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PlotMaker.C
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#include "PlotMaker.h"
PlotMaker::PlotMaker(){
}
PlotMaker::PlotMaker(string File,
string EvT,
string Eff,
int Rebin,
string Folder){
gROOT->ProcessLine(".L tdrstyle.C");
gROOT->ProcessLine("setTDRStyle()");
m_File = File;
m_EvT = EvT;
m_Eff = Eff;
m_Rebin = Rebin;
m_Folder = Folder;
CreateDir();
}
void PlotMaker::ReadFiles(){
file = new TFile( (m_File).c_str() );
discrList = GetDiscriminators(file);
//PrintDiscriminators(discrList);
}
//*********************************************************************************************************
//Create Dir to organize all the plots
//*********************************************************************************************************
void PlotMaker::CreateDir(){
struct stat st;
if(stat(m_Folder.c_str(),&st) == 0){
cout<<"Out Directory "<< m_Folder <<" already present!"<<endl;
}else{
cout<<"Creating Directory "<< m_Folder <<" ... "<<endl;
int outD = system( ("mkdir "+m_Folder).c_str() );
if(outD!=0)
cout<<"Directory "<< m_Folder <<" could not be created!"<< endl;
}
}
//*********************************************************************************************************
//Get the list of discriminators
//*********************************************************************************************************
vector<string> PlotMaker::GetDiscriminators(TFile *f){
string prefix = "hpsPFTauProducer"+m_EvT+"_hpsPFTauDiscriminationBy";
int prefix_size = prefix.size();
string discrim = " ";
int discrim_size;
vector<string> list_discrim;
TIter next(f->GetListOfKeys());
TKey *key;
while ((key = (TKey*)next())) {
TClass *cl = gROOT->GetClass(key->GetClassName());
if (cl->InheritsFrom("TDirectory")){
TDirectory* dir1 = (TDirectory*)key->ReadObj();
TIter next2(dir1->GetListOfKeys());
TKey *key2;
while ((key2 = (TKey*)next2())) {
TClass *cl2 = gROOT->GetClass(key2->GetClassName());
if (cl2->InheritsFrom("TDirectory")){
TDirectory* dir2 = (TDirectory*)key2->ReadObj();
TIter next3(dir2->GetListOfKeys());
TKey *key3;
while ((key3 = (TKey*)next3())) {
TClass *cl3 = gROOT->GetClass(key3->GetClassName());
if (cl3->InheritsFrom("TDirectory")){
TDirectory* dir3 = (TDirectory*)key3->ReadObj();
string namedir = (string)dir3->GetName();
if(namedir.find("Matched") != string::npos)
list_discrim.push_back("Matched");
else if(namedir.find("Reference") != string::npos)
list_discrim.push_back("ReferenceCollection");
else{
discrim_size = namedir.size() - prefix_size;
discrim = namedir.substr(prefix_size,discrim_size);
list_discrim.push_back(discrim);
discrim = " ";
}
}
}
}
}
}
}
return list_discrim;
}
//void PlotMaker::PrintDiscriminators(vector<string> list){
// for(uint i=0;i<list.size();i++)
// cout << list.at(i) << endl;
//}
//*********************************************************************************************************
//Initialize what you need!
//*********************************************************************************************************
void PlotMaker::Initialize(){
dmLabels.clear();
dmHistos.clear();
iso3Hits.clear();
MVAoldLT.clear();
eleRej.clear();
muonRej.clear();
MVAeleRej.clear();
MVAmuonRej.clear();
forEff.clear();
forEffRef.clear();
forEffRefFull.clear();
//1 bin
forEff1bin.clear();
forEffRef1bin.clear();
dir = ""; hpsPFTau = ""; refCollection = "";
dir = "DQMData/RecoTauV/";
hpsPFTau = "hpsPFTauProducer"+m_EvT+"_";
refCollection = "ReferenceCollection/";
dmLabels.push_back("generated #tau^{-} #rightarrow h^{-} #nu_{#tau}");
dmLabels.push_back("generated #tau^{-} #rightarrow h^{-} #pi^{0}s #nu_{#tau}");
dmLabels.push_back("generated #tau^{-} #rightarrow h^{-} h^{+} h^{-} #nu_{#tau}");
dmLabelsShort.push_back("#pi");
dmLabelsShort.push_back("#pi#pi^{0}s");
dmLabelsShort.push_back("#pi#pi#pi");
dmHistos.push_back("oneProng0Pi0");
dmHistos.push_back("oneProng1Pi0");
dmHistos.push_back("oneProng2Pi0");
dmHistos.push_back("threeProng0Pi0");
iso3Hits.push_back("hpsPFTauDiscriminationByLooseCombinedIsolationDBSumPtCorr3Hits");
iso3Hits.push_back("hpsPFTauDiscriminationByMediumCombinedIsolationDBSumPtCorr3Hits");
iso3Hits.push_back("hpsPFTauDiscriminationByTightCombinedIsolationDBSumPtCorr3Hits");
MVAoldLT.push_back("hpsPFTauDiscriminationByVLooseIsolationMVA3oldDMwLT");
MVAoldLT.push_back("hpsPFTauDiscriminationByLooseIsolationMVA3oldDMwLT");
MVAoldLT.push_back("hpsPFTauDiscriminationByMediumIsolationMVA3oldDMwLT");
MVAoldLT.push_back("hpsPFTauDiscriminationByTightIsolationMVA3oldDMwLT");
MVAoldLT.push_back("hpsPFTauDiscriminationByVTightIsolationMVA3oldDMwLT");
MVAoldLT.push_back("hpsPFTauDiscriminationByVVTightIsolationMVA3oldDMwLT");
eleRej.push_back("hpsPFTauDiscriminationByLooseElectronRejection");
eleRej.push_back("hpsPFTauDiscriminationByMediumElectronRejection");
eleRej.push_back("hpsPFTauDiscriminationByTightElectronRejection");
muonRej.push_back("hpsPFTauDiscriminationByLooseMuonRejection3");
muonRej.push_back("hpsPFTauDiscriminationByTightMuonRejection3");
MVAmuonRej.push_back("hpsPFTauDiscriminationByMVALooseMuonRejection");
MVAmuonRej.push_back("hpsPFTauDiscriminationByMVAMediumMuonRejection");
MVAmuonRej.push_back("hpsPFTauDiscriminationByMVATightMuonRejection");
MVAeleRej.push_back("hpsPFTauDiscriminationByMVA5VLooseElectronRejection");
MVAeleRej.push_back("hpsPFTauDiscriminationByMVA5LooseElectronRejection");
MVAeleRej.push_back("hpsPFTauDiscriminationByMVA5MediumElectronRejection");
MVAeleRej.push_back("hpsPFTauDiscriminationByMVA5TightElectronRejection");
MVAeleRej.push_back("hpsPFTauDiscriminationByMVA5VTightElectronRejection");
forEff.push_back("_vs_etaTauVisible");
forEff.push_back("_vs_phiTauVisible");
forEff.push_back("_vs_pileupTauVisible");
forEff.push_back("_vs_ptTauVisible");
forEffRef.push_back("nRef_Taus_vs_etaTauVisible");
forEffRef.push_back("nRef_Taus_vs_phiTauVisible");
forEffRef.push_back("nRef_Taus_vs_pileupTauVisible");
forEffRef.push_back("nRef_Taus_vs_ptTauVisible");
//1 bin
forEff1bin.push_back("_vs_etaTauVisible_1bin");
forEff1bin.push_back("_vs_phiTauVisible_1bin");
forEff1bin.push_back("_vs_pileupTauVisible_1bin");
forEff1bin.push_back("_vs_ptTauVisible_1bin");
forEffRef1bin.push_back("nRef_Taus_vs_etaTauVisible_1bin");
forEffRef1bin.push_back("nRef_Taus_vs_phiTauVisible_1bin");
forEffRef1bin.push_back("nRef_Taus_vs_pileupTauVisible_1bin");
forEffRef1bin.push_back("nRef_Taus_vs_ptTauVisible_1bin");
//these next are useful for Zprime plots. We need a different
//range wrt the one used for efficiencies
forEffRefFull.push_back("nRef_Taus_vs_ptTauVisible_full");
typeLeg.clear();
typeLeg.push_back("l"); typeLeg.push_back("p"); typeLeg.push_back("f");
stringLegPtRatio.clear();
stringLegPtRatio.push_back(" 3 < N_{vtx} < 7");
stringLegPtRatio.push_back(" 8 < N_{vtx} < 12");
stringLegPtRatio.push_back("13 < N_{vtx} < 17");
stringLegPtRatio.push_back("18 < N_{vtx} < 22");
stringLegPtRatio.push_back("23 < N_{vtx} < 27");
//Combined Isolation DB Sum Pt Correct - 3 Hits
stringLegEff3Hits.clear();
stringLegEff3Hits.push_back("HPS #delta#beta 3-hit Loose");
stringLegEff3Hits.push_back("HPS #delta#beta 3-hit Medium");
stringLegEff3Hits.push_back("HPS #delta#beta 3-hit Tight");
//MVA isolation with LT info included
stringLegEffMVAIso.clear();
stringLegEffMVAIso.push_back("MVA incl. LT vLoose");
stringLegEffMVAIso.push_back("MVA incl. LT Loose");
stringLegEffMVAIso.push_back("MVA incl. LT Medium");
stringLegEffMVAIso.push_back("MVA incl. LT Tight");
stringLegEffMVAIso.push_back("MVA incl. LT vTight");
stringLegEffMVAIso.push_back("MVA incl. LT vvTight");
//Cut-based anti electron discriminators
stringLegEffEleRej.clear();
stringLegEffEleRej.push_back("Cut-based anti-e Discriminator Loose");
stringLegEffEleRej.push_back("Cut-based anti-e Discriminator Medium");
stringLegEffEleRej.push_back("Cut-based anti-e Discriminator Tight");
//MVA anti electron discriminators
stringLegEffMVAEleRej.clear();
stringLegEffMVAEleRej.push_back("MVA anti-e Discriminator Loose");
stringLegEffMVAEleRej.push_back("MVA anti-e Discriminator Medium");
stringLegEffMVAEleRej.push_back("MVA anti-e Discriminator Tight");
stringLegEffMVAEleRej.push_back("MVA anti-e Discriminator VLoose");
stringLegEffMVAEleRej.push_back("MVA anti-e Discriminator VTight");
//Cut-based anti muon discriminators
stringLegEffMuonRej.clear();
stringLegEffMuonRej.push_back("Cut-based anti-#mu Discriminator Loose");
stringLegEffMuonRej.push_back("Cut-based anti-#mu Discriminator Tight");
//MVA anti muon discriminators
stringLegEffMVAMuonRej.clear();
stringLegEffMVAMuonRej.push_back("MVA anti-#mu Discriminator Loose");
stringLegEffMVAMuonRej.push_back("MVA anti-#mu Discriminator Medium");
stringLegEffMVAMuonRej.push_back("MVA anti-#mu Discriminator Tight");
}
//*********************************************************************************************************
//Initialize the style
//*********************************************************************************************************
void PlotMaker::InitializeStyle(){
colorsCB.clear();
colorsCB.push_back(418); colorsCB.push_back(807); colorsCB.push_back(618);
colorsMVA.clear();
colorsMVA.push_back(856); colorsMVA.push_back(418); colorsMVA.push_back(807);
colorsMVA.push_back(618); colorsMVA.push_back(596); colorsMVA.push_back(14);
markersCB.clear();
markersCB.push_back(25); markersCB.push_back(26); markersCB.push_back(32);
markersMVA.clear();
markersMVA.push_back(24); markersMVA.push_back(25); markersMVA.push_back(26);
markersMVA.push_back(32); markersMVA.push_back(27); markersMVA.push_back(30);
}
//*********************************************************************************************************
//Create canvases
//*********************************************************************************************************
vector<TCanvas*> PlotMaker::CreateCanvases(int nc, string name){
TCanvas *c;
vector<TCanvas* > Cans;
stringstream Cname;
string CName;
for(int i=0; i<nc; i++){
Cname.clear();
Cname<<name<<i;
Cname>>CName;
c = new TCanvas(CName.c_str(),CName.c_str());
Cans.push_back(c);
}
return Cans;
}
//*********************************************************************************************************
//Create Pave text
//*********************************************************************************************************
TPaveText* PlotMaker::CreatePaveTextDM(double d1,double d2, double d3, double d4, string s){
TPaveText *pavt = new TPaveText(d1, d2, d3, d4, "NDC");
pavt->SetTextSize(0.037);
pavt->SetTextFont(62);
pavt->SetFillColor(0);
pavt->SetBorderSize(0);
pavt->SetMargin(0.01);
pavt->SetTextAlign(12); // align left
pavt->AddText(0.01,0.4,s.c_str());
return pavt;
}
//*********************************************************************************************************
//Retrieve percentage to fill the "reconstructed decay mode vs generated decay mode" plot
//*********************************************************************************************************
vector<double> PlotMaker::RetrieveScatterPerc(TH2F* h1){
vector<double> percentage;
percentage.clear();
int sum1,sum2,sum3;
sum1=h1->GetBinContent(1,1)+h1->GetBinContent(1,2)+h1->GetBinContent(1,3);
sum2=h1->GetBinContent(2,1)+h1->GetBinContent(2,2)+h1->GetBinContent(2,3);
sum3=h1->GetBinContent(3,1)+h1->GetBinContent(3,2)+h1->GetBinContent(3,3);
percentage.push_back( h1->GetBinContent(1,1)/sum1 ); percentage.push_back( h1->GetBinContent(1,2)/sum1 ); percentage.push_back( h1->GetBinContent(1,3)/sum1 );
percentage.push_back( h1->GetBinContent(2,1)/sum2 ); percentage.push_back( h1->GetBinContent(2,2)/sum2 ); percentage.push_back( h1->GetBinContent(2,3)/sum2 );
percentage.push_back( h1->GetBinContent(3,1)/sum3 ); percentage.push_back( h1->GetBinContent(3,2)/sum3 ); percentage.push_back( h1->GetBinContent(3,3)/sum3 );
sum1=0,sum2=0,sum3=0;
return percentage;
}
vector< vector<double> > PlotMaker::RetrieveScatterInfo(){
vector<string> Nvtx;
Nvtx.push_back("_RecoDM_vs_GenDM"); Nvtx.push_back("_3to7_RecoDM_vs_GenDM"); Nvtx.push_back("_8to12_RecoDM_vs_GenDM");
Nvtx.push_back("_13to17_RecoDM_vs_GenDM"); Nvtx.push_back("_18to22_RecoDM_vs_GenDM"); Nvtx.push_back("_23to27_RecoDM_vs_GenDM");
vector<TH2F*> s1;
vector< vector<double> > percs;
for(uint j=0;j<Nvtx.size();j++){
s1.push_back( (TH2F*)file->Get( (dir+hpsPFTau+iso3Hits.at(0)+"/"+iso3Hits.at(0)+Nvtx.at(j) ).c_str() ) );
percs.push_back( RetrieveScatterPerc(s1.at(j)) );
}
return percs;
}
void PlotMaker::StyleScatterHisto(TH2F* s1){
s1->SetMarkerSize(3);
s1->GetXaxis()->SetNdivisions(300);
s1->GetYaxis()->SetNdivisions(300);
s1->GetXaxis()->SetTitle( "generated #tau decay mode" );
s1->GetYaxis()->SetTitle( "reconstructed #tau decay mode" );
if( dmLabels.size()==0 ) cout << "WARNING! No decay mode labels found!" << endl;
for(uint i=0;i<3;i++){
s1->GetXaxis()->SetBinLabel(i+1,dmLabelsShort[i].c_str());
s1->GetYaxis()->SetBinLabel(i+1,dmLabelsShort[i].c_str());
}
}
TH1F* PlotMaker::RebinHisto(TH1F* h, int n){
if(nameHisto.size()==0){
h->Rebin(n);
nameHisto.push_back( (string)h->GetName() );
return h;
}
else{
bool found = false;
for(uint i=0;i<nameHisto.size();i++){
if( (string)h->GetName() == nameHisto.at(i) ){
found = true;
break;}
}
if(found) return h;
else{
h->Rebin(n);
nameHisto.push_back( (string)h->GetName() );
return h;
}
}
}
TPaveText* PlotMaker::GetCMSTitle(){
TPaveText *ll = new TPaveText(0.16, 0.96, 0.96, 0.99, "NDC");
ll->SetTextSize(0.037);
ll->SetTextFont(62);
ll->SetFillColor(0);
ll->SetBorderSize(0);
ll->SetMargin(0.01);
ll->SetTextAlign(12); // align left
TString text = "CMS Simulation 2012, #sqrt{8} TeV ";
ll->AddText(0.01,0.4,text);
return ll;
}
void PlotMaker::DrawScatterHisto(string Cname){
vector<TH2F*> finalScatter;
vector<string> forName;
forName.push_back("3to7"),forName.push_back("8to12"),forName.push_back("13to17"),forName.push_back("18to22"),forName.push_back("23to27");
stringstream streamname;
string histname;
TH2F * tmp;
vector<TCanvas*> canvas = CreateCanvases( (int)forName.size(), Cname );
for (uint i=0; i<forName.size(); i++) {
streamname.clear();
histname="";
streamname<<forName[i]<<"_Nvts";
streamname>>histname;
tmp = new TH2F(histname.c_str(),histname.c_str(),3,0.,3.,3,0.,3.);
( finalScatter ).push_back( tmp );
( finalScatter.at(i) )->SetBinContent(1,1,( (RetrieveScatterInfo()).at(i) ).at(0) );
( finalScatter.at(i) )->SetBinContent(1,2,( (RetrieveScatterInfo()).at(i) ).at(1) );
( finalScatter.at(i) )->SetBinContent(1,3,( (RetrieveScatterInfo()).at(i) ).at(2) );
( finalScatter.at(i) )->SetBinContent(2,1,( (RetrieveScatterInfo()).at(i) ).at(3) );
( finalScatter.at(i) )->SetBinContent(2,2,( (RetrieveScatterInfo()).at(i) ).at(4) );
( finalScatter.at(i) )->SetBinContent(2,3,( (RetrieveScatterInfo()).at(i) ).at(5) );
( finalScatter.at(i) )->SetBinContent(3,1,( (RetrieveScatterInfo()).at(i) ).at(6) );
( finalScatter.at(i) )->SetBinContent(3,2,( (RetrieveScatterInfo()).at(i) ).at(7) );
( finalScatter.at(i) )->SetBinContent(3,3,( (RetrieveScatterInfo()).at(i) ).at(8) );
}
TPaveText* l1 = GetCMSTitle();
for(uint i=0;i<finalScatter.size();i++){
canvas[i]->cd();
StyleScatterHisto(finalScatter.at(i));
TPaveText* pavet = CreatePaveTextDM( 0.17, 0.90, 0.27, 0.94, (stringLegPtRatio.at(i)).c_str() );
finalScatter.at(i)->Draw("TEXT");
l1->Draw("same");
pavet->SetTextColor(kRed);
pavet->Draw("same");
canvas[i]->SaveAs(((string)(m_Folder+"/"+canvas[i]->GetName())+"_"+forName[i]+"_"+m_Folder+".pdf").c_str());
canvas[i]->SaveAs(((string)(m_Folder+"/"+canvas[i]->GetName())+"_"+forName[i]+"_"+m_Folder+".png").c_str());
canvas[i]->SaveAs(((string)(m_Folder+"/"+canvas[i]->GetName())+"_"+forName[i]+"_"+m_Folder+".eps").c_str());
}
}
pair<TH1F*,TH1F*> PlotMaker::RetrieveGenHisto(){
pair<TH1F*, TH1F*> gHistos;
TH1F* histoCheck = (TH1F*)file->Get( (dir+hpsPFTau+refCollection+forEffRef.at(3) ).c_str() );
double min = histoCheck->GetXaxis()->GetXmin();
double max = histoCheck->GetXaxis()->GetXmax();
if( m_File.find("ZpTT") != string::npos ){
if( (max - min) > 150. ){
gHistos = make_pair( RebinHisto( (TH1F*)file->Get( (dir+hpsPFTau+refCollection+forEffRefFull.at(0) ).c_str() ), 2),
(TH1F*)file->Get( (dir+hpsPFTau+refCollection+forEffRef.at(0) ).c_str() ) );
}else{
gHistos = make_pair( RebinHisto( (TH1F*)file->Get( (dir+hpsPFTau+refCollection+forEffRef.at(3) ).c_str() ), 2),
(TH1F*)file->Get( (dir+hpsPFTau+refCollection+forEffRef.at(0) ).c_str() ) );
}
}else if( m_File.find("ZTT") != string::npos ){
gHistos = make_pair( (TH1F*)file->Get( (dir+hpsPFTau+refCollection+forEffRef.at(3) ).c_str() ),
(TH1F*)file->Get( (dir+hpsPFTau+refCollection+forEffRef.at(0) ).c_str() ) );
}
return gHistos;
}
void PlotMaker::StyleGenHisto(TH1F* h1, TH1F* h2){
h1->SetMarkerStyle( markersCB.at(0) );
h2->SetMarkerStyle( markersCB.at(0) );
h1->SetLineWidth( 2 );
h2->SetLineWidth( 2 );
h1->SetMarkerColor( colorsCB.at(0) );
h2->SetMarkerColor( colorsCB.at(0) );
h1->SetLineColor( colorsCB.at(0) );
h2->SetLineColor( colorsCB.at(0) );
h1->GetYaxis()->SetTitle( "Relative yield" );
h2->GetYaxis()->SetTitle( "Relative yield" );
h1->GetYaxis()->SetTitleOffset(1.70);
h2->GetYaxis()->SetTitleOffset(1.80);
h1->GetXaxis()->SetTitle( "generated p_{T}^{#tau} [GeV/c]" );
h2->GetXaxis()->SetTitle( "generated #eta_{#tau}" );
h1->GetXaxis()->SetTitleOffset(1.30);
h2->GetXaxis()->SetTitleOffset(1.30);
}
void PlotMaker::DrawGenHisto(){
TH1F *h1 = (TH1F*)RetrieveGenHisto().first;
TH1F *h2 = (TH1F*)RetrieveGenHisto().second;
TPaveText* l1 = GetCMSTitle();
StyleGenHisto(h1,h2);
TCanvas *c1 = new TCanvas();
c1->cd();
TH1F *h1C = (TH1F*)h1->Clone();
h1C->Sumw2();
h1C->Scale(1./h1C->Integral());
h1C->Draw("E1P");
l1->Draw("same");
c1->SaveAs((m_Folder+"/GenPt_"+m_Folder+".pdf").c_str());
c1->SaveAs((m_Folder+"/GenPt_"+m_Folder+".png").c_str());
c1->SaveAs((m_Folder+"/GenPt_"+m_Folder+".eps").c_str());
TCanvas *c2 = new TCanvas();
c2->cd();
TH1F *h2C = (TH1F*)h2->Clone();
h2C->Sumw2();
h2C->Rebin(6);
h2C->Scale(1./h2C->Integral());
h2C->GetYaxis()->SetRangeUser(0.,0.3);
h2C->Draw("E1P");
l1->Draw("same");
c2->SaveAs((m_Folder+"/GenEta_"+m_Folder+".pdf").c_str());
c2->SaveAs((m_Folder+"/GenEta_"+m_Folder+".png").c_str());
c2->SaveAs((m_Folder+"/GenEta_"+m_Folder+".eps").c_str());
}
vector<TH1F*> PlotMaker::AddHistos(vector<TH1F*> v1, vector<TH1F*> v2){
vector<TH1F*> merge;
for(uint i=0; i<v1.size(); i++){
TH1F *tmp1 = v1.at(i);
TH1F *tmp2 = v2.at(i);
tmp1->Add(tmp2);
merge.push_back( tmp1 );
}
return merge;
}
TH1F* PlotMaker::MultiplyHistos(TH1F* h1, TH1F* h2){
TH1F *tmp1 = h1;
TH1F *tmp2 = h2;
TH1F* multiply;
tmp1->Multiply(tmp2);
multiply = tmp1;
return multiply;
}
vector< vector<TH1F*> > PlotMaker::RetrievePtRatioHisto(){
vector<string> Nvtx;
Nvtx.push_back("_Nvtx3to7"); Nvtx.push_back("_Nvtx8to12"); Nvtx.push_back("_Nvtx13to17");
Nvtx.push_back("_Nvtx18to22"); Nvtx.push_back("_Nvtx23to27");
vector< vector<TH1F*> > histo;
vector< vector<TH1F*> > finalHisto;
vector<TH1F*> tmpVec;
if( dmHistos.size()==0 ) cout << "WARNING! No decay mode histos found!" << endl;
for(uint i=0;i<dmHistos.size();i++){
tmpVec.clear();
for(uint j=0;j<Nvtx.size();j++){
tmpVec.push_back( (TH1F*)file->Get( (dir+hpsPFTau+iso3Hits.at(0)+"/"+iso3Hits.at(0)+"_pTRatio_"+dmHistos.at(i)+Nvtx.at(j) ).c_str() ) );
}
histo.push_back(tmpVec);
}
finalHisto.push_back( histo.at(0) );
finalHisto.push_back( AddHistos(histo.at(1),histo.at(2)) );
finalHisto.push_back( histo.at(3) );
//cout << "final histo size " << finalHisto.size() << endl;
for(uint i=0;i<finalHisto.size();i++){
for(uint j=0;j<(finalHisto.at(i)).size();j++){
}
}
return finalHisto;
}
TLegend* PlotMaker::SetHistoLegend(vector<TH1F*> vh, vector<string> vs, vector<double> vd, string s){
TLegend* leg = new TLegend(vd.at(0),vd.at(1),vd.at(2),vd.at(3),NULL,"brNDC");
leg->SetFillColor(0);
leg->SetTextSize(0.029);
leg->SetTextFont(42);
for(uint i=0; i<vs.size(); i++)
leg->AddEntry(vh.at(i),(vs.at(i)).c_str(),s.c_str());
return leg;
}
void PlotMaker::StylePtRatioHisto(vector<TH1F*> v1){
for(uint i=0; i<v1.size(); i++){
v1.at(i)->GetYaxis()->SetTitleOffset(1.70);
v1.at(i)->GetXaxis()->SetTitleOffset(1.30);
v1.at(i)->SetLineColor(colorsMVA.at(i));
v1.at(i)->SetLineWidth(2);
}
}
vector<vector<TH1F*> > PlotMaker::ScaleHistograms(vector<vector<TH1F*> > vvh){
vector<TH1F*> tmpH;
vector<vector<TH1F*> > vvh2;
for(uint i=0; i < vvh.size(); i++){
tmpH.clear();
for(uint j=0; j < vvh.at(i).size(); j++){
vvh.at(i).at(j)->Scale(1. / vvh.at(i).at(j)->Integral() );
tmpH.push_back( vvh.at(i).at(j) ) ;
}
vvh2.push_back(tmpH);
}
return vvh2;
}
void PlotMaker::DrawPtRatioHisto(string Cname){
vector< vector<TH1F*> > histos = RetrievePtRatioHisto();
vector<TH1F*> histoScaled;
vector<TCanvas*> canvas = CreateCanvases( (int)histos.size(), Cname );
TPaveText* l1 = GetCMSTitle();
for(uint i=0;i<histos.size();i++){
histoScaled.clear();
canvas[i]->cd();
TPaveText* pavet = CreatePaveTextDM( 0.21, 0.85, 0.31, 0.92, (dmLabels.at(i)+" decay mode").c_str() );
StylePtRatioHisto( histos.at(i) );
histos.at(i).at(0)->Scale( 1./ histos.at(i).at(0)->Integral() );
if( m_File.find("ZpTT") != string::npos)
histos.at(i).at(0)->GetYaxis()->SetRangeUser(0.,0.18);
else if( m_File.find("ZTT") != string::npos){
histos.at(0).at(0)->GetYaxis()->SetRangeUser(0.,0.4);
histos.at(1).at(0)->GetYaxis()->SetRangeUser(0.,0.2);
histos.at(2).at(0)->GetYaxis()->SetRangeUser(0.,0.4);
}
RebinHisto( histos.at(i).at(0), 2)->Draw();
for(uint j=0; j<histos.at(i).size() ;j++){
if(j != 0){
histos.at(i).at(j)->Scale( 1./ histos.at(i).at(j)->Integral() );
RebinHisto(histos.at(i).at(j),2)->Draw("same");
}
}
l1->Draw("same");
vector<double> posLegPtRatio;
posLegPtRatio.push_back(0.22); posLegPtRatio.push_back(0.67); posLegPtRatio.push_back(0.52); posLegPtRatio.push_back(0.84);
SetHistoLegend( histos.at(i), stringLegPtRatio, posLegPtRatio, typeLeg.at(0) )->Draw("same");
pavet->Draw("same");
canvas[i]->SaveAs( ((string)(m_Folder+"/"+canvas[i]->GetName())+"_"+m_Folder+".pdf").c_str() );
canvas[i]->SaveAs( ((string)(m_Folder+"/"+canvas[i]->GetName())+"_"+m_Folder+".png").c_str() );
canvas[i]->SaveAs( ((string)(m_Folder+"/"+canvas[i]->GetName())+"_"+m_Folder+".eps").c_str() );
}
}
TH1F* PlotMaker::DivideHisto(TH1F* h1, TH1F* h2){
TH1F *ratio=(TH1F*)h1->Clone();
ratio->Sumw2();
ratio->Divide(h2);
return ratio;
}
vector<TH1F*> PlotMaker::GetHistosForEff(string s, vector<string> vs, bool useRef){
vector< TH1F*> histosForEff;
if(useRef){
histosForEff.push_back( (TH1F*)file->Get( (dir+hpsPFTau+s+"/"+vs.at(3)).c_str() ) );
histosForEff.push_back( (TH1F*)file->Get( (dir+hpsPFTau+s+"/"+vs.at(2)).c_str() ) );
histosForEff.push_back( (TH1F*)file->Get( (dir+hpsPFTau+s+"/"+vs.at(0)).c_str() ) );
}else{
histosForEff.push_back( (TH1F*)file->Get( (dir+hpsPFTau+s+"/"+s+vs.at(3)).c_str() ) );
histosForEff.push_back( (TH1F*)file->Get( (dir+hpsPFTau+s+"/"+s+vs.at(2)).c_str() ) );
histosForEff.push_back( (TH1F*)file->Get( (dir+hpsPFTau+s+"/"+s+vs.at(0)).c_str() ) );
}
return histosForEff;
}
void PlotMaker::StyleEffHisto( vector<TH1F *> vh, string s, string Cname ){
for(uint i=0; i<vh.size(); i++){
vh.at(i)->GetXaxis()->SetTitleOffset(1.30);
if(s=="pu")
vh.at(0)->GetXaxis()->SetTitle("N_{vtx}");
if(m_File.find("ZpTT")!=string::npos || m_File.find("ZTT")!=string::npos){
if(s=="pt")
vh.at(0)->GetXaxis()->SetTitle("generated P_{T}^{#tau} [GeV/c]");
if(s=="eta")
vh.at(0)->GetXaxis()->SetTitle("generated #eta_{#tau}");
vh.at(i)->GetYaxis()->SetTitle("Expected #tau efficiency");
}else if(m_File.find("QCD")!=string::npos || m_File.find("WJETS")!=string::npos){
if(s=="pt")
vh.at(0)->GetXaxis()->SetTitle("P_{T}^{jet} [GeV/c]");
if(s=="eta")
vh.at(0)->GetXaxis()->SetTitle("#eta_{jet}");
vh.at(i)->GetYaxis()->SetTitle("Expected jet #rightarrow #tau fake rate");
}else if(m_File.find("ZEE")!=string::npos || m_File.find("ZMM")!=string::npos){
if(s=="pt")
vh.at(0)->GetXaxis()->SetTitle("generated P_{T} [GeV/c]");
if(s=="eta")
vh.at(0)->GetXaxis()->SetTitle("generated #eta");
vh.at(i)->GetYaxis()->SetTitle("Expected lepton #rightarrow #tau fake rate");
}
//Set Range
if(m_File.find("ZTT")!=string::npos || m_File.find("ZpTT")!=string::npos){
if(Cname.find("Muon")!=string::npos){
vh.at(i)->GetYaxis()->SetNdivisions(508);
vh.at(i)->GetYaxis()->SetRangeUser(0.7,1.2);
}
if(Cname.find("Ele")!=string::npos){
vh.at(i)->GetYaxis()->SetRangeUser(0.2,1.4);
}
if((Cname.find("MVA")!=string::npos || Cname.find("Iso")!=string::npos) && Cname.find("Ele")==string::npos && Cname.find("Muon")==string::npos){
vh.at(i)->GetYaxis()->SetRangeUser(0.,1.1);
}
}
else if(m_File.find("ZEE")!=string::npos)
vh.at(i)->GetYaxis()->SetRangeUser(0.0001,10.);
else if(m_File.find("ZMM")!=string::npos)
vh.at(i)->GetYaxis()->SetRangeUser(0.00001,0.1);
if(m_File.find("QCD")!=string::npos || m_File.find("WJETS")!=string::npos)
vh.at(i)->GetYaxis()->SetRangeUser(0.0000001,1);
vh.at(i)->GetYaxis()->SetTitleOffset(1.50);
if(Cname.find("MVA")!=string::npos){
vh.at(i)->SetMarkerStyle( markersMVA.at(i) );
vh.at(i)->SetMarkerColor( colorsMVA.at(i) );
vh.at(i)->SetLineColor( colorsMVA.at(i) );
}else{
vh.at(i)->SetMarkerStyle( markersCB.at(i) );
vh.at(i)->SetMarkerColor( colorsCB.at(i) );
vh.at(i)->SetLineColor( colorsCB.at(i) );
}
vh.at(i)->SetMarkerSize( 1.2 );
vh.at(i)->SetLineWidth( 2 );
}
}
vector<vector< TH1F* > > PlotMaker::GetEffSignal(vector<string> vsHN, vector<string> vsN, string HD, vector<string> vsD, int Rebin, bool useRef){
vector<vector <TH1F*> > efficiency;
vector <TH1F*> effpt;
vector <TH1F*> effpu;
vector <TH1F*> effeta;
for(uint i=0; i<vsHN.size(); i++){
effpt.push_back( DivideHisto( RebinHisto( GetHistosForEff( vsHN.at(i), vsN).at(0), Rebin),
RebinHisto( (GetHistosForEff( HD, vsD, useRef )).at(0), Rebin) ));
effpu.push_back( DivideHisto( RebinHisto( GetHistosForEff( vsHN.at(i), vsN ).at(1), 4),
RebinHisto( (GetHistosForEff( HD, vsD, useRef )).at(1), 4) ));
effeta.push_back( DivideHisto( RebinHisto( GetHistosForEff( vsHN.at(i), vsN ).at(2), 6),
RebinHisto( (GetHistosForEff( HD, vsD, useRef )).at(2), 6) ));
}
efficiency.push_back( effpt );
efficiency.push_back( effpu );
efficiency.push_back( effeta );
return efficiency;
}
/*vector<vector< TH1F* > > PlotMaker::GetCompositeEffSignal(vector<string> vsHN, vector<string> vsN, string HD, vector<string> vsD, int Rebin, bool useRef){
vector<vector <TH1F*> > efficiencyLoose3Hits = GetEffSignal( iso3Hits, forEff, refCollection, forEffRef, Rebin, true );
vector< vector< TH1F* > > effHistos = GetEffSignal( vsHN, vsN, HD, vsD, Rebin, useRef );
vector<vector <TH1F*> > efficiency;
vector <TH1F*> effpt;
vector <TH1F*> effpu;
cout << "eff size " << effHistos.size() << endl;
for(uint j=0; j<effHistos.at(0).size(); j++){
effpt.push_back( MultiplyHistos(effHistos.at(0).at(j),efficiencyLoose3Hits.at(0).at(0)) ) ;
}
for(uint j=0; j<effHistos.at(1).size(); j++)
effpu.push_back( MultiplyHistos(effHistos.at(1).at(j),efficiencyLoose3Hits.at(1).at(0)) );
efficiency.push_back( effpt );
efficiency.push_back( effpu );
return efficiency;
}*/
void PlotMaker::DrawEffSignal(vector<string> vsHN, vector<string> vsN, string HD, vector<string> vsD, vector<string> vsLeg, vector<double> vd, string Cname, int Rebin, bool useRef){
vector< vector< TH1F* > > effHistos;
effHistos = GetEffSignal( vsHN, vsN, HD, vsD, Rebin, useRef );
vector<TCanvas*> canvas = CreateCanvases( (int)effHistos.size(), Cname );
vector<string> s;
s.push_back("pt"); s.push_back("pu"); s.push_back("eta");
StyleEffHisto( effHistos.at(0), s.at(0), Cname );
StyleEffHisto( effHistos.at(1), s.at(1), Cname );
StyleEffHisto( effHistos.at(2), s.at(2), Cname );
TPaveText* l1 = GetCMSTitle();
for(uint i=0; i<effHistos.size(); i++){
canvas[i]->cd();
for(uint j=0; j<effHistos.at(i).size(); j++){
//if(File.find("ZTT") != string::npos && vsHN.at(0).find("MVA3oldDMwLT") != string::npos )
// effHistos.at(i).at(j)->GetYaxis()->SetRangeUser(0.,0.8);
//if(vsHN.at(0).find("Muon") != string::npos )
// effHistos.at(i).at(j)->GetYaxis()->SetRangeUser(0.6,1.2);
//if(vsHN.at(0).find("Electron") != string::npos )
// effHistos.at(i).at(j)->GetYaxis()->SetRangeUser(0.,1.2);
if(j==0) effHistos.at(i).at(j)->Draw("E1P");
else effHistos.at(i).at(j)->Draw("same E1P");
//SetOptimalRange( effHistos.at(i).at(j) );
}
l1->Draw("same");
SetHistoLegend( effHistos.at(i), vsLeg, vd, typeLeg.at(1) )->Draw("same");
if(m_File.find("QCD") != string::npos || m_File.find("WJETS") != string::npos || m_File.find("ZEE") != string::npos || m_File.find("ZMM") != string::npos){
canvas[i]->SetLogy(1);
canvas[i]->SaveAs(((string)(m_Folder+"/"+canvas[i]->GetName())+"_"+m_Folder+"_FakeRate.pdf").c_str());
canvas[i]->SaveAs(((string)(m_Folder+"/"+canvas[i]->GetName())+"_"+m_Folder+"_FakeRate.png").c_str());
canvas[i]->SaveAs(((string)(m_Folder+"/"+canvas[i]->GetName())+"_"+m_Folder+"_FakeRate.eps").c_str());
}else{
canvas[i]->SaveAs(((string)(m_Folder+"/"+canvas[i]->GetName())+"_"+m_Folder+"_Efficiency.pdf").c_str());
canvas[i]->SaveAs(((string)(m_Folder+"/"+canvas[i]->GetName())+"_"+m_Folder+"_Efficiency.png").c_str());
canvas[i]->SaveAs(((string)(m_Folder+"/"+canvas[i]->GetName())+"_"+m_Folder+"_Efficiency.eps").c_str());
}
}
}
void PlotMaker::FinalDrawEffSignal(int Rebin){
vector<double> posLegEffLeptons;
posLegEffLeptons.push_back(0.40); posLegEffLeptons.push_back(0.76); posLegEffLeptons.push_back(0.74); posLegEffLeptons.push_back(0.91);
vector<double> posLegEff3Hits;
posLegEff3Hits.push_back(0.56); posLegEff3Hits.push_back(0.77); posLegEff3Hits.push_back(0.90); posLegEff3Hits.push_back(0.91);
vector<double> posLegEffMVA;
posLegEffMVA.push_back(0.55); posLegEffMVA.push_back(0.71); posLegEffMVA.push_back(0.89); posLegEffMVA.push_back(0.91);
vector<double> posLegEff3HitsQCD;
posLegEff3HitsQCD.push_back(0.58); posLegEff3HitsQCD.push_back(0.70); posLegEff3HitsQCD.push_back(0.92); posLegEff3HitsQCD.push_back(0.91);
vector<double> posLegEffMVAQCD;
posLegEffMVAQCD.push_back(0.58); posLegEffMVAQCD.push_back(0.70); posLegEffMVAQCD.push_back(0.92); posLegEffMVAQCD.push_back(0.91);
if(m_File.find("QCD") != string::npos || m_File.find("WJETS") != string::npos){
DrawEffSignal( iso3Hits, forEff, refCollection, forEffRef, stringLegEff3Hits, posLegEff3HitsQCD, "Iso", Rebin, true);
DrawEffSignal( MVAoldLT, forEff, refCollection, forEffRef, stringLegEffMVAIso, posLegEffMVAQCD, "MVA", Rebin, true);
}else if(m_File.find("ZEE") != string::npos){
DrawEffSignal( eleRej, forEff, refCollection, forEffRef, stringLegEffEleRej, posLegEffLeptons, "EleCutB", Rebin, true);
DrawEffSignal( MVAeleRej, forEff, refCollection, forEffRef, stringLegEffMVAEleRej, posLegEffLeptons, "EleMVA", Rebin, true);
}else if(m_File.find("ZMM") != string::npos){
DrawEffSignal( muonRej, forEff, refCollection, forEffRef, stringLegEffMuonRej, posLegEffLeptons, "MuonCutB", Rebin, true);
DrawEffSignal( MVAmuonRej, forEff, refCollection, forEffRef, stringLegEffMVAMuonRej, posLegEffLeptons, "MuonMVA", Rebin, true);
}
else{
DrawEffSignal( iso3Hits, forEff, refCollection, forEffRef, stringLegEff3Hits, posLegEff3Hits, "Iso", Rebin, true);
DrawEffSignal( MVAoldLT, forEff, refCollection, forEffRef, stringLegEffMVAIso, posLegEffMVA, "MVA", Rebin, true);
DrawEffSignal( eleRej, forEff, iso3Hits.at(0), forEff, stringLegEffEleRej, posLegEffLeptons, "EleCutB", Rebin, false);
DrawEffSignal( muonRej, forEff, iso3Hits.at(0), forEff, stringLegEffMuonRej, posLegEffLeptons, "MuonCutB", Rebin, false);
DrawEffSignal( MVAeleRej, forEff, iso3Hits.at(0), forEff, stringLegEffMVAEleRej, posLegEffLeptons, "EleMVA", Rebin, false);
DrawEffSignal( MVAmuonRej, forEff, iso3Hits.at(0), forEff, stringLegEffMVAMuonRej, posLegEffLeptons, "MuonMVA", Rebin, false);
}
}
//void PlotMaker::GetEffANDFakeRate(string File, int Rebin){
/*void PlotMaker::GetEffANDFakeRate(string File, vector<string> vsHN, vector<string> vsN, string HD, vector<string> vsD, int Rebin, bool useRef){
vector< vector< TH1F* > > effHistos;
cout << "sono qui prima di effHistos" << endl ;
effHistos = GetEffSignal( vsHN, vsN, HD, vsD, true );
cout << "dopo avere riempito effHistos" << endl ;
for(uint i=0; i<effHistos.size(); i++){
for(uint j=0; j<effHistos.at(i).size(); j++){
cout << "sono qui" << endl ;
cout << effHistos.at(i).at(j)->GetBinContent(1) << endl ;
}
}
}*/
//void PlotMaker::MakeTables(string File){
// GetEffANDFakeRate( File, MVAoldLT, forEff1bin, refCollection, forEffRef1bin, true );
//}
//*********************************************************************************************************
//Signal EFFICIENCIES
//*********************************************************************************************************
//MVA ISO EFFICIENCY
//cout << stringLegEff3Hits.at(0) << " & " << stringLegEff3Hits.at(1) << " & " << stringLegEff3Hits.at(2) << " \\hline" << endl;
//cout << effHistos.at(0).at(0)->GetBinContent(1) << " & " << effHistos.at(0).at(1)->GetBinContent(1) << " & " << effHistos.at(0).at(2)->GetBinContent(1) << " \\hline" << endl;
//cout << effHistos.at(1).at(0)->GetBinContent(1) << " & " << effHistos.at(1).at(1)->GetBinContent(1) << " & " << effHistos.at(1).at(2)->GetBinContent(1) << " \\hline" << endl;
//MVA ISO EFFICIENCY
/*effHistos.clear();
effHistos = GetEffSignal( MVAoldLT, forEff1bin, refCollection, forEffRef1bin, Rebin, true );
cout << " \\hline " << endl;
cout << stringLegEffMVAIso.at(0) << " & " << stringLegEffMVAIso.at(1) << " & " << stringLegEffMVAIso.at(2) << " & " << stringLegEffMVAIso.at(3) << " & " << stringLegEffMVAIso.at(4) << " & " << stringLegEffMVAIso.at(5) << " \\hline" << endl;
cout << effHistos.at(0).at(0)->GetBinContent(1) << " & " << effHistos.at(0).at(1)->GetBinContent(1) << " & " << effHistos.at(0).at(2)->GetBinContent(1) << " & " << effHistos.at(0).at(3)->GetBinContent(1) << " & " << effHistos.at(0).at(4)->GetBinContent(1) << " & " << effHistos.at(0).at(5)->GetBinContent(1) << " \\hline" << endl;
cout << effHistos.at(1).at(0)->GetBinContent(1) << " & " << effHistos.at(1).at(1)->GetBinContent(1) << " & " << effHistos.at(1).at(2)->GetBinContent(1) << " & " << effHistos.at(1).at(3)->GetBinContent(1) << " & " << effHistos.at(1).at(4)->GetBinContent(1) << " & " << effHistos.at(1).at(5)->GetBinContent(1) << " \\hline" << endl;
//Anti-ELE EFFICIENCY
effHistos.clear();
effHistos = GetEffSignal( eleRej, forEff1bin, iso3Hits.at(0), forEff1bin, Rebin, false );
cout << stringLegEffEleRej.at(0) << " & " << stringLegEffEleRej.at(1) << " & " << stringLegEffEleRej.at(2) << " \\hline" << endl;
cout << effHistos.at(0).at(0)->GetBinContent(1) << " & " << effHistos.at(0).at(1)->GetBinContent(1) << " & " << effHistos.at(0).at(2)->GetBinContent(1) << " \\hline" << endl;
cout << effHistos.at(1).at(0)->GetBinContent(1) << " & " << effHistos.at(1).at(1)->GetBinContent(1) << " & " << effHistos.at(1).at(2)->GetBinContent(1) << " \\hline" << endl;
//Anti-MUON EFFICIENCY
effHistos.clear();
effHistos = GetEffSignal( muonRej, forEff1bin, iso3Hits.at(0), forEff1bin, Rebin, false );
cout << stringLegEffMuonRej.at(0) << " & " << stringLegEffMuonRej.at(1) << " \\hline" << endl;
cout << effHistos.at(0).at(0)->GetBinContent(1) << " & " << effHistos.at(0).at(1)->GetBinContent(1) << " \\hline" << endl;
cout << effHistos.at(1).at(0)->GetBinContent(1) << " & " << effHistos.at(1).at(1)->GetBinContent(1) << " \\hline" << endl;
//Anti-ELE MVA EFFICIENCY
effHistos.clear();
effHistos = GetEffSignal( MVAeleRej, forEff1bin, iso3Hits.at(0), forEff1bin, Rebin, false );
cout << stringLegEffMVAEleRej.at(0) << " & " << stringLegEffMVAEleRej.at(1) << " & " << stringLegEffMVAEleRej.at(2) << " & " << stringLegEffMVAEleRej.at(3) << " & " << stringLegEffMVAEleRej.at(4) <<" \\hline" << endl;
cout << effHistos.at(0).at(0)->GetBinContent(1) << " & " << effHistos.at(0).at(1)->GetBinContent(1) << " & " << effHistos.at(0).at(2)->GetBinContent(1) << " & " << effHistos.at(0).at(3)->GetBinContent(1) << " & " << effHistos.at(0).at(4)->GetBinContent(1) << " \\hline" << endl;
cout << effHistos.at(1).at(0)->GetBinContent(1) << " & " << effHistos.at(1).at(1)->GetBinContent(1) << " & " << effHistos.at(1).at(2)->GetBinContent(1) << " & " << effHistos.at(1).at(3)->GetBinContent(1) << " & " << effHistos.at(1).at(4)->GetBinContent(1) << " \\hline" << endl;
//Anti-MUON MVA EFFICIENCY
effHistos.clear();
effHistos = GetEffSignal( MVAmuonRej, forEff1bin, iso3Hits.at(0), forEff1bin, Rebin, false );
cout << stringLegEffMVAMuonRej.at(0) << " & " << stringLegEffMVAMuonRej.at(1) << " & " << stringLegEffMVAMuonRej.at(2) << " \\hline" << endl;
cout << effHistos.at(0).at(0)->GetBinContent(1) << " & " << effHistos.at(0).at(1)->GetBinContent(1) << " & " << effHistos.at(0).at(2)->GetBinContent(1) << " \\hline" << endl;
cout << effHistos.at(1).at(0)->GetBinContent(1) << " & " << effHistos.at(1).at(1)->GetBinContent(1) << " & " << effHistos.at(1).at(2)->GetBinContent(1) << " \\hline" << endl;
*/