void fakerate (int min = 0 , int max = 999) {
TStyle * ts = (TStyle*)gROOT->GetStyle("Plain");
ts->cd();
ts->SetTitle(0);
ts->SetOptStat(0000000);
//ts->SetPalette(1);
//cross sections in mb
double sigma_15_20 = 1.46;
double sigma_20_30 = 0.632;
double sigma_30_50 = 0.163;
double sigma_50_80 = 0.0216;
double sigma_80_120 = 0.00308;
std::vector<std::string> files;
std::vector<double> weights;
files.push_back("new1/FakeRate_qcd_loose_20_30.root");
files.push_back("new1/FakeRate_qcd_loose_30_50.root");
files.push_back("new1/FakeRate_qcd_loose_50_80.root");
files.push_back("new1/FakeRate_qcd_loose_80_120.root");
weights.push_back(sigma_20_30);
weights.push_back(sigma_30_50);
weights.push_back(sigma_50_80);
weights.push_back(sigma_80_120);
std::vector<std::string> files1;
files1.push_back("new1/FakeRate_qcd_medium_20_30.root");
files1.push_back("new1/FakeRate_qcd_medium_30_50.root");
files1.push_back("new1/FakeRate_qcd_medium_50_80.root");
files1.push_back("new1/FakeRate_qcd_medium_80_120.root");
std::vector<std::string> files2;
files2.push_back("new1/FakeRate_qcd_tight_20_30.root");
files2.push_back("new1/FakeRate_qcd_tight_30_50.root");
files2.push_back("new1/FakeRate_qcd_tight_50_80.root");
files2.push_back("new1/FakeRate_qcd_tight_80_120.root");
std::vector<TFile*> tfiles;
std::vector<TFile*> tfiles1;
std::vector<TFile*> tfiles2;
for (int i=0; i<files.size(); i++) {
tfiles.push_back(new TFile(files[i].c_str()));
}
for (int i=0; i<files1.size(); i++) {
tfiles1.push_back(new TFile(files1[i].c_str()));
}
for (int i=0; i<files2.size(); i++) {
tfiles2.push_back(new TFile(files2[i].c_str()));
}
TCanvas* cFakeIdDiv = new TCanvas ("cFakeIdDiv","Electron Id Fake Rate vs Jet Et");
cFakeIdDiv->SetLogy();
cFakeIdDiv->SetGridy();
cFakeIdDiv->SetGridx();
TH1D* hSelPT = (TH1D*)plot("HFakeNumSelEt","HFakeDenEt",tfiles,weights);
TH1D* hSelPT1 = (TH1D*)plot("HFakeNumSelEt","HFakeDenEt",tfiles1,weights);
TH1D* hSelPT2 = (TH1D*)plot("HFakeNumSelEt","HFakeDenEt",tfiles2,weights);
TH1D* hRecoPT = (TH1D*)plot("HFakeNumEt","HFakeDenEt",tfiles,weights);
hSelPT->SetTitle(0);
hRecoPT->SetTitle(0);
hSelPT->GetXaxis()->SetRangeUser(10,65);
hSelPT->GetYaxis()->SetRangeUser(1e-3,1);
//hSelPT->SetMaximum(1.0);
hSelPT->GetXaxis()->SetTitle("E_{T} of Reco Jet (GeV)");
hSelPT->GetYaxis()->SetTitle("Electron fake rate from jets (d#epsilon/dE_{T})");
hSelPT->Draw("E");
hSelPT->SetLineColor(4);
hSelPT1->SetLineColor(8);
hSelPT2->SetLineColor(2);
hRecoPT->Draw("sameE");
hSelPT1->Draw("sameE");
hSelPT2->Draw("sameE");
TLegend* legA = new TLegend(0.6,0.2,0.85,0.4);
legA->AddEntry(hRecoPT,"Reconstruction","l");
legA->AddEntry(hSelPT,"Id loose","l");
legA->AddEntry(hSelPT1,"Id medium","l");
legA->AddEntry(hSelPT2,"Id tight","l");
legA->SetFillColor(0);
legA->SetTextSize(0.04);
legA->Draw();
gPad->Update();
TCanvas* cFakeIdDiv1 = new TCanvas ("cFakeIdDiv1","Electron Id Fake Rate vs Jet Et (Rel)");
cFakeIdDiv1->SetLogy();
cFakeIdDiv1->SetGridy();
cFakeIdDiv1->SetGridx();
TH1D* hSelPTA = (TH1D*)plot("HFakeNumSelEt","HFakeNumEt",tfiles,weights);
TH1D* hSelPT1A = (TH1D*)plot("HFakeNumSelEt","HFakeNumEt",tfiles1,weights);
TH1D* hSelPT2A = (TH1D*)plot("HFakeNumSelEt","HFakeNumEt",tfiles2,weights);
hSelPTA->SetTitle(0);
hSelPTA->GetXaxis()->SetRangeUser(10,65);
hSelPTA->GetYaxis()->SetRangeUser(1e-2,1);
//hSelPT->SetMaximum(1.0);
hSelPTA->GetXaxis()->SetTitle("E_{T} of Reco Jet (GeV)");
hSelPTA->GetYaxis()->SetTitle("Electron fake rate from jets (d#epsilon/dE_{T})");
hSelPTA->Draw("E");
hSelPTA->SetLineColor(4);
hSelPT1A->SetLineColor(8);
hSelPT2A->SetLineColor(2);
hSelPT1A->Draw("sameE");
hSelPT2A->Draw("sameE");
TLegend* legAA = new TLegend(0.6,0.2,0.85,0.4);
legAA->AddEntry(hSelPTA,"Id loose","l");
legAA->AddEntry(hSelPT1A,"Id medium","l");
legAA->AddEntry(hSelPT2A,"Id tight","l");
legAA->SetFillColor(0);
legAA->SetTextSize(0.04);
legAA->Draw();
gPad->Update();
TCanvas* cFakeIdNum = new TCanvas ("cFakeIdNum","Et spectrum of jets that match reco electrons");
cFakeIdNum->SetLogy();
cFakeIdNum->SetGridy();
cFakeIdNum->SetGridx();
TH1D* hSelJetPT = (TH1D*)Plot1D("HFakeNumSelEt",tfiles,weights);
TH1D* hSelJetPT1 = (TH1D*)Plot1D("HFakeNumSelEt",tfiles1,weights);
TH1D* hSelJetPT2 = (TH1D*)Plot1D("HFakeNumSelEt",tfiles2,weights);
TH1D* hRecoJetPT = (TH1D*)Plot1D("HFakeNumEt",tfiles,weights);
hSelJetPT->SetTitle(0);
hRecoJetPT->SetTitle(0);
hSelJetPT->GetXaxis()->SetRangeUser(10,65);
//hSelJetPT->GetYaxis()->SetRangeUser(1e-6,1);
hSelJetPT->SetMaximum(1e5);
hSelJetPT->SetMinimum(1.0001);
hSelJetPT->GetXaxis()->SetTitle("E_{T} of Reco Jet that fakes an electron(GeV)");
hSelJetPT->GetYaxis()->SetTitle("Arbitrary Scale");
hSelJetPT->Draw("E");
hSelJetPT->SetLineColor(4);
hSelJetPT1->SetLineColor(8);
hSelJetPT2->SetLineColor(2);
hRecoJetPT->Draw("sameE");
hSelJetPT1->Draw("sameE");
hSelJetPT2->Draw("sameE");
TLegend* legA1 = new TLegend(0.6,0.2,0.85,0.4);
legA1->AddEntry(hRecoJetPT,"Reconstruction","l");
legA1->AddEntry(hSelJetPT,"Id loose","l");
legA1->AddEntry(hSelJetPT1,"Id medium","l");
legA1->AddEntry(hSelJetPT2,"Id tight","l");
legA1->SetFillColor(0);
legA1->SetTextSize(0.04);
legA1->Draw();
gPad->Update();
TCanvas* cFakeIdDen = new TCanvas ("cFakeIdDen","Et spectrum of jets");
cFakeIdDen->SetLogy();
cFakeIdDen->SetGridy();
cFakeIdDen->SetGridx();
TH1D* hJetPT = (TH1D*)Plot1D("HFakeDenEt",tfiles,weights);
//hJetPT->Scale(1.0/hJetPT->Integral());
hJetPT->SetTitle(0);
hJetPT->GetXaxis()->SetRangeUser(10,65);
//hJetPT->GetYaxis()->SetRangeUser(1e-6,1);
hJetPT->SetMaximum(1e5);
hJetPT->SetMinimum(1.0001);
hJetPT->SetLineColor(1);
hJetPT->GetXaxis()->SetTitle("E_{T} of Reco Jet (GeV)");
hJetPT->GetYaxis()->SetTitle("Arbitrary Scale");
hJetPT->Draw("E");
TCanvas* cFakeIdDivEta = new TCanvas ("cFakeIdDivEta","Electron Id Fake Rate vs Jet Eta");
cFakeIdDivEta->SetLogy();
cFakeIdDivEta->SetGridy();
cFakeIdDivEta->SetGridx();
TH1D* hSelEta = (TH1D*)plot("HFakeNumSelEta","HFakeDenEta",tfiles,weights);
TH1D* hSelEta1 = (TH1D*)plot("HFakeNumSelEta","HFakeDenEta",tfiles1,weights);
TH1D* hSelEta2 = (TH1D*)plot("HFakeNumSelEta","HFakeDenEta",tfiles2,weights);
TH1D* hRecoEta = (TH1D*)plot("HFakeNumEta","HFakeDenEta",tfiles,weights);
hSelEta->SetTitle(0);
hRecoEta->SetTitle(0);
hSelEta->GetXaxis()->SetRangeUser(10,65);
hSelEta->GetYaxis()->SetRangeUser(1e-4,1);
//hSelEta->SetMaximum(1.0);
hSelEta->GetXaxis()->SetTitle("#eta of Reco Jet (GeV)");
hSelEta->GetYaxis()->SetTitle("Electron fake rate from jets (d#epsilon/d#eta)");
hSelEta->Draw("E");
hSelEta->SetLineColor(4);
hSelEta1->SetLineColor(8);
hSelEta2->SetLineColor(2);
hRecoEta->Draw("sameE");
hSelEta1->Draw("sameE");
hSelEta2->Draw("sameE");
TLegend* legB = new TLegend(0.6,0.2,0.85,0.4);
legB->AddEntry(hRecoEta,"Reconstruction","l");
legB->AddEntry(hSelEta,"Id loose","l");
legB->AddEntry(hSelEta1,"Id medium","l");
legB->AddEntry(hSelEta2,"Id tight","l");
legB->SetFillColor(0);
legB->SetTextSize(0.04);
legB->Draw();
gPad->Update();
TCanvas* cFakeIdDivEta1 = new TCanvas ("cFakeIdDivEta1","Electron Id Fake Rate vs Jet Eta (Rel)");
cFakeIdDivEta1->SetLogy();
cFakeIdDivEta1->SetGridy();
cFakeIdDivEta1->SetGridx();
TH1D* hSelEtaB = (TH1D*)plot("HFakeNumSelEta","HFakeNumEta",tfiles,weights);
TH1D* hSelEta1B = (TH1D*)plot("HFakeNumSelEta","HFakeNumEta",tfiles1,weights);
TH1D* hSelEta2B = (TH1D*)plot("HFakeNumSelEta","HFakeNumEta",tfiles2,weights);
hSelEtaB->SetTitle(0);
hSelEtaB->GetXaxis()->SetRangeUser(10,65);
hSelEtaB->GetYaxis()->SetRangeUser(1e-4,1);
//hSelEta->SetMaximum(1.0);
hSelEtaB->GetXaxis()->SetTitle("#eta of Reco Jet (GeV)");
hSelEtaB->GetYaxis()->SetTitle("Electron fake rate from jets (d#epsilon/d#eta)");
hSelEtaB->Draw("E");
hSelEtaB->SetLineColor(4);
hSelEta1B->SetLineColor(8);
hSelEta2B->SetLineColor(2);
hSelEta1B->Draw("sameE");
hSelEta2B->Draw("sameE");
TLegend* legBB = new TLegend(0.6,0.2,0.85,0.4);
legBB->AddEntry(hSelEtaB,"Id loose","l");
legBB->AddEntry(hSelEta1B,"Id medium","l");
legBB->AddEntry(hSelEta2B,"Id tight","l");
legBB->SetFillColor(0);
legBB->SetTextSize(0.04);
legBB->Draw();
gPad->Update();
TCanvas* cFakeIdNumEta = new TCanvas ("cFakeIdNumEta","#eta spectrum of jets that match reco electrons");
cFakeIdNumEta->SetLogy();
cFakeIdNumEta->SetGridy();
cFakeIdNumEta->SetGridx();
TH1D* hSelJetEta = (TH1D*)Plot1D("HFakeNumSelEta",tfiles,weights);
TH1D* hSelJetEta1 = (TH1D*)Plot1D("HFakeNumSelEta",tfiles1,weights);
TH1D* hSelJetEta2 = (TH1D*)Plot1D("HFakeNumSelEta",tfiles2,weights);
TH1D* hRecoJetEta = (TH1D*)Plot1D("HFakeNumEta",tfiles,weights);
hSelJetEta->SetTitle(0);
hRecoJetEta->SetTitle(0);
hSelJetEta->GetXaxis()->SetRangeUser(10,65);
//hSelJetEta->GetYaxis()->SetRangeUser(1e-6,1);
hSelJetEta->SetMaximum(1e4);
hSelJetEta->SetMinimum(1.0001);
hSelJetEta->GetXaxis()->SetTitle("#eta of Reco Jet that fakes an electron(GeV)");
hSelJetEta->GetYaxis()->SetTitle("Arbitrary Scale");
hSelJetEta->Draw("E");
hSelJetEta->SetLineColor(4);
hSelJetEta1->SetLineColor(8);
hSelJetEta2->SetLineColor(2);
hRecoJetEta->Draw("sameE");
hSelJetEta1->Draw("sameE");
hSelJetEta2->Draw("sameE");
TLegend* legB1 = new TLegend(0.6,0.2,0.85,0.4);
legB1->AddEntry(hRecoJetPT,"Reconstruction","l");
legB1->AddEntry(hSelJetPT,"Id loose","l");
legB1->AddEntry(hSelJetPT1,"Id medium","l");
legB1->AddEntry(hSelJetPT2,"Id tight","l");
legB1->SetFillColor(0);
legB1->SetTextSize(0.04);
legB1->Draw();
gPad->Update();
TCanvas* cFakeIdDenEta = new TCanvas ("cFakeIdDenEta","#eta spectrum of jets");
cFakeIdDenEta->SetLogy();
cFakeIdDenEta->SetGridy();
cFakeIdDenEta->SetGridx();
TH1D* hJetEta = (TH1D*)Plot1D("HFakeDenEta",tfiles,weights);
hJetEta->SetTitle(0);
hJetEta->GetXaxis()->SetRangeUser(10,65);
//hJetEta->GetYaxis()->SetRangeUser(1e-6,1);
hJetEta->SetMaximum(1e4);
hJetEta->SetMinimum(1.0001);
hJetEta->SetLineColor(1);
hJetEta->GetXaxis()->SetTitle("#eta of Reco Jet (GeV)");
hJetEta->GetYaxis()->SetTitle("Arbitrary Scale");
hJetEta->Draw("E");
TCanvas* cEtJetvsEtElec = new TCanvas ("cEtJetvsEtElec","E_{T} of Electron vs E_{T} of Jet");
cEtJetvsEtElec->SetLogz();
TH2D* hJetvsElec = (TH2D*)Plot2D("HEtJetvsEtElectron",tfiles,weights);
hJetvsElec->SetTitle(0);
hJetvsElec->GetXaxis()->SetTitle("E_{T} of Reco Jet (GeV)");
hJetvsElec->GetYaxis()->SetTitle("E_{T} of Reco Electron (GeV)");
hJetvsElec->Draw("COLZ");
TCanvas* cDRJetElec = new TCanvas ("cDRJetElec","minimum #DeltaR between electron and jets ");
cDRJetElec->SetLogy();
cDRJetElec->SetGridy();
cDRJetElec->SetGridx();
TH1D* hDRJetElec = (TH1D*)Plot1D("HdRminElecjet",tfiles,weights);
hDRJetElec->SetTitle(0);
hDRJetElec->SetLineColor(1);
hDRJetElec->GetXaxis()->SetTitle("Minimum #DeltaR between electrons and jets");
hDRJetElec->GetYaxis()->SetTitle("Arbitrary Scale");
hDRJetElec->Draw();
}
void plotXY(){
gROOT->Reset();
gROOT->SetStyle("Plain");
gStyle->SetHistMinimumZero(kFALSE);
Int_t status = gSystem->Load("../rootils_C.so");
std::cout << "status: " << status << std::endl;
// TString dir("allStat_6hits/");
// TString dir("allStat_noWeiBug/");
TString dir("./");
//Agguanta gli istogrammi
TFile * SimF = new TFile(dir+"Sim_XY.root");
TH2D * SimH = (TH2D*) SimF->Get("Sim_XY");;
//
TFile * MCF = new TFile(dir+"MC_XY.root");
TH2D * MCH = (TH2D*) MCF->Get("MC_XY");;
//
// TFile * MCFsF = new TFile(dir+"rMCFs_XY.root");
// TH2D * MCFsH = (TH2D*) MCFsF->Get("rMCFs_XY");;
//
TFile * FakeF = new TFile(dir+"MCFake_XY.root");
TH2D * FakeH = (TH2D*) FakeF->Get("MCFake_XY");;
//
TFile * DataF = new TFile(dir+"Data_XY.root");
TH2D * DataH = (TH2D*) DataF->Get("Data_XY");;
//
// TFile * DataFsF = new TFile(dir+"rDataFs_XY.root");
// TH2D * DataFsH = (TH2D*) DataFsF->Get("rDataFs_XY");;
//
cout << MCH->GetEntries() << " " << MCH->GetEffectiveEntries() << " " << MCH->Integral() << endl;
cout << DataH->GetEntries() << " " << DataH->GetEffectiveEntries() << " " << DataH->Integral() << endl;
//Normalize to plot entries
SimH->Scale(1./SimH->Integral());
MCH->Scale(1./MCH->Integral());
FakeH->Scale(1./FakeH->Integral());
DataH->Scale(1./DataH->Integral());
cout << MCH->GetEntries() << " " << MCH->GetEffectiveEntries() << " " << MCH->Integral() << endl;
cout << DataH->GetEntries() << " " << DataH->GetEffectiveEntries() << " " << DataH->Integral() << endl;
//Max
Double_t simMax=SimH->GetMaximum();
Double_t simPxlMax=GetMaxWithinRadius(SimH, 15.);
Double_t simPxlInt=GetIntWithinRZ(SimH, 15., 0.);
Double_t MCMax=MCH->GetMaximum();
Double_t MCPxlMax=GetMaxWithinRadius(MCH, 15.);
Double_t MCPxlInt=GetIntWithinRZ(MCH, 15., 0.);
Double_t DataMax=DataH->GetMaximum();
Double_t DataPxlMax=GetMaxWithinRadius(DataH, 15.);
Double_t DataPxlInt=GetIntWithinRZ(DataH, 15., 0.);
Double_t mAx=max(MCMax,DataMax);
std::cout << " max >>>> mc " << MCMax << " data " << DataMax << " Sim " << simMax << std::endl;
std::cout << " pxl max >>>> mc " << MCPxlMax << " data " << DataPxlMax << " Sim " << simPxlMax << std::endl;
std::cout << " pxl int >>>> mc " << MCPxlInt << " data " << DataPxlInt << " Sim " << simPxlInt << std::endl;
// This would be need to normalize SimH to the pixel region material (taking into account that SimH and DataH/MCH have different binning!)
//
// SimH->Scale(DataPxlInt*(DataH->GetXaxis()->GetBinWidth(1)*DataH->GetYaxis()->GetBinWidth(1))/simPxlInt/(SimH->GetXaxis()->GetBinWidth(1)*SimH->GetYaxis()->GetBinWidth(1)));
// I prefer to have Sim plots and Data/MC plot to look similar by appropriately scaling the SimH range, not by scaling the histo
mAx=0.001;
// mAx=0.011;
// mAx=0.15*0.5*(MCPxlMax+DataPxlMax);
Double_t simRangeScale = 1./(DataPxlInt*(DataH->GetXaxis()->GetBinWidth(1)*DataH->GetYaxis()->GetBinWidth(1))/simPxlInt/(SimH->GetXaxis()->GetBinWidth(1)*SimH->GetYaxis()->GetBinWidth(1)));
std::cout << simRangeScale << endl;
std::cout << (DataH->GetXaxis()->GetBinWidth(1)*DataH->GetYaxis()->GetBinWidth(1)) << endl;
std::cout << (SimH->GetXaxis()->GetBinWidth(1)*SimH->GetYaxis()->GetBinWidth(1)) << endl;
SimH->SetMaximum(mAx*simRangeScale);
MCH->SetMaximum(mAx);
DataH->SetMaximum(mAx);
//
makeColorTable();
Plot2D(SimH, "#gamma conv., MC Truth", dir);
Plot2D(MCH, "#gamma conv., MC Reco #sqrt{s}=8TeV", dir);
Plot2D(DataH, "#gamma conv., Data #sqrt{s}=8TeV", dir);
//
/*
TH2D *MCCoarse = MCH->Rebin2D(2,2,"MCCoarse");
TH2D *DataCoarse = DataH->Rebin2D(2,2,"DataCoarse");
*/
/*
cout << MCCoarse->GetEntries() << " " << MCCoarse->GetEffectiveEntries() << endl;
cout << DataCoarse->GetEntries() << " " << DataCoarse->GetEffectiveEntries() << endl;
*/
/*
TH2D *diff = new TH2D("diff","diff", MCCoarse->GetNbinsX(),-60.,60.,MCCoarse->GetNbinsY(),-60.,60.);
for (Int_t iBin = 0; iBin < MCCoarse->GetNbinsX(); iBin++){
for (Int_t jBin = 0; jBin < MCCoarse->GetNbinsY(); jBin++){
Double_t mc = MCCoarse->GetBinContent(iBin+1, jBin+1);
Double_t data = DataCoarse->GetBinContent(iBin+1, jBin+1);
cout << mc << " " << data << endl;
if ( mc ) diff->SetBinContent(iBin+1,jBin+1,0.5+(mc-data)/mc);
}
}
*/
MCH->Rebin2D(2,2);
DataH->Rebin2D(2,2);
TH2D *diff = new TH2D("diff","diff", MCH->GetNbinsX(),-60.,60.,MCH->GetNbinsY(),-60.,60.);
for (Int_t iBin = 0; iBin < MCH->GetNbinsX(); iBin++){
for (Int_t jBin = 0; jBin < MCH->GetNbinsY(); jBin++){
Double_t mc = MCH->GetBinContent(iBin+1, jBin+1);
Double_t data = DataH->GetBinContent(iBin+1, jBin+1);
if ( mc+data ) {
if ( ! mc ) mc=0.0000001;
Double_t val = data/mc;
// Double_t val = (mc-data)/mc;
Double_t valup = 1.2;
Double_t vallo = 0.8;
Double_t offset = 0.;
if ( val > valup ) diff->SetBinContent(iBin+1,jBin+1,offset+valup);
if ( val < vallo ) diff->SetBinContent(iBin+1,jBin+1,offset+vallo);
if ( val > vallo && val < valup ) diff->SetBinContent(iBin+1,jBin+1,offset+val);
}
}
}
diff->SetMinimum(0.);
diff->SetMaximum(2.);
makeColorTableRB();
Plot2D(diff,"pippo", dir);
}
