void makeValidPlot(){
setNCUStyle(true);
c1 = new TCanvas("c1","",800,600);
TFile* tf1=TFile::Open("MjjVC/data.root");
string validName[7]={
"0a","0c",
"1a","1c",
"2a","2b","2d"
};
string tau21Name[2]={"withTau21","woTau21"};
for(int i=0;i<7;i++){
for(int j=0;j<2;j++){
TH1D* th1,* th2;
th1= (TH1D*) tf1->Get(Form("fill_%s_105_135_%s",validName[i].data(),tau21Name[j].data()));
th2= (TH1D*) tf1->Get(Form("valid_%s_105_135_%s",validName[i].data(),tau21Name[j].data()));
th1->Rebin(10);
th2->Rebin(10);
th1->GetXaxis()->SetRangeUser(1000,2500);
TLegend *leg = new TLegend(0.64, 0.68, 0.92, 0.87);
leg->SetBorderSize(0);
leg->SetFillColor(0);
leg->SetFillStyle(0);
leg->SetTextSize(0.04);
leg->AddEntry(th1,"1-antiTag");
leg->AddEntry(th2,"2-antiTag* PFRatio");
th1->SetTitle("DBT-TT(Pass_{j0},Fail_{j1})");
th1->Draw("");
th2->SetLineColor(2);
th2->Draw("same");
leg->Draw("same");
c1->Print(Form("validPlots/%s/TT_%s.pdf",tau21Name[j].data(),validName[i].data()));
}
}
for(int i=0;i<7;i++){
for(int j=0;j<2;j++){
TH1D* th1,* th2;
th1= (TH1D*) tf1->Get(Form("fill_%sL_105_135_%s",validName[i].data(),tau21Name[j].data()));
th2= (TH1D*) tf1->Get(Form("valid_%sL_105_135_%s",validName[i].data(),tau21Name[j].data()));
th1->Rebin(10);
th2->Rebin(10);
th1->GetXaxis()->SetRangeUser(1000,2500);
TLegend *leg = new TLegend(0.64, 0.68, 0.92, 0.87);
leg->SetBorderSize(0);
leg->SetFillColor(0);
leg->SetFillStyle(0);
leg->SetTextSize(0.04);
leg->AddEntry(th1,"1-antiTag");
leg->AddEntry(th2,"2-antiTag* PFRatio");
th1->SetTitle("DBT-LL(Pass_{j0},Fail_{j1})");
th1->Draw("");
th2->SetLineColor(2);
th2->Draw("same");
leg->Draw("same");
c1->Print(Form("validPlots/%s/LL_%s.pdf",tau21Name[j].data(),validName[i].data()));
}
}
}
void Limit(){
setNCUStyle(true);
c1 = new TCanvas("c1","",800,600);
int width [nWidth]={20,25,30,35,40};
int bmin[nBmin]={95,100,105,110,115,120,125,130,135,140,145};
string masspoint[11]={"1000","1200","1400","1600","1800","2000","2500","3000","3500","4000","4500"};
TLegend *leg = new TLegend(0.75, 0.68, 0.96, 0.95);
leg->SetBorderSize(0);
leg->SetFillColor(0);
leg->SetFillStyle(0);
leg->SetTextSize(0.04);
for(int k=2;k<nWidth;k++){
for(int m=0;m<nBmin;m++){
if(width[k]+bmin[m]>166)continue;
if(
// //(k==4 && m==6)||
(k==4 && m==5)||
(k==4 && m==4)||
(k==4 && m==3)||
// (k==4 && m==2)||
(k==4 && m==1)||
(k==4 && m==0)||
// // // // (k==3 && m==7)||
// // // // (k==3 && m==6)||
(k==3 && m==5)||
(k==3 && m==4)||
(k==3 && m==3)||
(k==3 && m==2)||
(k==3 && m==1)||
(k==3 && m==0)||
(k==2 && m==0)||
(k==2 && m==1)||
(k==2 && m==2)||
(k==2 && m==3)||
// (k==2 && m==4)||
(k==2 && m==5)||
// // // // (k==2 && m==6)||
(k==1 && m==0)||
(k==1 && m==1)||
(k==1 && m==2)||
(k==1 && m==3)||
// // (k==1 && m==4)||
(k==1 && m==5)||
(k==0 && m==0)||
(k==0 && m==1)||
(k==0 && m==2)||
(k==0 && m==3)||
// // (k==0 && m==4)||
// (k==0 && m==6)
(k==10 && m==6)
)continue;
TFile* tf1=TFile::Open(Form("massOpt/MassPlotFineBins_subtr_Moriond_Silver%dto%d.root",bmin[m],bmin[m]+width[k]));
if (!tf1 || !tf1->IsOpen())continue;
TGraphAsymmErrors* tg1=(TGraphAsymmErrors*)tf1->Get("LimitExpectedCLs");
tg1->GetYaxis()->SetTitle("95% CLs on #sigma(X#rightarrowHH)#timesBR(HH#rightarrowb#bar{b}b#bar{b})[fb]");
tg1->SetLineStyle(1);
tg1->SetFillColor(0);
tg1->SetLineColor(m);
leg->AddEntry(tg1,Form("%dto%d",bmin[m],bmin[m]+width[k]));
tg1->SetMaximum(20);
tg1->SetMinimum(1);
cout<<k<<","<<m<<endl;
// c1->SetLogy(1);
if(k==2 && m==4)tg1->Draw("APL");
else tg1->Draw("PL same");
}
}
leg->Draw("same");
c1->Print("Limit.pdf");
}
void makeCorr3(){
setNCUStyle(true);
c1 = new TCanvas("c1","",1360,768);
TFile *f;
f=TFile::Open("corr2/corr.root");
TFile *f2;
f2=TFile::Open("pdgToReco2.root");
TFile* tf1[nMasspoint];
int masspoint[nMasspoint]={1000,1200,1400,1600,1800,2000,2500,3000};
for(int i=0;i<nMasspoint;i++){
tf1[i]=TFile::Open(Form("corr2/B%d.root",masspoint[i]));
//f[i+11]=TFile::Open(Form("R%s.root",masspoint[i].data()));
}
double xsec[nMasspoint]={1.90,0.763,0.33,0.155,7.65e-2,1.58e-2,3.73e-3,2.08e-4,4.91e-5};
double ptBins[14]={300,400,500,600,700,800,900,1000,1250,1500,1750,2000,2500};
double ptBinsCenter[14]={350,450,550,650,750,850,950,1125,1375,1625,1875,2250,2750};
double ptBinsCenterE[14]={350,450,550,650,750,850,950,1125,1375,1625,1875,2250,2750};
double ptBinsError[14]={0};
double ptBinsErrorE[14]={0};
double mean[6][15];
double sigma[6][15];
TLegend *leg = new TLegend(0.68, 0.45, 0.94, 0.90);
leg->SetBorderSize(0);
leg->SetFillColor(0);
leg->SetFillStyle(0);
leg->SetTextSize(0.04);
TGraphErrors* tg1[nMasspoint];
for(int k=0;k<nMasspoint;k++){
for(int i=0;i<13;i++){
TH1D* th1=(TH1D *)tf1[k]->Get(Form("ptBarel%.0f",ptBins[i]));
ptBinsCenter[i]=th1->GetMean();
ptBinsError[i]=th1->GetRMS();
cout<<i<<","<<ptBinsCenter[i]<<","<<ptBinsError[i]<<endl;
}
for(int i=0;i<13;i++){
TH1D* th1=(TH1D*)tf1[k]->Get(Form("recoBarelMass%.0f",ptBins[i]));
TF1 *tf1[4];
if(i<3){
tf1[0]=new TF1("fa1","gaus(25000)",th1->GetMaximumBin()-30,th1->GetMaximumBin()+30);
th1->Fit(tf1[0],"","",th1->GetMaximumBin()-30,th1->GetMaximumBin()+30);
}
else {
tf1[0]=new TF1("fa1","gaus(25000)",th1->GetMaximumBin()-20,th1->GetMaximumBin()+20);
th1->Fit(tf1[0],"","",th1->GetMaximumBin()-20,th1->GetMaximumBin()+20);
}
mean[4][i]=125/tf1[0]->GetParameter(1);
sigma[4][i]=tf1[0]->GetParError(1)*(125/tf1[0]->GetParameter(1))/tf1[0]->GetParameter(1);
double temp=tf1[0]->GetParError(1)/tf1[0]->GetParameter(1);
//mean[4][i]=125/th1->GetMean();
//sigma[4][i]=th1->GetMeanError()/th1->GetMean();
//cout<<i<<"="<<mean[4][i]<<endl;
//sigma[4][i]=0;
th1->SetTitle(Form("%.0f",ptBins[i]));
if(i==0)c1->Print(Form("plots/recoBarel%d.pdf(",masspoint[k]));
else if(i==12)c1->Print(Form("plots/recoBarel%d.pdf)",masspoint[k]));
else c1->Print(Form("plots/recoBarel%d.pdf",masspoint[k]));
if(th1->GetEntries()<50|| mean[4][i]<0 || mean[4][i]>2.5||temp>0.3){
mean[4][i]=0;
sigma[4][i]=0;
}
}
tg1[k]=new TGraphErrors(12,ptBinsCenter,mean[4],ptBinsError,sigma[4]);
tg1[k]->GetXaxis()->SetTitle("jet Pt");
tg1[k]->GetXaxis()->SetRangeUser(0,1800);
tg1[k]->GetYaxis()->SetTitle("M_{PDG}/M_{Reco}");
tg1[k]->SetTitle("Gen Correction");
tg1[k]->SetMinimum(0.9);
tg1[k]->SetMaximum(2.2);
tg1[k]->SetFillColor(0);
tg1[k]->SetLineColor(97-5*k);
tg1[k]->SetMarkerColor(97-5*k);
tg1[k]->SetMarkerStyle(20+k);
tg1[k]->SetMarkerSize(2);
tg1[k]->SetLineWidth(3);
leg->AddEntry(tg1[k],Form("M=%d",masspoint[k]));
}
for(int k=0;k<nMasspoint;k++){
tg1[k]->GetXaxis()->SetRangeUser(200,2500);
if(k==0)tg1[k]->Draw("APL");
else tg1[k]->Draw("samePL");
for(int j=0;j<12;j++){
double x,y;
tg1[k]->GetPoint(j,x,y);
cout<<"k="<<k<<",j="<<j<<","<<x<<","<<y<<endl;
if(y<0.1){
tg1[k]->RemovePoint (j);
//j--;
}
tg1[k]->GetPoint(j,x,y);
cout<<"k="<<k<<",j="<<j<<","<<x<<","<<y<<endl;
}
for(int j=0;j<12;j++){
double x,y;
tg1[k]->GetPoint(j,x,y);
if(y<0.1){
tg1[k]->RemovePoint (j);
//j--;
}
}
for(int j=0;j<12;j++){
double x,y;
tg1[k]->GetPoint(j,x,y);
if(y<0.1){
tg1[k]->RemovePoint (j);
//j--;
}
}
}
TGraphErrors* te1=(TGraphErrors*)f2->Get("barel");
//leg->AddEntry(te1,"avg");
//te1->Draw("samePL");
// te1->SetLineColor(1);
// te1->SetLineWidth(3);
// te1->SetMarkerColor(1);
// te1->SetMarkerSize(1.5);
// te1->SetMarkerStyle(20);
leg->Draw("same");
c1->Print("plots/recoOneBarrel.pdf");
leg->Clear();
for(int k=0;k<nMasspoint;k++){
for(int i=0;i<11;i++){
TH1D* th1=(TH1D*)tf1[k]->Get(Form("ptEndcap%.0f",ptBins[i]));
ptBinsCenterE[i]=th1->GetMean();
ptBinsErrorE[i]=th1->GetRMS();
cout<<i<<","<<ptBinsCenterE[i]<<","<<ptBinsErrorE[i]<<endl;
}
for(int i=0;i<13;i++){
TH1D* th1=(TH1D*)tf1[k]->Get(Form("recoEndcapMass%.0f",ptBins[i]));
TF1 *tf1[4];
if(i<3){
tf1[0]=new TF1("fa1","gaus(25000)",th1->GetMaximumBin()-40,th1->GetMaximumBin()+40);
th1->Fit(tf1[0],"","",th1->GetMaximumBin()-40,th1->GetMaximumBin()+40);
}
else {
tf1[0]=new TF1("fa1","gaus(25000)",th1->GetMaximumBin()-30,th1->GetMaximumBin()+30);
tf1[0]->SetParameter(1,100);
th1->Fit(tf1[0],"","",th1->GetMaximumBin()-30,th1->GetMaximumBin()+30);
}
mean[4][i]=125/tf1[0]->GetParameter(1);
sigma[4][i]=tf1[0]->GetParError(1)*(125/tf1[0]->GetParameter(1))/tf1[0]->GetParameter(1);
double temp=tf1[0]->GetParError(1)/tf1[0]->GetParameter(1);
//mean[4][i]=125/th1->GetMean();
//sigma[4][i]=th1->GetMeanError()/th1->GetMean();
//cout<<i<<"="<<mean[4][i]<<endl;
//sigma[4][i]=0;
th1->SetTitle(Form("%.0f",ptBins[i]));
if(i==0)c1->Print(Form("plots/recoEndcap%d.pdf(",masspoint[k]));
else if(i==12)c1->Print(Form("plots/recoEndcap%d.pdf)",masspoint[k]));
else c1->Print(Form("plots/recoEndcap%d.pdf",masspoint[k]));
if(th1->GetEntries()<50|| mean[4][i]<1 || mean[4][i]>2.5||temp>0.3){
mean[4][i]=0;
sigma[4][i]=0;
}
}
tg1[k]=new TGraphErrors(9,ptBinsCenter,mean[4],ptBinsError,sigma[4]);
tg1[k]->GetXaxis()->SetTitle("jet Pt");
tg1[k]->GetXaxis()->SetRangeUser(0,1800);
tg1[k]->GetYaxis()->SetTitle("M_{PDG}/M_{Reco}");
tg1[k]->SetTitle("Gen Correction");
tg1[k]->SetMinimum(1);
tg1[k]->SetMaximum(1.7);
tg1[k]->SetFillColor(0);
tg1[k]->SetLineColor(97-5*k);
tg1[k]->SetMarkerColor(97-5*k);
tg1[k]->SetMarkerStyle(20+k);
tg1[k]->SetMarkerSize(2);
tg1[k]->SetLineWidth(3);
leg->AddEntry(tg1[k],Form("M=%d",masspoint[k]));
}
for(int k=0;k<nMasspoint;k++){
tg1[k]->GetXaxis()->SetRangeUser(200,2500);
if(k==0)tg1[k]->Draw("APL");
else tg1[k]->Draw("samePL");
for(int j=0;j<12;j++){
double x,y;
tg1[k]->GetPoint(j,x,y);
cout<<"k="<<k<<",j="<<j<<","<<x<<","<<y<<endl;
if(y<0.1){
tg1[k]->RemovePoint (j);
//j--;
}
tg1[k]->GetPoint(j,x,y);
cout<<"k="<<k<<",j="<<j<<","<<x<<","<<y<<endl;
}
for(int j=0;j<12;j++){
double x,y;
tg1[k]->GetPoint(j,x,y);
if(y<0.1){
tg1[k]->RemovePoint (j);
//j--;
}
}
for(int j=0;j<12;j++){
double x,y;
tg1[k]->GetPoint(j,x,y);
if(y<0.1){
tg1[k]->RemovePoint (j);
//j--;
}
}
}
te1=(TGraphErrors*)f2->Get("endcap");
//leg->AddEntry(te1,"avg");
//te1->Draw("samePL");
// te1->SetLineColor(1);
// te1->SetLineWidth(3);
// te1->SetMarkerColor(1);
// te1->SetMarkerSize(1.5);
// te1->SetMarkerStyle(20);
leg->Draw("same");
c1->Print("plots/recoOneEndcap.pdf");
/*
for(int i=0;i<13;i++){
TH1D* th1=(TH1D*)f->Get(Form("recoEndcapMass%.0f",ptBins[i]));
TF1 *tf1[4];
if(i<2){
tf1[0]=new TF1("fa1","gaus(25000)",th1->GetMaximumBin()-30,th1->GetMaximumBin()+30);
th1->Fit(tf1[0],"","",th1->GetMaximumBin()-30,th1->GetMaximumBin()+30);
}
else {
tf1[0]=new TF1("fa1","gaus(25000)",th1->GetMaximumBin()-20,th1->GetMaximumBin()+20);
th1->Fit(tf1[0],"","",th1->GetMaximumBin()-20,th1->GetMaximumBin()+20);
}
mean[5][i]=125/tf1[0]->GetParameter(1);
sigma[5][i]=tf1[0]->GetParError(1)*(125/tf1[0]->GetParameter(1) )/tf1[0]->GetParameter(1);
//mean[5][i]=125/th1->GetMean();
//sigma[5][i]=th1->GetMeanError()/th1->GetMean();
th1->Draw();
th1->SetTitle(Form("%.0f",ptBins[i]));
tf1[0]->Draw("same");
//cout<<i<<"="<<mean[5][i]<<endl;
}
TGraphErrors* tg1[6];
tg1[4]=new TGraphErrors(12,ptBinsCenter,mean[4],ptBinsError,sigma[4]);
tg1[5]=new TGraphErrors(9,ptBinsCenter,mean[5],ptBinsError,sigma[5]);
for(int i=0;i<14;i++)cout<<i<<"="<<mean[4][i]<<endl;
for(int i=0;i<14;i++)cout<<i<<"="<<mean[5][i]<<endl;
tg1[4]->Draw("APL");
tg1[4]->SetFillColor(0);
tg1[5]->SetFillColor(0);
tg1[5]->SetLineColor(2);
tg1[5]->SetMarkerColor(2);
tg1[5]->Draw("PLsame");
leg->Clear();
leg->AddEntry(tg1[5],"reco endcap");
leg->AddEntry(puppisd_corrRECO_cen,"Thea barel");
leg->AddEntry(puppisd_corrRECO_for,"Thea endcap");
leg->Draw("same");
genBarel->Draw("same");
genEndcap->Draw("same");
puppisd_corrRECO_cen->SetLineColor(3);
puppisd_corrRECO_for->SetLineColor(4);
//tg1[2]->Draw("APL");
puppisd_corrRECO_cen->Draw("same");
puppisd_corrRECO_for->Draw("same");
c1->Print("plots/recoOne.pdf");
*/
}
void dataMCplots(std::string outputFolder, std::string pdfName){
std::vector<string> infiles;
TSystemDirectory *base = new TSystemDirectory("root","root");
base->SetDirectory(outputFolder.data());
TList *listOfFiles = base->GetListOfFiles();
TIter fileIt(listOfFiles);
TFile *fileH = new TFile();
Long64_t nfiles = 0;
while( (fileH = (TFile*)fileIt()) ){
std::string fileN = fileH->GetName();
std::string baseString = "root";
if( fileN.find(baseString) == std::string::npos ) continue;
infiles.push_back(Form("%s/%s",outputFolder.data(),fileN.data()));
nfiles++;
}
TFile *f_DY100 = NULL;
TFile *f_DY200 = NULL;
TFile *f_DY400 = NULL;
TFile *f_DY600 = NULL;
TFile *f_TTbar = NULL;
TFile *f_WW = NULL;
TFile *f_WZ = NULL;
TFile *f_ZZ = NULL;
TFile *f_data0 = NULL;
TFile *f_data1 = NULL;
Double_t xSecDY100 = 139.4*1.23;
Double_t xSecDY200 = 42.75*1.23;
Double_t xSecDY400 = 5.497*1.23;
Double_t xSecDY600 = 2.21*1.23;
Double_t xSecTTbar = 831.76;
Double_t xSecWW = 118.7;
Double_t xSecWZ = 47.13;
Double_t xSecZZ = 16.523;
Double_t scaleDY100 = 0;
Double_t scaleDY200 = 0;
Double_t scaleDY400 = 0;
Double_t scaleDY600 = 0;
Double_t scaleTTbar = 0;
Double_t scaleWW = 0;
Double_t scaleWZ = 0;
Double_t scaleZZ = 0;
Double_t dummy = -1;
for(unsigned int i = 0; i < infiles.size(); i++){
cout << "Input file: " << infiles[i] << endl;
if( infiles[i].find("HT-100") != std::string::npos )
f_DY100 = getFile(infiles[i].data(), xSecDY100, &scaleDY100);
if( infiles[i].find("HT-200") != std::string::npos )
f_DY200 = getFile(infiles[i].data(), xSecDY200, &scaleDY200);
if( infiles[i].find("HT-400") != std::string::npos )
f_DY400 = getFile(infiles[i].data(), xSecDY400, &scaleDY400);
if( infiles[i].find("HT-600") != std::string::npos )
f_DY600 = getFile(infiles[i].data(), xSecDY600, &scaleDY600);
if( infiles[i].find("TT_") != std::string::npos )
f_TTbar = getFile(infiles[i].data(), xSecTTbar, &scaleTTbar);
if( infiles[i].find("WW_") != std::string::npos )
f_WW = getFile(infiles[i].data(), xSecWW, &scaleWW);
if( infiles[i].find("WZ_") != std::string::npos )
f_WZ = getFile(infiles[i].data(), xSecWZ, &scaleWZ);
if( infiles[i].find("ZZ_") != std::string::npos )
f_ZZ = getFile(infiles[i].data(), xSecZZ, &scaleZZ);
if( infiles[i].find("V3_2015") != std::string::npos )
f_data0 = getFile(infiles[i].data(), dummy, &dummy);
if( infiles[i].find("V4_2015") != std::string::npos )
f_data1 = getFile(infiles[i].data(), dummy, &dummy);
}
setNCUStyle(true);
Double_t up_height = 0.8;
Double_t dw_correction = 1.455;
Double_t dw_height = (1-up_height)*dw_correction;
TCanvas c("c","",0,0,1000,800);
c.Divide(1,2);
TPad* c_up = (TPad*) c.GetListOfPrimitives()->FindObject("c_1");
TPad* c_dw = (TPad*) c.GetListOfPrimitives()->FindObject("c_2");
c_up->SetPad(0,1-up_height,1,1);
c_dw->SetPad(0,0,1,dw_height);
c_dw->SetBottomMargin(0.25);
// To get the name of histograms
TFile *f_ = TFile::Open(infiles[0].data());
f_->cd();
TDirectory *current_sourcedir = gDirectory;
TIter nextkey( current_sourcedir->GetListOfKeys() );
TKey *key;
vector<std::string> h_name;
while ( (key = (TKey*)nextkey()) ) {
TObject *obj = key->ReadObj();
if ( obj->IsA()->InheritsFrom("TH1") )
h_name.push_back(obj->GetTitle());
}
// Draw and output
for(unsigned int i = 0; i < h_name.size()-1; i++){
if( h_name[i]=="eleHoverE" || h_name[i]=="eleMiniIso" || h_name[i]=="muMiniIso" )
c_up->cd()->SetLogy(1);
else
c_up->cd()->SetLogy(0);
myPlot(((TH1D*)(f_DY100->Get(h_name[i].data()))),
((TH1D*)(f_DY200->Get(h_name[i].data()))),
((TH1D*)(f_DY400->Get(h_name[i].data()))),
((TH1D*)(f_DY600->Get(h_name[i].data()))),
((TH1D*)(f_TTbar->Get(h_name[i].data()))),
((TH1D*)(f_WW->Get(h_name[i].data()))),
((TH1D*)(f_WZ->Get(h_name[i].data()))),
((TH1D*)(f_ZZ->Get(h_name[i].data()))),
((TH1D*)(f_data0->Get(h_name[i].data()))),
((TH1D*)(f_data1->Get(h_name[i].data()))),
scaleDY100,
scaleDY200,
scaleDY400,
scaleDY600,
scaleTTbar,
scaleWW,
scaleWZ,
scaleZZ);
c_up->RedrawAxis();
c_dw->cd();
myRatio(((TH1D*)(f_DY100->Get(h_name[i].data()))),
((TH1D*)(f_DY200->Get(h_name[i].data()))),
((TH1D*)(f_DY400->Get(h_name[i].data()))),
((TH1D*)(f_DY600->Get(h_name[i].data()))),
((TH1D*)(f_TTbar->Get(h_name[i].data()))),
((TH1D*)(f_WW->Get(h_name[i].data()))),
((TH1D*)(f_WZ->Get(h_name[i].data()))),
((TH1D*)(f_ZZ->Get(h_name[i].data()))),
((TH1D*)(f_data0->Get(h_name[i].data()))),
((TH1D*)(f_data1->Get(h_name[i].data()))),
scaleDY100,
scaleDY200,
scaleDY400,
scaleDY600,
scaleTTbar,
scaleWW,
scaleWZ,
scaleZZ);
c.Draw();
if( i == 0 ) c.Print(Form("%s.pdf(", pdfName.data()), "pdf");
else if( i == h_name.size()-2 ) c.Print(Form("%s.pdf)", pdfName.data()), "pdf");
else c.Print(Form("%s.pdf", pdfName.data()), "pdf");
}
}
void dataMCplots_v2(){
setNCUStyle(true);
Float_t up_height = 0.8;
Float_t dw_correction = 1.455;
Float_t dw_height = (1-up_height)*dw_correction;
TCanvas c("c","",0,0,800,1600);
c.Divide(1,2);
TPad* c_up = (TPad*) c.GetListOfPrimitives()->FindObject("c_1");
TPad* c_dw = (TPad*) c.GetListOfPrimitives()->FindObject("c_2");
c_up->SetPad(0,1-up_height,1,1);
c_dw->SetPad(0,0,1,dw_height);
c_dw->SetBottomMargin(0.25);
// To get the name of histograms
TFile* tf1[10];
tf1[0]=TFile::Open("sf2/QCD700.root");
tf1[1]=TFile::Open("sf2/QCD1000.root");
tf1[2]=TFile::Open("sf2/QCD1500.root");
tf1[3]=TFile::Open("sf2/QCD2000.root");
tf1[4]=TFile::Open("sf2/data.root");
tf1[5]=TFile::Open("sf2/bGen700.root");
tf1[6]=TFile::Open("sf2/bGen1000.root");
tf1[7]=TFile::Open("sf2/bGen1500.root");
tf1[8]=TFile::Open("sf2/bGen2000.root");
TFile* tf2[10];
tf2[0]=TFile::Open("sf2/B1400.root");
tf2[1]=TFile::Open("sf2/B1800.root");
tf2[2]=TFile::Open("sf2/B2500.root");
tf2[3]=TFile::Open("sf2/R1800.root");
vector<std::string> h_name;
h_name.push_back("h_nvtx");
for(int i=0;i<2;i++){
for(int j=0;j<2;j++){
for(int k=0;k<5;k++){
h_name.push_back(Form("Pt_j%d_sj%d_%db",i,j,k));
h_name.push_back(Form("Eta_j%d_sj%d_%db",i,j,k));
h_name.push_back(Form("subCSV_j%d_sj%d_%db",i,j,k));
h_name.push_back(Form("subCSVCut_j%d_sj%d_%db",i,j,k));
}
}
for(int k=0;k<5;k++){
h_name.push_back(Form("deltaR_j%d_%db",i,k));
h_name.push_back(Form("Pt_j%d_%db",i,k));
h_name.push_back(Form("Eta_j%d_%db",i,k));
h_name.push_back(Form("prMassL2L3_j%d_%db",i,k));
h_name.push_back(Form("tau21_j%d_%db",i,k));
h_name.push_back(Form("PuppiSDMassL2L3_j%d_%db",i,k));
h_name.push_back(Form("puppiTau21_j%d_%db",i,k));
h_name.push_back(Form("prMass_j%d_%db",i,k));
h_name.push_back(Form("PuppiSDMass_j%d_%db",i,k));
h_name.push_back(Form("doubleSV_j%d_%db",i,k));
h_name.push_back(Form("FatSV_j%d_%db",i,k));
}
}
for(int k=0;k<5;k++){
h_name.push_back(Form("totalMass_%db",k));
h_name.push_back(Form("totalMassRed_%db",k));
h_name.push_back(Form("deltaEta_%db",k));
//h_name.push_back(Form("HT_%db",k));
}
// h_name.push_back("cutflow");
string prMass_no[4]={"prMass","prMassL2L3","PuppiSDMass","PuppiSDMassL2L3"};
string tau21_no[2]={"tau21","puppiTau21"};
for (int i=0;i<4;i++){
h_name.push_back(Form("%s_j0_noPr_noTau21",prMass_no[i].data()));
h_name.push_back(Form("%s_j1_noPr_noTau21",prMass_no[i].data()));
h_name.push_back(Form("%s_j0_noPr",prMass_no[i].data()));
h_name.push_back(Form("%s_j1_noPr",prMass_no[i].data()));
h_name.push_back(Form("%s_j0_noTau21",prMass_no[i].data()));
h_name.push_back(Form("%s_j1_noTau21",prMass_no[i].data()));
}
for (int i=0;i<2;i++){
h_name.push_back(Form("%s_j0_noPr_noTau21",tau21_no[i].data()));
h_name.push_back(Form("%s_j1_noPr_noTau21",tau21_no[i].data()));
h_name.push_back(Form("%s_j0_noPr",tau21_no[i].data()));
h_name.push_back(Form("%s_j1_noPr",tau21_no[i].data()));
h_name.push_back(Form("%s_j0_noTau21",tau21_no[i].data()));
h_name.push_back(Form("%s_j1_noTau21",tau21_no[i].data()));
}
h_name.push_back("h_nvtx_cut");
h_name.push_back("Nbtagjet");
for(unsigned int i = 0; i < h_name.size(); i++){
// for(unsigned int i = 0; i < 1; i++){
//cout<<h_name[i]<<endl;
TH1D *th1[10];
for(int k=0;k<5;k++){
th1[k]=(TH1D* )tf1[k]->FindObjectAny(Form("%s",h_name[i].data()));
}
if(h_name[i].find("3b")!= std::string::npos)continue;
if(h_name[i].find("2b")!= std::string::npos)continue;
if(h_name[i].find("1b")!= std::string::npos)continue;
if(h_name[i].find("0b")!= std::string::npos)continue;
//if(h_name[i].find("4b")!= std::string::npos)continue;
bool drawSignal=1;
//---------
TH1D* thh[5][4];
double fixNumber=22295/30584.3;//7306/11857.3;
double Xsec[4]={6831,1207,119.9,25.24};
//string categories[4]={"0b","1b","2b","DSV"};
string hadflv[4]={"bb","b","cc","udcsg"};
TString endfix;
endfix=gSystem->GetFromPipe(Form("file=%s; test=${file%%*_}; echo \"${test}\"",h_name[i].data()));
for(int k=0;k<4;k++){
for(int j=0;j<4;j++){
TH1D *th2=(TH1D* )tf1[k]->FindObjectAny("cutflow");
thh[k][j]=(TH1D*)tf1[k]->FindObjectAny(Form("%s_%s",h_name[i].data(),hadflv[j].data()));
TString endfix;
if(h_name[i].find("4b")!= std::string::npos){
endfix=gSystem->GetFromPipe(Form("file=%s; test=${file%%*_4b}; echo \"${test}\"",h_name[i].data()));
TH1D *th2;
//cout<<endfix<<endl;
th2=(TH1D* )tf1[k]->FindObjectAny(Form("%s_0b_%s",endfix.Data(),hadflv[j].data()));
thh[k][j]->Add(th2);
th2=(TH1D* )tf1[k]->FindObjectAny(Form("%s_1b_%s",endfix.Data(),hadflv[j].data()));
thh[k][j]->Add(th2);
th2=(TH1D* )tf1[k]->FindObjectAny(Form("%s_2b_%s",endfix.Data(),hadflv[j].data()));
thh[k][j]->Add(th2);
th2=(TH1D* )tf1[k]->FindObjectAny(Form("%s_3b_%s",endfix.Data(),hadflv[j].data()));
thh[k][j]->Add(th2);
}
thh[k][j]->Scale(fixNumber* 12883.846147301*Xsec[k]/th2->GetBinContent(1));
// cout<<k<<","<<j<<","<<Form("%s_%s",h_name[i].data(),hadflv[j].data())<<","<<thh[k][j]->Integral()<<endl;
}
if(k==3){
for(int j=0;j<4;j++)thh[k][j]->Add(thh[0][j]);
for(int j=0;j<4;j++)thh[k][j]->Add(thh[1][j]);
for(int j=0;j<4;j++)thh[k][j]->Add(thh[2][j]);
}
}
vector<TH1D* > v2;
vector<TH1D* > vd;
thh[4][0]=(TH1D*)tf1[4]->FindObjectAny(Form("%s_udcsg",h_name[i].data()));
if(h_name[i].find("4b")!= std::string::npos){
endfix=gSystem->GetFromPipe(Form("file=%s; test=${file%%*_4b}; echo \"${test}\"",h_name[i].data()));
TH1D *th2;
th2=(TH1D* )tf1[4]->FindObjectAny(Form("%s_0b_udcsg",endfix.Data()));
thh[4][0]->Add(th2);
th2=(TH1D* )tf1[4]->FindObjectAny(Form("%s_1b_udcsg",endfix.Data()));
thh[4][0]->Add(th2);
th2=(TH1D* )tf1[4]->FindObjectAny(Form("%s_2b_udcsg",endfix.Data()));
thh[4][0]->Add(th2);
th2=(TH1D* )tf1[4]->FindObjectAny(Form("%s_3b_udcsg",endfix.Data()));
thh[4][0]->Add(th2);
}
cout<<thh[4][0]->Integral();
v2.push_back(thh[3][0]);
v2.push_back(thh[3][1]);
v2.push_back(thh[3][2]);
v2.push_back(thh[3][3]);
double temp_scale=0;
for(int i=0;i<4;i++){
temp_scale+=thh[3][i]->Integral();
}
for(int i=0;i<4;i++){
if(h_name[i].find("HT")!= std::string::npos)continue;
thh[3][i]->Scale(thh[4][0]->Integral()/temp_scale);
}
vd.push_back(thh[4][0]);
//--------
TH1D *h_bkg = (TH1D* )th1[0]->Clone("h_bkg");
//TH1D *temp = (TH1D* )th1[0]->Clone("h_bkg");
TH1D *h_data = (TH1D* )th1[0]->Clone("h_data");
/*
h_data->SetTitle(Form("%s",endfix.Data()));
h_bkg->SetTitle(Form("%s",endfix.Data()));
c_up->SetTitle(Form("%s",endfix.Data()));
c.SetTitle(Form("%s",endfix.Data()));
*/
h_data->SetTitle("");
h_bkg->SetTitle("");
c_up->SetTitle("");
c_up->cd();
if (h_name[i].find("Nbtagjet")!= std::string::npos)c_up->SetLogy();
// if(h_name[i].find("cutflow")!= std::string::npos)c_up->SetLogy();
if(h_name[i].find("Pt")!= std::string::npos)isSetRange=1;
if(h_name[i].find("logPt")!= std::string::npos){
isSetRange=0;
c_up->SetLogy(1);
}
if(h_name[i].find("total")!= std::string::npos)isSetRange=1;
double scaleTemp[4];
//vd.push_back(th1[4]);
cout<<h_name[i]<<endl;
myPlot(v2,
vd,
h_data, h_bkg,1);
c_up->RedrawAxis();
if(drawSignal){
int colorNum[4]={kRed,kBlue,kOrange+2,kViolet};
double xsec2[4]={1.9,0.155,0.0158,17.3};
TH1D* th_signal[4];
TLegend *leg = new TLegend(0.63, 0.68, 0.78, 0.87);
string legendS[4]={"M_{G}=1.4TeV","M_{G}=1.8TeV","M_{G}=2.5TeV","M_{R}=1.8TeV"};
leg->SetBorderSize(0);
leg->SetFillColor(0);
leg->SetFillStyle(0);
leg->SetTextSize(0.04);
for(int k=0;k<4;k++){
th_signal[k]=(TH1D*)tf2[k]->FindObjectAny(Form("%s",h_name[i].data()));
leg->AddEntry(th_signal[k],Form("%s",legendS[k].data()));
th_signal[k]->SetLineColor(colorNum[k]);
th_signal[k]->SetLineWidth(2);
// th_signal[k]->SetLineStyle(k+1);
TString endfix;
if(h_name[i].find("4b")!= std::string::npos){
endfix=gSystem->GetFromPipe(Form("file=%s; test=${file%%*_4b}; echo \"${test}\"",h_name[i].data()));
TH1D *th2;
th2=(TH1D* )tf2[k]->FindObjectAny(Form("%s_0b",endfix.Data()));
th_signal[k]->Add(th2);
th2=(TH1D* )tf2[k]->FindObjectAny(Form("%s_1b",endfix.Data()));
th_signal[k]->Add(th2);
th2=(TH1D* )tf2[k]->FindObjectAny(Form("%s_2b",endfix.Data()));
th_signal[k]->Add(th2);
th2=(TH1D* )tf2[k]->FindObjectAny(Form("%s_3b",endfix.Data()));
th_signal[k]->Add(th2);
}
TH1D *th3=(TH1D* )tf2[k]->FindObjectAny("cutflow");
//cout<<"k="<<k<<","<<th2->GetBinContent(1)<<","<<12.883846147301*xsec2[k]*200/th2->GetBinContent(1)<<endl;
th_signal[k]->Scale(thh[4][0]->Integral()/(th_signal[k]->Integral()*2));
if(h_name[i].find("deltaR")!= std::string::npos)th_signal[k]->Scale(0.5);
if(h_name[i].find("noPr")!= std::string::npos &&
h_name[i].find("noPr_")== std::string::npos&&
h_name[i].find("tau21")== std::string::npos)th_signal[k]->Scale(0.4);
//if(k<3)th_signal[k]->Scale(10);
cout<<th_signal[k]->Integral()<<",";
th_signal[k]->Draw("same hist ");
}
leg->Draw("same");
}
c_dw->cd();
string tempName=h_name[i];
if(h_name[i].find("Eta")!= std::string::npos){
TString endfix2;
endfix2=gSystem->GetFromPipe(Form("file=%s; test=${file##Eta}; echo \"${test}\"",h_name[i].data()));
h_name[i]=Form("#eta%s",endfix2.Data());
}
if(h_name[i].find("tau")!= std::string::npos){
TString endfix2;
endfix2=gSystem->GetFromPipe(Form("file=%s; test=${file##tau}; echo \"${test}\"",h_name[i].data()));
h_name[i]=Form("#tau%s",endfix2.Data());
}
if (h_name[i].find("total")!= std::string::npos)myRatio(h_data, h_bkg,"M_{jj}[GeV]");
else if (h_name[i].find("_j0")!= std::string::npos){
TString endfix2;
endfix2=gSystem->GetFromPipe(Form("file=%s; test=${file%%*_j0*}; echo \"${test}\"",h_name[i].data()));
//cout<<endfix2<<endl;
if (h_name[i].find("_sj0")!= std::string::npos) myRatio(h_data, h_bkg,Form("%s^{Jet0}_{subjet0}",endfix2.Data()));
else if (h_name[i].find("_sj1")!= std::string::npos) myRatio(h_data, h_bkg,Form("%s^{Jet0}_{subjet1}",endfix2.Data()));
else myRatio(h_data, h_bkg,Form("%s^{Jet0}",endfix2.Data()));
}
else if (h_name[i].find("_j1")!= std::string::npos){
TString endfix2;
endfix2=gSystem->GetFromPipe(Form("file=%s; test=${file%%*_j1*}; echo \"${test}\"",h_name[i].data()));
//cout<<endfix2<<endl;
if (h_name[i].find("_sj0")!= std::string::npos) myRatio(h_data, h_bkg,Form("%s^{Jet1}_{subjet0}",endfix2.Data()));
else if (h_name[i].find("_sj1")!= std::string::npos) myRatio(h_data, h_bkg,Form("%s^{Jet1}_{subjet1}",endfix2.Data()));
else myRatio(h_data, h_bkg,Form("%s^{Jet1}",endfix2.Data()));
}
else if(h_name[i].find("Pt")!= std::string::npos||
//h_name[i].find("total")!= std::string::npos||
h_name[i].find("ass")!= std::string::npos)myRatio(h_data, h_bkg,Form("%s[GeV]",endfix.Data()));
else if (h_name[i].find("Nbtagje")!= std::string::npos)myRatio(h_data, h_bkg,"Nbtagjet",1);
else myRatio(h_data, h_bkg,Form("%s",endfix.Data()));
h_name[i]=tempName;
if(h_name[i].find("Pt")!= std::string::npos)isSetRange=0;
if(h_name[i].find("total")!= std::string::npos)isSetRange=0;
// c.Draw();
if(h_name[i].find("0b")!= std::string::npos)c.SaveAs(Form("dataMC_v2/0b/%s.png",h_name[i].data()));
else if(h_name[i].find("1b")!= std::string::npos)c.SaveAs(Form("dataMC_v2/1b/%s.png",h_name[i].data()));
else if(h_name[i].find("2b")!= std::string::npos)c.SaveAs(Form("dataMC_v2/2b/%s.png",h_name[i].data()));
else if(h_name[i].find("4b")!= std::string::npos)c.SaveAs(Form("dataMC_v2/all/%s.png",endfix.Data()));
else c.SaveAs(Form("dataMC_v2/all/%s.png",h_name[i].data()));
if(h_name[i].find("0b")!= std::string::npos)c.Print(Form("dataMC_v2/0b/%s.pdf",h_name[i].data()));
else if(h_name[i].find("1b")!= std::string::npos)c.Print(Form("dataMC_v2/1b/%s.pdf",h_name[i].data()));
else if(h_name[i].find("2b")!= std::string::npos)c.Print(Form("dataMC_v2/2b/%s.pdf",h_name[i].data()));
else if(h_name[i].find("4b")!= std::string::npos)c.Print(Form("dataMC_v2/all/%s.pdf",endfix.Data()));
else c.Print(Form("dataMC_v2/all/%s.pdf",h_name[i].data()));
if(h_name[i].find("logPt")!= std::string::npos){
isSetRange=0;
c_up->SetLogy(0);
}
}
}
void uncert_JES() {
setNCUStyle();
c1 = new TCanvas("c1","",1360,768);
TFile* tf1[11],* tf2[11];
TFile* tf3[11],* tf4[11];
TFile* tf5[11],* tf6[11];
string st[11]= {"1000","1200","1400","1600","1800","2000","2500","3000","3500","4000","4500"};
for (int i=0; i<11; i++)tf1[i]=TFile::Open(Form("../sf/B%s.root",st[i].data()));
for (int i=0; i<11; i++)tf3[i]=TFile::Open(Form("../sf/B%s_JESUp.root",st[i].data()));
for (int i=0; i<11; i++)tf5[i]=TFile::Open(Form("../sf/B%s_JESDown.root",st[i].data()));
for (int i=0; i<11; i++)tf2[i]=TFile::Open(Form("../sf/R%s.root",st[i].data()));
double x[11]= {1000,1200,1400,1600,1800,2000,2500,3000,3500,4000,4500};
double xx[11]= {1000,1200,1400,1600,1800,2000,2500,3000,4000,4500};
double y[6][11];
for (int i=0; i<11; i++) {
TH1D * th1= (TH1D *)tf1[i]->FindObjectAny("totalMass");
y[0][i]=th1->GetMean();
th1=(TH1D *)tf3[i]->FindObjectAny("totalMass");
y[1][i]=th1->GetMean();
th1=(TH1D *)tf5[i]->FindObjectAny("totalMass");
y[2][i]=th1->GetMean();
y[1][i]/=y[0][i];
y[2][i]/=y[0][i];
y[0][i]/=y[0][i];
}
double yy[6][10];
for (int i=0; i<11; i++) {
if(i>=8) {
yy[0][i]=y[0][i+1];
yy[1][i]=y[1][i+1];
yy[2][i]=y[2][i+1];
}
else {
yy[0][i]=y[0][i];
yy[1][i]=y[1][i];
yy[2][i]=y[2][i];
}
}
//TGraph * tg1=new TGraph(11,x,y[0]);
//TGraph * tg2=new TGraph(11,x,y[1]);
//TGraph * tg3=new TGraph(11,x,y[2]);
TGraph * tg1=new TGraph(10,xx,yy[0]);
TGraph * tg2=new TGraph(10,xx,yy[1]);
TGraph * tg3=new TGraph(10,xx,yy[2]);
tg1->SetTitle("JES uncertainty");
tg2->SetTitle("JES_up fit");
tg3->SetTitle("JES_down fit");
tg1->SetLineColor(1);
tg2->SetLineColor(2);
tg3->SetLineColor(3);
tg1->SetFillColor(kWhite);
tg2->SetFillColor(kWhite);
tg3->SetFillColor(kWhite);
tg1->GetXaxis()->SetTitle("M_{X}[GeV]");
tg1->GetYaxis()->SetTitle("Mean/Mean_{central}");
tg1->SetMaximum(1.02);
tg1->SetMinimum(0.98);
tg1->Draw("APL");
tg2->Draw("PL,same");
tg3->Draw("PL,same");
TLegend* leg ;
leg=new TLegend(0.391452,0.712447,0.590645,0.863966);
leg->AddEntry(tg1,"JES_central");
leg->AddEntry(tg2,"JES_up");
leg->AddEntry(tg3,"JES_down");
leg->Draw("same");
c1->Print("plot/all.pdf");
TF1 *fa1 = new TF1("fa1","[0]+[1]*x",1000,4500);
TF1 *fa2 = new TF1("fa1","[0]+[1]*x",1000,4500);
tg2->Fit(fa1);
fa1->SetLineColor(4);
tg2->Draw("APL");
fa1->Draw("same");
c1->Print("plot/fit_up.pdf");
tg3->Fit(fa2);
fa2->SetLineColor(4);
tg3->Draw("APL");
fa2->Draw("same");
c1->Print("plot/fit_down.pdf");
}
void plotHitEnergy(string inputDir, float radius=0.4){
setNCUStyle(true);
TH1F* hecal;
TH1F* hhcal;
TString energy=gSystem->GetFromPipe(Form("file=%s; test=${file##*/}; test2=${test%%mumu*}; echo \"${test2##*tev}\"",inputDir.data()));
cout << "energy = " << energy.Data() << endl;
string inputFile = inputDir + "/radius" + Form("%0.1f",radius)+ "_rawhit.root";
cout << "opening " << inputFile.data() << endl;
TFile *f = TFile::Open(inputFile.data());
hecal = (TH1F*)f->FindObjectAny("hecalhit_energy");
hecal->SetLineWidth(3);
hecal->SetFillStyle(1001);
hecal->SetFillColor(4);
hecal->SetLineColor(4);
hecal->SetXTitle("EM_BARREL hit energy [GeV]");
hecal->SetYTitle(Form("Number of hits per %d GeV",(int)hecal->GetBinWidth(1)));
hecal->SetTitleOffset(1.2,"X");
hecal->SetTitleOffset(1.4,"Y");
hhcal = (TH1F*)f->FindObjectAny("hhcalhit_energy");
hhcal->SetLineWidth(3);
hhcal->SetFillStyle(1001);
hhcal->SetFillColor(2);
hhcal->SetLineColor(2);
hhcal->SetXTitle("HAD_BARREL hit energy [GeV]");
hhcal->SetYTitle(Form("Number of hits per %d GeV",(int)hhcal->GetBinWidth(1)));
hhcal->SetTitleOffset(1.2,"X");
hhcal->SetTitleOffset(1.4,"Y");
TLegend* leg = new TLegend(0.444,0.690,0.990,0.903);
leg->SetFillColor(0);
leg->SetFillStyle(0);
TCanvas* c1 = new TCanvas("c1","",500,500);
int lastbin=hecal->FindLastBinAbove(0)+50;
float xmax=hecal->GetBinLowEdge(lastbin);
hecal->GetXaxis()->SetRangeUser(0,xmax);
hecal->Draw("hist");
c1->SetLogy(1);
leg->SetHeader("rfull012");
leg->AddEntry(hecal,Form("%s-TeV Z'#rightarrow qq",energy.Data()),"f");
leg->Draw("same");
c1->Print(Form("rfull012/rfull012_EM_BARREL_hit_energy_%sTeVZp.pdf",energy.Data()));
c1->Print(Form("rfull012/rfull012_EM_BARREL_hit_energy_%sTeVZp.eps",energy.Data()));
leg->Clear();
lastbin=hhcal->FindLastBinAbove(0)+50;
xmax=hhcal->GetBinLowEdge(lastbin);
hhcal->GetXaxis()->SetRangeUser(0,xmax);
hhcal->Draw("hist");
c1->SetLogy(1);
leg->SetHeader("rfull012");
leg->AddEntry(hhcal,Form("%s-TeV Z'#rightarrow qq",energy.Data()),"f");
leg->Draw("same");
c1->Print(Form("rfull012/rfull012_HAD_BARREL_hit_energy_%sTeVZp.pdf",energy.Data()));
c1->Print(Form("rfull012/rfull012_HAD_BARREL_hit_energy_%sTeVZp.eps",energy.Data()));
}
