totalMC(w/o DD) =" << totalMC << std::endl;
std::cout << "will do data" << std::endl;
//--Data--//
TH1D* tauPt_Stage1_Run2016F = (TH1D*)file_Tau_Run2016F->Get("demo/histoDir/tauPt_Stage1");
TH1D* tauPt_Stage1_Run2016E = (TH1D*)file_Tau_Run2016E->Get("demo/histoDir/tauPt_Stage1");
TH1D* tauPt_Stage1_Run2016D = (TH1D*)file_Tau_Run2016D->Get("demo/histoDir/tauPt_Stage1");
TH1D* tauPt_Stage1_Run2016C = (TH1D*)file_Tau_Run2016C->Get("demo/histoDir/tauPt_Stage1");
TH1D* tauPt_Stage1_Run2016B = (TH1D*)file_Tau_Run2016B->Get("demo/histoDir/tauPt_Stage1");
TH1D* tauPt_Stage1_Run2016G = (TH1D*)file_Tau_Run2016G->Get("demo/histoDir/tauPt_Stage1");
TH1D* tauPt_Stage1_Run2016H_v2 = (TH1D*)file_Tau_Run2016H_v2->Get("demo/histoDir/tauPt_Stage1");
TH1D* tauPt_Stage1_Run2016H_v3 = (TH1D*)file_Tau_Run2016H_v3->Get("demo/histoDir/tauPt_Stage1");
/*
std::cout << "Will Clone B" << std::endl;
TH1D* tauPt_Stage1_Run2016BCD = (TH1D*)tauPt_Stage1_Run2016B->Clone();
std::cout << "Will add C" << std::endl;
tauPt_Stage1_Run2016BCD->Add(tauPt_Stage1_Run2016C);
std::cout << "Will add D" << std::endl;
tauPt_Stage1_Run2016BCD->Add(tauPt_Stage1_Run2016D);
// std::cout << "Will add E" << std::endl;
// tauPt_Stage1_Run2016BCDEF->Add(tauPt_Stage1_Run2016E);
// std::cout << "Will add F" << std::endl;
// tauPt_Stage1_Run2016BCDEF->Add(tauPt_Stage1_Run2016F);
*/
TH1D* tauPt_Stage1_Run2016all = (TH1D*)tauPt_Stage1_Run2016B->Clone();
tauPt_Stage1_Run2016all->Add(tauPt_Stage1_Run2016C);
tauPt_Stage1_Run2016all->Add(tauPt_Stage1_Run2016D);
tauPt_Stage1_Run2016all->Add(tauPt_Stage1_Run2016E);
tauPt_Stage1_Run2016all->Add(tauPt_Stage1_Run2016F);
tauPt_Stage1_Run2016all->Add(tauPt_Stage1_Run2016G);
tauPt_Stage1_Run2016all->Add(tauPt_Stage1_Run2016H_v2);
tauPt_Stage1_Run2016all->Add(tauPt_Stage1_Run2016H_v3);
tauPt_Stage1_Run2016all->SetMarkerStyle(20);
tauPt_Stage1_Run2016all->SetMarkerColor(kBlack);
tauPt_Stage1_Run2016all->SetLineColor(kBlack);
tauPt_Stage1_Run2016all->Rebin(10);
std::cout << "will do signal " << std::endl;
//--Signal--//
TH1D* h1_evt_Wprime_M4000 = (TH1D*)file_Wprime_M4000->Get("demo/histoDir/eventCount");
unsigned long long evt_Wprime_M4000 = h1_evt_Wprime_M4000->GetEntries(); //Integral();
// std::cout << "evt_Wprime_M4000 = " << evt_Wprime_M4000 << std::endl;
double wt_Wprime_M4000 = (xs_Wprime_M4000*lumi)/evt_Wprime_M4000 ;
TH1D* tauPt_Stage1_Wprime_M4000 = (TH1D*)file_Wprime_M4000->Get("demo/histoDir/tauPt_Stage1");
std::cout << "Sig Eff W' M4000 : " << ( tauPt_Stage1_Wprime_M4000->GetEntries() / evt_Wprime_M4000 ) << std::endl;
tauPt_Stage1_Wprime_M4000->Scale(wt_Wprime_M4000);
// tauPt_Stage1_Wprime_M4000->SetFillColorAlpha(kGreen-7,0.5);
tauPt_Stage1_Wprime_M4000->SetLineColor(kMagenta);
tauPt_Stage1_Wprime_M4000->SetLineWidth(2);
tauPt_Stage1_Wprime_M4000->SetLineStyle(5);
tauPt_Stage1_Wprime_M4000->Rebin(10) ;
//--Plotting Styles//
gStyle->SetPadLeftMargin(0.15);
gStyle->SetPadRightMargin(0.05);
gStyle->SetPadBottomMargin(0.12);
gStyle->SetPadTopMargin(0.05);
gStyle->SetTitleXSize(0.05);
gStyle->SetTitleXOffset(1.05);
gStyle->SetTitleYSize(0.05);
gStyle->SetTitleYOffset(1.05);
//////// Output File /////////
TFile* outputFile = new TFile("Out_tauPt_Stage1.root","RECREATE");
outputFile->cd();
//--//
THStack *hs = new THStack("hs","");
// hs->Add(tauPt_Stage1_WJetsToLNu);
hs->Add(total_diboson);
hs->Add(total_DY);
hs->Add(total_ST);
hs->Add(total_TT);
// hs->Add(tauPt_Stage1_DYJetsToLL_M50);
hs->Add(total_QCD);
// hs->Add(total_ZJets);
hs->Add(total_WJets);
//tauPt_Stage1_->SetTitle("");
/*
eff1->GetYaxis()->SetTitle("Events");
//eff1->SetMarkerStyle(0);
//eff1->SetMarkerColor(kBlack);
eff1->SetLineColor(kBlack);
eff1->SetLineWidth(2);
*/
TCanvas* my_canvas = new TCanvas("canvas","canvas",800,600);
my_canvas->cd();
// hs->Draw();
gPad->SetLogy();
hs->Draw("HIST");
hs->SetMaximum(100000);
hs->SetMinimum(0.1);
hs->GetXaxis()->SetRangeUser(0, 1000);
// hs->GetXaxis()->SetLimits(40, 3200);
hs->GetXaxis()->SetTitle("#tau pT [GeV]");
hs->GetYaxis()->SetTitle("Events");
TH1F* total = (TH1F*)hs->GetStack()->Last()->Clone();
// total->SetFillStyle(3004);
// total->SetFillColor(kGray+1);
// total->SetMarkerColor(0);
// total->Draw("SAME E2");
//hs->GetStack()->Last()->Draw("same E");
// hs->Draw("SAME HIST");
// tauPt_Stage1_Run2016E->Draw("SAME E0");
tauPt_Stage1_Run2016all->Draw("SAME E0");
TH1F* mydata = (TH1F*)tauPt_Stage1_Run2016all->Clone();
//tauPt_Stage1_Run2016C->Draw("SAME E0");
//tauPt_Stage1_Run2016CDE->Draw("SAME E0");
//
tauPt_Stage1_Wprime_M4000->Draw("SAME HIST");
// hs->SetOption("HIST L");
TLatex* CMS_text = new TLatex(0.20,0.90,"CMS");
CMS_text->SetNDC();
CMS_text->SetTextSize(0.05);
CMS_text->SetTextAngle(0);
CMS_text->Draw("same");
TLatex* CMS_text_2 = new TLatex(0.20,0.85,"Preliminary");
CMS_text_2->SetNDC();
CMS_text_2->SetTextFont(42);
CMS_text_2->SetTextSize(0.05);
CMS_text_2->SetTextAngle(0);
CMS_text_2->Draw("same");
TLatex* lumiText = new TLatex(0.92,0.975,"35.9 fb^{-1} (13 TeV)");
lumiText->SetNDC();
lumiText->SetTextFont(42);
lumiText->SetTextSize(0.04);
lumiText->SetTextAlign(32);
lumiText->Draw("same");
TLegend *leg_example = new TLegend(0.75,0.50,0.94,0.94);
leg_example->SetFillColor(0);
leg_example->SetTextFont(42);
leg_example->SetBorderSize(0);
leg_example->AddEntry(total_WJets, "Wjets","f");
leg_example->AddEntry(total_DY, "DY","f");
leg_example->AddEntry(total_TT, "TT","f");
//leg_example->AddEntry(tauPt_Stage1_WJetsToLNu, "Wjets","f");
leg_example->AddEntry(total_ST, "Single Top", "f");
leg_example->AddEntry(total_diboson, "Diboson", "f");
leg_example->AddEntry(total_QCD, "QCD datadriven", "f");
// leg_example->AddEntry(total_ZJets, "Z", "f");
leg_example->AddEntry(tauPt_Stage1_Wprime_M4000, "SSM W' 4 TeV", "l");
leg_example->AddEntry(tauPt_Stage1_Run2016all, "Data", "pl" );
// leg_example->AddEntry(tauPt_Stage1_Run2016E, "Data", "pl" );
// leg_example->AddEntry(tauPt_Stage1_Run2016D, "Data", "pl" );
leg_example->Draw("same");
my_canvas->Write();
my_canvas->Print("tauPt_Stage1_DD.pdf");
/*
TCanvas* my_canvas2 = new TCanvas("canvas2","canvas2");
my_canvas2->cd();
gPad->SetLogy();
total->SetMaximum(1000);
total->SetMarkerStyle(20);
total->Draw("E");
my_canvas2->Write();
*/
TCanvas* ratio_c = new TCanvas("ratio","ratio_canvas",800,700);
ratio_c->SetTopMargin(0.);
ratio_c->SetBottomMargin(0.);
ratio_c->Update();
ratio_c->Divide(1, 2);
ratio_c->cd(1);
gPad->SetPad(.005, .30, .995, .995);
TPad* pad1 = (TPad*)ratio_c->GetPad(1);
pad1->SetTopMargin(0.05);
pad1->SetBottomMargin(0.05);
ratio_c->Update();
gPad->SetLogy();
hs->Draw("HIST");
hs->SetMaximum(100000);
hs->SetMinimum(0.01);
// hs->GetXaxis()->SetLimits(40, 3200);
hs->GetXaxis()->SetRangeUser(0, 1000);
hs->GetXaxis()->SetTitle("");
// total->Draw("SAME E2");
mydata->Draw("SAME E1");
tauPt_Stage1_Wprime_M4000->Draw("SAME HIST");
CMS_text->Draw("same");
CMS_text_2->Draw("same");
lumiText->Draw("same");
leg_example->Draw("same");
ratio_c->cd(2);
gPad->SetPad(.005, .08, .995, .28);
gStyle->SetOptStat(false);
ratio_c->Update();
TPad* pad2 = (TPad*)ratio_c->GetPad(2);
pad2->SetTopMargin(0.04);
pad2->SetBottomMargin(0.30);
pad2->SetGridx();
pad2->SetGridy();
std::cout << "data bins = " << mydata->GetNbinsX() << " width=" << mydata->GetBinWidth(2);
std::cout << " MC bins = " << total->GetNbinsX() << " width=" << total->GetBinWidth(2) << std::endl;
int nbin=mydata->GetNbinsX() ;
float width=mydata->GetBinWidth(2);
TH1F *data_by_MC = new TH1F("h1", "ratio", nbin, 0, 4000);
std::cout << "before D/MC bins=" << data_by_MC->GetNbinsX() << " width=" << data_by_MC->GetBinWidth(2) << std::endl;
for (int i=0; i<nbin; i++) {
float data = mydata->GetBinContent(i);
float MC = total->GetBinContent(i);
float ratio=0;
if (MC>0) ratio=data/MC ;
data_by_MC->SetBinContent(i,ratio);
if (data>0) {
float stat_err = sqrt(data)/data ;
data_by_MC->SetBinError(i,stat_err);
}
// data_by_MC->SetBinWidth(i,width);
}
// TH1F* data_by_MC = (TH1F*)mydata->Clone();
// data_by_MC->Divide(total);
data_by_MC->SetMarkerStyle(20);
data_by_MC->Draw("E");
data_by_MC->GetXaxis()->SetTitle("#tau pT [GeV]");
data_by_MC->GetYaxis()->SetTitle("#frac{DATA}{MC}");
data_by_MC->GetYaxis()->SetLabelSize(0.12);
data_by_MC->GetXaxis()->SetLabelSize(0.12);
data_by_MC->GetYaxis()->SetTitleSize(0.18);
data_by_MC->GetXaxis()->SetTitleSize(0.18);
data_by_MC->GetYaxis()->SetTitleOffset(0.20);
data_by_MC->GetXaxis()->SetTitleOffset(0.75);
data_by_MC->SetTitle("");
data_by_MC->GetXaxis()->SetRangeUser(0, 1000);
data_by_MC->SetMaximum(4);
data_by_MC->SetMinimum(0);
data_by_MC->GetYaxis()->SetNdivisions(4);
TLine *l=new TLine(0,1,1000,1);
l->SetLineColor(kRed);
l->Draw("same");
std::cout << "D/MC bins=" << data_by_MC->GetNbinsX() << " width=" << data_by_MC->GetBinWidth(2) << std::endl;
ratio_c->Write();
ratio_c->Print("tauPt_Stage1_ratio_DD.pdf");
return 0;
}
void distribution(const string folderNameWithRootFiles = "", const Int_t signalRegion0_controlRegion1 = 0, const Int_t mumu0_ee1 = 0, const Int_t data0_noData1 = 0, const string var = "met", const Int_t yAxisLog_flag = 0, const Int_t MCpoissonUncertainty_flag = 0, const Double_t xAxisMin = 0, const Double_t xAxisMax = -1, const Double_t yAxisMin = 0, const Double_t yAxisMax = -1, const Int_t binDensity_flag = 0, const Int_t MCnormalizedToData_flag = 0) {
// if signalRegion0_controlRegion1 == 0 (default), will do met distribution in the monojet signal region, else it will do the control region
// mumu0_ee1 is for lepton flavour in CS (not used in SR)
// data0_noData1 is to use or not a data file to compared with MC
// yAxisLog_flag is to choose whether or not to use log scale in Y axis (default is 0, that is, normal scale)
// xAxisMin and xAxisMax are the ranges for x Axis. Default values are used if xAxisMin > xAxisMax (otherwise user values are used)
TH1::SetDefaultSumw2(); //all the following histograms will automatically call TH1::Sumw2()
gROOT->SetStyle("Plain"); // to have white legend (on my pc it's already white, but in tier2 it appears grey)
gStyle->SetFillColor(10);
string filenameExtension = ".root";
// string fileDirectoryPath = "spring15_25ns_rootfiles/";
string fileDirectoryPath = "/cmshome/ciprianim/CMSSW721/output/" + folderNameWithRootFiles + "/";
string plotDirectoryPath = fileDirectoryPath;
// string plotDirectoryPath = "/cmshome/ciprianim/CMSSW721/pdfsFromAnalysis/plots/monojet/met_distribution/";
//string plotDirectoryPath = "./distributions/";
string plotFileExtension = ".pdf";
string suffix;
if (mumu0_ee1 == 0) suffix = "_mumu";
else if (mumu0_ee1 == 1) suffix = "_ee";
else {
cout << "Error: mumu0_ee1 must be 0 or 1. End of programme." << endl;
exit(EXIT_FAILURE);
}
TH1D* hvar = NULL; // to get histogram from file
string hvarName; // name of histogram to take from file
string xAxisName; // name of X axis when plotting distribution. It is a tex string (with ROOT standard), e.g. "#slash{E}_{T} [GeV]" for MET
// ===== TO BE MODIFIED =====
// hvarName = "HmetNoLepDistribution";
// xAxisName = "#slash{E}_{T} [GeV]";
setDistribution(signalRegion0_controlRegion1, mumu0_ee1, var, hvarName, xAxisName);
// =====================
vector<TH1D*> hMC;
TH1D* hdata = NULL;
vector<string> sampleName;
vector<string> MC_TexLabel;
if (data0_noData1 == 1) setSampleName(signalRegion0_controlRegion1, sampleName, MC_TexLabel, mumu0_ee1);
else setSampleName2lepSkim(signalRegion0_controlRegion1, sampleName, MC_TexLabel, mumu0_ee1);
string data_TexLabel = "data";
Int_t nFiles = (Int_t) sampleName.size();
vector<Int_t> histColor;
setHistColor(histColor, nFiles);
string filenameBase;
string canvasName;
if (signalRegion0_controlRegion1 == 0) {
filenameBase = "monojet_SR_spring15_25ns_";
canvasName = var + "_monojetSR_";
} else {
canvasName = var + "_zjetsCS" + suffix;
if (mumu0_ee1 == 0) filenameBase = "zmumujets_CS_spring15_25ns_";
else if (mumu0_ee1 == 1) filenameBase = "zeejets_CS_spring15_25ns_";
}
vector<string> MCfileName;
for (Int_t i = 0; i < nFiles; i++) {
MCfileName.push_back(fileDirectoryPath + filenameBase + sampleName[i] + filenameExtension);
}
for(Int_t i = 0; i < nFiles; i++) {
cout<<"fileName : "<<MCfileName[i]<<endl;
TFile* f = TFile::Open(MCfileName[i].c_str(),"READ");
if (!f || !f->IsOpen()) {
cout<<"*******************************"<<endl;
cout<<"Error opening file \""<<MCfileName[i]<<"\".\nApplication will be terminated."<<endl;
cout<<"*******************************"<<endl;
exit(EXIT_FAILURE);
}
//cout << "check 1 " << endl;
hvar = (TH1D*)f->Get(hvarName.c_str());
if (!hvar) {
cout << "Error: histogram not found in file ' " << MCfileName[i] << "'. End of programme." << endl;
exit(EXIT_FAILURE);
}
hMC.push_back( (TH1D*)hvar->Clone() );
}
// ==== FILE NAME WILL HAVE TO BE MODIFIED, NOW IT IS JUST A TEST =====
string datafileName = fileDirectoryPath;
if (data0_noData1 == 0) {
if (signalRegion0_controlRegion1 == 0) {
datafileName += "monojet_SR_spring15_25ns_DATA.root";
} else {
if (mumu0_ee1 == 0) datafileName += "zmumujets_CS_spring15_25ns_DATA.root";
else if (mumu0_ee1 == 1) datafileName += "zeejets_CS_spring15_25ns_DATA.root";
}
}
// ==== opening data file ======
if (data0_noData1 == 0) {
cout<<"fileName : "<<datafileName<<endl;
TFile* f = TFile::Open(datafileName.c_str(),"READ");
if (!f || !f->IsOpen()) {
cout<<"*******************************"<<endl;
cout<<"Error opening file \""<<datafileName<<"\".\nApplication will be terminated."<<endl;
cout<<"*******************************"<<endl;
exit(EXIT_FAILURE);
}
hvar = (TH1D*)f->Get(hvarName.c_str());
if (!hvar) {
cout << "Error: histogram not found in file ' " << datafileName << "'. End of programme." << endl;
exit(EXIT_FAILURE);
}
hdata = (TH1D*)hvar->Clone();
}
// ===============================
THStack* hMCstack = new THStack("hMCstack","");
Double_t stackNorm = 0.0;
for (Int_t j = 0; j < nFiles; j++) {
for (Int_t i = 1; i <= hMC[j]->GetNbinsX(); i++) {
if (MCpoissonUncertainty_flag == 1) {
hMC[j]->SetBinError(i,sqrt(hMC[j]->GetBinContent(i)));
}
}
hMC[j]->SetFillColor(histColor[j]);
stackNorm += hMC[j]->Integral();
}
// loop again on MC histograms to scale them and then fill the thstack
for (Int_t j = 0; j < nFiles; j++) {
if (data0_noData1 == 0 && MCnormalizedToData_flag != 0) {
Double_t dataNorm = hdata->Integral();
if (binDensity_flag != 0) hMC[j]->Scale(dataNorm/stackNorm,"width");
else hMC[j]->Scale(dataNorm/stackNorm);
} else if (binDensity_flag != 0) hMC[j]->Scale(1.0,"width"); // option width divides by bin width and manages the correct error setting
hMCstack->Add(hMC[j]);
}
if (data0_noData1 == 0) {
cout << "Events in data: " << hdata->Integral() << endl;
cout << "Events in MC : " << ((TH1D*) hMCstack->GetStack()->Last())->Integral() << endl;
}
if (data0_noData1 == 0 && binDensity_flag != 0) hdata->Scale(1.0,"width");
//if (data0_noData1 == 0 && MCnormalizedToData_flag != 0)
// now here we go with the canvas
TH1D * ratioplot = NULL; // will use it for the ratio plots
TPad *subpad_1 = NULL; // will use it to access specific subpad in canvas
TPad *subpad_2 = NULL;
TCanvas *c;
if (data0_noData1 == 0) c = new TCanvas(canvasName.c_str(), (var + " distribution").c_str(), 700, 700);
else c = new TCanvas(canvasName.c_str(), (var + " distribution").c_str());
TLegend *leg = new TLegend(0.7,0.6,0.99,0.94);
// if there are data, split canvas to draw the dta/MC ratio plot
if (data0_noData1 == 0) {
subpad_1 = new TPad("pad_1","",0.0,0.28,1.0,1.0);
if (yAxisLog_flag) subpad_1->SetLogy();
//subpad_1->SetBottomMargin(0);
subpad_2 = new TPad("pad_2","",0.0,0.0,1.0,0.32);
subpad_2->SetGridy();
//subpad_2->SetTopMargin(0);
subpad_2->SetBottomMargin(0.3);
subpad_1->Draw();
subpad_2->Draw();
subpad_1->cd();
} else if (yAxisLog_flag) c->SetLogy();
hMCstack->Draw("HIST");
//if (yAxisMin > 0) hMCstack->SetMinimum(yAxisMin);
if (yAxisMin < yAxisMax) {
if (data0_noData1 == 0) subpad_1->Update(); // to be done after Draw() to access pad parameters such as default axis range
else c->Update();
hMCstack->GetYaxis()->SetRangeUser(yAxisMin,yAxisMax);
}
// if (data0_noData1 == 0) {
// if (yAxisMin > 0) hMCstack->GetYaxis()->SetRangeUser(yAxisMin, subpad_1->GetY2());
// else hMCstack->GetYaxis()->SetRangeUser(yAxisMin, c->GetY2());
// }
//hMCstack->SetMaximum(4000.0);
TH1D* stackCopy = (TH1D*)(((TH1D*)hMCstack->GetStack()->Last())->DrawCopy("E2 SAME"));
stackCopy->SetFillColor(kBlack);
stackCopy->SetFillStyle(3144);
if (data0_noData1 == 1) { // when using data ( == 0) the x axis will not have labels (they will only be below in the ratio plot
hMCstack->GetXaxis()->SetTitle(xAxisName.c_str());
hMCstack->GetXaxis()->SetTitleSize(0.06);
hMCstack->GetXaxis()->SetTitleOffset(0.6);
}
if (xAxisMin < xAxisMax) {
if (data0_noData1 == 0) subpad_1->Update(); // to be done after Draw() to access pad parameters such as default axis range
else c->Update();
hMCstack->GetXaxis()->SetRangeUser(xAxisMin,xAxisMax);
}
if (binDensity_flag == 0) hMCstack->GetYaxis()->SetTitle("events");
else hMCstack->GetYaxis()->SetTitle("events / GeV");
hMCstack->GetYaxis()->SetTitleSize(0.06);
hMCstack->GetYaxis()->SetTitleOffset(0.8);
hMCstack->GetYaxis()->CenterTitle();
for (Int_t j = (nFiles-1); j >= 0; j--) {
leg->AddEntry(hMC[j],Form("%s",MC_TexLabel[j].c_str()),"lf");
}
if (data0_noData1 == 0) {
hdata->SetMarkerStyle(8); // large dot
hdata->Draw("EX0 SAME"); //X0 doesn't draw x error
leg->AddEntry(hdata,Form("%s",data_TexLabel.c_str()),"p");
}
gStyle->SetStatStyle(0);
leg->Draw();
leg->SetMargin(0.3);
leg->SetBorderSize(0);
if (data0_noData1 == 0) { // if using data, draw the ratio plot
subpad_2->cd();
ratioplot = new TH1D(*hdata);
ratioplot->Divide(stackCopy);
ratioplot->SetStats(0);
ratioplot->SetTitle("");
ratioplot->GetXaxis()->SetLabelSize(0.10);
ratioplot->GetXaxis()->SetTitle(xAxisName.c_str());
ratioplot->GetXaxis()->SetTitleSize(0.14);
ratioplot->GetXaxis()->SetTitleOffset(0.8);
ratioplot->GetYaxis()->SetLabelSize(0.10);
ratioplot->GetYaxis()->SetTitle("data / MC");
ratioplot->GetYaxis()->SetTitleSize(0.15);
ratioplot->GetYaxis()->SetTitleOffset(0.3);
ratioplot->GetYaxis()->CenterTitle();
ratioplot->GetYaxis()->SetRangeUser(0.5,1.5);
ratioplot->GetYaxis()->SetNdivisions(011);
if (xAxisMin < xAxisMax) {
//subpad_2->Update(); // to be done after Draw() to access pad parameters such as default axis range
ratioplot->GetXaxis()->SetRangeUser(xAxisMin,xAxisMax);
}
ratioplot->SetMarkerStyle(8); //medium dot
ratioplot->DrawCopy("E");
}
c->SaveAs( (plotDirectoryPath + c->GetName() + plotFileExtension).c_str() );
}
void crossXmass(int k=4){
gSystem->Load("libFWCoreFWLite.so");
gROOT->LoadMacro("tdrstyle.C");
setTDRStyle();
//gStyle->SetOptStat(0000);
gStyle->SetOptFit(0011);
TFile * file = new TFile("preUnfolding.root");
TFile * file_unfolded = new TFile("unfolded.root");
TFile * file_acceptance = new TFile("acceptance.root");
TFile * file_truthFinal = new TFile("truthFinal.root");
TFile * file_zprimeM1000W1 = new TFile("zprime/ZPrimeM1000W1.root");
TFile * file_zprimeM2000W1 = new TFile("zprime/ZPrimeM2000W1.root");
//truth level after reconstruction level selection
TH1F * hGenDistMADGRAPH = (TH1F*) file->Get("hTruth_MadGraph");
TH1F * hGenDistPOWHEG = (TH1F*) file->Get("hTruth_Powheg");
//unfolded plot
TH1F * h_unfold = (TH1F*) file_unfolded->Get("unfolded");
//acceptance
TH1F * hAcceptDist = (TH1F*) file_acceptance->Get("hAccept_vsum");
TH1F * hAcceptDistFull = (TH1F*) file_acceptance->Get("hAccept_vsum_Full");
//truth level for final
TH1D * hGenMADGRAPH = (TH1D*) file_truthFinal->Get("hTruthFinalMADGRAPH");
TH1D * hGenPOWHEG = (TH1D*) file_truthFinal->Get("hTruthFinalPOWHEG");
TH1D * hGenMADGRAPH_Full = (TH1D*) file_truthFinal->Get("hTruthFinalMADGRAPH_Full");
TH1D * hGenPOWHEG_Full = (TH1D*) file_truthFinal->Get("hTruthFinalPOWHEG_Full");
double lumi = 1143.22;
bool printX = true; //print cross section
bool norm = false;
TH1F* hSigmaData = getMeasuredCrossSection(h_unfold, hAcceptDistFull,lumi,norm, true, "unfolded",false);
TH1F* hSigmaTruthHisto = getTruthCrossSection(hGenDistMADGRAPH, hGenMADGRAPH_Full, lumi, norm, false, 1, printX);
TH1F* hSigmazprimeM1000W1 = getTruthCrossSection(file_zprimeM1000W1, ZXsectionW1[7], "M1000W1");
TH1F* hSigmazprimeM2000W1 = getTruthCrossSection(file_zprimeM2000W1, ZXsectionW1[18], "M2000W1");
TH1F* hSigmazprime = hSigmazprimeM1000W1;
TCanvas * c_Xmass = new TCanvas("c_Xmass","c_Xmass",1);
c_Xmass->SetLogy();
TH1F* h_Xmass = (TH1F*)h_unfold->Clone("hSigmaData");
TH1F* h_Xmass_ttbar = (TH1F*)h_unfold->Clone("hSigmaData");
TH1F* h_Xmass_zprime = (TH1F*) h_unfold->Clone("hSigmaData");
h_Xmass->Reset();
h_Xmass_ttbar->Reset();
h_Xmass_zprime->Reset();
int nbins = h_unfold->GetNbinsX();
double total = 0;
double total_ttbar = 0;
double total_zprime = 0;
for(int i=nbins; i >= 1 ;i--){
double sigma = hSigmaData->GetBinContent(i)*hSigmaData->GetBinWidth(i);
double sigma_ttbar = hSigmaTruthHisto->GetBinContent(i)*hSigmaTruthHisto->GetBinWidth(i);
double sigma_zprime = hSigmazprime->GetBinContent(i)*hSigmazprime->GetBinWidth(i);
total += sigma;
total_ttbar += sigma_ttbar;
total_zprime += sigma_zprime;
cout << hSigmazprime->GetBinContent(i)*hSigmazprime->GetBinWidth(i) << endl;
h_Xmass->SetBinContent(i, total);
h_Xmass_ttbar->SetBinContent(i, total_ttbar);
h_Xmass_zprime->SetBinContent(i, total_zprime);
}
THStack *hs = new THStack("hs","zprime plus ttbar");
h_Xmass_ttbar->SetFillColor(2);
h_Xmass_zprime->SetLineColor(4);
h_Xmass_zprime->SetLineWidth(2);
hs->Add(h_Xmass_ttbar);
hs->Add(h_Xmass_zprime);
hs->Draw();
hs->GetYaxis()->SetTitle("#int_{x}^{#infty} d#sigma/dm_{t#bar{t}} dm_{t#bar{t}}");
hs->GetXaxis()->SetTitle(" m_{t#bar{t}}");
h_Xmass->Draw("p same");
TLegend *l= new TLegend();
l->AddEntry(h_Xmass, "Data" ,"p");
l->AddEntry(h_Xmass_ttbar, "t#bar{t}" ,"F");
l->AddEntry(h_Xmass_zprime, "zprime" ,"L");
SetLegendStyle(l,true);
l->Draw("same");
}
void doPlotsBtag(){
setTDRStyle();
//loop over variables
for(int i = 0; i<2; i++){
double MinX = MinXs[i];
double MaxX = MaxXs[i];
Variable = Variables[i];
TString Xtitle = XTitles[i];
//Data
TH1D* data = getSample("SingleMu", 1);
//MC
TH1D* tt = getSample("TTJet", lumi*225.2/6920475);
TH1D* wjets = getSample("W1Jet", lumi*37509/57708550);
TH1D* w1jets = getSample("W1Jet", lumi*5400.0/23140779);
TH1D* w2jets = getSample("W2Jets", lumi*1750.0/34041404);
TH1D* w3jets = getSample("W3Jets", lumi*519.0/15536443);
TH1D* w4jets = getSample("W4Jets", lumi*214.0/13370904);
TH1D* zjets = getSample("DY1JetsToLL", lumi*5745.25/30457954);
TH1D* z1jets = getSample("DY1JetsToLL", lumi*561.0/24042904);
TH1D* z2jets = getSample("DY2JetsToLL", lumi*181.0/21835749);
TH1D* z3jets = getSample("DY3JetsToLL", lumi*51.1/11010628);
TH1D* z4jets = getSample("DY4JetsToLL", lumi*23.04/6391785);
TH1D* qcd = getSample("QCD_Pt-15to20_MuEnrichedPt5", lumi*34679.3/8500505);
TH1D* qcd1 = getSample("QCD_Pt-15to20_MuEnrichedPt5", lumi*7.022e8 * 0.0039/1722678);
TH1D* qcd2 = getSample("QCD_Pt-20to30_MuEnrichedPt5", lumi*2.87e8 * 0.0065/8486893);
TH1D* qcd3 = getSample("QCD_Pt-30to50_MuEnrichedPt5", lumi*6.609e7 * 0.0122/8928999);
TH1D* qcd4 = getSample("QCD_Pt-50to80_MuEnrichedPt5", lumi*8082000.0 * 0.0218/7256011);
TH1D* qcd5 = getSample("QCD_Pt-80to120_MuEnrichedPt5", lumi*1024000.0 * 0.0395/9030624);
TH1D* qcd6 = getSample("QCD_Pt-120to170_MuEnrichedPt5", lumi*157800.0 * 0.0473/8500505);
TH1D* qcd7 = getSample("QCD_Pt-170to300_MuEnrichedPt5", lumi*34020.0 * 0.0676/7662483);
TH1D* qcd8 = getSample("QCD_Pt-300to470_MuEnrichedPt5", lumi*1757.0 * 0.0864/7797481);
TH1D* qcd9 = getSample("QCD_Pt-470to600_MuEnrichedPt5", lumi*115.2 * 0.1024/2995767);
TH1D* qcd10 = getSample("QCD_Pt-800to1000_MuEnrichedPt5",lumi*3.57 * 0.1033/4047142);
TH1D* qcd11 = getSample("QCD_Pt-1000_MuEnrichedPt5", lumi*0.774 * 0.1097/3807263);
TH1D* top_t = getSample("T_t-channel", lumi*56.4/3757707);
TH1D* top_tw = getSample("T_tW-channel", lumi*11.1/497395);
TH1D* top_s = getSample("T_s-channel", lumi*3.79/249516);
TH1D* tbar_t = getSample("Tbar_t-channel", lumi*30.7/1934817);
TH1D* tbar_tw = getSample("Tbar_tW-channel", lumi*11.1/493239);
TH1D* tbar_s = getSample("Tbar_s-channel", lumi*1.76/139948);
THStack *hs = new THStack("hs","test");
if(inclQ == true){
hs->Add(qcd);
}else{
hs->Add(qcd1);
hs->Add(qcd2);
hs->Add(qcd3);
hs->Add(qcd4);
hs->Add(qcd5);
hs->Add(qcd6);
hs->Add(qcd7);
hs->Add(qcd8);
hs->Add(qcd9);
hs->Add(qcd10);
hs->Add(qcd11);
}
if(inclZ == true){
hs->Add(zjets);
}else{
hs->Add(z1jets);
hs->Add(z2jets);
hs->Add(z3jets);
hs->Add(z4jets);
}
if(inclW == true){
hs->Add(wjets);
}else{
hs->Add(w1jets);
hs->Add(w2jets);
hs->Add(w3jets);
hs->Add(w4jets);
}
hs->Add(top_t);
hs->Add(top_tw);
hs->Add(top_s);
hs->Add(tbar_t);
hs->Add(tbar_tw);
hs->Add(tbar_s);
hs->Add(tt);
//draw histos to files
TCanvas *c1 = new TCanvas("Plot","Plot",900, 600);
hs->SetMaximum(data->GetBinContent(data->GetMaximumBin())*1.2);
hs->Draw();
data->Draw("E same");
data->SetMarkerStyle(20);
//events:
cout << "ttbar: " << tt->Integral() << endl;
cout << "data: " << data->Integral() << endl;
hs->GetXaxis()->SetLimits(MinX, MaxX);
hs->GetXaxis()->SetTitle(Xtitle); hs->GetXaxis()->SetTitleSize(0.05);
hs->GetYaxis()->SetTitle("Number of Events");hs->GetYaxis()->SetTitleSize(0.05);
TLegend *tleg2;
tleg2 = new TLegend(0.7,0.7,0.8,0.9);
tleg2->SetTextSize(0.04);
tleg2->SetBorderSize(0);
tleg2->SetFillColor(10);
tleg2->AddEntry(data , "2012 data", "lpe");
tleg2->AddEntry(tt , "t#bar{t}", "lf");
tleg2->AddEntry(top_t, "single top", "lf");
tleg2->AddEntry(wjets , "w+jets", "lf");
tleg2->AddEntry(zjets , "z+jets", "lf");
tleg2->AddEntry(qcd , "QCD", "lf");
//tleg2->AddEntry(singtEff, "single-t" , "l");
//tleg2->AddEntry(singtwEff, "single-tW" , "l");
tleg2->Draw("same");
TText* textPrelim = doPrelim(0.17,0.96);
textPrelim->Draw();
if(logPlot ==true){
c1->SetLogy();
}
TString plotName("plots/Control/Btags/");
if(logPlot ==true){
plotName += Variable+"Test_Log";
plotName += ".pdf";
}else{
plotName += Variable;
plotName += ".pdf";
}
c1->SaveAs(plotName);
delete c1;
}
}
void CCProtonPi0_SideBandTool::Plot(int ind, std::string sb_name, std::string var_name, MnvH1D* data, MnvH1D* mc_total, MnvH1D* signal, MnvH1D* WithPi0, MnvH1D* QELike, MnvH1D* SinglePiPlus, MnvH1D* Other)
{
std::string type;
if (ind == 0) type = "Nominal";
else type = "Fitted";
std::string norm = "POT";
std::string plot_title = "Side Band: " + sb_name + " " + type + " " + norm + " Normalized";
// Get Histograms -- Use new Histograms not to change originals
ColorHists(data, signal, WithPi0, QELike, SinglePiPlus, Other);
TH1D* h_data = new TH1D(data->GetBinNormalizedCopy().GetCVHistoWithError());
TH1D* h_signal = new TH1D(signal->GetBinNormalizedCopy().GetCVHistoWithError());
TH1D* h_WithPi0 = new TH1D(WithPi0->GetBinNormalizedCopy().GetCVHistoWithError());
TH1D* h_QELike = new TH1D(QELike->GetBinNormalizedCopy().GetCVHistoWithError());
TH1D* h_SinglePiPlus = new TH1D(SinglePiPlus->GetBinNormalizedCopy().GetCVHistoWithError());
TH1D* h_Other = new TH1D(Other->GetBinNormalizedCopy().GetCVHistoWithError());
// MC Total depend on the Modification
// If Raws - take the mc_total directly
// If Modified - Add all mc models;
TH1D* h_mc_total;
if (ind == 0){
h_mc_total = new TH1D(mc_total->GetBinNormalizedCopy().GetCVHistoWithError());
}else{
h_mc_total = new TH1D(*h_signal);
h_mc_total->Add(h_WithPi0);
h_mc_total->Add(h_QELike);
h_mc_total->Add(h_SinglePiPlus);
h_mc_total->Add(h_Other);
}
// Scale Histograms
double mc_ratio = POT_ratio;
h_mc_total->Scale(mc_ratio);
h_signal->Scale(mc_ratio);
h_WithPi0->Scale(mc_ratio);
h_QELike->Scale(mc_ratio);
h_SinglePiPlus->Scale(mc_ratio);
h_Other->Scale(mc_ratio);
// ------------------------------------------------------------------------
// Unique Plot for Single Error Band, Single Universe
// Comment this section out
// ------------------------------------------------------------------------
//std::string err_band = "GENIE_MaRES";
//int hist_ind = 1;
//TH1D* h_data = new TH1D(*(data->GetVertErrorBand(err_band)->GetHist(hist_ind)));
//TH1D* h_signal = new TH1D(*(signal->GetVertErrorBand(err_band)->GetHist(hist_ind)));
//TH1D* h_WithPi0 = new TH1D(*(WithPi0->GetVertErrorBand(err_band)->GetHist(hist_ind)));
//TH1D* h_QELike = new TH1D(*(QELike->GetVertErrorBand(err_band)->GetHist(hist_ind)));
//TH1D* h_SinglePiPlus = new TH1D(*(SinglePiPlus->GetVertErrorBand(err_band)->GetHist(hist_ind)));
//TH1D* h_Other = new TH1D(*(Other->GetVertErrorBand(err_band)->GetHist(hist_ind)));
//TH1D* h_mc_total;
//if (ind == 0){
// h_mc_total = new TH1D(*(mc_total->GetVertErrorBand(err_band)->GetHist(hist_ind)));
//}else{
// h_mc_total = new TH1D(*h_signal);
// h_mc_total->Add(h_WithPi0);
// h_mc_total->Add(h_QELike);
// h_mc_total->Add(h_SinglePiPlus);
// h_mc_total->Add(h_Other);
//}
//ColorHists(h_data, h_signal, h_WithPi0, h_QELike, h_SinglePiPlus, h_Other);
//// Scale Histograms
//h_data->Scale(1,"width");
//double mc_ratio = POT_ratio;
//h_mc_total->Scale(mc_ratio,"width");
//h_signal->Scale(mc_ratio,"width");
//h_WithPi0->Scale(mc_ratio,"width");
//h_QELike->Scale(mc_ratio,"width");
//h_SinglePiPlus->Scale(mc_ratio,"width");
//h_Other->Scale(mc_ratio,"width");
// ------------------------------------------------------------------------
// Create Canvas and Divide it into two
TCanvas* c = new TCanvas("c","c",1280,1280);
// Upper Pad is the Data vs MC
TPad *pad1 = new TPad("pad1", "pad1", 0.05, 0.3, 1, 1.0);
pad1->SetBottomMargin(0); // Top and Bottom Plots attached
pad1->Draw();
pad1->cd(); // pad1 is the current pad
// Plot MC Models as THStack
THStack* hs = new THStack("hs",plot_title.c_str());
hs->Add(h_WithPi0);
hs->Add(h_QELike);
hs->Add(h_SinglePiPlus);
hs->Add(h_Other);
hs->Add(h_signal);
hs->Draw("HIST");
// Styling
gStyle->SetOptTitle(0);
gStyle->SetOptStat(0);
hs->GetYaxis()->SetTitle("N(Events)");
hs->GetYaxis()->SetTitleFont(62);
hs->GetYaxis()->SetTitleSize(0.06);
//hs->GetYaxis()->CenterTitle();
//hs->GetYaxis()->SetTitleOffset(1.2);
hs->GetYaxis()->SetLabelFont(42);
hs->GetYaxis()->SetLabelSize(0.05);
double hist_max = hs->GetMaximum();
hs->SetMaximum(hist_max * 1.5);
// Add Data Plot
h_data->GetXaxis()->SetTitle("");
h_data->Draw("SAME E1 X0");
// Add Legend
TLegend *legend = new TLegend(0.6,0.65,0.9,0.9);
legend->AddEntry(h_data, "Data");
legend->AddEntry(h_signal, "Signal", "f");
legend->AddEntry(h_Other, "Bckg: Other", "f");
legend->AddEntry(h_SinglePiPlus, "Bckg: 1 #pi^{+}", "f");
legend->AddEntry(h_QELike, "Bckg: QE Like", "f");
legend->AddEntry(h_WithPi0, "Bckg: #pi^{0} + X", "f");
legend->SetTextSize(0.04);
legend->SetTextFont(42);
legend->Draw();
// // Add Pi0 InvMass Lines
// TLine line;
// line.SetLineWidth(3);
// line.SetLineColor(kBlack);
//
// TArrow arrow;
// arrow.SetLineWidth(4);
// arrow.SetLineStyle(1);
// arrow.SetLineColor(1);
//
// // Low Inv Mass Region
// line.DrawLine(60.0,0,60.0,hist_max);
// arrow.DrawArrow(60.0,hist_max,60-20,hist_max,0.01,">");
//
// // High Inv Mass Region
// line.DrawLine(200.0,0,200.0,hist_max);
// arrow.DrawArrow(200.0,hist_max,200+20,hist_max,0.01,">");
// Add Weights as Text to Modified Plot
if (ind != 0){
int nPars = 3;
int nPoints = 136;
TLatex* text = new TLatex;
text->SetTextSize(0.03);
text->SetNDC();
text->DrawLatex(0.55, 0.60, Form("Fit Results with %d points, %d pars", nPoints, nPars));
text->DrawLatex(0.55, 0.57, Form("Before Fit #chi^{2} = %3.2f", ChiSq_before_fit[0]));
text->DrawLatex(0.55, 0.54, Form("Before Fit #chi^{2}/dof = %3.2f", ChiSq_before_fit[0]/(nPoints-nPars)));
text->DrawLatex(0.55, 0.51, Form("After Fit #chi^{2} = %3.2f", ChiSq_after_fit[0]));
text->DrawLatex(0.55, 0.48, Form("After Fit #chi^{2}/dof = %3.2f", ChiSq_after_fit[0]/(nPoints-nPars)));
text->DrawLatex(0.55, 0.45, Form("#color[4]{wgt(ChargedPion) = %3.2f#pm %3.2f}", wgt_SinglePiPlus[0], err_SinglePiPlus[0]));
text->DrawLatex(0.55, 0.42, Form("wgt(QELike) = %3.2f#pm %3.2f", wgt_QELike[0], err_QELike[0]));
text->DrawLatex(0.55, 0.39, Form("#color[2]{wgt(WithPi0) = %3.2f#pm %3.2f}", wgt_WithPi0[0], err_WithPi0[0]));
delete text;
}
// Add Plot-ChiSq
TLatex* text = new TLatex;
text->SetNDC();
text->SetTextSize(0.04);
text->SetTextColor(kBlue);
//double plot_chisq = calc_ChiSq(data, signal, WithPi0, QELike, SinglePiPlus, Other);
double plot_chisq = calc_ChiSq(h_data, h_signal, h_WithPi0, h_QELike, h_SinglePiPlus, h_Other);
double nPoints = h_data->GetNbinsX()-1;
//text->DrawLatex(0.15, 0.85, Form("Plot #chi^{2} = %3.2f", plot_chisq));
text->DrawLatex(0.15, 0.85, Form("Plot #chi^{2}/dof = %3.2f", plot_chisq/nPoints));
delete text;
// Plot Lower Plot: Data vs MC Ratio
c->cd(); // Go back to default Canvas before creating 2nd Pad
TPad *pad2 = new TPad("pad2", "pad2", 0.05, 0.05, 1, 0.3);
pad2->SetTopMargin(0);
pad2->SetBottomMargin(0.2);
pad2->Draw();
pad2->cd();
// Calculate the Ratio
TH1D* h_data_mc_ratio = new TH1D(*(h_data));
h_data_mc_ratio->Divide(h_mc_total);
// Style Ratio Plot
h_data_mc_ratio->SetTitle("");
h_data_mc_ratio->SetLineColor(kRed);
h_data_mc_ratio->SetLineWidth(3);
h_data_mc_ratio->SetFillColor(kWhite);
h_data_mc_ratio->SetMinimum(0.5);
h_data_mc_ratio->SetMaximum(1.5);
// X axis ratio plot settings
//h_data_mc_ratio->GetXaxis()->SetTitle(data->GetXaxis()->GetTitle());
h_data_mc_ratio->GetXaxis()->SetTitle("#gamma#gamma Invariant Mass [MeV]");
h_data_mc_ratio->GetXaxis()->SetNdivisions(408);
h_data_mc_ratio->GetXaxis()->CenterTitle();
h_data_mc_ratio->GetXaxis()->SetTitleFont(62);
h_data_mc_ratio->GetXaxis()->SetTitleSize(0.18);
//h_data_mc_ratio->GetXaxis()->SetTitleOffset(1.2);
h_data_mc_ratio->GetXaxis()->SetLabelFont(42); // Absolute font size in pixel (precision 3)
h_data_mc_ratio->GetXaxis()->SetLabelSize(0.12);
// Y axis ratio plot settings
h_data_mc_ratio->GetYaxis()->CenterTitle();
h_data_mc_ratio->GetYaxis()->SetNdivisions(408);
h_data_mc_ratio->GetYaxis()->SetTitle("Data/MC");
h_data_mc_ratio->GetYaxis()->SetTitleFont(62);
h_data_mc_ratio->GetYaxis()->SetTitleSize(0.18);
h_data_mc_ratio->GetYaxis()->SetTitleOffset(0.35);
h_data_mc_ratio->GetYaxis()->SetLabelFont(42); // Absolute font size in pixel (precision 3)
h_data_mc_ratio->GetYaxis()->SetLabelSize(0.12);
// Add Ratio Plot
h_data_mc_ratio->Draw("HIST");
// Add Ratio = 1 Line
TLine ratio_1;
ratio_1.SetLineWidth(2);
ratio_1.SetLineStyle(7);
ratio_1.SetLineColor(kBlue);
double line_min = h_data->GetBinLowEdge(1);
double line_max = h_data->GetBinLowEdge(h_data->GetNbinsX()+1);
ratio_1.DrawLine(line_min,1,line_max,1);
// Plot Output
c->Update();
std::string plotDir = Folder_List::plotDir_SideBand;
std::string out_name;
out_name = plotDir + var_name + "_" + sb_name + "_" + type + "_" + norm + ".png";
c->Print(out_name.c_str(),"png");
delete legend;
delete hs;
delete pad1;
delete pad2;
delete c;
}
void sanityChecker_babies(){
int rebin = 1 ;
char* version = (char*) "V00-00-11";
//-------------------------------
// choose config/PU scenario
//-------------------------------
// char* phase = (char*) "PhaseI";
char* phase = (char*) "PhaseII";
// char* config = (char*) "Configuration0";
// char* config = (char*) "Conf4";
char* config = (char*) "";
// char* PU = (char*) "NoPileUp";
//char* PU = (char*) "40PileUp";
// char* PU = (char*) "140PileUp";
char* PU = (char*) "140PU";
// //-------------------------------
// // diboson filenames and labels
// //-------------------------------
// const unsigned int n = 5;
// char* names[n] = {Form("BB-4p-0-300-v1510_14TEV_%s_%s_%s" , phase , config , PU ) ,
// Form("BB-4p-300-700-v1510_14TEV_%s_%s_%s" , phase , config , PU ) ,
// Form("BB-4p-700-1300-v1510_14TEV_%s_%s_%s" , phase , config , PU ) ,
// Form("BB-4p-1300-2100-v1510_14TEV_%s_%s_%s" , phase , config , PU ) ,
// Form("BB-4p-2100-100000_14TEV_%s_%s_%s" , phase , config , PU )
// };
// char* labels[n] = {"S*_{T} < 0.3 TeV",
// "S*_{T} 0.3-0.7 TeV",
// "S*_{T} 0.7-1.3 TeV",
// "S*_{T} 1.3-2.1 TeV",
// "S*_{T} > 2.1 TeV"};
// char* filename = "plots/BB-ST.pdf";
// -------------------------------
// boson+jets filenames and labels
// -------------------------------
const unsigned int n = 7;
char* names[n] = {Form("Bj-4p-0-300-v1510_14TEV_%s_%s_%s" , phase , config , PU ) ,
Form("Bj-4p-300-600-v1510_14TEV_%s_%s_%s" , phase , config , PU ) ,
Form("Bj-4p-600-1100-v1510_14TEV_%s_%s_%s" , phase , config , PU ) ,
Form("Bj-4p-1100-1800-v1510_14TEV_%s_%s_%s" , phase , config , PU ) ,
Form("Bj-4p-1800-2700-v1510_14TEV_%s_%s_%s" , phase , config , PU ) ,
Form("Bj-4p-2700-3700-v1510_14TEV_%s_%s_%s" , phase , config , PU ) ,
Form("Bj-4p-3700-100000-v1510_14TEV_%s_%s_%s" , phase , config , PU )
};
char* labels[n] = {"S*_{T} < 0.3 TeV",
"S*_{T} 0.3-0.6 TeV",
"S*_{T} 0.6-1.1 TeV",
"S*_{T} 1.1-1.8 TeV",
"S*_{T} 1.8-2.7 TeV",
"S*_{T} 2.7-3.7 TeV",
"S*_{T} > 3.7 TeV"};
char* filename = "plots/Bj-ST.pdf";
// //-------------------------------
// // ttbar filenames and labels
// //-------------------------------
// const unsigned int n = 5;
// char* names[n] = {Form("tt-4p-0-600-v1510_14TEV_%s_%s_%s" , phase , config , PU ) ,
// Form("tt-4p-600-1100-v1510_14TEV_%s_%s_%s" , phase , config , PU ) ,
// Form("tt-4p-1100-1700-v1510_14TEV_%s_%s_%s" , phase , config , PU ) ,
// Form("tt-4p-1700-2500-v1510_14TEV_%s_%s_%s" , phase , config , PU ) ,
// Form("tt-4p-2500-100000-v1510_14TEV_%s_%s_%s" , phase , config , PU )
// };
// char* labels[n] = {"S*_{T} < 0.6 TeV",
// "S*_{T} 0.6-1.1 TeV",
// "S*_{T} 1.1-1.7 TeV",
// "S*_{T} 1.7-2.5 TeV",
// "S*_{T} > 2.5 TeV"
// };
// char* filename = "plots/tt-ST.pdf";
// //-------------------------------
// // single top filenames and labels
// //-------------------------------
// const unsigned int n = 5;
// char* names[n] = {Form("tj-4p-0-500-v1510_14TEV_%s_%s_%s" , phase , config , PU ) ,
// Form("tj-4p-500-1000-v1510_14TEV_%s_%s_%s" , phase , config , PU ) ,
// Form("tj-4p-1000-1600-v1510_14TEV_%s_%s_%s" , phase , config , PU ) ,
// Form("tj-4p-1600-2400-v1510_14TEV_%s_%s_%s" , phase , config , PU ) ,
// Form("tj-4p-2400-100000-v1510_14TEV_%s_%s_%s" , phase , config , PU )
// };
// char* labels[n] = {"S*_{T} < 0.5 TeV",
// "S*_{T} 0.5-1.0 TeV",
// "S*_{T} 1.0-1.6 TeV",
// "S*_{T} 1.6-2.4 TeV",
// "S*_{T} > 2.4 TeV"
// };
// char* filename = "plots/tj-ST.pdf";
// //-------------------------------
// // tW filenames and labels
// //-------------------------------
// const unsigned int n = 5;
// char* names[n] = {Form("tB-4p-0-500-v1510_14TEV_%s_%s_%s" , phase , config , PU ) ,
// Form("tB-4p-500-900-v1510_14TEV_%s_%s_%s" , phase , config , PU ) ,
// Form("tB-4p-900-1500-v1510_14TEV_%s_%s_%s" , phase , config , PU ) ,
// Form("tB-4p-1500-2200-v1510_14TEV_%s_%s_%s" , phase , config , PU ) ,
// Form("tB-4p-2200-100000-v1510_14TEV_%s_%s_%s" , phase , config , PU )
// };
// char* labels[n] = {"S*_{T} < 0.5 TeV",
// "S*_{T} 0.5-0.9 TeV",
// "S*_{T} 0.9-1.5 TeV",
// "S*_{T} 1.5-2.2 TeV",
// "S*_{T} > 2.2 TeV"
// };
// char* filename = "plots/tB-ST.pdf";
//--------------------------------------------
// NO NEED TO MODIFY ANYTHING BELOW HERE
//--------------------------------------------
TChain* chains[n];
//TFile* files[n];
int colors[7] = { 2 , 3 , 4 , 5 , 6 , 7 , 8 };
// need double precision here for largest samples!!
TH1D* hst[n];
TH1D* hstlo[n];
THStack* htstack = new THStack();
TLegend *leg = new TLegend(0.5,0.5,0.8,0.8);
cout << endl << endl;
cout << "Printing out yields in 1/fb using cross sections from:" << endl;
cout << "https://twiki.cern.ch/twiki/bin/viewauth/CMS/HiggsWG/Phase2UpgradeStudies#Background_samples" << endl;
cout << "The unweighted yields should match the cross sections on this page (X1000)." << endl;
cout << "The weighted yields have the additional Event.Weight applied." << endl;
for( int i = 0 ; i < n ; i++ ){
chains[i] = new TChain("t");
chains[i]->Add(Form("output/%s/%s_baby.root",version,names[i]));
hst[i] = new TH1D("hst" ,"weighted S_{T} [GeV]",100,0,10000);
hstlo[i] = new TH1D("hstlo","unweighted S_{T} [GeV]",100,0,10000);
chains[i]->Draw("st>>hst" ,"weight*genweight");
chains[i]->Draw("st>>hstlo","weight");
hst[i]->SetFillColor(colors[i]);
hst[i]->Rebin(rebin);
hst[i]->SetMinimum(1);
cout << endl;
cout << "1 pb yields for sample " << names[i] << endl;
cout << "Unweighted yield " << hstlo[i]->Integral() << endl;
cout << "Weighted yield " << hst[i]->Integral() << endl;
hst[i]->GetXaxis()->SetTitle("S_{T} [GeV]");
hst[i]->GetYaxis()->SetTitle("events");
leg->AddEntry( hst[i] , labels[i] , "lf" );
htstack->Add(hst[i]);
}
TCanvas *c2 = new TCanvas("c2","c2",1200,600);
c2->cd();
gStyle->SetOptStat(0);
gPad->SetLogy();
htstack->Draw();
htstack->GetXaxis()->SetTitle("S_{T} [GeV]");
htstack->GetYaxis()->SetTitle("events");
TLatex *t = new TLatex();
t->SetNDC();
t->DrawLatex(0.5,0.85,"14 TeV, L = 1 pb^{-1}");
leg->SetBorderSize(0);
leg->SetFillColor(0);
leg->Draw();
}
void plotSuperMelaProjections(TString drawString="(p0plus_VAJHU*p0plus_m4l)/((p0plus_VAJHU*p0plus_m4l)+(bkg_VAMCFMNorm*bkg_m4l))",
TString cutString="ZZMass>106.&&ZZMass<141."){
gROOT->ProcessLine(".L ~/tdrstyle.C");
setTDRStyle();
TCanvas* can = new TCanvas("can","can",500,500);
gStyle->SetOptStat(0);
TChain* qqZZ_8 = new TChain("SelectedTree");
qqZZ_8->Add(inputDir+"PRODFSR_8TeV/4mu/HZZ4lTree_ZZTo*.root");
qqZZ_8->Add(inputDir+"PRODFSR_8TeV/4e/HZZ4lTree_ZZTo*.root");
qqZZ_8->Add(inputDir+"PRODFSR_8TeV/2mu2e/HZZ4lTree_ZZTo*.root");
TChain* qqZZ_7 = new TChain("SelectedTree");
qqZZ_7->Add(inputDir+"PRODFSR/4mu/HZZ4lTree_ZZTo*.root");
qqZZ_7->Add(inputDir+"PRODFSR/4e/HZZ4lTree_ZZTo*.root");
qqZZ_7->Add(inputDir+"PRODFSR/2mu2e/HZZ4lTree_ZZTo*.root");
TChain* SM_8 = new TChain("SelectedTree");
SM_8->Add(inputDir+"PRODFSR_8TeV/4mu/HZZ4lTree_H126.root");
SM_8->Add(inputDir+"PRODFSR_8TeV/4e/HZZ4lTree_H126.root");
SM_8->Add(inputDir+"PRODFSR_8TeV/2mu2e/HZZ4lTree_H126.root");
TChain* SM_7 = new TChain("SelectedTree");
SM_7->Add(inputDir+"PRODFSR/4mu/HZZ4lTree_H126.root");
SM_7->Add(inputDir+"PRODFSR/4e/HZZ4lTree_H126.root");
SM_7->Add(inputDir+"PRODFSR/2mu2e/HZZ4lTree_H126.root");
//TChain* ZX = new TChain("SelectedTree");
TChain* data = new TChain("SelectedTree");
data->Add(inputDir+"PRODFSR_8TeV/data/HZZ4lTree_DoubleEle.root");
data->Add(inputDir+"PRODFSR_8TeV/data/HZZ4lTree_DoubleMu.root");
data->Add(inputDir+"PRODFSR_8TeV/data/HZZ4lTree_DoubleOr.root");
data->Add(inputDir+"PRODFSR/data/HZZ4lTree_DoubleEle.root");
data->Add(inputDir+"PRODFSR/data/HZZ4lTree_DoubleMu.root");
data->Add(inputDir+"PRODFSR/data/HZZ4lTree_DoubleOr.root");
data->Draw(drawString+">>datahisto(30,0,1)",cutString);
TH1F* datahisto = (TH1F*) gDirectory->Get("datahisto");
TChain* PS_8 = new TChain("SelectedTree");
PS_8->Add(JHUinputDir+"JHU_8TeV/4mu/HZZ4lTree_jhuGenV2PseH126.root");
PS_8->Add(JHUinputDir+"JHU_8TeV/4e/HZZ4lTree_jhuGenV2PseH126.root");
PS_8->Add(JHUinputDir+"JHU_8TeV/2mu2e/HZZ4lTree_jhuGenV2PseH126.root");
TChain* PS_7 = new TChain("SelectedTree");
PS_7->Add(JHUinputDir+"JHU/4mu/HZZ4lTree_jhuGenV2PseH126.root");
PS_7->Add(JHUinputDir+"JHU/4e/HZZ4lTree_jhuGenV2PseH126.root");
PS_7->Add(JHUinputDir+"JHU/2mu2e/HZZ4lTree_jhuGenV2PseH126.root");
qqZZ_7->Draw(drawString+">>qqZZ_7histo(30,0,1)","5.051*MC_weight*("+cutString+")");
TH1F* qqZZ_7histo = (TH1F*) gDirectory->Get("qqZZ_7histo");
qqZZ_8->Draw(drawString+">>qqZZ_8histo(30,0,1)","19.6*MC_weight*("+cutString+")");
TH1F* qqZZ_8histo = (TH1F*) gDirectory->Get("qqZZ_8histo");
SM_7->Draw(drawString+">>SM_7histo(30,0,1)","5.051*MC_weight*("+cutString+")");
TH1F* SM_7histo = (TH1F*) gDirectory->Get("SM_7histo");
SM_8->Draw(drawString+">>SM_8histo(30,0,1)","19.6*MC_weight*("+cutString+")");
TH1F* SM_8histo = (TH1F*) gDirectory->Get("SM_8histo");
PS_8->Draw(drawString+">>PS_8histo(30,0,1)","19.6*MC_weight*("+cutString+")");
TH1F* PS_8histo = (TH1F*) gDirectory->Get("PS_8histo");
PS_7->Draw(drawString+">>PS_7histo(30,0,1)","5.051*MC_weight*("+cutString+")");
TH1F* PS_7histo = (TH1F*) gDirectory->Get("PS_7histo");
//=========================
//datahisto->SetBinErrorOption(TH1::kPoisson);
datahisto->SetMarkerStyle(20);
datahisto->SetMarkerSize(1.1);
TH1F* qqZZhisto = new TH1F(*qqZZ_7histo);
qqZZhisto->Add(qqZZ_8histo);
cout<<qqZZhisto->Integral()<<endl;
qqZZhisto->SetLineColor(1);
qqZZhisto->SetLineWidth(2);
qqZZhisto->SetFillColor(kAzure-9);
TH1F* ZXhisto = new TH1F(*qqZZhisto);
ZXhisto->Scale(ZXnorm/ZXhisto->Integral());
ZXhisto->SetLineColor(1);
ZXhisto->SetLineWidth(2);
ZXhisto->SetFillColor(kGreen-5);
TH1F* SMhisto = new TH1F(*SM_7histo);
SMhisto->Add(SM_8histo);
SMhisto->SetLineColor(kOrange+10);
SMhisto->SetLineWidth(2);
SMhisto->SetFillColor(0);
TH1F* PShisto = new TH1F(*PS_7histo);
PShisto->Add(PS_8histo);
PShisto->SetLineColor(kRed+1);
PShisto->SetLineWidth(2);
PShisto->SetFillColor(0);
//==========================
datahisto->GetXaxis()->SetTitle("#it{D}_{bkg}");
datahisto->GetYaxis()->SetTitle("Events");
THStack* stack = new THStack("stack","stack");
stack->Add(ZXhisto);
stack->Add(qqZZhisto);
stack->Add(SMhisto);
stack->Draw("");
stack->GetXaxis()->SetTitle("#it{D}_{bkg}");
stack->GetYaxis()->SetTitle("Events");
if(plotData){
datahisto->SetMaximum(20);
datahisto->Draw("E1");
stack->Draw("SAME");
datahisto->Draw("E1same");
datahisto->Draw("SAMEp");
}else{
stack->Draw();
}
// --------------- legend ----------------
TLegend* leg = new TLegend(.3,.65,.65,.9);
leg->SetFillColor(0);
leg->SetBorderSize(0);
if(plotData) leg->AddEntry(datahisto,"data","p");
leg->AddEntry(SMhisto,"0^{+}, m_{H}=126 GeV","l");
leg->AddEntry(qqZZhisto,"ZZ/Z#gamma^{*}","f");
leg->AddEntry(ZXhisto,"Z+X","f");
leg->Draw();
if(plotData) datahisto->Draw("E1same");
gPad->RedrawAxis();
// -------- plot header --------------
TPaveText *pt = new TPaveText(0.1577181,0.9562937,0.9580537,0.9947552,"brNDC");
pt->SetBorderSize(0);
pt->SetTextAlign(12);
pt->SetFillStyle(0);
pt->SetTextFont(42);
pt->SetTextSize(0.03);
TText *text = pt->AddText(0.01,0.5,"CMS preliminary");
text = pt->AddText(0.3,0.6,"#sqrt{s} = 7 TeV, L = 5.1 fb^{-1} #sqrt{s} = 8 TeV, L = 19.6 fb^{-1}");
pt->Draw();
// ---------- save ----------
can->SaveAs("superMELAproj.png");
can->SaveAs("superMELAproj.eps");
can->SaveAs("superMELAproj.root");
}
void draw_from_trees(TString var, TCut other_cuts,
TString weights, TString title, int nbinsx,
double xlow, double xup,
TString options="plotSig:plotLog:plotData",
double cut_low=-1, double cut_high=-1,
TString plot_title="default")
{
bool plotSig = options.Contains("plotSig") && (!options.Contains("!plotSig"));
bool plotLog = options.Contains("plotLog") && (!options.Contains("!plotLog"));
bool plotData = options.Contains("plotData") && (!options.Contains("!plotData"));
bool sigStack = options.Contains("sigStack") && (!options.Contains("!sigStack"));
// Book histograms
TH1D * httbar = new TH1D("ttbar" , title, nbinsx, xlow, xup);
TH1D * hqcd = new TH1D("qcd" , title, nbinsx, xlow, xup);
TH1D * hznn = new TH1D("znn" , title, nbinsx, xlow, xup);
TH1D * hwjets = new TH1D("wjets" , title, nbinsx, xlow, xup);
TH1D * hother = new TH1D("other" , title, nbinsx, xlow, xup);
TH1D * hmc_exp = new TH1D("mc_exp" , title, nbinsx, xlow, xup);
TH1D * hsingle_top = new TH1D("single_top" , title, nbinsx, xlow, xup);
TH1D * ht1bbbb_1500_100 = new TH1D("t1bbbb_1500_100" , title, nbinsx, xlow, xup);
TH1D * ht1bbbb_1000_900 = new TH1D("t1bbbb_1000_900" , title, nbinsx, xlow, xup);
TH1D * ht1tttt_1500_100 = new TH1D("t1tttt_1500_100" , title, nbinsx, xlow, xup);
TH1D * ht1tttt_1200_800 = new TH1D("t1tttt_1200_800" , title, nbinsx, xlow, xup);
TH1D * ht1qqqq_1400_100 = new TH1D("t1qqqq_1400_100" , title, nbinsx, xlow, xup);
TH1D * ht1qqqq_1000_800 = new TH1D("t1qqqq_1000_800" , title, nbinsx, xlow, xup);
// Format cuts
TCut cut(other_cuts);
// TCut ttbar_weight("(weightppb*4000)/top_pt_weight_official");
TCut ttbar_weight("(3.17760399999999981e-05*4000)");
cout << "Filling histograms for " << var.Data() << endl;
ttbar_ch->Project("ttbar",var,(cut)*ttbar_weight);
qcd_ch->Project("qcd",var,cut*weights);
znn_ch->Project("znn",var,cut*weights);
wjets_ch->Project("wjets",var,(cut)*weights);
other_ch->Project("other",var,cut*weights);
single_top_ch->Project("single_top",var,cut*weights);
t1bbbb_1500_100_ch->Project("t1bbbb_1500_100",var,(cut)*weights);
t1bbbb_1000_900_ch->Project("t1bbbb_1000_900",var,(cut)*weights);
t1tttt_1500_100_ch->Project("t1tttt_1500_100",var,(cut)*weights);
t1tttt_1200_800_ch->Project("t1tttt_1200_800",var,(cut)*weights);
t1qqqq_1400_100_ch->Project("t1qqqq_1400_100",var,(cut)*weights);
t1qqqq_1000_800_ch->Project("t1qqqq_1000_800",var,(cut)*weights);
bool addOverflow(true);
Double_t e_overflow(0.), i_overflow(0.);
if (addOverflow) {
i_overflow=httbar->IntegralAndError(nbinsx,nbinsx+1,e_overflow);
httbar->SetBinContent(nbinsx, i_overflow);
httbar->SetBinError(nbinsx, e_overflow);
i_overflow=hqcd->IntegralAndError(nbinsx,nbinsx+1,e_overflow);
hqcd->SetBinContent(nbinsx, i_overflow);
hqcd->SetBinError(nbinsx, e_overflow);
i_overflow=hznn->IntegralAndError(nbinsx,nbinsx+1,e_overflow);
hznn->SetBinContent(nbinsx, i_overflow);
hznn->SetBinError(nbinsx, e_overflow);
i_overflow=hwjets->IntegralAndError(nbinsx,nbinsx+1,e_overflow);
hwjets->SetBinContent(nbinsx, i_overflow);
hwjets->SetBinError(nbinsx, e_overflow);
i_overflow=hsingle_top->IntegralAndError(nbinsx,nbinsx+1,e_overflow);
hsingle_top->SetBinContent(nbinsx, i_overflow);
hsingle_top->SetBinError(nbinsx, e_overflow);
i_overflow=hother->IntegralAndError(nbinsx,nbinsx+1,e_overflow);
hother->SetBinContent(nbinsx, i_overflow);
hother->SetBinError(nbinsx, e_overflow);
i_overflow=ht1bbbb_1500_100->IntegralAndError(nbinsx,nbinsx+1,e_overflow);
ht1bbbb_1500_100->SetBinContent(nbinsx, i_overflow);
ht1bbbb_1500_100->SetBinError(nbinsx, e_overflow);
i_overflow=ht1bbbb_1000_900->IntegralAndError(nbinsx,nbinsx+1,e_overflow);
ht1bbbb_1000_900->SetBinContent(nbinsx, i_overflow);
ht1bbbb_1000_900->SetBinError(nbinsx, e_overflow);
i_overflow=ht1tttt_1500_100->IntegralAndError(nbinsx,nbinsx+1,e_overflow);
ht1tttt_1500_100->SetBinContent(nbinsx, i_overflow);
ht1tttt_1500_100->SetBinError(nbinsx, e_overflow);
i_overflow=ht1tttt_1200_800->IntegralAndError(nbinsx,nbinsx+1,e_overflow);
ht1tttt_1200_800->SetBinContent(nbinsx, i_overflow);
ht1tttt_1200_800->SetBinError(nbinsx, e_overflow);
i_overflow=ht1qqqq_1400_100->IntegralAndError(nbinsx,nbinsx+1,e_overflow);
ht1qqqq_1400_100->SetBinContent(nbinsx, i_overflow);
ht1qqqq_1400_100->SetBinError(nbinsx, e_overflow);
i_overflow=ht1qqqq_1000_800->IntegralAndError(nbinsx,nbinsx+1,e_overflow);
ht1qqqq_1000_800->SetBinContent(nbinsx, i_overflow);
ht1qqqq_1000_800->SetBinError(nbinsx, e_overflow);
}
// Add up MC histograms
hmc_exp->Add(httbar);
hmc_exp->Add(hqcd);
hmc_exp->Add(hznn);
hmc_exp->Add(hwjets);
hmc_exp->Add(hsingle_top);
hmc_exp->Add(hother);
double binwidth = (xup - xlow) / nbinsx;
TString ytitle = Form("Events / %.3f", binwidth);
hmc_exp->GetXaxis()->SetTitle(httbar->GetXaxis()->GetTitle());
hmc_exp->GetYaxis()->SetTitle(ytitle);
cout << "... DONE: add all backgrounds to mc_exp." << endl;
Double_t ttbar_e(0.), qcd_e(0.), znn_e(0.), wjets_e(0.), other_e(0.), single_top_e(0.), bg_tot_e(0.), t1tttt_1500_100_e(0.);
double ttbar_n(httbar->IntegralAndError(0,nbinsx+1, ttbar_e));
double qcd_n(hqcd->IntegralAndError(0,nbinsx+1, qcd_e));
double znn_n(hznn->IntegralAndError(0,nbinsx+1, znn_e));
double wjets_n(hwjets->IntegralAndError(0,nbinsx+1, wjets_e));
double other_n(hother->IntegralAndError(0,nbinsx+1, other_e));
double single_top_n(hsingle_top->IntegralAndError(0,nbinsx+1, single_top_e));
double bg_tot(hmc_exp->IntegralAndError(0,nbinsx+1, bg_tot_e));
double t1tttt_1500_100_n(ht1tttt_1500_100->IntegralAndError(0,nbinsx+1, t1tttt_1500_100_e));
printf("Counts before cut: %s\n",var.Data());
printf("&ttbar&qcd&znn&wjets&single top&other&t1bbbb_1500_100\\\\ \n");
printf("%s & %3.2f+-%3.2f & %3.2f+-%3.2f & %3.2f+-%3.2f & %3.2f+-%3.2f & %3.2f+-%3.2f & %3.2f+-%3.2f & %3.2f+-%3.2f & %3.2f+-%3.2f \\\\\n",
var.Data(),
ttbar_n,ttbar_e,
qcd_n,qcd_e,
znn_n,znn_e,
wjets_n,wjets_e,
single_top_n,single_top_e,
other_n,other_e,
// hmc_exp->GetBinContent(1), hmc_exp->GetBinError(1),
bg_tot,bg_tot_e,
t1tttt_1500_100_n,t1tttt_1500_100_e);
cout << "... DONE: filled histograms." << endl;
if (sigStack) {
for (int bin(0); bin<nbinsx; bin++) {
ht1bbbb_1500_100->SetBinContent(bin+1, hmc_exp->GetBinContent(bin+1));
ht1bbbb_1000_900->SetBinContent(bin+1, hmc_exp->GetBinContent(bin+1));
ht1tttt_1500_100->SetBinContent(bin+1, hmc_exp->GetBinContent(bin+1));
ht1tttt_1200_800->SetBinContent(bin+1, hmc_exp->GetBinContent(bin+1));
}
}
THStack * hs = new THStack("hs", "");
hs->Add(hother);
hs->Add(hsingle_top);
hs->Add(hwjets);
hs->Add(hznn);
if (httbar->Integral()>hqcd->Integral()) {
hs->Add(hqcd);
hs->Add(httbar);
} else {
hs->Add(httbar);
hs->Add(hqcd);
}
//hs->GetYaxis()->SetTitle("Events / 5 fb^{-1}");
//hs->GetXaxis()->SetTitle(httbar->GetXaxis()->GetTitle());
// Setup histogram styles
set_style(httbar, "ttbar");
set_style(hqcd, "qcd");
set_style(hznn, "znn");
set_style(hwjets, "wjets");
set_style(hother, "other");
set_style(hsingle_top, "single_top");
// Setup auxiliary histograms (ratios, errors, etc)
TH1D * staterr = (TH1D *) hmc_exp->Clone("staterr");
staterr->Sumw2();
//staterr->SetFillColor(kRed);
staterr->SetFillColor(kGray+3);
staterr->SetMarkerSize(0);
staterr->SetFillStyle(3013);
// Setup legends
TLegend * leg1 = new TLegend(0.48, 0.6, 0.72, 0.92);
set_style(leg1,0.025);
if (plotData) leg1->AddEntry(hsingle_top, "Data", "pel");
if (plotSig) {
leg1->AddEntry(ht1bbbb_1500_100, "#splitline{T1bbbb}{(1500,100) GeV}", "l");
leg1->AddEntry(ht1bbbb_1000_900, "#splitline{T1bbbb}{(1000,900) GeV}", "l");
leg1->AddEntry(ht1tttt_1500_100, "#splitline{T1tttt}{(1500,100) GeV}", "l");
leg1->AddEntry(ht1tttt_1200_800, "#splitline{T1tttt}{(1200,800) GeV}", "l");
leg1->AddEntry(ht1qqqq_1400_100, "#splitline{T1qqqq}{(1400,100) GeV}", "l");
leg1->AddEntry(ht1qqqq_1000_800, "#splitline{T1qqqq}{(1000,800) GeV}", "l");
}
TLegend * leg2 = new TLegend(0.72, 0.6, 0.94, 0.92);
set_style(leg2,0.025);
if (httbar->Integral()>hqcd->Integral()) {
leg2->AddEntry(httbar, "t#bar{t}", "f");
leg2->AddEntry(hqcd, "QCD", "f");
} else {
leg2->AddEntry(hqcd, "QCD", "f");
leg2->AddEntry(httbar, "t#bar{t}", "f");
}
leg2->AddEntry(hznn, "Z+jets", "f");
leg2->AddEntry(hwjets, "W+jets", "f");
leg2->AddEntry(hsingle_top, "Single Top", "f");
leg2->AddEntry(hother, "Other", "f");
leg2->AddEntry(staterr, "MC uncert.", "f");
double ymax = hs->GetMaximum();
if (ht1tttt_1500_100->GetMaximum()>ymax) ymax=ht1tttt_1500_100->GetMaximum();
if (ht1bbbb_1500_100->GetMaximum()>ymax) ymax=ht1bbbb_1500_100->GetMaximum();
if (ht1qqqq_1400_100->GetMaximum()>ymax) ymax=ht1qqqq_1400_100->GetMaximum();
if(plotLog) {
hs->SetMaximum(200*ymax);
hs->SetMinimum(0.1);
}
else {
hs->SetMaximum(2*ymax);
if (plot_title.Contains("baseline")) hs->SetMaximum(1.3*ymax);
}
// Vertical lines for cuts
TLine* line_low = new TLine(cut_low,0,cut_low,1.5*ymax);
TLine* line_high = new TLine(cut_high,0,cut_high,1.5*ymax);
set_style(line_low);
set_style(line_high);
// Setup canvas and pads
TCanvas * c1 = new TCanvas("c1", "c1", 700, 700);
TPad * pad1 = new TPad("pad1", "top pad" , 0.0, 0.3, 1.0, 1.0);
TPad * pad2 = new TPad("pad2", "bottom pad", 0.0, 0.0, 1.0, 0.3);
if(plotData) {
pad1->SetBottomMargin(0.0);
pad1->Draw();
pad2->SetTopMargin(0.0);
pad2->SetBottomMargin(0.35);
pad2->Draw();
pad1->cd();
pad1->SetLogy(plotLog);
}
else {
c1->cd();
c1->SetLogy(plotLog);
}
// Draw hists
hs->Draw("hist");
hs->SetTitle(hmc_exp->GetTitle());
hs->GetXaxis()->SetTitle(httbar->GetXaxis()->GetTitle());
hs->GetYaxis()->SetTitle(ytitle);
hs->GetXaxis()->SetLabelSize(0.03);
hs->GetYaxis()->SetLabelSize(0.03);
if (plotData)
{
// hsingle_top->Draw("e1 same");
hs->GetXaxis()->SetLabelSize(0);
}
staterr->Draw("e2 same");
if (plotSig) {
ht1bbbb_1500_100->SetLineColor(2);
ht1bbbb_1500_100->SetLineWidth(4);
ht1bbbb_1500_100->SetFillColor(0);
ht1bbbb_1000_900->SetLineColor(2);
ht1bbbb_1000_900->SetLineWidth(4);
ht1bbbb_1000_900->SetLineStyle(7);
ht1bbbb_1000_900->SetFillColor(0);
ht1tttt_1500_100->SetLineColor(kGreen);
ht1tttt_1500_100->SetLineWidth(4);
ht1tttt_1500_100->SetFillColor(0);
ht1tttt_1200_800->SetLineColor(kGreen);
ht1tttt_1200_800->SetLineStyle(7);
ht1tttt_1200_800->SetLineWidth(4);
ht1tttt_1200_800->SetFillColor(0);
ht1qqqq_1400_100->SetLineColor(1006);
ht1qqqq_1400_100->SetLineWidth(4);
ht1qqqq_1400_100->SetFillColor(0);
ht1qqqq_1000_800->SetLineColor(1006);
ht1qqqq_1000_800->SetLineWidth(4);
ht1qqqq_1000_800->SetLineStyle(7);
ht1qqqq_1000_800->SetFillColor(0);
ht1bbbb_1500_100->Draw("hist same");
ht1bbbb_1000_900->Draw("hist same");
ht1tttt_1500_100->Draw("hist same");
ht1tttt_1200_800->Draw("hist same");
ht1qqqq_1400_100->Draw("hist same");
ht1qqqq_1000_800->Draw("hist same");
}
if (cut_low>0) line_low->Draw("same");
if (cut_high>0) line_high->Draw("same");
// Draw legends
leg1->Draw();
leg2->Draw();
TLatex * latex = new TLatex();
latex->SetNDC();
latex->SetTextAlign(12);
latex->SetTextFont(62);
latex->SetTextSize(0.042);
latex->DrawLatex(0.19, 0.89, "CMS Simulation");
latex->SetTextSize(0.03);
latex->DrawLatex(0.19, 0.84, "#sqrt{s} = 13 TeV, L = 4 fb^{-1}");
// Print
cout << "MakePlots(): Printing..." << endl;
c1->cd();
if (plot_title.EqualTo("default")) plot_title=plotdir+var;
gPad->Print(plotdir+plot_title+".pdf");
// Clean up
delete staterr;
delete leg1;
delete leg2;
delete latex;
// delete pave;
delete hs;
delete pad1;
delete pad2;
delete c1;
delete httbar;
delete hqcd;
delete hznn;
delete hwjets;
delete hsingle_top;
delete hother;
delete hmc_exp;
delete ht1bbbb_1500_100;
delete ht1bbbb_1000_900;
delete ht1tttt_1500_100;
delete ht1tttt_1200_800;
delete ht1qqqq_1400_100;
delete ht1qqqq_1000_800;
cout << "MakePlots(): DONE!" << endl;
return;
}
//void VHPlotter(string title="", int plot=0) {
void VHPlotter(string title="", int plot=0, TCanvas* c1=0 ) {
string subdir="0";
string postfix="";
string dirbSel="";
double norm11 = ((Lumi2016_ele * Xsec_dy_amc1) / Ngen_dy_amc1);
double norm12 = ((Lumi2016_ele * Xsec_dy_amc2) / Ngen_dy_amc2);
double norm13 = ((Lumi2016_ele * Xsec_dy_amc3) / Ngen_dy_amc3);
double norm14 = ((Lumi2016_ele * Xsec_dy_amc4) / Ngen_dy_amc4);
double norm2 = ((Lumi2016_ele * Xsec_tt) / Ngen_tt);
double norm3 = ((Lumi2016_ele * Xsec_zz) / Ngen_zz);
double norm4 = ((Lumi2016_ele * Xsec_wz) / Ngen_wz);
double norm6 = ((Lumi2016_ele * Xsec_ww) / Ngen_ww);
double norm7 = ((Lumi2016_ele * Xsec_zhm) / Ngen_zhm);
double norm8 = ((Lumi2016_ele * Xsec_zhp) / Ngen_zhp);
//if (ilepton==1) Lumi2016 = Lumi2016_ele;
/*double enorm1 = ((Lumi2012 * eXsec_dy) / Ngen_dy);
double enorm1_amc = ((Lumi2012 * eXsec_dy_amc) / Ngen_dy_amc);
double enorm1_1 = ((Lumi2012 * eXsec_dy_1) / Ngen_dy_1);
double enorm1_2=0;
double enorm2 = ((Lumi2012 * eXsec_tt) / Ngen_tt);
double enorm4 = ((Lumi2012 * eXsec_wz) / Ngen_wz);
double enorm5 = ((Lumi2012 * eXsec_qcd) / Ngen_qcd);
double enorm6 = ((Lumi2012 * eXsec_ww) / Ngen_ww);
double enorm7 = ((Lumi2012 * eXsec_wj) / Ngen_wj);
double enorm8 = ((Lumi2012 * eXsec_tS) / Ngen_tS);
double enorm9 = ((Lumi2012 * eXsec_tT) / Ngen_tT);
double enorm10 = ((Lumi2012 * eXsec_tW) / Ngen_tW);
double enorm11 = ((Lumi2012 * eXsec_tSb) / Ngen_tSb);
double enorm12 = ((Lumi2012 * eXsec_tTb) / Ngen_tTb);
double enorm13 = ((Lumi2012 * eXsec_tWb) / Ngen_tWb);
*/
TFile* mc11 = TFile::Open((path + "DYJetsToLL_M-50_HT-100to200_13TeV.root").c_str());
TH1F* h_mc11 = (TH1F*)gDirectory->Get(title.c_str());
TFile* mc12 = TFile::Open((path + "DYJetsToLL_M-50_HT-200to400_13TeV.root").c_str());
TH1F* h_mc12 = (TH1F*)gDirectory->Get(title.c_str());
TFile* mc13 = TFile::Open((path + "DYJetsToLL_M-50_HT-400to600_13TeV.root").c_str());
TH1F* h_mc13 = (TH1F*)gDirectory->Get(title.c_str());
TFile* mc14 = TFile::Open((path + "DYJetsToLL_M-50_HT-600toInf_13TeV.root").c_str());
TH1F* h_mc14 = (TH1F*)gDirectory->Get(title.c_str());
TFile* mc2 = TFile::Open((path + "TT_TuneCUETP8M1_13TeV.root").c_str());
TH1F* h_mc2 = (TH1F*)gDirectory->Get(title.c_str());
TFile* mc3 = TFile::Open((path + "ZZ_TuneCUETP8M1_13TeV.root").c_str());
TH1F* h_mc3 = (TH1F*)gDirectory->Get(title.c_str());
TFile* mc4 = TFile::Open((path + "WZ_TuneCUETP8M1_13TeV.root").c_str());
TH1F* h_mc4 = (TH1F*)gDirectory->Get(title.c_str());
TFile* mc6 = TFile::Open((path + "WW_TuneCUETP8M1_13TeV.root").c_str());
TH1F* h_mc6 = (TH1F*)gDirectory->Get(title.c_str());
TFile* mc7 = TFile::Open((path + "ZH_HToBB_ZToLL_M125_13TeV_amcatnlo.root").c_str());
TH1F* h_mc7 = (TH1F*)gDirectory->Get(title.c_str());
TFile* mc8 = TFile::Open((path + "ZH_HToBB_ZToLL_M125_13TeV_powheg.root").c_str());
TH1F* h_mc8 = (TH1F*)gDirectory->Get(title.c_str());
//TFile* data = TFile::Open((path + "SingleElectron-Run2016B-v2.root").c_str());;
//TH1F* h_data = (TH1F*)gDirectory->Get(title.c_str());
TFile* data_runB = TFile::Open((path + "SingleElectron-Run2016B-v2.root").c_str());
TH1F* h_data_runB = (TH1F*)gDirectory->Get(title.c_str());
TFile* data_runC = TFile::Open((path + "SingleElectron-Run2016C-v2.root").c_str());
TH1F* h_data_runC = (TH1F*)gDirectory->Get(title.c_str());
TFile* data_runD = TFile::Open((path + "SingleElectron-Run2016D-v2.root").c_str());
TH1F* h_data_runD = (TH1F*)gDirectory->Get(title.c_str());
TH1F* h_data = (TH1F*)h_data_runB ->Clone("h_data");
h_data->Reset();
h_data->Add( h_data_runB );
h_data->Add( h_data_runC );
h_data->Add( h_data_runD );
h_mc2 -> SetLineColor(kBlack);
h_mc2 -> SetFillColor(kBlue);
//h_mc2 -> SetFillStyle(3004);
h_mc3 -> SetLineColor(kBlack);
h_mc3 -> SetFillColor(kGray+2);
//h_mc3 -> SetFillStyle(3004);
//h_mc4 -> SetLineColor(kBlack);
//h_mc4 -> SetFillColor(kGray+3);
//h_mc4 -> SetFillStyle(3004);
//h_mc6 -> SetLineColor(kBlack);
//h_mc6 -> SetFillColor(kRed+2);
//h_mc6 -> SetFillStyle(3004);
h_mc7 -> SetLineColor(kBlack);
h_mc7 -> SetFillColor(kMagenta);
//h_mc7 -> SetFillStyle(3004);
h_mc8 -> SetLineColor(kGreen);
//h_mc8 -> SetLineColor(kBlack);
//h_mc8 -> SetFillColor(kPink);
//h_mc8 -> SetFillStyle(3004);
h_mc8 ->SetLineWidth(3);
h_mc11->Scale(norm11);
h_mc12->Scale(norm12);
h_mc13->Scale(norm13);
h_mc14->Scale(norm14);
h_mc2->Scale(norm2);
h_mc3->Scale(norm3);
h_mc4->Scale(norm4);
h_mc6->Scale(norm6);
h_mc7->Scale(norm7);
h_mc8->Scale(norm8);
TH1F* h_mcDY = (TH1F*)h_mc11->Clone("h_mcDY");
h_mcDY->Reset();
h_mcDY->Add(h_mc14);
h_mcDY->Add(h_mc13);
h_mcDY->Add(h_mc12);
h_mcDY->Add(h_mc11);
h_mcDY -> SetLineColor(kBlack);
h_mcDY -> SetFillColor(kYellow-4);
//h_mcDY -> SetFillStyle(3004);
TH1F* h_mcDiboson = (TH1F*)h_mc3->Clone("h_mcDiboson");
h_mcDiboson->Reset();
h_mcDiboson->Add(h_mc3);
h_mcDiboson->Add(h_mc4);
h_mcDiboson->Add(h_mc6);
TH1F *ht = (TH1F*)h_mcDY->Clone("ht");
ht->Reset();
//ht->Add(h_mc8);
ht->Add(h_mc7);
//ht->Add(h_mc6);
//ht->Add(h_mc4);
//ht->Add(h_mc3);
ht->Add(h_mcDiboson);
ht->Add(h_mc2);
ht->Add(h_mcDY);
THStack *hs = new THStack("hs","");
//hs->Add(h_mc8); // ZH powheg
hs->Add(h_mc7); // ZH madgraph
//hs->Add(h_mc6);
//hs->Add(h_mc4);
//hs->Add(h_mc3);
hs->Add(h_mcDiboson);
hs->Add(h_mc2);
hs->Add(h_mcDY);
//TCanvas* c1 = 0;
//c1 = new TCanvas("c","c",10,10,800,600);
c1->cd();
TPad *pad1 = new TPad("pad1","pad1",0.0,0.3,1.0,1.0);
pad1->SetBottomMargin(0.001);
pad1->Draw();
pad1->cd();
if( title=="FATjetSDmass" || title=="FATjetSDmassCorr" || title=="FATjetPRmass" || title=="FATjetPRmassCorr" || title=="FATnSubjet" || title=="ZHmass" )
{
pad1->SetLogy();
}
hs->Draw("HIST");
hs->GetYaxis()->SetTitle("Events");
hs->GetYaxis()->SetTitleSize(0.05);
hs->GetYaxis()->SetLabelSize(0.045);
hs->GetYaxis()->SetTitleOffset(1.0);// 0.7
//hs->SetMinimum(8);
hs->SetMinimum(0.1);
hs->SetMaximum(1.2*hs->GetMaximum());
if (title=="ZHmass") {
hs->GetXaxis()->SetRangeUser(0, 3000);
}
h_mc8->Draw("same hist");
h_data->Draw("EPX0SAMES");
h_data->SetMarkerColor(kBlack);
h_data->SetMarkerStyle(20);
h_data->SetMarkerSize (1.0);
h_data->SetStats(0);
TLegend *leg;
if (title=="FATjetTau2dvTau1") {
leg = new TLegend(0.15, 0.547, 0.41, 0.88);
}
else {
leg = new TLegend(0.65, 0.547, 0.91, 0.88);
}
//leg = new TLegend(0.65, 0.547, 0.91, 0.88);
leg->SetBorderSize(0);
leg->SetEntrySeparation(0.01);
leg->SetFillColor(0);
leg->SetFillStyle(0);
leg->AddEntry(h_data,"Data","p");
leg->AddEntry(h_mcDY,"DY","f");
leg->AddEntry(h_mc2,"t#bar{t}","f");
//leg->AddEntry(h_mc3,"ZZ","f");
//leg->AddEntry(h_mc4,"WZ","f");
//leg->AddEntry(h_mc6,"WW","f");
leg->AddEntry(h_mcDiboson,"Diboson","f");
leg->AddEntry(h_mc7,"ZH madgraph","f");
leg->AddEntry(h_mc8,"ZH powheg (not in stack)","f");
leg->Draw();
TLatex *lar = new TLatex();
lar->SetNDC(kTRUE);
lar->SetTextSize(0.04);
lar->SetLineWidth(5);
lar->DrawLatex(0.14, 0.94, "CMS #it{#bf{2016}}");
lar->DrawLatex(0.60, 0.94, "L = 12.7 fb^{-1} at #sqrt{s} = 13 TeV");
pad1->Update();
c1->Update();
c1->cd();
TH1F *h_ratio = (TH1F*)h_data->Clone("h_ratio");
TPad *pad2 = new TPad("pad2","pad2",0,0,1,0.3);// 0.3
pad2->SetTopMargin(0);
pad2->SetBottomMargin(0.3);
pad2->Draw();
pad2->cd();
h_ratio->SetTitle("");
h_ratio->SetStats(0);
if (title=="Zpt") {
h_ratio->GetXaxis ()->SetTitle("p_{T}(Z) [GeV/c]");
} else if (title=="Zmass") {
h_ratio->GetXaxis ()->SetTitle("M(Z) [GeV/c^{2}]");//
} else if (title=="ZRapidity") {
h_ratio->GetXaxis ()->SetTitle("y(Z)");
} else if (title=="Zeta") {
h_ratio->GetXaxis ()->SetTitle("#eta(Z)");
} else if (title=="nVtx") {
h_ratio->GetXaxis ()->SetTitle("Number of Vertices");
} else if (title=="leadElePt") {
h_ratio->GetXaxis ()->SetTitle("Leading Electron p_{T} [GeV/c]");
} else if (title=="subleadElePt") {
h_ratio->GetXaxis ()->SetTitle("Sub-Leading Electron p_{T} [GeV/c]");
} else if (title=="leadEleEta") {
h_ratio->GetXaxis ()->SetTitle("Leading Electron #eta");
} else if (title=="subleadEleEta") {
h_ratio->GetXaxis ()->SetTitle("Sub-Leading Electron #eta");
} else if (title=="FATjetPt") {
h_ratio->GetXaxis ()->SetTitle("FAT Jet p_{T} [GeV/c]");
} else if (title=="FATjetEta") {
h_ratio->GetXaxis ()->SetTitle("FAT Jet #eta");
} else if (title=="FATjetCISVV2") {
h_ratio->GetXaxis ()->SetTitle("FAT Jet CSVv2");
} else if (title=="FATjetSDmass") {
h_ratio->GetXaxis ()->SetTitle("FAT Jet Soft Drop Mass [GeV/c^{2}]");
} else if (title=="FATjetSDmassCorr") {
h_ratio->GetXaxis ()->SetTitle("FAT Jet Corrected Soft Drop Mass [GeV/c^{2}]");
} else if (title=="FATjetPRmass") {
h_ratio->GetXaxis ()->SetTitle("FAT Jet Pruned Mass [GeV/c^{2}]");
} else if (title=="FATjetPRmassCorr") {
h_ratio->GetXaxis ()->SetTitle("FAT Jet L2L3 Corrected Pruned Mass [GeV/c^{2}]");
} else if (title=="FATjetTau1") {
h_ratio->GetXaxis ()->SetTitle("FAT Jet #tau_{1}");
} else if (title=="FATjetTau2") {
h_ratio->GetXaxis ()->SetTitle("FAT Jet #tau_{2}");
} else if (title=="FATjetTau2dvTau1") {
h_ratio->GetXaxis ()->SetTitle("FAT Jet #tau_{21}");
} else if (title=="FATnSubjet") {
h_ratio->GetXaxis ()->SetTitle("Number of Subjets");
} else if (title=="FATsubjetLeadingPt") {
h_ratio->GetXaxis ()->SetTitle("Leading SubJet p_{T} [GeV/c]");
} else if (title=="FATsubjetLeadingEta") {
h_ratio->GetXaxis ()->SetTitle("Leading SubJet #eta");
} else if (title=="FATsubjetLeadingSDCSV") {
h_ratio->GetXaxis ()->SetTitle("Leading SubJet Soft Drop CSV");
} else if (title=="FATsubjetSubLeadingPt") {
h_ratio->GetXaxis ()->SetTitle("Sub-Leading SubJet p_{T} [GeV/c]");
} else if (title=="FATsubjetSubLeadingEta") {
h_ratio->GetXaxis ()->SetTitle("Sub-Leading SubJet #eta");
} else if (title=="FATsubjetSubLeadingSDCSV") {
h_ratio->GetXaxis ()->SetTitle("Sub-Leading SubJet Soft Drop CSV");
} else if (title=="ADDjet_DoubleSV") {
h_ratio->GetXaxis ()->SetTitle("ADDjet double b-tagger discriminator");
} else if (title=="ZHmass") {
h_ratio->GetXaxis ()->SetTitle("ZH invariant mass [GeV/c^{2}]");
}
if (title=="ZHmass") {
h_ratio->GetXaxis()->SetRangeUser(0, 3000);
}
h_ratio->GetXaxis()->SetTitleSize(0.11);
h_ratio->GetXaxis()->SetLabelFont(42);
h_ratio->GetXaxis()->SetLabelSize(0.10);
h_ratio->GetXaxis()->SetTitleFont(42);
h_ratio->GetYaxis()->SetTitle("Data/MC");
h_ratio->GetYaxis()->SetNdivisions(505);
h_ratio->GetYaxis()->SetTitleSize(0.11);
h_ratio->GetYaxis()->SetLabelSize(0.10);
h_ratio->GetYaxis()->SetRangeUser(0.2, 2);
h_ratio->GetYaxis()->SetTitleOffset(0.33);
h_ratio->Divide(ht);
h_ratio->SetMarkerStyle(20);
h_ratio->Draw("E0PX0");
TLine *OLine = new TLine(h_ratio->GetXaxis()->GetXmin(),1.,h_ratio->GetXaxis()->GetXmax(),1.);
OLine->SetLineColor(kRed);
OLine->SetLineWidth(2);
OLine->Draw();
/*
TLatex *lar = new TLatex();
lar->SetNDC(kTRUE);
lar->SetTextSize(0.04);
lar->SetLineWidth(5);
lar->DrawLatex(0.14, 0.94, "CMS #it{#bf{2016}}");
lar->DrawLatex(0.60, 0.94, "L = 4.327 fb^{-1} at #sqrt{s} = 13 TeV");
*/
c1->cd();
//c1->SaveAs((path + title + ".pdf").c_str());
}
double etaFit(TString bin, TString valReturn, TString dir){
setTDRStyle();
bool savePlots = false;
//these only need to be global is using constraints
double Nwjets, Nzjets, NQCD;
bool inclZ = false;
bool inclW = false;
if(dir == "Scale_up" || dir == "Scale_down" || dir == "Match_up" || dir == "Match_down"){
inclZ = true;
inclW = true;
}
//choose object
TString Obj = bin;
int rebinFact = 1;
double MinX = 0.;
double MaxX = 2.6;
TString Xtitle = "#left|#eta#right|_{#mu}";
//Data
data = getSample("SingleMu", 1, rebinFact, Obj, "central");
//MC
TH1D* tt = getSample("TTJet", lumi*225.2/6920475, rebinFact, Obj, dir);
TH1D* tt_tot = getSample("TTJet", lumi*225.2/6920475, rebinFact, "Muon", dir);
TH1D* wjets;
//TH1D* w1jets = getSample("W1Jet", lumi*5400.0/23140779, rebinFact, Obj, dir);
TH1D* w2jets = getSample("W2Jets", lumi*1750.0/34041404, rebinFact, Obj, dir);
TH1D* w3jets = getSample("W3Jets", lumi*519.0/15536443, rebinFact, Obj, dir);
TH1D* w4jets = getSample("W4Jets", lumi*214.0/13370904, rebinFact, Obj, dir);
TH1D* zjets;
//TH1D* z1jets = getSample("DY1JetsToLL", lumi*561.0/24042904, rebinFact, Obj, dir);
TH1D* z2jets = getSample("DY2JetsToLL", lumi*181.0/21835749, rebinFact, Obj, dir);
TH1D* z3jets = getSample("DY3JetsToLL", lumi*51.1/11010628, rebinFact, Obj, dir);
TH1D* z4jets = getSample("DY4JetsToLL", lumi*23.04/6391785, rebinFact, Obj, dir);
TH1D* qcd = getQCD(rebinFact);
TH1D* qcd_mc = getSample("QCD_Pt-15to20_MuEnrichedPt5", lumi*7.022e8 * 0.0039/1722678, rebinFact, Obj, dir);
TH1D* qcd2 = getSample("QCD_Pt-20to30_MuEnrichedPt5", lumi*2.87e8 * 0.0065/8486893, rebinFact, Obj, dir);
TH1D* qcd3 = getSample("QCD_Pt-30to50_MuEnrichedPt5", lumi*6.609e7 * 0.0122/8928999, rebinFact, Obj, dir);
TH1D* qcd4 = getSample("QCD_Pt-50to80_MuEnrichedPt5", lumi*8082000.0 * 0.0218/7256011, rebinFact, Obj, dir);
TH1D* qcd5 = getSample("QCD_Pt-80to120_MuEnrichedPt5", lumi*1024000.0 * 0.0395/9030624, rebinFact, Obj, dir);
TH1D* qcd6 = getSample("QCD_Pt-120to170_MuEnrichedPt5", lumi*157800.0 * 0.0473/8500505, rebinFact, Obj, dir);
TH1D* qcd7 = getSample("QCD_Pt-170to300_MuEnrichedPt5", lumi*34020.0 * 0.0676/7662483, rebinFact, Obj, dir);
TH1D* qcd8 = getSample("QCD_Pt-300to470_MuEnrichedPt5", lumi*1757.0 * 0.0864/7797481, rebinFact, Obj, dir);
TH1D* qcd9 = getSample("QCD_Pt-470to600_MuEnrichedPt5", lumi*115.2 * 0.1024/2995767, rebinFact, Obj, dir);
TH1D* qcd10 = getSample("QCD_Pt-800to1000_MuEnrichedPt5",lumi*3.57 * 0.1033/4047142, rebinFact, Obj, dir);
TH1D* qcd11 = getSample("QCD_Pt-1000_MuEnrichedPt5", lumi*0.774 * 0.1097/3807263, rebinFact, Obj, dir);
qcd_mc->Add(qcd2);
qcd_mc->Add(qcd3);
qcd_mc->Add(qcd4);
qcd_mc->Add(qcd5);
qcd_mc->Add(qcd6);
qcd_mc->Add(qcd7);
qcd_mc->Add(qcd8);
qcd_mc->Add(qcd9);
qcd_mc->Add(qcd10);
qcd_mc->Add(qcd11);
qcd->Scale(qcd_mc->Integral());
cout << "NQCD: " << qcd_mc->Integral() << endl;
TH1D* top_t = getSample("T_t-channel", lumi*56.4/3757707, rebinFact, Obj, dir);
TH1D* top_tw = getSample("T_tW-channel", lumi*11.1/497395, rebinFact, Obj, dir);
TH1D* top_s = getSample("T_s-channel", lumi*3.79/249516, rebinFact, Obj, dir);
TH1D* tbar_t = getSample("Tbar_t-channel", lumi*30.7/1934817, rebinFact, Obj, dir);
TH1D* tbar_tw = getSample("Tbar_tW-channel", lumi*11.1/493239, rebinFact, Obj, dir);
TH1D* tbar_s = getSample("Tbar_s-channel", lumi*1.76/139948, rebinFact, Obj, dir);
//make combined top and single top template
TH1D* top = (TH1D*)tt->Clone("top");
top->Add(top_t); top->Add(top_tw);top->Add(top_s); top->Add(tbar_t); top->Add(tbar_tw);top->Add(tbar_s);
//sum single top into one
TH1D* single_top = (TH1D*)top_t->Clone("single top");
single_top->Add(top_tw);single_top->Add(top_s); single_top->Add(tbar_t); single_top->Add(tbar_tw);single_top->Add(tbar_s);
THStack *hs = new THStack("hs","test");
hs->Add(qcd);
if(inclZ == true){
zjets = getSample("DYJetsToLL", lumi*5745.25/30457954, rebinFact, Obj, dir);
}else{
zjets = getSample("DY1JetsToLL", lumi*561.0/24042904, rebinFact, Obj, dir);
zjets->Add(z2jets);
zjets->Add(z3jets);
zjets->Add(z4jets);
}
if(inclW == true){
wjets = getSample("WJetsToLNu", lumi*37509/57708550, rebinFact, Obj, dir);
}else{
wjets = getSample("W1Jet", lumi*5400.0/23140779, rebinFact, Obj, dir);
wjets->Add(w2jets);
wjets->Add(w3jets);
wjets->Add(w4jets);
}
hs->Add(zjets);
hs->Add(wjets);
hs->Add(top_t);
hs->Add(top_tw);
hs->Add(top_s);
hs->Add(tbar_t);
hs->Add(tbar_tw);
hs->Add(tbar_s);
hs->Add(tt);
//combined histo for pseudo?
TH1D* allMC = (TH1D*)top->Clone("allMC");
allMC->Add(wjets); allMC->Add(zjets); allMC->Add(qcd);
if(savePlots ==true){
//draw histos to files
TCanvas *c1 = new TCanvas("Plot","Plot",900, 600);
hs->SetMaximum(data->GetBinContent(data->GetMaximumBin())*1.3);
hs->Draw();
data->Draw("E same");
data->SetMarkerStyle(20);
hs->GetXaxis()->SetLimits(MinX, MaxX);
hs->GetXaxis()->SetTitle(Xtitle); hs->GetXaxis()->SetTitleSize(0.05);
hs->GetYaxis()->SetTitle("Number of Events");hs->GetYaxis()->SetTitleSize(0.05);
TLegend *tleg2;
tleg2 = new TLegend(0.7,0.7,0.8,0.9);
tleg2->SetTextSize(0.04);
tleg2->SetBorderSize(0);
tleg2->SetFillColor(10);
tleg2->AddEntry(data , "2012 data", "lpe");
tleg2->AddEntry(tt , "t#bar{t}", "lf");
tleg2->AddEntry(top_t, "single top", "lf");
tleg2->AddEntry(wjets , "w+jets", "lf");
tleg2->AddEntry(zjets , "z+jets", "lf");
tleg2->AddEntry(qcd , "QCD", "lf");
//tleg2->AddEntry(singtEff, "single-t" , "l");
//tleg2->AddEntry(singtwEff, "single-tW" , "l");
tleg2->Draw("same");
TText* textPrelim = doPrelim(0.17,0.96);
textPrelim->Draw();
TString plotName("plots/Control/Muon/");
plotName += "absEta";
plotName += "_ge2btags.pdf";
// c1->SaveAs(plotName);
delete c1;
}
//clone and scale
top_fit = (TH1D*)top->Clone("top fit");
wjets_fit = (TH1D*)wjets->Clone("wjets fit");
zjets_fit = (TH1D*)zjets->Clone("zjets fit");
qcd_fit = (TH1D*)qcd->Clone("qcd fit");
bg_fit = (TH1D*)wjets_fit->Clone("bg fit");
bg_fit->Add(zjets_fit);
bg_fit->Add(qcd_fit);
top_fit->Scale(1./ top_fit->Integral());
wjets_fit->Scale(1./ wjets_fit->Integral());
zjets_fit->Scale(1./ zjets_fit->Integral());
qcd_fit->Scale(1./ qcd_fit->Integral());
bg_fit->Scale(1./ bg_fit->Integral());
if(savePlots == true){
//draw histos to files
TCanvas *c2 = new TCanvas("Plot","Plot",900, 600);
top_fit->SetFillColor(kWhite); wjets_fit->SetFillColor(kWhite); zjets_fit->SetFillColor(kWhite); qcd_fit->SetFillColor(kWhite); bg_fit->SetFillColor(kWhite); bg_fit->SetLineColor(kBlack);
top_fit->Draw();
bg_fit->Draw("same");
wjets_fit->Draw("same");
zjets_fit->Draw("same");
qcd_fit->Draw("same");
top_fit->SetAxisRange(MinX, MaxX);
top_fit->GetXaxis()->SetTitle(Xtitle); top_fit->GetXaxis()->SetTitleSize(0.05);
top_fit->GetYaxis()->SetTitle("Normalised Events");top_fit->GetYaxis()->SetTitleSize(0.05);
TLegend *tleg3;
tleg3 = new TLegend(0.65,0.7,0.8,0.9);
tleg3->SetTextSize(0.04);
tleg3->SetBorderSize(0);
tleg3->SetFillColor(10);
tleg3->AddEntry(top_fit , "signal", "l");
tleg3->AddEntry(bg_fit , "background", "l");
tleg3->AddEntry(wjets_fit , "w+jets", "l");
tleg3->AddEntry(zjets_fit , "z+jets", "l");
tleg3->AddEntry(qcd_fit , "QCD", "l");
tleg3->Draw("same");
TText* textPrelim2 = doPrelim(0.17,0.96);
textPrelim2->Draw();
c2->SaveAs("plots/Fits/"+bin+"_Template.pdf");
delete c2;
}
int Ntotal = data->Integral();
double Nsignal = top->Integral();
Nwjets = wjets->Integral();
Nzjets = zjets->Integral();
NQCD = qcd->Integral();
// Initialize minuit, set initial values etc. of parameters.
const int npar = 2; // the number of parameters
TMinuit minuit(npar);
minuit.SetFCN(fcn);
minuit.SetPrintLevel(-1);
minuit.SetErrorDef(1.);
int ierflg = 0;
double Nbg= wjets->Integral()+zjets->Integral()+qcd->Integral();
string parName[npar] = {"ttbar+single-top", "background"}; //background parameters
double par[npar] = {top->Integral(), Nbg}; //using the MC estimation as the start values 1fb
cout << "total data events: " << Ntotal << endl;
for(int i=0; i<npar; i++){
//minuit.mnparm(i, parName[i], par[i],10., -1.e6, 1.e6, ierflg);
minuit.mnparm(i, parName[i], par[i], 10., 0, Ntotal, ierflg);
}
//the following is copied from Fabian's fitting code to improve minimum, but you can comment it, it won't affect the fitting results.
// 1 standard
// 2 try to improve minimum (slower)
double arglist[10];
arglist[0]=2;
minuit.mnexcm("SET STR",arglist,1,ierflg);
minuit.Migrad();
double outpar[npar], err[npar];
for (int i=0; i<npar; i++){
minuit.GetParameter(i,outpar[i],err[i]);
}
for (int i=0; i<top_fit->GetNbinsX() ; i++){
top_fit->SetBinContent(i+1, top_fit->GetBinContent(i+1)*outpar[0]);
bg_fit->SetBinContent(i+1, wjets_fit->GetBinContent(i+1)*outpar[1]);
//zjets_fit->SetBinContent(i+1, zjets_fit->GetBinContent(i+1)*outpar[2]);
//qcd_fit->SetBinContent(i+1, qcd_fit->GetBinContent(i+1)*outpar[3]);
}
//print out the results for all templates
// cout <<" \n Total number of events after the fit" << endl;
// cout<<" & ttbar+single top & w+jets & z+jets & qcd "<<endl;
// cout << " & " << Nsignal << " & " << Nwjets << " & " << Nzjets << " & " << NQCD <<endl;
// cout<< " & "<<outpar[0]<<"+-"<<err[0]<<" & "<<outpar[1]<<"+-"<<err[1]<<" & "<<outpar[2]<<"+-"<<err[2]<<" & "<<outpar[3]<<"+-"<<err[3]<<endl;
cout <<" \n Total number of events after the fit" << endl;
cout<<" & ttbar+single top & w+jets & z+jets & qcd "<<endl;
cout << " & " << Nsignal << " & " << Nwjets + Nzjets + NQCD <<endl;
cout<< " & "<<outpar[0] << "+-" <<err[0] << " & " <<outpar[1]<<"+-"<<err[1] <<endl;
if(savePlots == true){
TCanvas *c3 = new TCanvas("Plot","Plot",900, 600);
THStack* sum_fit = new THStack("sum fit","stacked histograms"); //used for stack plot
qcd_fit->SetFillColor(kYellow); zjets_fit->SetFillColor(kBlue); wjets_fit->SetFillColor(kGreen); top_fit->SetFillColor(kRed);
//sum_fit->Add(qcd_fit); sum_fit->Add(zjets_fit); sum_fit->Add(wjets_fit);
top_fit->SetLineColor(kBlack);
bg_fit->SetFillColor(kGreen);
sum_fit->Add(bg_fit);sum_fit->Add(top_fit);
sum_fit->Draw();
data->Draw("E same");
sum_fit->GetXaxis()->SetLimits(MinX, MaxX);
sum_fit->GetXaxis()->SetTitle(Xtitle); sum_fit->GetXaxis()->SetTitleSize(0.05);
sum_fit->GetYaxis()->SetTitle("Number of Events");sum_fit->GetYaxis()->SetTitleSize(0.05);
TLegend *tleg4;
tleg4 = new TLegend(0.65,0.7,0.8,0.9);
tleg4->SetTextSize(0.04);
tleg4->SetBorderSize(0);
tleg4->SetFillColor(10);
tleg4->AddEntry(top_fit , "signal", "ef");
tleg4->AddEntry(bg_fit , "background", "ef");
tleg4->Draw("same");
TText* textPrelim3 = doPrelim(0.17,0.96);
textPrelim3->Draw();
c3->SaveAs("plots/Fits/"+bin+"_Fit.pdf");
delete c3;
}
//cout << "cross section is: " << ((outpar[0]-single_top->Integral())/ tt_tot->Integral())*225.2 << endl;
if(valReturn == "measured"){
return outpar[0];
}else if(valReturn == "measuredErr"){
return err[0];
}else if(valReturn == "bgscale"){
return (outpar[1]/Nbg);
}
return 0;
}
void Plotter::Plot(std::string filename) {
gROOT->Reset();
//gROOT->SetStyle("Plain");
TStyle *MyStyle = new TStyle("MyStyle","My Root Styles");
MyStyle->SetPaperSize(20,24);
MyStyle->SetStatColor(0);
MyStyle->SetCanvasColor(0);
MyStyle->SetPadColor(0);
MyStyle->SetPadBorderMode(0);
MyStyle->SetCanvasBorderMode(0);
MyStyle->SetFrameBorderMode(0);
MyStyle->SetOptStat(0);
MyStyle->SetStatBorderSize(2);
MyStyle->SetOptTitle(0);
MyStyle->SetPadTickX(1);
MyStyle->SetPadTickY(1);
MyStyle->SetPadBorderSize(2);
MyStyle->SetPalette(51, 0);
MyStyle->SetPadBottomMargin(0.15);
MyStyle->SetPadTopMargin(0.05);
MyStyle->SetPadLeftMargin(0.15);
MyStyle->SetPadRightMargin(0.25);
MyStyle->SetTitleColor(1);
MyStyle->SetTitleFillColor(0);
MyStyle->SetTitleFontSize(0.05);
MyStyle->SetTitleBorderSize(0);
MyStyle->SetLineWidth(1);
MyStyle->SetHistLineWidth(3);
MyStyle->SetLegendBorderSize(0);
MyStyle->SetNdivisions(502, "x");
MyStyle->SetMarkerSize(0.8);
MyStyle->SetTickLength(0.03);
MyStyle->SetTitleOffset(1.5, "x");
MyStyle->SetTitleOffset(1.5, "y");
MyStyle->SetTitleOffset(1.0, "z");
MyStyle->SetLabelSize(0.05, "x");
MyStyle->SetLabelSize(0.05, "y");
MyStyle->SetLabelSize(0.05, "z");
MyStyle->SetLabelOffset(0.03, "x");
MyStyle->SetLabelOffset(0.03, "y");
MyStyle->SetLabelOffset(0.03, "z");
MyStyle->SetTitleSize(0.05, "x");
MyStyle->SetTitleSize(0.05, "y");
MyStyle->SetTitleSize(0.05, "z");
gROOT->SetStyle("MyStyle");
//gROOT->ForceStyle();
bool DrawLog = false;
for (int i = 0; i < N_histos; ++i) {
THStack *hs;
TLegend *l;
int Nset = data.size() + bg.size() + signal.size();
if (Nset > 20)
Nset = 20.;
l = new TLegend(0.76, 0.95 - 0.8 * Nset / 20., 1.0, 0.95);
l->SetFillStyle(1001);
l->SetFillColor(kWhite);
l->SetLineColor(kWhite);
l->SetLineWidth(2);
if (bg.size() > 0) {
hs = new THStack("hs", bg.at(0).at(i)->GetName());
int j = 0;
for (std::vector<std::vector<TH1F*> >::const_iterator it = bg.begin(); it != bg.end(); ++it) {
TH1F *histogram = it->at(i);
switch (j) {
case 0:
histogram->SetFillColor(kRed);
break;
case 1:
histogram->SetFillColor(kOrange);
break;
case 2:
histogram->SetFillColor(kYellow);
break;
case 3:
histogram->SetFillColor(kGreen);
break;
case 4:
histogram->SetFillColor(kCyan);
break;
case 5:
histogram->SetFillColor(kBlue);
break;
case 6:
histogram->SetFillColor(kMagenta);
break;
case 7:
histogram->SetFillColor(kGray);
break;
case 8:
histogram->SetFillColor(kGray + 2);
break;
default:
histogram->SetFillColor(kBlack);
break;
}
hs->Add(histogram);
l->AddEntry(histogram, bg_names.at(j).c_str(), "f");
++j;
}
}
TCanvas *c = new TCanvas("c", "c", 800, 600);
c->SetLogy(DrawLog);
std::string plotname;
if (data.size() > 0) {
plotname = std::string(data.at(0).at(i)->GetName());
data.at(0).at(i)->SetMaximum(1.5 * data.at(0).at(i)->GetMaximum());
data.at(0).at(i)->GetXaxis()->SetTitleOffset(1.3);
data.at(0).at(i)->GetYaxis()->SetTitleOffset(1.3);
data.at(0).at(i)->GetYaxis()->SetTitle("Events");
data.at(0).at(i)->GetXaxis()->SetNdivisions(505);
data.at(0).at(i)->Draw("");
l->AddEntry(data.at(0).at(i), data_names.at(0).c_str(), "p");
if (bg.size() > 0)
hs->Draw("histsame");
data.at(0).at(i)->SetMarkerStyle(20);
data.at(0).at(i)->Draw("psame");
l->Draw("same");
}
if (data.size() == 0 && bg.size() > 0) {
plotname = std::string(bg.at(0).at(i)->GetName());
hs->Draw("hist");
hs->GetXaxis()->SetTitleOffset(1.3);
hs->GetXaxis()->SetNdivisions(505);
hs->GetYaxis()->SetTitleOffset(1.3);
if (bg.size() > 0)
hs->GetXaxis()->SetTitle(bg.at(0).at(i)->GetXaxis()->GetTitle());
hs->GetYaxis()->SetTitle("Events");
l->Draw("same");
}
// if (i==2) {
// TLine *line = new TLine(2, 500*1000 , 2, 0);
// line->SetLineColor(kBlack);
// line->Draw("histsame");
// }
// if (i==4) {
// TLine *line = new TLine(1, 35000 , 1, 0);
// line->SetLineColor(kBlack);
// line->Draw("histsame");
// }
// if (i==6) {
// TLine *line = new TLine(1, 900 , 1, 0);
// line->SetLineColor(kBlack);
// line->Draw("histsame");
// }
// c->Print((filename+std::string("_")+plotname+std::string(".pdf")).c_str());
if (i == 0 && N_histos > 1) {
c->Print((filename+std::string("(")).c_str());
} else if (i > 0 && i == N_histos - 1)
c->Print((filename+std::string(")")).c_str());
else
c->Print(filename.c_str());
}
}
void plotsNoFitETau(bool mine=false,TString name="collMass",TString file="LFV_vbf_collMass_fakeRate_zjetsEmbed_newSignal.root", TString dir="preselectionMetFix_Nov2", TString dirInternal="vbfmutau",double blindA=100, double blindB=160, bool blind=false, TString Xaxis="M_{#mu,#tau}_{coll} [GeV]", TString Yaxis="Events / 20 GeV", TString Tex="#mu#tau_{h} 0 Jet", double xmin=0, double xmax=300, int rebinning=1, bool setLogY=false, double legx1=0.6, double legy1=0.9, double legx2=0.9, double legy2=0.5, double MAX=-1, double MIN=-1, double CORRFR=1., double scaleSignal=1.0, double ymin=-0.95, double ymax=0.95){
//gROOT->LoadMacro("tdrstyle.C");
setTDRStyle();
//gROOT->LoadMacro("CMS_lumi.C");
writeExtraText = false;
int iPeriod = 2;
// second parameter in example_plot is iPos, which drives the position of the CMS logo in the plot
int iPos=11;// : top-left, left-aligned
// iPos=33 : top-right, right-aligned
// iPos=22 : center, centered
// mode generally :
// iPos = 10*(alignement 1/2/3) + position (1/2/3 = left/center/right)
// example_plot( iPeriod, 11 ); // left-aligned
// example_plot( iPeriod, 33 ); // right-aligned
// example_plot( iPeriod, 0 ); // out of frame (in exceptional cases)
// example_plot( iPeriod, 11 ); // default: left-aligned
// example_plot( iPeriod, 22 ); // centered
// example_plot( iPeriod, 33 ); // right-aligned
double kForPlotting=1;
double branchingratioTauTau=0.063;
double branchingratioTauMu=0.1;
double Lumi=19717;
// Get Plots
// Get Plots
TFile *_file0= new TFile(dir+"/"+file);
TString find="DYrightarrowlljets";
if(!mine) find="zjetsother";
TH1F *hDY=_file0->Get(dirInternal+find); hDY->SetName("DY");
find="Diboson";
if(!mine) find="ww";
TH1F *hWW=_file0->Get(dirInternal+find); hWW->SetName("WW");
find="SingleTop";
if(!mine) find="singlet";
TH1F *hTOP=_file0->Get(dirInternal+find); hTOP->SetName("TOP");
find="tbart";
if(!mine) find="ttbar";
TH1F *hTT=_file0->Get(dirInternal+find); hTT->SetName("TT");
find="Zrightarrowtautauembedded";
if(!mine) find="ztautau";
TH1F *hZTauTau=_file0->Get(dirInternal+find); hZTauTau->SetName("ZTauTau");
find="Fakes";
if(!mine) find="fakes";
TH1F *hFAKES=_file0->Get(dirInternal+find); hFAKES->SetName("fakes");
hFAKES->Scale(CORRFR);
TH1F *hLFVVBF126=_file0->Get(dirInternal+"LFVvbfHiggsBR=1"); hLFVVBF126->SetName("LFVVBF126");
TH1F *hSMVBF126=_file0->Get(dirInternal+"SMvbfHiggs"); hSMVBF126->SetName("SMVBF126");
TH1F *hLFVGG126=_file0->Get(dirInternal+"LFVggHiggsBR=1"); hLFVGG126->SetName("LFVGG126");
TH1F *hSMGG126=_file0->Get(dirInternal+"SMHiggs"); hSMGG126->SetName("SMGG126");
find="Observed";
if(!mine) find="data_obs";
TH1F* hdata_obsNoErrFix=_file0->Get(dirInternal+find);
TH1F* hdata_obs = hdata_obsNoErrFix->Clone();
std::cout << hdata_obsNoErrFix->GetEntries() << std::endl;
for (i = 1; i <= hdata_obs->GetNbinsX(); i++){
if (hdata_obs->GetBinContent(i) == 0){
hdata_obs->SetBinContent(i,0.0);
hdata_obs->SetBinError(i,1.8);
}
}
hdata_obs->SetName("data_obs");
TH1F* hSMHIGGS=hSMGG126->Clone(); hSMHIGGS->SetName("HIGGSSM");
hSMHIGGS->Add(hSMVBF126);
// For the Control plots only we want signal to be scaled to 100% Br
hLFVVBF126->Scale(scaleSignal);
hLFVGG126->Scale(scaleSignal);
// From the fit
/* hDY->Scale(1.122280);
hWW->Scale(1.254172);
hTOP->Scale(1.348162);
hTT->Scale(1.082784);
hZTauTau->Scale(1.157596);
hFAKES->Scale(0.901000);
*/
// Daniel's Colors
/*
WGammaStar=kCyan
ZTauTauEmbedded=kOrange-4
ZLL_residual=kAzure+3
TTBar=40
SingleTop=kGreen-2
EWKDiBoson=kRed+2
WJets/QCD Multijets=kMagenta-10
SMHToTauTau=kMagenta
*/
hFAKES->SetFillColor(kMagenta-10); hFAKES->SetLineColor(kMagenta+4); hFAKES->SetLineWidth(1);
hZTauTau->SetFillColor(kOrange-4); hZTauTau->SetLineColor(kOrange+4); hZTauTau->SetLineWidth(1);
hDY->SetFillColor(kAzure+3); hDY->SetLineColor(kAzure+4); hDY->SetLineWidth(1);
hWW->SetFillColor(kAzure+3); hWW->SetLineColor(kAzure+3); hWW->SetLineWidth(1);
hTOP->SetFillColor(kGreen-2); hTOP->SetLineColor(kGreen+4); hTOP->SetLineWidth(1);
hTT->SetFillColor(kGreen-2); hTT->SetLineColor(kGreen-2); hTT->SetLineWidth(1);
hLFVGG126->SetLineColor(kBlue+1); hLFVGG126->SetLineWidth(3);
hLFVVBF126->SetLineColor(kBlue+1); hLFVVBF126->SetLineWidth(3); hLFVVBF126->SetLineStyle(kDashed);
hSMVBF126->SetLineColor(kMagenta); hSMVBF126->SetLineWidth(3); hSMVBF126->SetLineStyle(kDashed);
hSMGG126->SetLineColor(kMagenta); hSMGG126->SetLineWidth(3);
hSMHIGGS->SetFillColor(kMagenta); hSMHIGGS->SetLineColor(kMagenta+1); hSMHIGGS->SetLineWidth(1);
hdata_obs->SetMarkerSize(1); // Closer to Daniel's
// Rebin
hFAKES->Rebin(rebinning);
hZTauTau->Rebin(rebinning);
hDY->Rebin(rebinning);
hTOP->Rebin(rebinning);
hTT->Rebin(rebinning);
hWW->Rebin(rebinning);
hLFVGG126->Rebin(rebinning);
hLFVVBF126->Rebin(rebinning);
hSMVBF126->Rebin(rebinning);
hSMGG126->Rebin(rebinning);
hdata_obs->Rebin(rebinning);
hSMHIGGS->Rebin(rebinning);
// PLOT
TCanvas *c1 = new TCanvas("canvas_"+name);
TPad *Pad1= new TPad("pad1","",0,0.2,1,1); Pad1->Draw(); Pad1->cd();;
Pad1->SetLeftMargin(0.2147651);
Pad1->SetRightMargin(0.06543624);
Pad1->SetTopMargin(0.07);
Pad1->SetBottomMargin(0.04);
for (int i=0; i<hFAKES->GetNbinsX()+1; i++){
double content=hFAKES->GetBinContent(i);
double contentErr=0;//sqrt(content);//hFAKES->GetBinError(i);
double err=sqrt(0.3*0.3*content*content+contentErr*contentErr);
hFAKES->SetBinError(i,err);
}
TH1F* fullMC2=hZTauTau->Clone(); fullMC2->Add(hFAKES); fullMC2->Add(hTT); fullMC2->Add(hWW);
fullMC2->Add(hDY); fullMC2->Add(hTOP);
fullMC2->SetFillColorAlpha(kGray+2, 0.35);
//fullMC2->SetFillStyle(3002);
fullMC2->SetMarkerSize(0);
fullMC2->Draw("hist");
fullMC2->GetXaxis()->SetTitle("");
fullMC2->GetYaxis()->SetTitle(Yaxis);
fullMC2->GetXaxis()->SetRangeUser(xmin,xmax);
fullMC2->GetYaxis()->SetTitleOffset(1.2);
fullMC2->GetYaxis()->SetTitleSize(0.05);
fullMC2->GetXaxis()->SetNdivisions(505);
fullMC2->GetYaxis()->SetLabelSize(0.04);
fullMC2->GetXaxis()->SetLabelSize(0);
THStack* stack = new THStack("stack","");
stack->Add(hFAKES);
stack->Add(hWW);
stack->Add(hDY);
stack->Add(hTT);
stack->Add(hTOP);
stack->Add(hZTauTau);
stack->Add(hSMHIGGS);
cout<<"Yields"<<endl;
cout<<"VV " <<hWW->Integral()<<endl;
cout<<"TOP " <<hTOP->Integral()<<endl;
cout<<"TT " <<hTT->Integral()<<endl;
cout<<"DY " <<hDY->Integral()<<endl;
cout<<"ZTauTau " <<hZTauTau->Integral()<<endl;
cout<<"FAKES " <<hFAKES->Integral()<<endl;
cout<<"LFVGG126 " <<hLFVGG126->Integral()<<endl;
cout<<"LFVVBF126 " <<hLFVVBF126->Integral()<<endl;
stack->Draw("samehist");
fullMC2->Draw("sames,E2");
hLFVVBF126->Draw("sameshist");
hLFVGG126->Draw("sameshist");
double maxData=hdata_obs->GetMaximum();
double maxMC=stack->GetMaximum()*1.2;
double maxLFV=hLFVGG126->GetMaximum();
double maxLFV2=hLFVVBF126->GetMaximum();
double minMC=stack->GetMinimum();
if(maxData>maxMC) {maxMC=1.2*maxData;}
if(maxLFV>maxMC) {maxMC=1.2*maxLFV;}
if(maxLFV2>maxMC) {maxMC=1.2*maxLFV2;}
if(MAX!=-1) {maxMC=MAX;}
stack->SetMaximum(maxMC);
stack->GetYaxis()->SetRangeUser(minMC,maxMC);
fullMC2->SetMaximum(maxMC);
fullMC2->GetYaxis()->SetRangeUser(minMC,maxMC);
if(setLogY){fullMC2->SetMinimum(0.1); fullMC2->GetYaxis()->SetRangeUser(1,maxMC*1000);}
TH1F* histoDataUnblindedV4=hdata_obs->Clone(); histoDataUnblindedV4->SetName("data_unblinded");
if(!blind) hdata_obs->Draw("sames");
else {
int findBinA=hdata_obs->FindBin(blindA);
int findBinB=hdata_obs->FindBin(blindB);
for (int i=findBinA; i<findBinB; i++) hdata_obs->SetBinContent(i,-1000);
hdata_obs->Draw("sames");
TPave *pave = new TPave(blindA,minMC,blindB,maxMC,4,"br");
//pave->SetFillColorAlpha(kGray+3,0.35);
pave->SetFillColor(1);
pave->SetFillStyle(3003);
pave->SetDrawOption(0);
pave->SetBorderSize(0);
pave->Draw();
}
TLegend *leg = new TLegend(legx1,legy1,legx2,legy2,NULL,"brNDC");
leg->SetFillColor(0);
leg->SetBorderSize(0);
leg->SetFillStyle(0);
TLegendEntry *entry;
entry=leg->AddEntry(hdata_obs,"Data, e#tau_{h}","p");
entry=leg->AddEntry(fullMC2,"Bkgd. uncertainty","f");
entry=leg->AddEntry(hSMHIGGS,"SM Higgs","f");
eblindBy=leg->AddEntry(hZTauTau,"Z#rightarrow#tau#tau","f");
entry=leg->AddEntry(hTOP,"t#bar{t}, t, #bar{t}","f");
entry=leg->AddEntry(hDY,"Other","f");
entry=leg->AddEntry(hFAKES,"MisID'd #tau","f");
entry=leg->AddEntry(hLFVGG126,"LFV GG Higgs (B=100%)","l");
entry=leg->AddEntry(hLFVVBF126,"LFV VBF Higgs (B=100%)","l");
leg->Draw();
CMS_lumi( Pad1, iPeriod, iPos );
TLatex latex;
latex.SetNDC();
latex.SetTextAngle(0);
latex.SetTextColor(kBlack);
latex.SetTextFont(42);
latex.SetTextAlign(31);
latex.SetTextSize(.05);
latex.DrawLatex(0.39,0.8,Tex);
//cmsPrelim(Lumi);
Pad1->SetLogy(setLogY);
gPad->RedrawAxis();
c1->cd(); TPad *Pad2= new TPad("pad2","",0,0,1,0.23); Pad2->Draw(); Pad2->cd(); Pad2->SetGridy();
Pad2->SetLeftMargin(0.2147651);
Pad2->SetRightMargin(0.06543624);
Pad2->SetTopMargin(0.0);
Pad2->SetBottomMargin(0.37);
Pad2->SetFillStyle(0);
TH1F * Ratio=fullMC2->Clone(); Ratio->SetName("Ratio");
Ratio->Scale(-1);
Ratio->Add(hdata_obs,1);
Ratio->Divide(fullMC2);
Ratio->SetLineColor(kBlack);
Ratio->GetXaxis()->SetLabelFont(42);
Ratio->GetXaxis()->SetTitleFont(42);
Ratio->GetYaxis()->SetNdivisions(505);
Ratio->GetYaxis()->SetLabelFont(42);
Ratio->GetYaxis()->SetLabelSize(0.122);
Ratio->GetYaxis()->SetRangeUser(ymin,ymax);
Ratio->GetXaxis()->SetRangeUser(xmin,xmax);
Ratio->GetXaxis()->SetLabelSize(0.12);
Ratio->GetXaxis()->SetLabelFont(42);
Ratio->SetYTitle("#frac{Data-Bkgd}{Bkgd}");
Ratio->SetXTitle(Xaxis);
Ratio->GetXaxis()->SetNdivisions(505);
Ratio->GetYaxis()->CenterTitle(true);
Ratio->GetYaxis()->SetTitleOffset(0.4);
Ratio->GetYaxis()->SetTitleSize(0.11);
Ratio->GetXaxis()->SetTitleOffset(0.75);
Ratio->GetXaxis()->SetTitleSize(0.20);
Ratio->SetMarkerSize(1.);
TH1F* RatioError = Ratio->Clone(); RatioError->SetName("RatioError");
for (int i=0; i<RatioError->GetNbinsX()+1; i++){
double error=fullMC2->GetBinError(i)*hdata_obs->GetBinContent(i)/fullMC2->GetBinContent(i)/fullMC2->GetBinContent(i);
RatioError->SetBinContent(i,0);
RatioError->SetBinError(i,error);
}
//RatioError->SetFillStyle(3002);
RatioError->SetFillColorAlpha(kGray+2,0.35); RatioError->SetMarkerSize(0);
RatioError->Draw("E2");
//Ratio->Draw("samesE0"); //errorbarswithoutdatapoints
Ratio->Draw("sames");
if(!blind) Ratio->Draw("sames");
else {
int findBinA=Ratio->FindBin(blindA);
int findBinB=Ratio->FindBin(blindB);
for (int i=findBinA; i<findBinB; i++) Ratio->SetBinContent(i,-100);
Ratio->Draw("sames");
TPave *pave = new TPave(blindA,-1.0,blindB,1.0,4,"br");
pave->SetFillColor(1);
pave->SetFillStyle(3003);
//pave->SetFillColorAlpha(kGray+3,0.35);
pave->SetDrawOption(0);
pave->SetBorderSize(0);
pave->Draw();
}
if(!setLogY){
// c1->SaveAs(name+"ErrorBarsWithoutDataPoints.png");
// c1->SaveAs(name+"ErrorBarsWithoutDataPoints.pdf");
c1->SaveAs(name+".png");
c1->SaveAs(name+".pdf");
}
else {
c1->SaveAs(name+"_log.png");
c1->SaveAs(name+"_log.pdf");
}
}
void makeStack(TString myVar, TString myCut, TString myName, TString myAxisNameX, TString myAxisNameY,
vector<const Sample*>& listOfSignals, vector<const Sample*>& listOfSamples, vector<const Sample*> listOfDatasets,
TString inFileName,
bool isBlind, bool isLog, bool drawSignal, bool drawLegend,
int nBins, float xLow, float xHigh,
float* xlowVec)
{
// prepare the input file
TFile* infile = new TFile(inFileName, "READ");
infile -> cd();
// prepare the stack
THStack *hs = new THStack("hs","");
// prepare the histos pointers
TH1F* hist[20];
// prepare the tree pointers
TTree* tree[20];
// prepare the legend
TLegend* leg = new TLegend(.7485,.7225,.9597,.9604);
leg->SetFillColor(0);
// prepare the colors
Int_t col[20] = {46,2,12,5,3,4,9,7,47,49,49,50,51,52,53,54,55,56,57,58};
// prepare the cut
if (isBlind) myCut += "*(phoMetDeltaPhi < 2.9)";
// prepare the Y axis lable
if (xlowVec != 0) myAxisNameY = "Events/" + myAxisNameY;
else {
float binWidth = (xHigh-xLow)/nBins;
TString tempString;
tempString.Form("%.2f ",binWidth);
myAxisNameY = "Events/" + tempString + myAxisNameY;
}
// prepare the legend strings
vector<TString> theLegends;
// loop through the datasets and produce the plots
TH1F* hdata;
TH1F* hsignal;
//prepare data and signal histos
if (xlowVec != 0) hdata = new TH1F("hdata","",nBins,xlowVec);
else hdata = new TH1F("hdata","",nBins,xLow,xHigh);
if (xlowVec != 0) hsignal = new TH1F("hsignal","",nBins,xlowVec);
else hsignal = new TH1F("hsignal","",nBins,xLow,xHigh);
TTree* treedata[20];
for (UInt_t iDatas=0; iDatas < listOfDatasets.size(); iDatas++) {
//get the tree
treedata[iDatas] = (TTree*) infile -> Get(listOfDatasets.at(iDatas)->Name()->Data());
//fill the histogram
if ( iDatas == 0 ) treedata[iDatas] -> Draw(myVar + " >> hdata","evt_weight*kf_weight*pu_weight" + myCut);
else treedata[iDatas] -> Draw(myVar + " >>+ hdata","evt_weight*kf_weight*pu_weight" + myCut);
if ( isBlind && iDatas == 0 ) leg -> AddEntry(hdata, "DATA (19.8 fb^{-1})", "pl");
}//end loop on datasets
if (xlowVec != 0) {
for (int iBin = 1; iBin <= nBins; iBin++) hdata->SetBinError (iBin,hdata->GetBinError(iBin)/hdata->GetBinWidth(iBin));
for (int iBin = 1; iBin <= nBins; iBin++) hdata->SetBinContent(iBin,hdata->GetBinContent(iBin)/hdata->GetBinWidth(iBin));
}
TTree* treesignal[20];
for (UInt_t iSignal=0; iSignal < listOfSignals.size(); iSignal++) {
//get the tree
treesignal[iSignal] = (TTree*) infile -> Get(listOfSignals.at(iSignal)->Name()->Data());
//fill the histogram
TString thisScale = Form("%f *", *(listOfSignals.at(iSignal)->Scale()));
if ( iSignal == 0 ) treesignal[iSignal] -> Draw(myVar + " >> hsignal",thisScale + "evt_weight*kf_weight*pu_weight" + myCut);
else treesignal[iSignal] -> Draw(myVar + " >>+ hsignal",thisScale + "evt_weight*kf_weight*pu_weight" + myCut);
if ( drawSignal && iSignal == 0 ) leg -> AddEntry(hsignal, "Signal", "l");
}//end loop on signals
if (xlowVec != 0) {
for (int iBin = 1; iBin <= nBins; iBin++) hsignal->SetBinError (iBin,hsignal->GetBinError(iBin)/hsignal->GetBinWidth(iBin));
for (int iBin = 1; iBin <= nBins; iBin++) hsignal->SetBinContent(iBin,hsignal->GetBinContent(iBin)/hsignal->GetBinWidth(iBin));
}
hsignal -> SetLineColor(49);
hsignal -> SetLineWidth(4.0);
int theHistCounter = 0;
// loop through the samples and produce the plots
for (UInt_t iSample=0; iSample < listOfSamples.size(); iSample++) {
//determine if the histo is first of the series
bool isFirstOfSerie = (*listOfSamples.at(iSample)->Legend()).CompareTo(" ");
bool isLastOfSerie = false;
if (iSample == listOfSamples.size() - 1) isLastOfSerie = true;
if (iSample < listOfSamples.size() - 1 && (*listOfSamples.at(iSample+1)->Legend()).CompareTo(" ") != 0) isLastOfSerie = true;
//get the tree
tree[iSample] = (TTree*) infile -> Get(listOfSamples.at(iSample)->Name()->Data());
//if sample first of the list create a new histogram
if (isFirstOfSerie) {
TString thisHistName = "h_" + *(listOfSamples.at(iSample)->Name());
//variable bin histo
if (xlowVec != 0) hist[theHistCounter] = new TH1F(thisHistName,thisHistName,nBins,xlowVec);
//fixed bin histo
else hist[theHistCounter] = new TH1F(thisHistName,thisHistName,nBins,xLow,xHigh);
hist[theHistCounter] -> Sumw2();
hist[theHistCounter] -> SetFillColor(col[theHistCounter]);
hist[theHistCounter] -> SetFillStyle(1001);
theLegends.push_back(*listOfSamples.at(iSample)->Legend());
}
//fill the histogram
TString thisScale = Form("%f *", *(listOfSamples.at(iSample)->Scale()));
if (isFirstOfSerie) tree[iSample] -> Draw(myVar + " >> " + TString(hist[theHistCounter] -> GetName()),thisScale + "evt_weight*kf_weight*pu_weight" + myCut);
else tree[iSample] -> Draw(myVar + " >>+ " + TString(hist[theHistCounter] -> GetName()),thisScale + "evt_weight*kf_weight*pu_weight" + myCut);
//add the histogram to the stack if the last of the series:
//either last sample or ~ sample followed by non ~ sample
if (isLastOfSerie) {
if (xlowVec != 0) {
for (int iBin = 1; iBin <= nBins; iBin++) hist[theHistCounter]->SetBinError (iBin,hist[theHistCounter]->GetBinError(iBin)/hist[theHistCounter]->GetBinWidth(iBin));
for (int iBin = 1; iBin <= nBins; iBin++) hist[theHistCounter]->SetBinContent(iBin,hist[theHistCounter]->GetBinContent(iBin)/hist[theHistCounter]->GetBinWidth(iBin));
}
hs -> Add(hist[theHistCounter]);
theHistCounter++;
}
}//end loop on samples
//Fix the legend
for (int iHisto = theHistCounter-1; iHisto >= 0; iHisto--) {
leg -> AddEntry(hist[iHisto], theLegends[iHisto], "f");
}
//get the maximum to properly set the frame
float theMax = hdata -> GetBinContent(hdata -> GetMaximumBin()) + hdata -> GetBinError(hdata -> GetMaximumBin());
TH1* theMCSum = (TH1*) hs->GetStack()->Last();
float theMaxMC = theMCSum->GetBinContent(theMCSum->GetMaximumBin()) + theMCSum->GetBinError(theMCSum->GetMaximumBin());
if (theMaxMC > theMax) theMax = theMaxMC;
//prepare the ratio band and plot
TH1* theMCRatioBand = makeRatioBand(theMCSum);
TH1* theRatioPlot = makeRatioPlot(hdata,theMCSum);
TCanvas* can = new TCanvas();
can -> SetLogy(isLog);
TPad *pad1 = new TPad("pad1","top pad",0,0.30,1,1);
pad1->SetBottomMargin(0.02);
pad1->SetLeftMargin(0.13);
pad1->Draw();
TPad *pad2 = new TPad("pad2","bottom pad",0,0.0,1,0.30);
pad2->SetTopMargin(0.02);
pad2->SetLeftMargin(0.13);
pad2->SetBottomMargin(0.4);
pad2->SetGridy();
pad2->Draw();
pad1->cd();
hs->Draw("hist");
hdata->Draw("same,pe");
if (drawSignal) hsignal->Draw("same,hist");
if (drawLegend) leg->Draw("same");
//hs->GetXaxis()->SetTitle(myAxisNameX);
hs->GetYaxis()->SetTitle(myAxisNameY);
hs->GetXaxis()->SetLabelSize(0.04);
hs->GetYaxis()->SetLabelSize(0.04);
hs->GetXaxis()->SetLabelOffset(0.025);
hs->GetYaxis()->SetLabelOffset(0.035);
//hs->GetXaxis()->SetTitleOffset(1.1);
hs->GetYaxis()->SetTitleOffset(1.1);
hs->SetMaximum(theMax);
if (isLog) hs->SetMinimum(0.01);
pad2->cd();
theMCRatioBand->GetXaxis()->SetTitle(myAxisNameX);
theMCRatioBand->GetXaxis()->SetTitleSize(0.16);
theMCRatioBand->GetXaxis()->SetTitleOffset(1.1);
theMCRatioBand->GetXaxis()->SetLabelSize(0.12);
theMCRatioBand->GetXaxis()->SetLabelOffset(0.07);
theMCRatioBand->GetYaxis()->SetTitle("Data/MC");
theMCRatioBand->GetYaxis()->SetTitleSize(0.10);
theMCRatioBand->GetYaxis()->SetTitleOffset(0.6);
theMCRatioBand->GetYaxis()->SetLabelSize(0.06);
theMCRatioBand->GetYaxis()->SetLabelOffset(0.03);
theMCRatioBand->SetFillStyle(3001);
theMCRatioBand->SetFillColor(kBlue);
theMCRatioBand->SetLineWidth(1);
theMCRatioBand->SetLineColor(kBlack);
theMCRatioBand->SetMarkerSize(0.1);
theMCRatioBand->SetMaximum(4.);
theMCRatioBand->SetMinimum(0.);
theMCRatioBand->Draw("E2");
TLine *line = new TLine(xLow,1,xHigh,1);
line->SetLineColor(kBlack);
line->Draw("same");
theRatioPlot->Draw("same,pe");
can->cd();
can->Modified();
can -> SaveAs(myName + ".pdf","pdf");
//cleanup the memory allocation
delete theMCSum;
delete hs;
delete leg;
delete hdata;
delete pad1;
delete pad2;
delete can;
delete theMCRatioBand;
delete theRatioPlot;
infile -> Close();
delete infile;
return;
}
void doControlPlotsMuons(){
setTDRStyle();
//loop over variables
for(int i = 0; i<N; i++){
//double MinX = MinXs[i];
//double MaxX = MaxXs[i];
RebinFact = RebinFacts[i];
Variable = Variables[i];
TString Xtitle = XTitles[i];
//Data
TH1D* data = getSample("DoubleMu", 1, Obj, Next, Variable, RebinFact, Systematic);
std::cout << data->Integral() << std::endl;
//MC
TH1D* tt = getSample("TTJet", 1, Obj, Next, Variable, RebinFact, Systematic);
TH1D* wjets = getSample("WJetsToLNu", 1, Obj, Next, Variable, RebinFact, Systematic);
TH1D* DY1 = getSample("DYJetsToLL_M-10To50", 1, Obj, Next, Variable, RebinFact, Systematic);
TH1D* DY2 = getSample("DYJetsToLL_M-50", 1, Obj, Next, Variable, RebinFact, Systematic);
TH1D* T_tW = getSample("T_tW-channel", 1, Obj, Next, Variable, RebinFact, Systematic);
TH1D* Tbar_tW = getSample("Tbar_tW-channel",1, Obj, Next, Variable, RebinFact, Systematic);
THStack *hs = new THStack("hs","test");
hs->Add(wjets);
hs->Add(DY1);
hs->Add(DY2);
hs->Add(T_tW);
hs->Add(Tbar_tW);
hs->Add(tt);
//draw histos to files
TCanvas *c1 = new TCanvas("Plot","Plot",900, 600);
hs->SetMaximum(data->GetBinContent(data->GetMaximumBin())*1.3);
hs->Draw();
data->Draw("E same");
data->SetMarkerStyle(20);
// hs->GetXaxis()->SetLimits(MinX, MaxX);
hs->GetXaxis()->SetTitle(Xtitle); hs->GetXaxis()->SetTitleSize(0.05);
hs->GetYaxis()->SetTitle("Number of Events");hs->GetYaxis()->SetTitleSize(0.05);
if(logPlot == true){
c1->SetLogy();
}
TLegend *tleg2;
tleg2 = new TLegend(0.6,0.7,0.8,0.9);
tleg2->SetTextSize(0.04);
tleg2->SetBorderSize(0);
tleg2->SetFillColor(10);
tleg2->AddEntry(data , "2012 data", "lpe");
tleg2->AddEntry(tt , "t#bar{t}", "lf");
tleg2->AddEntry(T_tW, "single-t", "lf");
tleg2->AddEntry(Tbar_tW, "single-#bar{t}", "lf");
tleg2->AddEntry(DY1 , "DYJetsToLL-10To50", "lf");
tleg2->AddEntry(DY2 , "DYJetsToLL-50", "lf");
tleg2->AddEntry(wjets , "W+jets", "lf");
tleg2->Draw("same");
TString plotName("plots/Control/PassesCutsUpTo1Btag/Muons/");
if(logPlot == true){
plotName += Variable+"Log.pdf";
// plotName += Nbtags+".pdf";
}else{
plotName += Variable+".pdf";
// plotName += Nbtags+".pdf";
}
TText* textPrelim = doPrelim(0.16,0.96);
textPrelim->Draw();
c1->SaveAs(plotName);
delete c1;
}
}
void doStackGen() {
TStyle *simpleStyle = new TStyle("simpleStyle","");
simpleStyle->SetCanvasColor(0);
simpleStyle->SetFrameFillColor(0);
simpleStyle->SetStatColor(0);
simpleStyle->SetOptStat(0);
simpleStyle->SetTitleFillColor(0);
simpleStyle->SetCanvasBorderMode(0);
simpleStyle->SetPadBorderMode(0);
simpleStyle->SetFrameBorderMode(0);
simpleStyle->cd();
TFile* inFile = TFile::Open("RxGenOutputFile.root");
TH1D* h1_RchGen_vs_eta = (TH1D*)inFile->Get("RchGen_vs_eta");
TH1D* h1_RgammaGen_vs_eta = (TH1D*)inFile->Get("RgammaGen_vs_eta");
TH1D* h1_RnhGen_vs_eta = (TH1D*)inFile->Get("RnhGen_vs_eta");
// TH1D* h1_RmuGen_vs_eta = (TH1D*)inFile->Get("RmuGen_vs_eta_PFItCone5");
int nBinsX_RchGen = h1_RchGen_vs_eta->GetNbinsX();
int nBinsX_RgammaGen = h1_RgammaGen_vs_eta->GetNbinsX();
int nBinsX_RnhGen = h1_RnhGen_vs_eta->GetNbinsX();
// int nBinsX_RmuGen = h1_RmuGen_vs_eta->GetNbinsX();
double minX_RchGen = h1_RchGen_vs_eta->GetXaxis()->GetXmin();
double maxX_RchGen = h1_RchGen_vs_eta->GetXaxis()->GetXmax();
double minX_RgammaGen = h1_RgammaGen_vs_eta->GetXaxis()->GetXmin();
double maxX_RgammaGen = h1_RgammaGen_vs_eta->GetXaxis()->GetXmax();
double minX_RnhGen = h1_RnhGen_vs_eta->GetXaxis()->GetXmin();
double maxX_RnhGen = h1_RnhGen_vs_eta->GetXaxis()->GetXmax();
// double minX_RmuGen = h1_RmuGen_vs_eta->GetXaxis()->GetXmin();
// double maxX_RmuGen = h1_RmuGen_vs_eta->GetXaxis()->GetXmax();
TH1D* h1_RchGen_vs_eta_stack = new TH1D("RchGen_vs_eta_stack", "", nBinsX_RchGen, minX_RchGen, maxX_RchGen);
h1_RchGen_vs_eta_stack->SetFillColor(kRed);
h1_RchGen_vs_eta_stack->SetXTitle("#eta^{GEN}");
TH1D* h1_RgammaGen_vs_eta_stack = new TH1D("RgammaGen_vs_eta_stack", "", nBinsX_RgammaGen, minX_RgammaGen, maxX_RgammaGen);
h1_RgammaGen_vs_eta_stack->SetFillColor(kGreen);
h1_RgammaGen_vs_eta_stack->SetXTitle("#eta^{GEN}");
TH1D* h1_RnhGen_vs_eta_stack = new TH1D("RnhGen_vs_eta_stack", "", nBinsX_RnhGen, minX_RnhGen, maxX_RnhGen);
h1_RnhGen_vs_eta_stack->SetFillColor(kBlue);
h1_RnhGen_vs_eta_stack->SetXTitle("#eta^{GEN}");
// TH1D* h1_RmuGen_vs_eta_stack = new TH1D("RmuGen_vs_eta", "", nBinsX_RmuGen, minX_RmuGen, maxX_RmuGen);
// h1_RmuGen_vs_eta_stack->SetFillColor(kYellow);
// h1_RmuGen_vs_eta_stack->SetXTitle("#eta^{GEN}");
for(int i=1; i<101; ++i) {
h1_RchGen_vs_eta_stack->SetBinContent( i, h1_RchGen_vs_eta->GetBinContent(i) );
h1_RgammaGen_vs_eta_stack->SetBinContent( i, h1_RgammaGen_vs_eta->GetBinContent(i) );
h1_RnhGen_vs_eta_stack->SetBinContent( i, h1_RnhGen_vs_eta->GetBinContent(i) );
// h1_RmuGen_vs_eta_stack->SetBinContent( i, h1_RmuGen_vs_eta->GetBinContent(i) );
}
THStack* stack = new THStack("stack", "");
stack->Add(h1_RchGen_vs_eta_stack);
stack->Add(h1_RgammaGen_vs_eta_stack);
stack->Add(h1_RnhGen_vs_eta_stack);
// stack->Add(h1_RmuGen_vs_eta_stack);
stack->Draw();
stack->GetXaxis()->SetTitle("#eta^{GEN}");
stack->GetYaxis()->SetTitle("% of Jet Energy");
TCanvas* c1 = new TCanvas("c1", "c1", 800, 600);
c1->cd();
stack->Draw();
c1->SaveAs("Plots/genstack_vs_eta.eps");
TH1D* h1_Rnh_neutron_vs_eta = (TH1D*)inFile->Get("Rnh_neutron_vs_eta");
TH1D* h1_Rnh_K0L_vs_eta = (TH1D*)inFile->Get("Rnh_K0L_vs_eta");
TH1D* h1_Rnh_K0S_vs_eta = (TH1D*)inFile->Get("Rnh_K0S_vs_eta");
TH1D* h1_Rnh_lambda_vs_eta = (TH1D*)inFile->Get("Rnh_lambda_vs_eta");
TH1D* h1_Rnh_csi_vs_eta = (TH1D*)inFile->Get("Rnh_csi_vs_eta");
int nBinsX_Rnh_neutron = h1_Rnh_neutron_vs_eta->GetNbinsX();
int nBinsX_Rnh_K0L = h1_Rnh_K0L_vs_eta->GetNbinsX();
int nBinsX_Rnh_K0S = h1_Rnh_K0S_vs_eta->GetNbinsX();
int nBinsX_Rnh_lambda = h1_Rnh_lambda_vs_eta->GetNbinsX();
int nBinsX_Rnh_csi = h1_Rnh_csi_vs_eta->GetNbinsX();
double minX_Rnh_neutron = h1_Rnh_neutron_vs_eta->GetXaxis()->GetXmin();
double maxX_Rnh_neutron = h1_Rnh_neutron_vs_eta->GetXaxis()->GetXmax();
double minX_Rnh_K0L = h1_Rnh_K0L_vs_eta->GetXaxis()->GetXmin();
double maxX_Rnh_K0L = h1_Rnh_K0L_vs_eta->GetXaxis()->GetXmax();
double minX_Rnh_K0S = h1_Rnh_K0S_vs_eta->GetXaxis()->GetXmin();
double maxX_Rnh_K0S = h1_Rnh_K0S_vs_eta->GetXaxis()->GetXmax();
double minX_Rnh_lambda = h1_Rnh_lambda_vs_eta->GetXaxis()->GetXmin();
double maxX_Rnh_lambda = h1_Rnh_lambda_vs_eta->GetXaxis()->GetXmax();
double minX_Rnh_csi = h1_Rnh_csi_vs_eta->GetXaxis()->GetXmin();
double maxX_Rnh_csi = h1_Rnh_csi_vs_eta->GetXaxis()->GetXmax();
TH1D* h1_Rnh_neutron_vs_eta_stack = new TH1D("Rnh_neutron_vs_eta_stack", "", nBinsX_Rnh_neutron, minX_Rnh_neutron, maxX_Rnh_neutron);
h1_Rnh_neutron_vs_eta_stack->SetFillColor(kBlue+4);
h1_Rnh_neutron_vs_eta_stack->SetXTitle("#eta^{GEN}");
TH1D* h1_Rnh_K0L_vs_eta_stack = new TH1D("Rnh_K0L_vs_eta_stack", "", nBinsX_Rnh_K0L, minX_Rnh_K0L, maxX_Rnh_K0L);
h1_Rnh_K0L_vs_eta_stack->SetFillColor(kBlue);
h1_Rnh_K0L_vs_eta_stack->SetXTitle("#eta^{GEN}");
TH1D* h1_Rnh_K0S_vs_eta_stack = new TH1D("Rnh_K0S_vs_eta_stack", "", nBinsX_Rnh_K0S, minX_Rnh_K0S, maxX_Rnh_K0S);
h1_Rnh_K0S_vs_eta_stack->SetFillColor(kCyan);
h1_Rnh_K0S_vs_eta_stack->SetXTitle("#eta^{GEN}");
TH1D* h1_Rnh_lambda_vs_eta_stack = new TH1D("Rnh_lambda_vs_eta_stack", "", nBinsX_Rnh_lambda, minX_Rnh_lambda, maxX_Rnh_lambda);
h1_Rnh_lambda_vs_eta_stack->SetFillColor(kCyan+2);
h1_Rnh_lambda_vs_eta_stack->SetXTitle("#eta^{GEN}");
TH1D* h1_Rnh_csi_vs_eta_stack = new TH1D("Rnh_csi_vs_eta_stack", "", nBinsX_Rnh_csi, minX_Rnh_csi, maxX_Rnh_csi);
h1_Rnh_csi_vs_eta_stack->SetFillColor(kCyan+4);
h1_Rnh_csi_vs_eta_stack->SetXTitle("#eta^{GEN}");
for(int i=1; i<101; ++i) {
h1_Rnh_neutron_vs_eta_stack->SetBinContent( i, h1_Rnh_neutron_vs_eta->GetBinContent(i) );
h1_Rnh_K0L_vs_eta_stack->SetBinContent( i, h1_Rnh_K0L_vs_eta->GetBinContent(i) );
h1_Rnh_K0S_vs_eta_stack->SetBinContent( i, h1_Rnh_K0S_vs_eta->GetBinContent(i) );
h1_Rnh_lambda_vs_eta_stack->SetBinContent( i, h1_Rnh_lambda_vs_eta->GetBinContent(i) );
h1_Rnh_csi_vs_eta_stack->SetBinContent( i, h1_Rnh_csi_vs_eta->GetBinContent(i) );
}
THStack* stackNH = new THStack("stackNH", "");
stackNH->Add(h1_Rnh_neutron_vs_eta_stack);
stackNH->Add(h1_Rnh_K0L_vs_eta_stack);
stackNH->Add(h1_Rnh_K0S_vs_eta_stack);
stackNH->Add(h1_Rnh_lambda_vs_eta_stack);
stackNH->Add(h1_Rnh_csi_vs_eta_stack);
stackNH->Draw();
stackNH->GetXaxis()->SetTitle("#eta^{GEN}");
stackNH->GetYaxis()->SetTitle("% of Jet Neutral Hadron Energy");
TCanvas* c3 = new TCanvas("c3", "c3", 800, 600);
c3->cd();
stackNH->Draw();
c3->SaveAs("Plots/genstackNH_vs_eta.eps");
/*
int nBins = 21;
Double_t Lower[nBins];
for(int iLower=0; iLower<11; ++iLower)
Lower[iLower] = iLower*10.;
Lower[11] = 120.;
Lower[12] = 140.;
Lower[13] = 160.;
Lower[14] = 180.;
Lower[15] = 200.;
Lower[16] = 250.;
Lower[17] = 300.;
Lower[18] = 400.;
Lower[19] = 500.;
Lower[20] = 600.;
TH1D* h1_RchGen_vs_pt = (TH1D*)inFile->Get("RchGen_vs_pt_PFItCone5");
TH1D* h1_RgammaGen_vs_pt = (TH1D*)inFile->Get("RgammaGen_vs_pt_PFItCone5");
TH1D* h1_RnhGen_vs_pt = (TH1D*)inFile->Get("RnhGen_vs_pt_PFItCone5");
// TH1D* h1_RmuGen_vs_pt = (TH1D*)inFile->Get("RmuGen_vs_pt_PFItCone5");
TH1D* h1_RchGen_vs_pt_stack = new TH1D("RchGen_vs_pt", "", nBins-2, Lower);
h1_RchGen_vs_pt_stack->SetFillColor(kRed);
h1_RchGen_vs_pt_stack->SetXTitle("p_{T}^{GEN}");
TH1D* h1_RgammaGen_vs_pt_stack = new TH1D("RgammaGen_vs_pt", "", nBins-2, Lower);
h1_RgammaGen_vs_pt_stack->SetFillColor(kGreen);
h1_RgammaGen_vs_pt_stack->SetXTitle("p_{T}^{GEN}");
TH1D* h1_RnhGen_vs_pt_stack = new TH1D("RnhGen_vs_pt", "", nBins-2, Lower);
h1_RnhGen_vs_pt_stack->SetFillColor(kBlue);
h1_RnhGen_vs_pt_stack->SetXTitle("p_{T}^{GEN}");
// TH1D* h1_RmuGen_vs_pt_stack = new TH1D("RmuGen_vs_pt", "", nBins-2, Lower);
// h1_RmuGen_vs_pt_stack->SetFillColor(kYellow);
// h1_RmuGen_vs_pt_stack->SetXTitle("p_{T}^{GEN}");
for(int i=1; i<21; ++i) {
h1_RchGen_vs_pt_stack->SetBinContent( i, h1_RchGen_vs_pt->GetBinContent(i) );
h1_RgammaGen_vs_pt_stack->SetBinContent( i, h1_RgammaGen_vs_pt->GetBinContent(i) );
h1_RnhGen_vs_pt_stack->SetBinContent( i, h1_RnhGen_vs_pt->GetBinContent(i) );
// h1_RmuGen_vs_pt_stack->SetBinContent( i, h1_RmuGen_vs_pt->GetBinContent(i) );
}
THStack* stack2 = new THStack("stack2", "");
stack2->Add(h1_RchGen_vs_pt_stack);
stack2->Add(h1_RgammaGen_vs_pt_stack);
stack2->Add(h1_RnhGen_vs_pt_stack);
// stack2->Add(h1_RmuGen_vs_pt_stack);
stack2->Draw();
stack2->GetXaxis()->SetTitle("p_{T}^{GEN} [GeV/c]");
stack2->GetYaxis()->SetTitle("% of Jet Energy");
TCanvas* c2 = new TCanvas("c2", "c2", 800, 600);
c2->cd();
stack2->Draw();
c2->SaveAs("Plots/genstack_vs_pt.eps");
TH1D* h1_RchGen_vs_pt_barrel = (TH1D*)inFile->Get("RchGen_vs_pt_barrel_PFItCone5");
TH1D* h1_RgammaGen_vs_pt_barrel = (TH1D*)inFile->Get("RgammaGen_vs_pt_barrel_PFItCone5");
TH1D* h1_RnhGen_vs_pt_barrel = (TH1D*)inFile->Get("RnhGen_vs_pt_barrel_PFItCone5");
// TH1D* h1_RmuGen_vs_pt_barrel = (TH1D*)inFile->Get("RmuGen_vs_pt_barrel_PFItCone5");
TH1D* h1_RchGen_vs_pt_barrel_stack = new TH1D("RchGen_vs_pt_barrel", "", nBins-2, Lower);
h1_RchGen_vs_pt_barrel_stack->SetFillColor(kRed);
h1_RchGen_vs_pt_barrel_stack->SetXTitle("p_{T}^{GEN}");
TH1D* h1_RgammaGen_vs_pt_barrel_stack = new TH1D("RgammaGen_vs_pt_barrel", "", nBins-2, Lower);
h1_RgammaGen_vs_pt_barrel_stack->SetFillColor(kGreen);
h1_RgammaGen_vs_pt_barrel_stack->SetXTitle("p_{T}^{GEN}");
TH1D* h1_RnhGen_vs_pt_barrel_stack = new TH1D("RnhGen_vs_pt_barrel", "", nBins-2, Lower);
h1_RnhGen_vs_pt_barrel_stack->SetFillColor(kBlue);
h1_RnhGen_vs_pt_barrel_stack->SetXTitle("p_{T}^{GEN}");
// TH1D* h1_RmuGen_vs_pt_barrel_stack = new TH1D("RmuGen_vs_pt_barrel", "", nBins-2, Lower);
// h1_RmuGen_vs_pt_barrel_stack->SetFillColor(kYellow);
// h1_RmuGen_vs_pt_barrel_stack->SetXTitle("p_{T}^{GEN}");
for(int i=1; i<21; ++i) {
h1_RchGen_vs_pt_barrel_stack->SetBinContent( i, h1_RchGen_vs_pt_barrel->GetBinContent(i) );
h1_RgammaGen_vs_pt_barrel_stack->SetBinContent( i, h1_RgammaGen_vs_pt_barrel->GetBinContent(i) );
h1_RnhGen_vs_pt_barrel_stack->SetBinContent( i, h1_RnhGen_vs_pt_barrel->GetBinContent(i) );
// h1_RmuGen_vs_pt_barrel_stack->SetBinContent( i, h1_RmuGen_vs_pt_barrel->GetBinContent(i) );
}
THStack* stack3 = new THStack("stack3", "");
stack3->Add(h1_RchGen_vs_pt_barrel_stack);
stack3->Add(h1_RgammaGen_vs_pt_barrel_stack);
stack3->Add(h1_RnhGen_vs_pt_barrel_stack);
// stack3->Add(h1_RmuGen_vs_pt_barrel_stack);
stack3->Draw();
stack3->GetXaxis()->SetTitle("p_{T}^{GEN} [GeV/c]");
stack3->GetYaxis()->SetTitle("% of Jet Energy");
c2->cd();
stack3->Draw();
c2->SaveAs("Plots/genstack_vs_pt_barrel.eps");
TH1D* h1_RchGen_vs_pt_endcap = (TH1D*)inFile->Get("RchGen_vs_pt_endcap_PFItCone5");
TH1D* h1_RgammaGen_vs_pt_endcap = (TH1D*)inFile->Get("RgammaGen_vs_pt_endcap_PFItCone5");
TH1D* h1_RnhGen_vs_pt_endcap = (TH1D*)inFile->Get("RnhGen_vs_pt_endcap_PFItCone5");
// TH1D* h1_RmuGen_vs_pt_endcap = (TH1D*)inFile->Get("RmuGen_vs_pt_endcap_PFItCone5");
TH1D* h1_RchGen_vs_pt_endcap_stack = new TH1D("RchGen_vs_pt_endcap", "", nBins-2, Lower);
h1_RchGen_vs_pt_endcap_stack->SetFillColor(kRed);
h1_RchGen_vs_pt_endcap_stack->SetXTitle("p_{T}^{GEN}");
TH1D* h1_RgammaGen_vs_pt_endcap_stack = new TH1D("RgammaGen_vs_pt_endcap", "", nBins-2, Lower);
h1_RgammaGen_vs_pt_endcap_stack->SetFillColor(kGreen);
h1_RgammaGen_vs_pt_endcap_stack->SetXTitle("p_{T}^{GEN}");
TH1D* h1_RnhGen_vs_pt_endcap_stack = new TH1D("RnhGen_vs_pt_endcap", "", nBins-2, Lower);
h1_RnhGen_vs_pt_endcap_stack->SetFillColor(kBlue);
h1_RnhGen_vs_pt_endcap_stack->SetXTitle("p_{T}^{GEN}");
// TH1D* h1_RmuGen_vs_pt_endcap_stack = new TH1D("RmuGen_vs_pt_endcap", "", nBins-2, Lower);
// h1_RmuGen_vs_pt_endcap_stack->SetFillColor(kYellow);
// h1_RmuGen_vs_pt_endcap_stack->SetXTitle("p_{T}^{GEN}");
for(int i=1; i<21; ++i) {
h1_RchGen_vs_pt_endcap_stack->SetBinContent( i, h1_RchGen_vs_pt_endcap->GetBinContent(i) );
h1_RgammaGen_vs_pt_endcap_stack->SetBinContent( i, h1_RgammaGen_vs_pt_endcap->GetBinContent(i) );
h1_RnhGen_vs_pt_endcap_stack->SetBinContent( i, h1_RnhGen_vs_pt_endcap->GetBinContent(i) );
//h1_RmuGen_vs_pt_endcap_stack->SetBinContent( i, h1_RmuGen_vs_pt_endcap->GetBinContent(i) );
}
THStack* stack4 = new THStack("stack4", "");
stack4->Add(h1_RchGen_vs_pt_endcap_stack);
stack4->Add(h1_RgammaGen_vs_pt_endcap_stack);
stack4->Add(h1_RnhGen_vs_pt_endcap_stack);
// stack4->Add(h1_RmuGen_vs_pt_endcap_stack);
stack4->Draw();
stack4->GetXaxis()->SetTitle("p_{T}^{GEN} [GeV/c]");
stack4->GetYaxis()->SetTitle("% of Jet Energy");
c2->cd();
stack4->Draw();
c2->SaveAs("Plots/genstack_vs_pt_endcap.eps");
*/
}
void drawpdgstack(std::string const & which_pdg,
std::string const & cname,
std::string const & dr,
std::string const & binning,
std::string const & we = "",
std::string const & op = "",
std::string const & title = "",
std::string const & xtitle = "",
std::string const & ytitle = "",
bool const pdg_sign = true) {
ofile->cd();
TH1F * hist = getpdgs(which_pdg.c_str(), we);
if(!hist) {
std::cout << "drawpdgstack: Empty pdg hist for \"" << which_pdg << "\" with selection \"" << we << "\"\n";
return;
}
THStack * stack = new THStack("stack", "");
TLegend * legend = new TLegend(0.6, 0.9, 0.9, 0.6);
double sig_evtsppot = 0;
if(tree2) {
TString draw_str = "";
draw_str += dr;
draw_str += ">>h_sig";
draw_str += binning;
TCanvas * canvas_pdg_temp = new TCanvas("temp");
tree2->Draw(draw_str.Data(),
we.c_str(),
op.c_str());
delete canvas_pdg_temp;
TH1F * hist_sig = (TH1F*)gDirectory->Get("h_sig");
hist_sig->SetLineColor(1);
hist_sig->SetFillColor(kRed+3);
hist_sig->Scale(1. / signal_pot * run_pot);
stack->Add(hist_sig);
legend->AddEntry(hist_sig, ("Signal: "+to_string_with_precision(hist_sig->Integral())).c_str());
sig_evtsppot = hist_sig->Integral();
}
legend->SetHeader(("Total: "+to_string_with_precision((hist->Integral()/background_pot*run_pot + sig_evtsppot))).c_str());
((TLegendEntry*)legend->GetListOfPrimitives()->First())->SetTextAlign(22);
std::vector<int> pdg_vec;
for(int i = 1; i <= hist->GetNbinsX(); ++i) {
if(hist->GetBinContent(i) == 0) continue;
int const pdg = i+hist->GetBinLowEdge(0);
if(!pdg_sign) {
if(std::find(pdg_vec.begin(), pdg_vec.end(), abs(pdg)) != pdg_vec.end())
continue;
pdg_vec.push_back(abs(pdg));
}
TString hname = "";
hname += "h_";
hname += pdg;
TString draw_str = "";
draw_str += dr;
draw_str += ">>h_";
draw_str += pdg;
draw_str += binning;
TString weight_str = "";
weight_str += we;
weight_str += "&&(";
weight_str += which_pdg;
weight_str += "==";
weight_str += pdg;
if(!pdg_sign && pdg < 0) {
weight_str += "||";
weight_str += which_pdg;
weight_str += "==";
weight_str += abs(pdg);
}
weight_str += ")";
TCanvas * canvas_pdg_temp = new TCanvas("temp");
tree->Draw(draw_str.Data(),
weight_str.Data(),
op.c_str());
delete canvas_pdg_temp;
int pdg_temp = pdg;
if(!pdg_sign) pdg_temp = abs(pdg);
pdg_stuff const & pdg_s = get_pdg_stuff(pdg_temp, pdg_sign);
TH1F * hist_pdg = (TH1F*)gDirectory->Get(hname.Data());
hist_pdg->SetLineColor(1);
hist_pdg->SetFillColor(pdg_s._color);
hist_pdg->Scale(1. / background_pot * run_pot);
stack->Add(hist_pdg);
legend->AddEntry(hist_pdg, (pdg_s._particle_name+": "+to_string_with_precision(hist_pdg->Integral())).c_str());
}
TCanvas * canvas = new TCanvas(cname.c_str());
stack->Draw();
stack->SetTitle(title.c_str());
stack->GetXaxis()->SetTitle(xtitle.c_str());
stack->GetXaxis()->CenterTitle();
stack->GetYaxis()->SetTitle(ytitle.c_str());
stack->GetYaxis()->CenterTitle();
legend->Draw();
canvas->Write();
delete stack;
delete legend;
delete canvas;
delete hist;
}
void cutFlowStudyMu( Double_t hltEff_=0.94, Int_t applyHLTData_ = 1, Int_t applyHLTMC_ = 1 , Float_t hMass_ = 115)
{
ofstream out(Form("cutFlow_MuTauStream_iter3_%.0f.txt",hMass_));
out.precision(4);
TCut hltData("((HLTmu==1 && run<=163261) || (HLTx==1 && run>163261))");
TCut hltMC("HLTx==1");
TFile *fFullData = new TFile("/data_CMS/cms/lbianchini//MuTauStream2011_iter3/treeMuTauStream_Run2011-Mu.root","READ");
TFile *fFullSignalVBF = new TFile(Form("/data_CMS/cms/lbianchini//MuTauStream2011_iter3/treeMuTauStream_VBFH%.0f-Mu-powheg-PUS1.root",hMass_),"READ");
float equivalentGGMass = 115;
float scaleGGH = 1.0;
if(hMass_ == 125){
equivalentGGMass = 120;
scaleGGH = 0.821;
}
if(hMass_ == 135){
equivalentGGMass = 130;
scaleGGH = 0.757;
}
TFile *fFullSignalGGH = new TFile(Form("/data_CMS/cms/lbianchini//MuTauStream2011_iter3/treeMuTauStream_GGFH%.0f-Mu-powheg-PUS1.root",equivalentGGMass),"READ");
TFile *fFullBackgroundDYTauTau = new TFile("/data_CMS/cms/lbianchini/MuTauStream2011_iter3/treeMuTauStream_DYJets-Mu-50-madgraph-PUS1.root","READ");
TFile *fFullBackgroundDYMuMu = new TFile("/data_CMS/cms/lbianchini/MuTauStream2011_iter3/treeMuTauStream_DYJets-Mu-50-madgraph-PUS1.root","READ");
//TFile *fFullBackgroundWJets = new TFile("/data_CMS/cms/lbianchini//MuTauStream2011_iter3/treeMuTauStream_WJets-Mu-madgraph-PUS1.root","READ");
TFile *fFullBackgroundEWK = new TFile("/data_CMS/cms/lbianchini//MuTauStream2011_iter3/treeMuTauStream_ElectroWeak.root","READ");
TFile *fFullBackgroundQCD = new TFile("/data_CMS/cms/lbianchini//MuTauStream2011_iter3/treeMuTauStream_QCDmu-pythia-20-15-PUS1.root","READ");
//TFile *fFullBackgroundTTbar = new TFile("/data_CMS/cms/lbianchini//MuTauStream2011_iter3/treeMuTauStream_TTJets-Mu-madgraph-PUS1.root","READ");
//TFile *fFullBackgroundSingleTop = new TFile("/data_CMS/cms/lbianchini//MuTauStream2011_iter3/treeMuTauStream_SingleTop-Mu.root","READ");
//TFile *fFullBackgroundDiBoson = new TFile("/data_CMS/cms/lbianchini//MuTauStream2011_iter3/treeMuTauStream_DiBoson-Mu.root","READ");
TFile *fFullBackgroundTop = new TFile("/data_CMS/cms/lbianchini//MuTauStream2011_iter3/treeMuTauStream_Top.root","READ");
// OpenNTuples
TString fDataName = "/data_CMS/cms/lbianchini/VbfJetsStudy/OpenNtuples/MuTauStream2011_iter3/Inclusive/nTupleRun2011-Mu_Open_MuTauStream.root";
TString fSignalNameVBF = Form("/data_CMS/cms/lbianchini/VbfJetsStudy/OpenNtuples/MuTauStream2011_iter3/Inclusive/nTupleVBFH%.0f-Mu-powheg-PUS1_Open_MuTauStream.root",hMass_);
TString fSignalNameGGH = Form("/data_CMS/cms/lbianchini/VbfJetsStudy/OpenNtuples/MuTauStream2011_iter3/Inclusive/nTupleGGFH%.0f-Mu-powheg-PUS1_Open_MuTauStream.root",equivalentGGMass);
TString fBackgroundNameDYTauTau = "/data_CMS/cms/lbianchini/VbfJetsStudy/OpenNtuples/MuTauStream2011_iter3/Inclusive/nTupleDYJets-Mu-50-madgraph-PUS1_Open_MuTauStream.root";
TString fBackgroundNameDYMuMu = "/data_CMS/cms/lbianchini/VbfJetsStudy/OpenNtuples/MuTauStream2011_iter3/Inclusive/nTupleDYJets-Mu-50-madgraph-PUS1_Open_MuTauStream.root";
TString fBackgroundNameWJets = "/data_CMS/cms/lbianchini/VbfJetsStudy/OpenNtuples/MuTauStream2011_iter3/Inclusive/nTupleWJets-Mu-madgraph-PUS1_Open_MuTauStream.root";
TString fBackgroundNameEWK = "/data_CMS/cms/lbianchini/VbfJetsStudy/OpenNtuples/MuTauStream2011_iter3/Inclusive/nTupleElectroWeak_Open_MuTauStream.root";
TString fBackgroundNameQCD = "/data_CMS/cms/lbianchini/VbfJetsStudy/OpenNtuples/MuTauStream2011_iter3/Inclusive/nTupleQCDmu-pythia-20-15-PUS1_Open_MuTauStream.root";
TString fBackgroundNameTTbar = "/data_CMS/cms/lbianchini/VbfJetsStudy/OpenNtuples/MuTauStream2011_iter3/Inclusive/nTupleTTJets-Mu-madgraph-PUS1_Open_MuTauStream.root";
TString fBackgroundNameTop = "/data_CMS/cms/lbianchini/VbfJetsStudy/OpenNtuples/MuTauStream2011_iter3/Inclusive/nTupleTop_Open_MuTauStream.root";
TString fBackgroundNameSingleTop = "/data_CMS/cms/lbianchini/VbfJetsStudy/OpenNtuples/MuTauStream2011_iter3/Inclusive/nTupleSingleTop-Mu_Open_MuTauStream.root";
TString fBackgroundNameDiBoson = "/data_CMS/cms/lbianchini/VbfJetsStudy/OpenNtuples/MuTauStream2011_iter3/Inclusive/nTupleDiBoson-Mu_Open_MuTauStream.root";
TFile *fData(0);
TFile *fSignalVBF(0);
TFile *fSignalGGH(0);
TFile *fBackgroundDYTauTau(0);
TFile *fBackgroundDYMuMu(0);
TFile *fBackgroundWJets(0);
TFile *fBackgroundEWK(0);
TFile *fBackgroundQCD(0);
TFile *fBackgroundTTbar(0);
TFile *fBackgroundTop(0);
TFile *fBackgroundSingleTop(0);
TFile *fBackgroundDiBoson(0);
fData = TFile::Open( fDataName );
fSignalVBF = TFile::Open( fSignalNameVBF );
fSignalGGH = TFile::Open( fSignalNameGGH );
fBackgroundDYTauTau = TFile::Open( fBackgroundNameDYTauTau );
fBackgroundDYMuMu = TFile::Open( fBackgroundNameDYMuMu );
//fBackgroundWJets = TFile::Open( fBackgroundNameWJets );
fBackgroundEWK = TFile::Open( fBackgroundNameEWK );
fBackgroundQCD = TFile::Open( fBackgroundNameQCD );
//fBackgroundTTbar = TFile::Open( fBackgroundNameTTbar );
fBackgroundTop = TFile::Open( fBackgroundNameTop );
//fBackgroundSingleTop= TFile::Open( fBackgroundNameSingleTop );
//fBackgroundDiBoson = TFile::Open( fBackgroundNameDiBoson );
if(!fSignalVBF || !fBackgroundDYTauTau || /*!fBackgroundWJets ||*/ !fBackgroundQCD /* || !fBackgroundTTbar || !fBackgroundSingleTop*/ ||
!fSignalGGH || !fBackgroundDYMuMu || /*!fBackgroundDiBoson ||*/ !fBackgroundTop || !fBackgroundEWK || !fData){
std::cout << "ERROR: could not open files" << std::endl;
exit(1);
}
TString tree = "outTreePtOrd";
TTree *data = (TTree*)fData->Get(tree);
TTree *signalVBF = (TTree*)fSignalVBF->Get(tree);
TTree *signalGGH = (TTree*)fSignalGGH->Get(tree);
TFile* dummy1 = new TFile("dummy1.root","RECREATE");
TTree *backgroundDYTauTau = ((TTree*)fBackgroundDYTauTau->Get(tree))->CopyTree("isTauLegMatched>0.5");
TTree *backgroundDYMuMu = ((TTree*)fBackgroundDYMuMu->Get(tree))->CopyTree("isTauLegMatched<0.5");
cout <<backgroundDYTauTau->GetEntries() << " -- " << backgroundDYMuMu->GetEntries() << endl;
//TTree *backgroundWJets = (TTree*)fBackgroundWJets->Get(tree);
TTree *backgroundEWK = (TTree*)fBackgroundEWK->Get(tree);
TTree *backgroundQCD = (TTree*)fBackgroundQCD->Get(tree);
//TTree *backgroundTTbar = (TTree*)fBackgroundTTbar->Get(tree);
TTree *backgroundTop = (TTree*)fBackgroundTop->Get(tree);
//TTree *backgroundSingleTop = (TTree*)fBackgroundSingleTop->Get(tree);
//TTree *backgroundDiBoson = (TTree*)fBackgroundDiBoson->Get(tree);
// here I define the map between a sample name and its tree
std::map<std::string,TTree*> tMap;
tMap["Data"]=data;
tMap["ggH115"]=signalGGH;
tMap["qqH115"]=signalVBF;
tMap["Ztautau"]=backgroundDYTauTau;
tMap["ZfakeTau"]=backgroundDYMuMu;
//tMap["Wjets"]=backgroundWJets;
tMap["EWK"]=backgroundEWK;
tMap["QCD"]=backgroundQCD;
//tMap["TTbar"]=backgroundTTbar;
tMap["Top"]=backgroundTop;
//tMap["SingleTop"]=backgroundSingleTop;
//tMap["DiBoson"]=backgroundDiBoson;
std::map<std::string,TTree*>::iterator jt;
// here I choose the order in the stack
std::vector<string> samples;
samples.push_back("ggH115");
samples.push_back("qqH115");
//samples.push_back("DiBoson");
samples.push_back("Top");
//samples.push_back("SingleTop");
//samples.push_back("TTbar");
//samples.push_back("Wjets");
samples.push_back("EWK");
samples.push_back("QCD");
samples.push_back("ZfakeTau");
samples.push_back("Ztautau");
samples.push_back("Data");
float kFactorQCD=1.0;
std::map<std::string,float> crossSec;
crossSec["ggH115"]=( 7.65e-02 * 18.13 * scaleGGH);
crossSec["qqH115"]=( 0.1012);
//crossSec["DiBoson"]=( -1 );
//crossSec["TTbar"]=( 157.5 );
//crossSec["SingleTop"]=( -1 );
//crossSec["Wjets"]=( 31314.0);
crossSec["EWK"]= (-1);
crossSec["Top"]= (-1);
crossSec["ZfakeTau"]=( 3048 );
crossSec["Ztautau"]=( 3048 );
crossSec["QCD"]=( 296600000*0.0002855 * kFactorQCD); //K-factor from fit in signal region 1.7
crossSec["Data"]=( 0 );
float Lumi = 191.;
// here I choose the order in the stack
std::vector<string> filters;
filters.push_back("total");
filters.push_back("vertex");
filters.push_back("at least 1 mu-tau");
filters.push_back("mu pt-eta");
filters.push_back("mu-ID");
filters.push_back("tau pt-eta");
filters.push_back("tau-ID");
filters.push_back("tau against-mu");
filters.push_back("tau against-e");
filters.push_back("tau-iso");
filters.push_back("mu-iso");
filters.push_back("di-mu veto");
filters.push_back("Mt");
filters.push_back("OS");
filters.push_back("2-jets");
filters.push_back("2-tag jets");
filters.push_back("VBF cuts");
filters.push_back("jet-veto");
filters.push_back("Mass Window");
//filters.push_back("Mass Window");
//filters.push_back("HLT-matching");
// here I define the map between a sample name and its file ptr
std::map<std::string,TFile*> fullMap;
fullMap["Data"] = fFullData;
fullMap["ggH115"] = fFullSignalGGH;
fullMap["qqH115"] = fFullSignalVBF;
fullMap["Ztautau"] = fFullBackgroundDYTauTau;
fullMap["ZfakeTau"] = fFullBackgroundDYMuMu;
//fullMap["Wjets"] = fFullBackgroundWJets;
fullMap["EWK"] = fFullBackgroundEWK;
fullMap["QCD"] = fFullBackgroundQCD;
//fullMap["TTbar"] = fFullBackgroundTTbar;
fullMap["Top"] = fFullBackgroundTop;
//fullMap["SingleTop"]= fFullBackgroundSingleTop;
//fullMap["DiBoson"] = fFullBackgroundDiBoson;
std::map<std::string,TFile*>::iterator it;
std::map<std::string,float> cutMap_allEventsFilter;
std::map<std::string,float> cutMap_allEventsFilterE;
std::map<std::string,float> cutMap_vertexScrapingFilter;
std::map<std::string,float> cutMap_vertexScrapingFilterE;
std::map<std::string,float> cutMap_atLeastOneMuTauFilter;
std::map<std::string,float> cutMap_atLeastOneMuTauFilterE;
std::map<std::string,float> cutMap_muPtEtaFilter;
std::map<std::string,float> cutMap_muPtEtaFilterE;
std::map<std::string,float> cutMap_muPtEtaIDFilter;
std::map<std::string,float> cutMap_muPtEtaIDFilterE;
std::map<std::string,float> cutMap_tauPtEtaFilter;
std::map<std::string,float> cutMap_tauPtEtaFilterE;
std::map<std::string,float> cutMap_tauPtEtaIDFilter;
std::map<std::string,float> cutMap_tauPtEtaIDFilterE;
std::map<std::string,float> cutMap_tauPtEtaIDAgMuFilter;
std::map<std::string,float> cutMap_tauPtEtaIDAgMuFilterE;
std::map<std::string,float> cutMap_tauPtEtaIDAgMuAgElecFilter;
std::map<std::string,float> cutMap_tauPtEtaIDAgMuAgElecFilterE;
std::map<std::string,float> cutMap_TauIso;
std::map<std::string,float> cutMap_TauIsoE;
std::map<std::string,float> cutMap_MuIso;
std::map<std::string,float> cutMap_MuIsoE;
std::map<std::string,float> cutMap_DiMuVeto;
std::map<std::string,float> cutMap_DiMuVetoE;
std::map<std::string,float> cutMap_Mt;
std::map<std::string,float> cutMap_MtE;
std::map<std::string,float> cutMap_OS;
std::map<std::string,float> cutMap_OSE;
std::map<std::string,float> cutMap_2jets;
std::map<std::string,float> cutMap_2jetsE;
std::map<std::string,float> cutMap_VBFPre;
std::map<std::string,float> cutMap_VBFPreE;
std::map<std::string,float> cutMap_VBF;
std::map<std::string,float> cutMap_VBFE;
std::map<std::string,float> cutMap_JetVeto;
std::map<std::string,float> cutMap_JetVetoE;
std::map<std::string,float> cutMap_antiBtag;
std::map<std::string,float> cutMap_antiBtagE;
std::map<std::string,float> cutMap_MassWindow;
std::map<std::string,float> cutMap_MassWindowE;
std::map<std::string,float> cutMap_HLT;
std::map<std::string,float> cutMap_HLTE;
std::vector< std::map<std::string,float> > allFilters;
allFilters.push_back(cutMap_allEventsFilter);
allFilters.push_back(cutMap_vertexScrapingFilter);
allFilters.push_back(cutMap_atLeastOneMuTauFilter);
allFilters.push_back(cutMap_muPtEtaFilter);
allFilters.push_back(cutMap_muPtEtaIDFilter);
allFilters.push_back(cutMap_tauPtEtaFilter);
allFilters.push_back(cutMap_tauPtEtaIDFilter);
allFilters.push_back(cutMap_tauPtEtaIDAgMuFilter);
allFilters.push_back(cutMap_tauPtEtaIDAgMuAgElecFilter);
std::vector< std::map<std::string,float> > allFiltersE;
allFiltersE.push_back(cutMap_allEventsFilterE);
allFiltersE.push_back(cutMap_vertexScrapingFilterE);
allFiltersE.push_back(cutMap_atLeastOneMuTauFilterE);
allFiltersE.push_back(cutMap_muPtEtaFilterE);
allFiltersE.push_back(cutMap_muPtEtaIDFilterE);
allFiltersE.push_back(cutMap_tauPtEtaFilterE);
allFiltersE.push_back(cutMap_tauPtEtaIDFilterE);
allFiltersE.push_back(cutMap_tauPtEtaIDAgMuFilterE);
allFiltersE.push_back(cutMap_tauPtEtaIDAgMuAgElecFilterE);
std::vector< std::map<std::string,float> > offlineFilters;
offlineFilters.push_back(cutMap_TauIso);
offlineFilters.push_back(cutMap_MuIso);
offlineFilters.push_back(cutMap_DiMuVeto);
offlineFilters.push_back(cutMap_Mt);
offlineFilters.push_back(cutMap_OS);
offlineFilters.push_back(cutMap_2jets);
offlineFilters.push_back(cutMap_VBFPre);
offlineFilters.push_back(cutMap_VBF);
offlineFilters.push_back(cutMap_JetVeto);
offlineFilters.push_back(cutMap_MassWindow);
//offlineFilters.push_back(cutMap_HLT);
std::vector< std::map<std::string,float> > offlineFiltersE;
offlineFiltersE.push_back(cutMap_TauIsoE);
offlineFiltersE.push_back(cutMap_MuIsoE);
offlineFiltersE.push_back(cutMap_DiMuVetoE);
offlineFiltersE.push_back(cutMap_MtE);
offlineFiltersE.push_back(cutMap_OSE);
offlineFiltersE.push_back(cutMap_2jetsE);
offlineFiltersE.push_back(cutMap_VBFPreE);
offlineFiltersE.push_back(cutMap_VBFE);
offlineFiltersE.push_back(cutMap_JetVetoE);
offlineFiltersE.push_back(cutMap_MassWindowE);
//offlineFiltersE.push_back(cutMap_HLTE);
std::vector< string > offlineCuts;
offlineCuts.push_back("combIsoLeg2<2");
offlineCuts.push_back("combRelIsoLeg1DBeta<0.10");
offlineCuts.push_back("muFlag==0");
offlineCuts.push_back("(pZeta-1.5*pZetaVis>-20)");
offlineCuts.push_back("diTauCharge==0");
offlineCuts.push_back("pt1>30 && pt2>30");
offlineCuts.push_back("eta1*eta2<0");
offlineCuts.push_back("Deta>3.5 && Mjj>350");
offlineCuts.push_back("ptVeto<30");
offlineCuts.push_back("diTauSVFitMass>85 && diTauSVFitMass<145");
std::vector< string > filtersByName;
filtersByName.push_back("allEventsFilter");
filtersByName.push_back("vertexScrapingFilter");
filtersByName.push_back("atLeastOneMuTauFilter");
filtersByName.push_back("muPtEtaFilter");
filtersByName.push_back("muPtEtaIDFilter");
filtersByName.push_back("tauPtEtaFilter");
filtersByName.push_back("tauPtEtaIDFilter");
filtersByName.push_back("tauPtEtaIDAgMuFilter");
filtersByName.push_back("tauPtEtaIDAgMuAgElecFilter");
for(unsigned int k = 0 ; k <filtersByName.size() ; k++){
for(it = fullMap.begin(); it != fullMap.end(); it++){
TH1F* allEvents = (TH1F*)(it->second)->Get("allEventsFilter/totalEvents");
float totalEvents = allEvents->GetBinContent(1);
allEvents = (TH1F*)(it->second)->Get( (filtersByName[k]+"/totalEvents").c_str() );
float tot = allEvents->GetBinContent(1);
float totalEquivalentEvents = allEvents->GetEffectiveEntries();
if(crossSec[it->first]>0){
tot *= (Lumi/ (totalEvents/crossSec[it->first]) * hltEff_ ) ;
} else if (crossSec[it->first]<0) tot *= Lumi/1000*hltEff_;
(allFilters[k])[it->first] = tot;
(allFiltersE[k])[it->first] = totalEquivalentEvents>0 ? sqrt(totalEquivalentEvents)*(tot/totalEquivalentEvents) : 0;
}
}
for(unsigned int k =0; k < offlineFilters.size(); k++){
for(jt = tMap.begin(); jt != tMap.end(); jt++){
cout<<jt->first<<endl;
TH1F* h1 = new TH1F("h1","",1,-10,10);
string tmp_cut = "tightestHPSWP>-1";
for(unsigned v = 0; v <=k ; v++){
tmp_cut = tmp_cut + " && "+offlineCuts[v];
}
if((jt->first).find("Data")!=string::npos && applyHLTData_) tmp_cut = tmp_cut+" && ((HLTmu==1 && run<=163261) || (HLTx==1 && run\
>163261))";
if((jt->first).find("Data")==string::npos && applyHLTMC_) tmp_cut = tmp_cut+" && HLTmu==1";
tmp_cut = "sampleWeight*puWeight*("+tmp_cut+")";
cout << tmp_cut << endl;
TCut cut(tmp_cut.c_str());
jt->second->Draw("etaL1>>h1",cut);
if((jt->first).find("Data")==string::npos) h1->Scale(Lumi/1000*hltEff_);
if((jt->first).find("QCD")!=string::npos) h1->Scale(kFactorQCD);
float tot = h1->Integral();
cout << tot << endl;
float totalEquivalentEvents = h1->GetEffectiveEntries();
(offlineFilters[k])[jt->first] = tot;
(offlineFiltersE[k])[jt->first] = totalEquivalentEvents>0 ? sqrt(totalEquivalentEvents)*(tot/totalEquivalentEvents) : 0;
delete h1;
}
}
for(unsigned k = 0; k<offlineFilters.size() ; k++) allFilters.push_back(offlineFilters[k]);
for(unsigned k = 0; k<offlineFilters.size() ; k++) allFiltersE.push_back(offlineFiltersE[k]);
std::vector<std::pair<float,float> > SMsums;
for(unsigned int i = 0; i < allFilters.size(); i++){
float SM=0,SME2=0;
int helper = 0;
for(int k = 0 ; k < samples.size()-1; k++){
if( !(samples[k].find("Z")!=string::npos && i<9 && helper!=0) )
SM+=(allFilters[i].find(samples[k]))->second;
if( !(samples[k].find("Z")!=string::npos && i<9 && helper!=0) )
SME2+=(allFiltersE[i].find(samples[k]))->second*(allFiltersE[i].find(samples[k]))->second;
if( samples[k].find("Z")!=string::npos ) helper++;
}
SMsums.push_back( make_pair(SM,SME2 ));
}
//out<<"\\begin{center}"<<endl;
out<<"\\begin{tabular}[!htbp]{|c";
for(int k = 0 ; k < samples.size(); k++) out<<"|c";
out<<"|c|} \\hline"<<endl;
out<< "Cut & ";
for(int k = 0 ; k < samples.size(); k++){
out << (fullMap.find(samples[k]))->first;
if(k!=samples.size()-1) out <<" & " ;
else out << " & $\\Sigma$ SM \\\\ " << endl;
}
out << " \\hline" << endl;
for(int i = 0; i < allFilters.size(); i++){
out << filters[i] << " & ";
for(int k = 0 ; k < samples.size(); k++){
if(samples[k].find("Data")==string::npos)
out << (allFilters[i].find(samples[k]))->second << " $\\pm$ " << (allFiltersE[i].find(samples[k]))->second;
else
out << (allFilters[i].find(samples[k]))->second;
if(k!=samples.size()-1) out <<" & " ;
else out << " & " << SMsums[i].first << "$\\pm$" << sqrt(SMsums[i].second) << " \\\\ " << endl;
}
out << " \\hline" << endl;
}
out<<"\\end{tabular}"<<endl;
//out<<"\\end{center}"<<endl;
///////////////////////////////////////////////////////////////////////////////////////////////
TCanvas *c1 = new TCanvas("c1CutFlowMass","",5,30,650,600);
c1->SetGrid(0,0);
c1->SetFillStyle(4000);
c1->SetFillColor(10);
c1->SetTicky();
c1->SetObjectStat(0);
c1->SetLogy(1);
TLegend* leg = new TLegend(0.55,0.55,0.80,0.88,NULL,"brNDC");
leg->SetFillStyle(0);
leg->SetBorderSize(0);
leg->SetFillColor(10);
leg->SetTextSize(0.04);
leg->SetHeader( "#mu+#tau" );
THStack* aStack = new THStack("aStack",Form("CMS Preliminary 2011 #sqrt{s}=7 TeV L=%.0f pb^{-1}",Lumi));
std::vector<TH1F*> histos;
for(unsigned int k = 0 ; k < samples.size(); k++){
TH1F* h1 = new TH1F( ("h1_"+samples[k]).c_str(), Form("CMS Preliminary 2011 #sqrt{s}=7 TeV L=%.0f pb^{-1} ; ; Events",Lumi) , filters.size(), 0, filters.size());
if( (samples[k]).find("ZfakeTau")!=string::npos ) {
h1->SetFillColor(7);
leg->AddEntry(h1,"Z+jets, fake-#tau","F");
}
if( (samples[k]).find("Ztautau")!=string::npos ) {
h1->SetFillColor(kRed);
leg->AddEntry(h1,"Z+jets, genuine #tau","F");
}
if( (samples[k]).find("TTbar")!=string::npos ) {
h1->SetFillColor(kBlue);
leg->AddEntry(h1,"t#bar{t}+jets","F");
}
if( (samples[k]).find("SingleTop")!=string::npos ) {
h1->SetFillColor(kMagenta);
leg->AddEntry(h1,"single-t","F");
}
if( (samples[k]).find("Top")!=string::npos ) {
h1->SetFillColor(kMagenta);
leg->AddEntry(h1,"Top","F");
}
if( (samples[k]).find("Wjets")!=string::npos ) {
h1->SetFillColor(kGreen);
leg->AddEntry(h1,"W+jets","F");
}
if( (samples[k]).find("EWK")!=string::npos ) {
h1->SetFillColor(kGreen);
leg->AddEntry(h1,"W+Others","F");
}
if( (samples[k]).find("DiBoson")!=string::npos ) {
h1->SetFillColor(38);
leg->AddEntry(h1,"Di-Boson","F");
}
if( (samples[k]).find("QCD")!=string::npos ) {
h1->SetFillColor(42);
leg->AddEntry(h1,"QCD-multijets","F");
}
if((samples[k]).find("qqH115")!=string::npos){
h1->SetLineWidth(2);
h1->SetLineColor(kBlack);
h1->SetFillColor(kBlack);
h1->SetFillStyle(3004);
leg->AddEntry(h1,"qqH(115)","F");
}
if((samples[k]).find("ggH115")!=string::npos){
h1->SetLineWidth(2);
h1->SetLineColor(kBlack);
h1->SetFillColor(kBlack);
h1->SetFillStyle(3005);
leg->AddEntry(h1,"ggH(115)","F");
}
//h1->SetLineWidth(1.4);
for(int v = 0; v < filters.size(); v++){
h1->GetXaxis()->SetBinLabel(v+1,filters[v].c_str());
h1->SetBinContent(v+1, (allFilters[v].find(samples[k]))->second );
}
if(samples[k].find("Data")!=string::npos){
h1->Sumw2();
h1->SetMarkerStyle(20);
h1->SetMarkerSize(1.2);
h1->SetMarkerColor(kBlack);
h1->SetLineColor(kBlack);
leg->AddEntry(h1,"DATA","P");
}
//else leg->AddEntry(h1,samples[k].c_str(),"L");
histos.push_back(h1);
}
for(unsigned int k = 0 ; k < histos.size(); k++){
string histoName = std::string( histos[k]->GetName() );
if( histoName.find("Data")== string::npos) aStack->Add(histos[k]);
}
aStack->Draw("HIST");
TH1F* hStack = (TH1F*)aStack->GetHistogram();
aStack->GetYaxis()->SetRangeUser(0.01,10000000);
for(unsigned int k = 0 ; k < histos.size(); k++){
string histoName = std::string( histos[k]->GetName() );
if( histoName.find("Data")!= string::npos){
histos[k]->Sumw2();
histos[k]->Draw("PSAME");
}
}
leg->Draw();
return;
}
void TSelectionClass::saveHistos()
{
cout<<"save Histo: "<<hFiducialCutSilicon->GetTitle()<<endl;
TString name = hFiducialCutSilicon->GetName();
name.Insert(0,"c");
TCanvas *c1= fiducialCuts->getAllFiducialCutsCanvas(hFiducialCutSilicon);
c1->SetName(name);
histSaver->SaveCanvas(c1);
delete c1;
c1 = 0;
delete hFiducialCutSilicon;
name = hFiducialCutSiliconDiamondHit->GetName();
name.Insert(0,"c");
c1 = fiducialCuts->getAllFiducialCutsCanvas(hFiducialCutSiliconDiamondHit,true);
c1->SetName(name);
histSaver->SaveCanvas(c1);
delete c1;
c1=0;
delete hFiducialCutSiliconDiamondHit;
name = "c";
name.Append(hFiducialCutSiliconOneAndOnlyOneDiamondHit->GetName());
c1= fiducialCuts->getAllFiducialCutsCanvas(hFiducialCutSiliconOneAndOnlyOneDiamondHit,true);
c1->SetName(name);
histSaver->SaveCanvas(c1);
delete c1;
c1=0;
delete hFiducialCutSiliconOneAndOnlyOneDiamondHit;
name = "c";
name.Append(hSelectedEvents->GetName());
c1 = fiducialCuts->getAllFiducialCutsCanvas(hSelectedEvents,true);
c1->SetName(name);
histSaver->SaveCanvas(c1);
delete c1;
c1=0;
delete hSelectedEvents;
map<Int_t,TH2F*>::iterator it;
for (it = mapFiducialCutSiliconDiamondHitSamePattern.begin(); it!=mapFiducialCutSiliconDiamondHitSamePattern.end(); it++){
TH2F* histo = (*it).second;
name = histo->GetName();
name.Replace(0,1,"c");
c1 = fiducialCuts->getAllFiducialCutsCanvas(histo,true);
c1->SetName(name);
histSaver->SaveCanvas(c1);
delete c1;
c1=0;
delete histo;
}
hAnalysisFraction->Scale(.1);
hAnalysisFraction->SetStats(false);
// hAnalysisFraction->GetYaxis()->SetRangeUser(0,100);
histSaver->SaveHistogram(hAnalysisFraction);
delete hAnalysisFraction;
histSaver->SaveHistogram(hDiamondPatternFiducialPattern);
histSaver->SaveHistogram(hDiamondPatternFiducialPatternNoMapping);
name = "stackPatternMapping";
hDiamondPatternFiducialPattern->SetLineColor(kGreen);
hDiamondPatternFiducialPatternNoMapping->SetLineColor(kRed);
THStack *stack = new THStack(name,name);
stack->Add(hDiamondPatternFiducialPattern);
stack->Add(hDiamondPatternFiducialPatternNoMapping);
stack->Draw();
if(stack->GetXaxis()) stack->GetXaxis()->SetTitle("pattern no.");
if(stack->GetYaxis()) stack->GetYaxis()->SetTitle("number of entries #");
histSaver->SaveStack(stack,"hist",true);
if(stack) delete stack;
histSaver->SaveHistogram(pDiamondPatternFiducialPatternProfile);
if(hDiamondPatternFiducialPatternNoMapping) delete hDiamondPatternFiducialPatternNoMapping;
if(hDiamondPatternFiducialPattern) delete hDiamondPatternFiducialPattern;
if (pDiamondPatternFiducialPatternProfile) delete pDiamondPatternFiducialPatternProfile;
}