// ______________________________________________________________________________________
void SaveCanvas(const Char_t* name, Bool_t isNice = kTRUE) {
// -- Write out canvas
gSystem->Exec(Form("mkdir -p results/nice/%s/png", name));
gSystem->Exec(Form("mkdir -p results/nice/%s/pdf", name));
gSystem->Exec(Form("mkdir -p results/nice/%s/eps", name));
gSystem->Exec(Form("mkdir -p results/nice/%s/gif", name));
gSystem->Exec(Form("mkdir -p results/nice/%s/root", name));
if (isNice) {
gSystem->Exec(Form("mkdir -p results/nice/pdf"));
gSystem->Exec(Form("mkdir -p results/nice/png"));
}
// -----------------------------------------------------
for (Int_t idx = 0; idx < canA.GetEntriesFast() ; ++idx) {
TCanvas* c = static_cast<TCanvas*>(canA.At(idx));
if (!c)
continue;
c->SaveAs(Form("results/nice/%s/png/%s.png", name, c->GetName()));
c->SaveAs(Form("results/nice/%s/eps/%s.eps", name, c->GetName()));
c->SaveAs(Form("results/nice/%s/gif/%s.gif", name, c->GetName()));
c->SaveAs(Form("results/nice/%s/pdf/%s.pdf", name, c->GetName()));
c->SaveAs(Form("results/nice/%s/root/%s.C", name, c->GetName()));
c->SaveAs(Form("results/nice/%s/root/%s.root", name, c->GetName()));
if (isNice) {
c->SaveAs(Form("results/nice/pdf/%s.pdf", c->GetName()));
c->SaveAs(Form("results/nice/png/%s.png", c->GetName()));
}
}
}
//--- Print all created canvasses ---
void printAllCanvases(const char* folder="plots")
{
TSeqCollection * sc = dynamic_cast<TSeqCollection*>(gROOT->GetListOfCanvases());
for (int i =0; i<sc->GetSize(); ++i) {
TCanvas * c = dynamic_cast<TCanvas*>(sc->At(i));
TString cname(c->GetName());
printf("Canvas: %s/%s.gif\n",folder,cname.Data());
c->Print(Form("%s/%s.gif",folder,cname.Data()));
}
}
// Print all canvases in a single PS file
void printCanvasesPS(TString name){
TPostScript * ps = new TPostScript(name,112);
TIter iter(gROOT->GetListOfCanvases());
TCanvas *c;
while( (c = (TCanvas *)iter()) )
{
cout << "Printing " << c->GetName() << endl;
ps->NewPage();
c->Draw();
}
cout << " File " << name << " was created" << endl;
ps->Close();
}
void KVSpiderIdentificator::SaveAsPdf(Option_t* opt_, const Char_t* path_)
{
Draw(opt_);
TCanvas* cc = (TCanvas*) gROOT->FindObject(_htot->GetName());
_htot->RebinX(4);
_htot->RebinY(4);
CheckPath(path_);
cc->Print(Form("%s/%s.pdf", path_, cc->GetName()), "pdf");
cc->Close();
delete cc;
}
//__________________________________________________________
void AliTRDCheckPedestal(const Int_t runNr){
// Establish grid connection
if(!TGrid::Connect("alien://")){printf("F-No grid connection\n");return;}
// Set the storage to the OCDB of this runNr. It will be like
// alien://folder=/alice/data/2016/OCDB
AliCDBManager *man = AliCDBManager::Instance();
man->SetDefaultStorageFromRun(runNr);
// We derive the reference storage from it
const AliCDBStorage *stor = man->GetDefaultStorage();
TString folder = stor->GetBaseFolder();
folder.ReplaceAll("OCDB","Reference");
man->SetDefaultStorage(Form("alien://folder=%s",folder.Data()));
// Set the run number
man->SetRun(runNr);
// We abuse the folder name to derive the year
TString yearString(folder);
yearString.ReplaceAll("/alice/data/","");
yearString.ReplaceAll("/Reference/","");
const Int_t year = yearString.Atoi();
printf("W-Experimental: Derived year %d from storage folder\n",year);
// The reference data is stored per Local Data Concentrator
std::vector<Int_t> LDCvec = GetLDCVector(year);
// Loop over LDCs
for(std::vector<Int_t>::iterator LDCit = LDCvec.begin();LDCit!=LDCvec.end();LDCit++){
const TString padstatus = Form("TRD/DAQData/PadStatus%d",*LDCit);
AliCDBEntry *entry = AliCDBManager::Instance()->Get(padstatus.Data());
AliTRDCalibPadStatus *calpadstatus = dynamic_cast<AliTRDCalibPadStatus *>(entry->GetObject());
if(!calpadstatus){printf("E-Can not find %s in %s \n",padstatus.Data(),folder.Data());continue;}
//Create the noise pad with the RMS values of each channel
AliTRDCalPad *noisePad = calpadstatus->CreateCalPad();
// LDC -> SM mapping
std::vector<Int_t> SMvec = GetSMVector(year,*LDCit);
for(std::vector<Int_t>::iterator SMit=SMvec.begin();SMit!=SMvec.end();SMit++){
const TString padstatussm = Form("PadNoise-LDC%d-SM%02d",*LDCit,*SMit);
TCanvas *cpadstatusm = new TCanvas(padstatussm.Data(),padstatussm.Data(),50,50,600,800);
cpadstatusm->Divide(3,2);
// Draw each layer (or here plane)
const Float_t zRange[2]={0.,0.2};
for(Int_t iLayer = 0;iLayer<6;iLayer++){
cpadstatusm->cd(iLayer+1);
noisePad->MakeHisto2DSmPl(*SMit,iLayer,0,0,zRange[0],zRange[1],-1)->Draw("colz");
}
cpadstatusm->SaveAs(Form("%s.pdf",cpadstatusm->GetName()));
} // Loop over SMs of this LDC
} // End of loop over LDCs
} // End of void AliTRDcheckPedestal
void superimposeHistos()
{
TFile* bFile = TFile::Open("Electron_In_Jets_900GeV_bJets.root");
TFile* cFile = TFile::Open("Electron_In_Jets_900GeV_cJets.root");
TFile* udsgFile = TFile::Open("Electron_In_Jets_900GeV_udsgJets.root");
TIter next(bFile->GetListOfKeys());
TFile* newFile = new TFile("testFile.root", "RECREATE");
while(TKey* key = (TKey*)next())
{
TH1F* bHist = (TH1F*)bFile->Get(key->GetName());
bHist->SetFillColor(2);
TH1F* cHist = (TH1F*)cFile->Get(key->GetName());
cHist->SetFillColor(3);
TH1F* udsgHist = (TH1F*)udsgFile->Get(key->GetName());
udsgHist->SetFillColor(4);
THStack* stack = new THStack(bHist->GetName(), bHist->GetTitle());
stack->Add(udsgHist, "hist ][");
stack->Add(cHist, "hist ][");
stack->Add(bHist, "hist ][");
TLegend* legend = new TLegend(0.5, 0.68, 0.88, 0.88);
legend->AddEntry(bHist, "b-Jets");
legend->AddEntry(cHist, "c-Jets");
legend->AddEntry(udsgHist, "udsg-Jets");
TCanvas* canvas = new TCanvas(bHist->GetName());
stack->Draw();
stack->GetXaxis()->SetTitle(bHist->GetXaxis()->GetTitle());
legend->Draw();
canvas->Write(canvas->GetName());
}
newFile->Close();
bFile->Close();
cFile->Close();
udsgFile->Close();
}
TList* extractObjectFromFile(const char* fileName, const char* name)
{
TList* objects = new TList();
TFile file(fileName);
gROOT->cd();
TList* keyList = file.GetListOfKeys();
for (int i = 0; i < keyList->GetSize(); ++i) {
TKey* key = static_cast<TKey*>(keyList->At(i));
std::cout<< key->GetName()<< std::endl;
if (!strcmp(key->GetName(), name)) {
objects->Add(key->ReadObj()->Clone());
} else if (!strcmp(key->GetClassName(), "TCanvas")) {
TCanvas* canvas = static_cast<TCanvas*>(key->ReadObj());
if (!strcmp(canvas->GetName(), name))
objects->Add(canvas->Clone());
TList* objectsFromPad = extractObjectFromPad(canvas, name);
for (int j = 0; j < objectsFromPad->GetSize(); ++j)
objects->Add(objectsFromPad->At(j));
}
}
file.Close();
return objects;
}
void plot( TString var, TString data, TString pdf, double low=-1, double high=-1 ) {
TFile *tf = TFile::Open( "root/FitOut.root" );
RooWorkspace *w = (RooWorkspace*)tf->Get("w");
TCanvas *canv = new TCanvas("c","c",800,800);
TPad *upperPad = new TPad(Form("%s_upper",canv->GetName()),"",0.,0.33,1.,1.);
TPad *lowerPad = new TPad(Form("%s_lower",canv->GetName()),"",0.,0.,1.,0.33);
canv->cd();
upperPad->Draw();
lowerPad->Draw();
if ( low < 0 ) low = w->var(var)->getMin();
if ( high < 0 ) high = w->var(var)->getMax();
RooPlot *plot = w->var(var)->frame(Range(low,high));
w->data(data)->plotOn(plot);
w->pdf(pdf)->plotOn(plot);
RooHist *underHist = plot->pullHist();
underHist->GetXaxis()->SetRangeUser(plot->GetXaxis()->GetXmin(), plot->GetXaxis()->GetXmax());
underHist->GetXaxis()->SetTitle(plot->GetXaxis()->GetTitle());
underHist->GetYaxis()->SetTitle("Pull");
underHist->GetXaxis()->SetLabelSize(0.12);
underHist->GetYaxis()->SetLabelSize(0.12);
underHist->GetXaxis()->SetTitleSize(0.2);
underHist->GetXaxis()->SetTitleOffset(0.7);
underHist->GetYaxis()->SetTitleSize(0.18);
underHist->GetYaxis()->SetTitleOffset(0.38);
plot->GetXaxis()->SetTitle("");
upperPad->SetBottomMargin(0.1);
upperPad->cd();
plot->Draw();
canv->cd();
lowerPad->SetTopMargin(0.05);
lowerPad->SetBottomMargin(0.35);
lowerPad->cd();
underHist->Draw("AP");
double ymin = underHist->GetYaxis()->GetXmin();
double ymax = underHist->GetYaxis()->GetXmax();
double yrange = Max( Abs( ymin ), Abs( ymax ) );
underHist->GetYaxis()->SetRangeUser( -1.*yrange, 1.*yrange );
double xmin = plot->GetXaxis()->GetXmin();
double xmax = plot->GetXaxis()->GetXmax();
TColor *mycol3sig = gROOT->GetColor( kGray );
mycol3sig->SetAlpha(0.5);
TColor *mycol2sig = gROOT->GetColor( kGray+1 );
mycol2sig->SetAlpha(0.5);
TColor *mycol1sig = gROOT->GetColor( kGray+2 );
mycol1sig->SetAlpha(0.5);
TBox box3sig;
box3sig.SetFillColor( mycol3sig->GetNumber() );
//box3sig.SetFillColorAlpha( kGray, 0.5 );
box3sig.SetFillStyle(1001);
box3sig.DrawBox( xmin, -3., xmax, 3.);
TBox box2sig;
box2sig.SetFillColor( mycol2sig->GetNumber() );
//box2sig.SetFillColorAlpha( kGray+1, 0.5 );
box2sig.SetFillStyle(1001);
box2sig.DrawBox( xmin, -2., xmax, 2.);
TBox box1sig;
box1sig.SetFillColor( mycol1sig->GetNumber() );
//box1sig.SetFillColorAlpha( kGray+2, 0.5 );
box1sig.SetFillStyle(1001);
box1sig.DrawBox( xmin, -1., xmax, 1.);
TLine lineErr;
lineErr.SetLineWidth(1);
lineErr.SetLineColor(kBlue-9);
lineErr.SetLineStyle(2);
lineErr.DrawLine(plot->GetXaxis()->GetXmin(),1.,plot->GetXaxis()->GetXmax(),1.);
lineErr.DrawLine(plot->GetXaxis()->GetXmin(),-1.,plot->GetXaxis()->GetXmax(),-1.);
lineErr.DrawLine(plot->GetXaxis()->GetXmin(),2.,plot->GetXaxis()->GetXmax(),2.);
lineErr.DrawLine(plot->GetXaxis()->GetXmin(),-2.,plot->GetXaxis()->GetXmax(),-2.);
lineErr.DrawLine(plot->GetXaxis()->GetXmin(),3.,plot->GetXaxis()->GetXmax(),3.);
lineErr.DrawLine(plot->GetXaxis()->GetXmin(),-3.,plot->GetXaxis()->GetXmax(),-3.);
TLine line;
line.SetLineWidth(3);
line.SetLineColor(kBlue);
line.DrawLine(plot->GetXaxis()->GetXmin(),0.,plot->GetXaxis()->GetXmax(),0.);
underHist->Draw("Psame");
RooHist *redPull = new RooHist();
int newp=0;
for (int p=0; p<underHist->GetN(); p++) {
double x,y;
underHist->GetPoint(p,x,y);
if ( TMath::Abs(y)>3 ) {
redPull->SetPoint(newp,x,y);
redPull->SetPointError(newp,0.,0.,underHist->GetErrorYlow(p),underHist->GetErrorYhigh(p));
newp++;
}
}
redPull->SetLineWidth(underHist->GetLineWidth());
redPull->SetMarkerStyle(underHist->GetMarkerStyle());
redPull->SetMarkerSize(underHist->GetMarkerSize());
redPull->SetLineColor(kRed);
redPull->SetMarkerColor(kRed);
redPull->Draw("Psame");
canv->Print(Form("tmp/%s.pdf",var.Data()));
tf->Close();
}
//______________________________________________________________________________
void CheckTime(const Char_t* loc)
{
// Check time.
Char_t t[256];
// number of runs
Int_t nRuns = gFiles->GetSize();
// create arrays
const Int_t nCh = 352;
Double_t** pedPos = new Double_t*[nCh];
Double_t* runNumbersD = new Double_t[nRuns];
for (Int_t i = 0; i < nCh; i++) pedPos[i] = new Double_t[nRuns];
// open the output files
TFile* fROOTout = new TFile("/tmp/tagger_time.root", "RECREATE");
// create directories
for (Int_t i = 0; i < nCh; i++)
{
sprintf(t, "%03d", i);
fROOTout->mkdir(t);
}
TF1* func = new TF1("func", "gaus(0)+pol1(3)", -1000 , 1000);
// loop over runs
for (Int_t i = 0; i < nRuns; i++)
{
// get the file
TFile* f = (TFile*) gFiles->At(i);
// extract run number
Int_t runNumber;
sprintf(t, "%s/ARHistograms_CB_%%d.root", loc);
sscanf(f->GetName(), t, &runNumber);
runNumbersD[i] = (Double_t)runNumber;
printf("Processing run %d (%d/%d)\n", runNumber, i+1, nRuns);
fROOTout->cd();
TH2* h2 = (TH2*) f->Get("CaLib_Tagger_Time");
// loop over channels
for (Int_t j = 0; j < nCh; j++)
{
// load histogram
sprintf(t, "%03d", j);
fROOTout->cd(t);
sprintf(t, "%d_%d", i, j);
TH1* h = h2->ProjectionX(t, j+1, j+1);
h->Rebin(2);
sprintf(t, "Run_%d", runNumber);
TCanvas* c = new TCanvas(t, t);
TLine* tline = 0;
// check entries
if (h->GetEntries())
{
// fit gaussian to peak
Double_t maxPos = h->GetXaxis()->GetBinCenter(h->GetMaximumBin());
func->SetParameters(1, maxPos, 0.5, 1, 0.1);
func->SetRange(maxPos - 2, maxPos + 2);
func->SetParLimits(0, 0, 1000);
for (Int_t k = 0; k < 10; k++)
if (!h->Fit(func, "RBQ")) break;
// save position in file and memory
maxPos = func->GetParameter(1);
pedPos[j][i] = maxPos;
h->GetXaxis()->SetRangeUser(maxPos - 10, maxPos + 10);
h->Draw();
tline = new TLine(maxPos, 0, maxPos, 10000);
tline->SetLineColor(kRed);
tline->SetLineWidth(2);
tline->Draw();
}
else
{
h->Draw();
}
c->Write(c->GetName(), TObject::kOverwrite);
delete h;
delete c;
if (tline) delete tline;
}
delete h2;
}
// create pedestal evolution graphs
fROOTout->cd();
// loop over channels
for (Int_t j = 0; j < nCh; j++)
{
printf("Creating time graph for channel %d\n", j);
TGraph* g = new TGraph(nRuns, runNumbersD, pedPos[j]);
sprintf(t, "Overview_%03d", j);
g->SetName(t);
g->SetTitle(t);
//g->GetYaxis()->SetRangeUser(1200, 1300);
g->Write(g->GetName(), TObject::kOverwrite);
delete g;
}
printf("Saving output file\n");
delete fROOTout;
// cleanup
for (Int_t i = 0; i < nCh; i++) delete [] pedPos[i];
delete [] pedPos;
delete [] runNumbersD;
}
void CreateTemplatesForW(TString CAT, TString CUT)
{
gROOT->ForceStyle();
RooMsgService::instance().setSilentMode(kTRUE);
RooMsgService::instance().setStreamStatus(0,kFALSE);
RooMsgService::instance().setStreamStatus(1,kFALSE);
TFile *infMC = TFile::Open("Histo_TT_TuneCUETP8M1_13TeV-powheg-pythia8.root");
TFile *infData = TFile::Open("Histo_JetHT.root");
TH1F *hMC,*hData;
RooDataHist *roohMC,*roohData;
RooAddPdf *signal,*qcd;
TString VAR,TAG;
float XMIN,XMAX;
VAR = "mW";
TAG = CUT+"_"+CAT;
XMIN = 20.;
XMAX = 160.;
RooWorkspace *w = new RooWorkspace("w","workspace");
//---- define observable ------------------------
RooRealVar *x = new RooRealVar("mW","mW",XMIN,XMAX);
w->import(*x);
//---- first do the data template ---------------
hData = (TH1F*)infData->Get("boosted/h_mW_"+CUT+"_0btag");
hData->Rebin(5);
roohData = new RooDataHist("roohistData","roohistData",RooArgList(*x),hData);
//---- QCD -----------------------------------
RooRealVar bBkg0("qcd_b0","qcd_b0",0.5,0,1);
RooRealVar bBkg1("qcd_b1","qcd_b1",0.5,0,1);
RooRealVar bBkg2("qcd_b2","qcd_b2",0.5,0,1);
RooRealVar bBkg3("qcd_b3","qcd_b3",0.5,0,1);
RooBernstein qcd1("qcd_brn","qcd_brn",*x,RooArgList(bBkg0,bBkg1,bBkg2,bBkg3));
RooRealVar mQCD("qcd_mean2" ,"qcd_mean2",40,0,100);
RooRealVar sQCD("qcd_sigma2","qcd_sigma2",20,0,50);
RooGaussian qcd2("qcd_gaus" ,"qcd_gaus",*x,mQCD,sQCD);
RooRealVar fqcd("qcd_f1","qcd_f1",0.5,0,1);
qcd = new RooAddPdf("qcd_pdf","qcd_pdf",qcd1,qcd2,fqcd);
//---- plots ---------------------------------------------------
TCanvas *canB = new TCanvas("Template_W_QCD_"+CUT+"_"+CAT,"Template_W_QCD_"+CUT+"_"+CAT,900,600);
RooFitResult *res = qcd->fitTo(*roohData,RooFit::Save());
res->Print();
RooPlot *frameB = x->frame();
roohData->plotOn(frameB);
qcd->plotOn(frameB);
qcd->plotOn(frameB,RooFit::Components("qcd_brn"),RooFit::LineColor(kRed),RooFit::LineWidth(2),RooFit::LineStyle(2));
qcd->plotOn(frameB,RooFit::Components("qcd_gaus"),RooFit::LineColor(kGreen+1),RooFit::LineWidth(2),RooFit::LineStyle(2));
frameB->GetXaxis()->SetTitle("m_{W} (GeV)");
frameB->Draw();
gPad->Update();
canB->Print("plots/"+TString(canB->GetName())+".pdf");
RooArgSet *parsQCD = (RooArgSet*)qcd->getParameters(roohData);
parsQCD->setAttribAll("Constant",true);
w->import(*qcd);
//---- then do the signal templates -------------
hMC = (TH1F*)infMC->Get("boosted/hWt_"+VAR+"_"+TAG);
roohMC = new RooDataHist("roohistTT","roohistTT",RooArgList(*x),hMC);
normMC = ((TH1F*)infMC->Get("eventCounter/GenEventWeight"))->GetSumOfWeights();
hMC->Rebin(2);
RooRealVar m("ttbar_mean","ttbar_mean",90,70,100);
RooRealVar s("ttbar_sigma","ttbar_sigma",20,0,50);
RooGaussian sig_core("ttbar_core","ttbar_core",*x,m,s);
RooRealVar bSig0("ttbar_b0","ttbar_b0",0.5,0,1);
RooRealVar bSig1("ttbar_b1","ttbar_b1",0.5,0,1);
RooRealVar bSig2("ttbar_b2","ttbar_b2",0.5,0,1);
RooRealVar bSig3("ttbar_b3","ttbar_b3",0.5,0,1);
RooRealVar bSig4("ttbar_b4","ttbar_b4",0.5,0,1);
RooRealVar bSig5("ttbar_b5","ttbar_b5",0.5,0,1);
RooRealVar bSig6("ttbar_b6","ttbar_b6",0.5,0,1);
RooRealVar bSig7("ttbar_b7","ttbar_b7",0.5,0,1);
RooRealVar bSig8("ttbar_b8","ttbar_b8",0.5,0,1);
RooBernstein sig_tail("ttbar_tail","ttbar_tail",*x,RooArgList(bSig0,bSig1,bSig2,bSig3,bSig4,bSig5,bSig6,bSig7,bSig8));
RooRealVar fcore("ttbar_fcore","ttbar_fcore",0.5,0,1);
signal = new RooAddPdf("ttbar_pdf","ttbar_pdf",RooArgList(sig_core,sig_tail),RooArgList(fcore));
TCanvas *canS = new TCanvas("Template_W_TT_"+CAT+"_"+CUT,"Template_W_TT_"+CAT+"_"+CUT,900,600);
res = signal->fitTo(*roohMC,RooFit::Save());
cout<<"mean = "<<m.getVal()<<" +/ "<<m.getError()<<", sigma = "<<s.getVal()<<" +/- "<<s.getError()<<endl;
//res->Print();
RooPlot *frameS = x->frame();
roohMC->plotOn(frameS);
signal->plotOn(frameS);
signal->plotOn(frameS,RooFit::Components("ttbar_core"),RooFit::LineColor(kRed),RooFit::LineWidth(2),RooFit::LineStyle(2));
signal->plotOn(frameS,RooFit::Components("ttbar_tail"),RooFit::LineColor(kGreen+1),RooFit::LineWidth(2),RooFit::LineStyle(2));
frameS->GetXaxis()->SetTitle("m_{W} (GeV)");
frameS->Draw();
gPad->Update();
canS->Print("plots/"+TString(canS->GetName())+".pdf");
RooArgSet *parsSig = (RooArgSet*)signal->getParameters(roohMC);
parsSig->setAttribAll("Constant",true);
w->import(*signal);
//w->Print();
w->writeToFile("templates_W_"+CUT+"_"+CAT+"_workspace.root");
}
void exec3event(Int_t event, Int_t x, Int_t y, TObject *selected)
{
TCanvas *c = (TCanvas *) gTQSender;
printf("Canvas %s: event=%d, x=%d, y=%d, selected=%s\n", c->GetName(),
event, x, y, selected->IsA()->GetName());
}
void performFit(string inputDir, string inputParameterFile, string label,
string PassInputDataFilename, string FailInputDataFilename,
string PassSignalTemplateHistName, string FailSignalTemplateHistName)
{
gBenchmark->Start("fitZCat");
//--------------------------------------------------------------------------------------------------------------
// Settings
//==============================================================================================================
const Double_t mlow = 60;
const Double_t mhigh = 120;
const Int_t nbins = 24;
TString effType = inputDir;
// The fit variable - lepton invariant mass
RooRealVar* rooMass_ = new RooRealVar("Mass","m_{ee}",mlow, mhigh, "GeV/c^{2}");
RooRealVar Mass = *rooMass_;
Mass.setBins(nbins);
// Make the category variable that defines the two fits,
// namely whether the probe passes or fails the eff criteria.
RooCategory sample("sample","") ;
sample.defineType("Pass", 1) ;
sample.defineType("Fail", 2) ;
RooDataSet *dataPass = RooDataSet::read((inputDir+PassInputDataFilename).c_str(),RooArgList(Mass));
RooDataSet *dataFail = RooDataSet::read((inputDir+FailInputDataFilename).c_str(),RooArgList(Mass));
RooDataSet *dataCombined = new RooDataSet("dataCombined","dataCombined", RooArgList(Mass), RooFit::Index(sample),
RooFit::Import("Pass",*dataPass),
RooFit::Import("Fail",*dataFail));
//*********************************************************************************************
//Define Free Parameters
//*********************************************************************************************
RooRealVar* ParNumSignal = LoadParameters(inputParameterFile, label,"ParNumSignal");
RooRealVar* ParNumBkgPass = LoadParameters(inputParameterFile, label,"ParNumBkgPass");
RooRealVar* ParNumBkgFail = LoadParameters(inputParameterFile, label, "ParNumBkgFail");
RooRealVar* ParEfficiency = LoadParameters(inputParameterFile, label, "ParEfficiency");
RooRealVar* ParPassBackgroundExpCoefficient = LoadParameters(inputParameterFile, label, "ParPassBackgroundExpCoefficient");
RooRealVar* ParFailBackgroundExpCoefficient = LoadParameters(inputParameterFile, label, "ParFailBackgroundExpCoefficient");
RooRealVar* ParPassSignalMassShift = LoadParameters(inputParameterFile, label, "ParPassSignalMassShift");
RooRealVar* ParFailSignalMassShift = LoadParameters(inputParameterFile, label, "ParFailSignalMassShift");
RooRealVar* ParPassSignalResolution = LoadParameters(inputParameterFile, label, "ParPassSignalResolution");
RooRealVar* ParFailSignalResolution = LoadParameters(inputParameterFile, label, "ParFailSignalResolution");
// new RooRealVar ("ParPassSignalMassShift","ParPassSignalMassShift",-2.6079e-02,-10.0, 10.0); //ParPassSignalMassShift->setConstant(kTRUE);
// RooRealVar* ParFailSignalMassShift = new RooRealVar ("ParFailSignalMassShift","ParFailSignalMassShift",7.2230e-01,-10.0, 10.0); //ParFailSignalMassShift->setConstant(kTRUE);
// RooRealVar* ParPassSignalResolution = new RooRealVar ("ParPassSignalResolution","ParPassSignalResolution",6.9723e-01,0.0, 10.0); ParPassSignalResolution->setConstant(kTRUE);
// RooRealVar* ParFailSignalResolution = new RooRealVar ("ParFailSignalResolution","ParFailSignalResolution",1.6412e+00,0.0, 10.0); ParFailSignalResolution->setConstant(kTRUE);
//*********************************************************************************************
//
//Load Signal PDFs
//
//*********************************************************************************************
TFile *Zeelineshape_file = new TFile("res/photonEfffromZee.dflag1.eT1.2.gT40.mt15.root", "READ");
TH1* histTemplatePass = (TH1D*) Zeelineshape_file->Get(PassSignalTemplateHistName.c_str());
TH1* histTemplateFail = (TH1D*) Zeelineshape_file->Get(FailSignalTemplateHistName.c_str());
//Introduce mass shift coordinate transformation
// RooFormulaVar PassShiftedMass("PassShiftedMass","@0-@1",RooArgList(Mass,*ParPassSignalMassShift));
// RooFormulaVar FailShiftedMass("FailShiftedMass","@0-@1",RooArgList(Mass,*ParFailSignalMassShift));
RooGaussian *PassSignalResolutionFunction = new RooGaussian("PassSignalResolutionFunction","PassSignalResolutionFunction",Mass,*ParPassSignalMassShift,*ParPassSignalResolution);
RooGaussian *FailSignalResolutionFunction = new RooGaussian("FailSignalResolutionFunction","FailSignalResolutionFunction",Mass,*ParFailSignalMassShift,*ParFailSignalResolution);
RooDataHist* dataHistPass = new RooDataHist("dataHistPass","dataHistPass", RooArgSet(Mass), histTemplatePass);
RooDataHist* dataHistFail = new RooDataHist("dataHistFail","dataHistFail", RooArgSet(Mass), histTemplateFail);
RooHistPdf* signalShapePassTemplatePdf = new RooHistPdf("signalShapePassTemplatePdf", "signalShapePassTemplatePdf", Mass, *dataHistPass, 1);
RooHistPdf* signalShapeFailTemplatePdf = new RooHistPdf("signalShapeFailTemplatePdf", "signalShapeFailTemplatePdf", Mass, *dataHistFail, 1);
RooFFTConvPdf* signalShapePassPdf = new RooFFTConvPdf("signalShapePassPdf","signalShapePassPdf" , Mass, *signalShapePassTemplatePdf,*PassSignalResolutionFunction,2);
RooFFTConvPdf* signalShapeFailPdf = new RooFFTConvPdf("signalShapeFailPdf","signalShapeFailPdf" , Mass, *signalShapeFailTemplatePdf,*FailSignalResolutionFunction,2);
// Now define some efficiency/yield variables
RooFormulaVar* NumSignalPass = new RooFormulaVar("NumSignalPass", "ParEfficiency*ParNumSignal", RooArgList(*ParEfficiency,*ParNumSignal));
RooFormulaVar* NumSignalFail = new RooFormulaVar("NumSignalFail", "(1.0-ParEfficiency)*ParNumSignal", RooArgList(*ParEfficiency,*ParNumSignal));
//*********************************************************************************************
//
// Create Background PDFs
//
//*********************************************************************************************
RooExponential* bkgPassPdf = new RooExponential("bkgPassPdf","bkgPassPdf",Mass, *ParPassBackgroundExpCoefficient);
RooExponential* bkgFailPdf = new RooExponential("bkgFailPdf","bkgFailPdf",Mass, *ParFailBackgroundExpCoefficient);
//*********************************************************************************************
//
// Create Total PDFs
//
//*********************************************************************************************
RooAddPdf pdfPass("pdfPass","pdfPass",RooArgList(*signalShapePassPdf,*bkgPassPdf), RooArgList(*NumSignalPass,*ParNumBkgPass));
RooAddPdf pdfFail("pdfFail","pdfFail",RooArgList(*signalShapeFailPdf,*bkgFailPdf), RooArgList(*NumSignalFail,*ParNumBkgFail));
// PDF for simultaneous fit
RooSimultaneous totalPdf("totalPdf","totalPdf", sample);
totalPdf.addPdf(pdfPass,"Pass");
// totalPdf.Print();
totalPdf.addPdf(pdfFail,"Fail");
totalPdf.Print();
//*********************************************************************************************
//
// Perform Fit
//
//*********************************************************************************************
RooFitResult *fitResult = 0;
// ********* Fix with Migrad first ********** //
fitResult = totalPdf.fitTo(*dataCombined, RooFit::Save(true),
RooFit::Extended(true), RooFit::PrintLevel(-1));
fitResult->Print("v");
// // ********* Fit With Minos ********** //
// fitResult = totalPdf.fitTo(*dataCombined, RooFit::Save(true),
// RooFit::Extended(true), RooFit::PrintLevel(-1), RooFit::Minos());
// fitResult->Print("v");
// // ********* Fix Mass Shift and Fit For Resolution ********** //
// ParPassSignalMassShift->setConstant(kTRUE);
// ParFailSignalMassShift->setConstant(kTRUE);
// ParPassSignalResolution->setConstant(kFALSE);
// ParFailSignalResolution->setConstant(kFALSE);
// fitResult = totalPdf.fitTo(*dataCombined, RooFit::Save(true),
// RooFit::Extended(true), RooFit::PrintLevel(-1));
// fitResult->Print("v");
// // ********* Do Final Fit ********** //
// ParPassSignalMassShift->setConstant(kFALSE);
// ParFailSignalMassShift->setConstant(kFALSE);
// ParPassSignalResolution->setConstant(kTRUE);
// ParFailSignalResolution->setConstant(kTRUE);
// fitResult = totalPdf.fitTo(*dataCombined, RooFit::Save(true),
// RooFit::Extended(true), RooFit::PrintLevel(-1));
// fitResult->Print("v");
double nSignalPass = NumSignalPass->getVal();
double nSignalFail = NumSignalFail->getVal();
double denominator = nSignalPass + nSignalFail;
printf("\nFit results:\n");
if( fitResult->status() != 0 ){
std::cout<<"ERROR: BAD FIT STATUS"<<std::endl;
}
printf(" Efficiency = %.4f +- %.4f\n",
ParEfficiency->getVal(), ParEfficiency->getPropagatedError(*fitResult));
cout << "Signal Pass: "******"Signal Fail: " << nSignalFail << endl;
cout << "*********************************************************************\n";
cout << "Final Parameters\n";
cout << "*********************************************************************\n";
PrintParameter(ParNumSignal, label,"ParNumSignal");
PrintParameter(ParNumBkgPass, label,"ParNumBkgPass");
PrintParameter(ParNumBkgFail, label, "ParNumBkgFail");
PrintParameter(ParEfficiency , label, "ParEfficiency");
PrintParameter(ParPassBackgroundExpCoefficient , label, "ParPassBackgroundExpCoefficient");
PrintParameter(ParFailBackgroundExpCoefficient , label, "ParFailBackgroundExpCoefficient");
PrintParameter(ParPassSignalMassShift , label, "ParPassSignalMassShift");
PrintParameter(ParFailSignalMassShift , label, "ParFailSignalMassShift");
PrintParameter(ParPassSignalResolution , label, "ParPassSignalResolution");
PrintParameter(ParFailSignalResolution , label, "ParFailSignalResolution");
cout << endl << endl;
//--------------------------------------------------------------------------------------------------------------
// Make plots
//==============================================================================================================
TFile *canvasFile = new TFile("Efficiency_FitResults.root", "UPDATE");
RooAbsData::ErrorType errorType = RooAbsData::Poisson;
Mass.setBins(NBINSPASS);
TString cname = TString((label+"_Pass").c_str());
TCanvas *c = new TCanvas(cname,cname,800,600);
RooPlot* frame1 = Mass.frame();
frame1->SetMinimum(0);
dataPass->plotOn(frame1,RooFit::DataError(errorType));
pdfPass.plotOn(frame1,RooFit::ProjWData(*dataPass),
RooFit::Components(*bkgPassPdf),RooFit::LineColor(kRed));
pdfPass.plotOn(frame1,RooFit::ProjWData(*dataPass));
frame1->Draw("e0");
TPaveText *plotlabel = new TPaveText(0.23,0.87,0.43,0.92,"NDC");
plotlabel->SetTextColor(kBlack);
plotlabel->SetFillColor(kWhite);
plotlabel->SetBorderSize(0);
plotlabel->SetTextAlign(12);
plotlabel->SetTextSize(0.03);
plotlabel->AddText("CMS Preliminary 2010");
TPaveText *plotlabel2 = new TPaveText(0.23,0.82,0.43,0.87,"NDC");
plotlabel2->SetTextColor(kBlack);
plotlabel2->SetFillColor(kWhite);
plotlabel2->SetBorderSize(0);
plotlabel2->SetTextAlign(12);
plotlabel2->SetTextSize(0.03);
plotlabel2->AddText("#sqrt{s} = 7 TeV");
TPaveText *plotlabel3 = new TPaveText(0.23,0.75,0.43,0.80,"NDC");
plotlabel3->SetTextColor(kBlack);
plotlabel3->SetFillColor(kWhite);
plotlabel3->SetBorderSize(0);
plotlabel3->SetTextAlign(12);
plotlabel3->SetTextSize(0.03);
char temp[100];
sprintf(temp, "%.4f", LUMINOSITY);
plotlabel3->AddText((string("#int#font[12]{L}dt = ") +
temp + string(" pb^{ -1}")).c_str());
TPaveText *plotlabel4 = new TPaveText(0.6,0.82,0.8,0.87,"NDC");
plotlabel4->SetTextColor(kBlack);
plotlabel4->SetFillColor(kWhite);
plotlabel4->SetBorderSize(0);
plotlabel4->SetTextAlign(12);
plotlabel4->SetTextSize(0.03);
double nsig = ParNumSignal->getVal();
double nErr = ParNumSignal->getError();
double e = ParEfficiency->getVal();
double eErr = ParEfficiency->getError();
double corr = fitResult->correlation(*ParEfficiency, *ParNumSignal);
double err = ErrorInProduct(nsig, nErr, e, eErr, corr);
sprintf(temp, "Signal = %.2f #pm %.2f", NumSignalPass->getVal(), err);
plotlabel4->AddText(temp);
TPaveText *plotlabel5 = new TPaveText(0.6,0.77,0.8,0.82,"NDC");
plotlabel5->SetTextColor(kBlack);
plotlabel5->SetFillColor(kWhite);
plotlabel5->SetBorderSize(0);
plotlabel5->SetTextAlign(12);
plotlabel5->SetTextSize(0.03);
sprintf(temp, "Bkg = %.2f #pm %.2f", ParNumBkgPass->getVal(), ParNumBkgPass->getError());
plotlabel5->AddText(temp);
TPaveText *plotlabel6 = new TPaveText(0.6,0.87,0.8,0.92,"NDC");
plotlabel6->SetTextColor(kBlack);
plotlabel6->SetFillColor(kWhite);
plotlabel6->SetBorderSize(0);
plotlabel6->SetTextAlign(12);
plotlabel6->SetTextSize(0.03);
plotlabel6->AddText("Passing probes");
TPaveText *plotlabel7 = new TPaveText(0.6,0.72,0.8,0.77,"NDC");
plotlabel7->SetTextColor(kBlack);
plotlabel7->SetFillColor(kWhite);
plotlabel7->SetBorderSize(0);
plotlabel7->SetTextAlign(12);
plotlabel7->SetTextSize(0.03);
sprintf(temp, "Eff = %.3f #pm %.3f", ParEfficiency->getVal(), ParEfficiency->getErrorHi());
plotlabel7->AddText(temp);
TPaveText *plotlabel8 = new TPaveText(0.6,0.72,0.8,0.66,"NDC");
plotlabel8->SetTextColor(kBlack);
plotlabel8->SetFillColor(kWhite);
plotlabel8->SetBorderSize(0);
plotlabel8->SetTextAlign(12);
plotlabel8->SetTextSize(0.03);
sprintf(temp, "#chi^{2}/DOF = %.3f", frame1->chiSquare());
plotlabel8->AddText(temp);
plotlabel4->Draw();
plotlabel5->Draw();
plotlabel6->Draw();
plotlabel7->Draw();
plotlabel8->Draw();
// c->SaveAs( cname + TString(".eps"));
c->SaveAs( cname + TString(".gif"));
canvasFile->WriteTObject(c, c->GetName(), "WriteDelete");
Mass.setBins(NBINSFAIL);
cname = TString((label+"_Fail").c_str());
TCanvas* c2 = new TCanvas(cname,cname,800,600);
RooPlot* frame2 = Mass.frame();
frame2->SetMinimum(0);
dataFail->plotOn(frame2,RooFit::DataError(errorType));
pdfFail.plotOn(frame2,RooFit::ProjWData(*dataFail),
RooFit::Components(*bkgFailPdf),RooFit::LineColor(kRed));
pdfFail.plotOn(frame2,RooFit::ProjWData(*dataFail));
frame2->Draw("e0");
plotlabel = new TPaveText(0.23,0.87,0.43,0.92,"NDC");
plotlabel->SetTextColor(kBlack);
plotlabel->SetFillColor(kWhite);
plotlabel->SetBorderSize(0);
plotlabel->SetTextAlign(12);
plotlabel->SetTextSize(0.03);
plotlabel->AddText("CMS Preliminary 2010");
plotlabel2 = new TPaveText(0.23,0.82,0.43,0.87,"NDC");
plotlabel2->SetTextColor(kBlack);
plotlabel2->SetFillColor(kWhite);
plotlabel2->SetBorderSize(0);
plotlabel2->SetTextAlign(12);
plotlabel2->SetTextSize(0.03);
plotlabel2->AddText("#sqrt{s} = 7 TeV");
plotlabel3 = new TPaveText(0.23,0.75,0.43,0.80,"NDC");
plotlabel3->SetTextColor(kBlack);
plotlabel3->SetFillColor(kWhite);
plotlabel3->SetBorderSize(0);
plotlabel3->SetTextAlign(12);
plotlabel3->SetTextSize(0.03);
sprintf(temp, "%.4f", LUMINOSITY);
plotlabel3->AddText((string("#int#font[12]{L}dt = ") +
temp + string(" pb^{ -1}")).c_str());
plotlabel4 = new TPaveText(0.6,0.82,0.8,0.87,"NDC");
plotlabel4->SetTextColor(kBlack);
plotlabel4->SetFillColor(kWhite);
plotlabel4->SetBorderSize(0);
plotlabel4->SetTextAlign(12);
plotlabel4->SetTextSize(0.03);
err = ErrorInProduct(nsig, nErr, 1.0-e, eErr, corr);
sprintf(temp, "Signal = %.2f #pm %.2f", NumSignalFail->getVal(), err);
plotlabel4->AddText(temp);
plotlabel5 = new TPaveText(0.6,0.77,0.8,0.82,"NDC");
plotlabel5->SetTextColor(kBlack);
plotlabel5->SetFillColor(kWhite);
plotlabel5->SetBorderSize(0);
plotlabel5->SetTextAlign(12);
plotlabel5->SetTextSize(0.03);
sprintf(temp, "Bkg = %.2f #pm %.2f", ParNumBkgFail->getVal(), ParNumBkgFail->getError());
plotlabel5->AddText(temp);
plotlabel6 = new TPaveText(0.6,0.87,0.8,0.92,"NDC");
plotlabel6->SetTextColor(kBlack);
plotlabel6->SetFillColor(kWhite);
plotlabel6->SetBorderSize(0);
plotlabel6->SetTextAlign(12);
plotlabel6->SetTextSize(0.03);
plotlabel6->AddText("Failing probes");
plotlabel7 = new TPaveText(0.6,0.72,0.8,0.77,"NDC");
plotlabel7->SetTextColor(kBlack);
plotlabel7->SetFillColor(kWhite);
plotlabel7->SetBorderSize(0);
plotlabel7->SetTextAlign(12);
plotlabel7->SetTextSize(0.03);
sprintf(temp, "Eff = %.3f #pm %.3f", ParEfficiency->getVal(), ParEfficiency->getErrorHi(), ParEfficiency->getErrorLo());
plotlabel7->AddText(temp);
plotlabel8 = new TPaveText(0.6,0.72,0.8,0.66,"NDC");
plotlabel8->SetTextColor(kBlack);
plotlabel8->SetFillColor(kWhite);
plotlabel8->SetBorderSize(0);
plotlabel8->SetTextAlign(12);
plotlabel8->SetTextSize(0.03);
sprintf(temp, "#chi^{2}/DOF = %.3f", frame2->chiSquare());
plotlabel8->AddText(temp);
// plotlabel->Draw();
// plotlabel2->Draw();
// plotlabel3->Draw();
plotlabel4->Draw();
plotlabel5->Draw();
plotlabel6->Draw();
plotlabel7->Draw();
plotlabel8->Draw();
c2->SaveAs( cname + TString(".gif"));
// c2->SaveAs( cname + TString(".eps"));
// c2->SaveAs( cname + TString(".root"));
canvasFile->WriteTObject(c2, c2->GetName(), "WriteDelete");
canvasFile->Close();
effTextFile.width(40);
effTextFile << label;
effTextFile.width(20);
effTextFile << setiosflags(ios::fixed) << setprecision(4) << left << ParEfficiency->getVal() ;
effTextFile.width(20);
effTextFile << left << ParEfficiency->getErrorHi();
effTextFile.width(20);
effTextFile << left << ParEfficiency->getErrorLo();
effTextFile.width(14);
effTextFile << setiosflags(ios::fixed) << setprecision(2) << left << nSignalPass ;
effTextFile.width(14);
effTextFile << left << nSignalFail << endl;
}
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 CheckPulsers(const Char_t* loc)
{
// Some old pedestal checking method.
Char_t t[256];
// number of runs
Int_t nRuns = gFiles->GetSize();
// number of channels
Int_t nCh = gReadAR->GetNelements();
// create arrays
Double_t** pedPos = new Double_t*[nCh];
Double_t* runNumbersD = new Double_t[nRuns];
for (Int_t i = 0; i < nCh; i++) pedPos[i] = new Double_t[nRuns];
// open the output files
TFile* fROOTout = new TFile("/tmp/pulser.root", "RECREATE");
// create directories
for (Int_t i = 0; i < nCh; i++)
{
sprintf(t, "%03d_%s", i, gReadAR->GetElement(i)->GetTDC());
fROOTout->mkdir(t);
}
TF1* func = new TF1("gausfunc", "gaus", 0 , 200);
// loop over runs
for (Int_t i = 0; i < nRuns; i++)
{
// get the file
TFile* f = (TFile*) gFiles->At(i);
// extract run number
Int_t runNumber;
sprintf(t, "%s/ARHistograms_CB_%%d.root", loc);
sscanf(f->GetName(), t, &runNumber);
runNumbersD[i] = (Double_t)runNumber;
printf("Processing run %d (%d/%d)\n", runNumber, i+1, nRuns);
fROOTout->cd();
// loop over TDCs
for (Int_t j = 0; j < nCh; j++)
{
// load histogram
sprintf(t, "%03d_%s", j, gReadAR->GetElement(j)->GetTDC());
fROOTout->cd(t);
sprintf(t, "ADC%s", gReadAR->GetElement(j)->GetTDC());
TH1D* h = (TH1D*) f->Get(t);
// fit gaussian to pulser
Double_t maxPos = h->GetXaxis()->GetBinCenter(h->GetMaximumBin());
func->SetParameters(1, maxPos, 0.1);
func->SetRange(maxPos - 2, maxPos + 2);
h->Fit(func, "RBQ");
maxPos = func->GetParameter(1);
// save position in file and memory
pedPos[j][i] = maxPos;
sprintf(t, "Run_%d", runNumber);
TCanvas* c = new TCanvas(t, t);
h->Draw();
TLine* tline = new TLine(maxPos, 0, maxPos, 10000);
tline->SetLineColor(kRed);
tline->SetLineWidth(2);
tline->Draw();
c->Write(c->GetName(), TObject::kOverwrite);
delete h;
delete c;
delete tline;
}
}
// create pedestal evolution graphs
fROOTout->cd();
// loop over channels
for (Int_t j = 0; j < nCh; j++)
{
printf("Creating pedestal graph for channel %d\n", j);
TGraph* g = new TGraph(nRuns, runNumbersD, pedPos[j]);
sprintf(t, "Overview_%03d_%s", j, gReadAR->GetElement(j)->GetTDC());
g->SetName(t);
g->SetTitle(t);
//g->GetYaxis()->SetRangeUser(1200, 1300);
g->Write(g->GetName(), TObject::kOverwrite);
delete g;
}
printf("Saving output file\n");
delete fROOTout;
// cleanup
for (Int_t i = 0; i < nCh; i++) delete [] pedPos[i];
delete [] pedPos;
delete [] runNumbersD;
}
void makePlots (string configFilePath){
if (( nHistList % inputRootFile.size() == 0 ))
{
for (int i=0; i<numHistos; i++)
{
TCanvas *c = new TCanvas(theHistNameStrings.at(i).c_str(), "", 81,58,500,602);
TH1* h_mc; // histograms for MC
TH1* h_mc_clone; // histograms for MC
TH1* h_data; // histogram to store data points
TH1* h_data_clone;
TLegend *legend = new TLegend(0.2, 0.85-.035*inputLegend.size(), 0.5, 0.90,NULL,"brNDC");
int whichHisto = 0;
for (int j=1;j<inputRootFile.size();j++)
{
whichHisto=j*numHistos;
int a = 0;
bool foundHisto = false;
if (theHistNameStrings.at(i) == theHistNameStrings.at(i+whichHisto))
{
foundHisto=true;
a=i;
}
else
{
for (a = 0; a < numHistos; a++)
{
if (theHistNameStrings.at(i) == theHistNameStrings.at(a+whichHisto))
{
foundHisto = true;
break;
}
}
}
//-----------------------------------------------------------
string hist2name = listHistos->At(a+whichHisto)->GetName();
if (foundHisto == true)
{
h_data = (TH1*)listHistos->At(i);
h_data->SetMarkerStyle(inputMarkerStyle.at(0));
h_data = SetStyleh(h_data);
h_data->Sumw2();
int thelineStyle = inputSetLineStyle.at(j);
int thelineWidth = inputSetLineWidth.at(j);
int setcolor = inputColor.at(j);
int marker = inputMarkerStyle.at(j);
h_data->SetMarkerColor(inputColor.at(0));
h_data->SetLineColor(inputColor.at(0));
if (j == 1)
{
if ( h_data->IsA()->InheritsFrom( "TH2" ) ) {
//n.b. that ProfileX will do nothing if the
//name you choose is alreayd taken! so each
//profileX needs a unique name
TString profileName = TString::Format("%s_data_pfx",h_data->GetName());
TProfile *dataProf = ((TH2*)h_data)->ProfileX(profileName.Data());
dataProf->SetMinimum(h_data->GetMinimum()); //min/max values were stored in the original hist
dataProf->SetMaximum(h_data->GetMaximum());
dataProf->Draw("");
//profileX cretaes a clone, so no need to
//clone again here. Need to set the hist
//name so root doesn't complain
TString cloneName = TString::Format("%s_data_pfx_clone",h_data->GetName());
TString cloneName2 = TString::Format("%s_data_pfx_clone_px",h_data->GetName());
h_data_clone = ((TH2*)h_data)->ProfileX(cloneName.Data())->ProjectionX(cloneName2.Data());
}
else { //1d case
Float_t ymaxc = gPad->GetUymax();
//h_data->SetMaximum(ymaxc+0.15*ymaxc);
h_data->Draw("ep1");
h_data_clone = (TH1*)h_data->Clone();
}
//h_data->SetLineColor(1);
h_data->SetLineStyle(thelineStyle);
h_data->SetLineWidth(thelineWidth);
float rms_data = h_data->GetRMS();
float mean_data = h_data->GetMean();
std::stringstream legend_data;
legend_data.str("");
legend_data << inputLegend.at(0).c_str() << ": mean=" << setprecision(3)
<<mean_data <<", rms=" << setprecision(3) <<rms_data<< endl;
legend->AddEntry(h_data,legend_data.str().c_str(), "lep");
}
h_mc = (TH1*)listHistos->At(a+whichHisto);
h_mc = SetStyleh(h_mc);
h_mc->SetName(hist2name.c_str());
//cout<<"NAME "<<h_mc->GetName()<<endl;
// Style
string processlegend = (inputLegend.at(j)).c_str();
h_mc->SetLineStyle(thelineStyle);
h_mc->SetLineWidth(thelineWidth);
h_mc->SetLineColor(setcolor);
h_mc->SetMarkerStyle(marker);
h_mc->SetMarkerColor(setcolor);
string processlegend = (inputLegend.at(j)).c_str();
if ( h_mc->IsA()->InheritsFrom( "TH2" ) ) {
TString profileName = TString::Format("%s_mc_pfx", h_mc->GetName());
((TH2*)h_mc)->ProfileX(profileName.Data())->Draw("SAME");
//profileX cretaes a clone, so no need to
//clone again here. Need to set the hist
//name so root doesn't complain
TString cloneName = TString::Format("%s_mc_pfx_clone",h_mc->GetName());
TString cloneName2 = TString::Format("%s_mc_pfx_clone_px",h_mc->GetName());
h_mc_clone = ((TH2*)h_mc)->ProfileX(cloneName.Data())->ProjectionX(cloneName2.Data());
} else { //1d case
Float_t ymaxc = gPad->GetUymax();
h_mc->SetMaximum(ymaxc+0.15*ymaxc);
h_mc->Draw("epsame");
h_mc_clone = (TH1*)h_mc->Clone();
}
h_mc_clone->SetMarkerStyle(marker);
h_mc_clone->SetMarkerColor(setcolor);
float rms_mc = h_mc->GetRMS();
float mean_mc = h_mc->GetMean();
std::stringstream legend_mc;
legend_mc.str("");
legend_mc << processlegend.c_str() << " - "<< "mean: " << setprecision(3)
<<mean_mc <<" , rms: " << setprecision(3) <<rms_mc<< endl;
legend->AddEntry(h_mc, legend_mc.str().c_str(), "lep");
}// close if (foundHisto)
legend->SetTextFont(42);
legend->SetTextSize(.04);
legend->SetMargin(0.15);
legend->SetLineColor(1);
legend->SetLineStyle(1);
legend->SetLineWidth(1);
legend->SetFillColor(0);
legend->SetFillStyle(0);
legend->SetBorderSize(0);
legend->SetFillColor(kWhite);
legend->Draw();
c->cd();
if (j == 1)
{
float startxbin = h_data_clone->GetXaxis()->GetBinWidth(h_data_clone->GetXaxis()->GetFirst()) *
(h_data_clone->GetXaxis()->GetFirst() - 1);
float lastxbin = h_data_clone->GetXaxis()->GetBinCenter(h_data_clone->GetXaxis()->GetNbins());
double x1 = 0;
double x2 = lastxbin + h_data_clone->GetXaxis()->GetBinWidth(h_data_clone->GetXaxis()->GetNbins())/2.;
if (h_data_clone->GetXaxis()->GetBinCenter(0) <= 0)
x1 = h_data_clone->GetXaxis()->GetBinCenter(0) + h_data_clone->GetXaxis()->GetBinWidth(0)/2. + startxbin;
else
x1 = h_data_clone->GetXaxis()->GetBinCenter(0) - h_data_clone->GetXaxis()->GetBinWidth(0)/2. - startxbin;
}
} // close for loop inputRootFile
TFile *hfile = (TFile*)gROOT->FindObject(HistosOutputRootFile.c_str());
if (hfile) {hfile->Close();}
hfile = new TFile(HistosOutputRootFile.c_str(),"UPDATE");
for (int o = 0; o < inputHistoName.size(); o++)
{
if ( c->GetName() == inputHistoName.at(o) )
{
string save = configFilePath+"/"+inputHistoName.at(o)+".pdf";
c->SaveAs(save.c_str());
c->Write();
break;
}
}
hfile->Close();
c->Close();
} // close foor loop numHistos
} // close if numHistos % inputRootFile.size() == 0
} // close makePlots function
void plotphi(int top, bool phi=kFALSE){
if (setup("vm","","pol__")==kFALSE) return;
gStyle->SetOptFit(1111); //pcev = 1111
//gStyle->SetTitleW(1.5);
int itop = top-1;
TFile* fy = _fyexp[itop];
int nq2wbins = fy->GetNkeys();
TIter nextkey(fy->GetListOfKeys());
TKey *key;
int iq2wbin = 0;
while (key = (TKey*)nextkey()) {
TString Q2Wdirname = key->GetName();
if(Q2Wdirname.EqualTo("hYW_Dir") || Q2Wdirname.EqualTo("hYW"))continue;
cout << "Q2Wdirname = " << Q2Wdirname << endl;
THStack* hs[10];
TF1 *fphi = new TF1("fphi", "([0] + [1]*cos(x*TMath::DegToRad()) + [2]*cos(2*x*TMath::DegToRad()) + [3]*sin(x*TMath::DegToRad()))",0, 360);
fphi->SetParameter(0,1);
fphi->SetParameter(1,10);
fphi->SetParameter(2,20);
fphi->SetParameter(3,100);
fphi->SetParName(0, "A");
fphi->SetParName(1, "B");
fphi->SetParName(2, "C");
fphi->SetParName(3, "hPR");
for (int i = 0; i < 10; i++)
{
TString hname_unp = TString::Format("%s/hPhi/Varset1/theta/hphi_%02d",Q2Wdirname.Data(),i+1);
TString hname_pos = TString::Format("%s/hPhi_POS/Varset1/theta/hphi_%02d",Q2Wdirname.Data(),i+1);
TString hname_neg = TString::Format("%s/hPhi_NEG/Varset1/theta/hphi_%02d",Q2Wdirname.Data(),i+1);
cout << "hname_unp = " << hname_unp << endl;
cout << "hname_pos = " << hname_pos << endl;
cout << "hname_neg = " << hname_neg << endl;
TH1D* hunp = (TH1D*)fy->Get(hname_unp);
TH1D* hpos = (TH1D*)fy->Get(hname_pos);
TH1D* hneg = (TH1D*)fy->Get(hname_neg);
if (hunp==NULL || hpos==NULL || hneg==NULL) cout << "histogram not found" << endl;
hunp->SetLineColor(kBlack);
hpos->SetLineColor(kRed);
hneg->SetLineColor(kBlue);
hunp->Fit(fphi);
hpos->Fit(fphi);
hneg->Fit(fphi);
//! Modify titles
TObjArray *tarr;
char t[100];
TPaveText *ptunp = new TPaveText(0.0, 0.9, 1.0, 1, "NDC");
TString tunp = hunp->GetTitle();
tarr = tunp.Tokenize("|");
sprintf(t, "%s:%s:%s", tarr->At(1)->GetName(), tarr->At(2)->GetName(), tarr->At(3)->GetName());
ptunp->AddText(tarr->At(0)->GetName());
ptunp->AddText(t);
hunp->SetTitle("");
TPaveText *ptpos = new TPaveText(0.0, 0.9, 1.0, 1, "NDC");
TString tpos = hpos->GetTitle();
tarr = tpos.Tokenize("|");
sprintf(t, "%s:%s:%s", tarr->At(1)->GetName(), tarr->At(2)->GetName(), tarr->At(3)->GetName());
ptpos->AddText(tarr->At(0)->GetName());
ptpos->AddText(t);
hpos->SetTitle("");
TPaveText *ptneg = new TPaveText(0.0, 0.9, 1.0, 1, "NDC");
TString tneg = hneg->GetTitle();
tarr = tneg.Tokenize("|");
sprintf(t, "%s:%s:%s", tarr->At(1)->GetName(), tarr->At(2)->GetName(), tarr->At(3)->GetName());
ptneg->AddText(tarr->At(0)->GetName());
ptneg->AddText(t);
hneg->SetTitle("");
//! Draw histograms
TCanvas *c = new TCanvas(hpos->GetName(),hpos->GetName(),900, 600);
c->Divide(3,1);
c->cd(1);
hunp->Draw();
ptunp->Draw();
c->cd(2);
hpos->Draw();
ptpos->Draw();
c->cd(3);
hneg->Draw();
ptneg->Draw();
TString dir = TString::Format("./polobs/top%d/%s/Varset1/theta", top, Q2Wdirname.Data());
gSystem->mkdir(dir,1);
c->SaveAs(TString::Format("%s/%s.png", dir.Data(), c->GetName()));
c->Close();
c->Delete();
}
}
}
void DrawVariable(TString DIR,TString VAR,float LUMI,bool LOG,int REBIN,float XMIN,float XMAX,TString XTITLE,bool isINT,int XNDIV,bool PRINT)
{
gROOT->ForceStyle();
const int N = 14;
TString SAMPLE[N] = {
"JetHT",
"TT_TuneCUETP8M1_13TeV-powheg-pythia8",
"WJetsToQQ_HT180_13TeV-madgraphMLM-pythia8",
"DYJetsToQQ_HT180_13TeV-madgraphMLM-pythia8",
"ST_t-channel_top_4f_inclusiveDecays_13TeV-powhegV2-madspin-pythia8_TuneCUETP8M1",
"ST_t-channel_antitop_4f_inclusiveDecays_13TeV-powhegV2-madspin-pythia8_TuneCUETP8M1",
"ST_tW_top_5f_inclusiveDecays_13TeV-powheg-pythia8_TuneCUETP8M1",
"ST_tW_antitop_5f_inclusiveDecays_13TeV-powheg-pythia8_TuneCUETP8M1",
"QCD_HT300to500_TuneCUETP8M1_13TeV-madgraphMLM-pythia8",
"QCD_HT500to700_TuneCUETP8M1_13TeV-madgraphMLM-pythia8",
"QCD_HT700to1000_TuneCUETP8M1_13TeV-madgraphMLM-pythia8",
"QCD_HT1000to1500_TuneCUETP8M1_13TeV-madgraphMLM-pythia8",
"QCD_HT1500to2000_TuneCUETP8M1_13TeV-madgraphMLM-pythia8",
"QCD_HT2000toInf_TuneCUETP8M1_13TeV-madgraphMLM-pythia8"
};
float XSEC[N] = {1.0,0.5*832,3539,1460.,136.02,80.95,35.6,35.6,3.67e+5,2.94e+4,6.524e+03,1.064e+03,121.5,2.542e+01};
TFile *inf[N];
TH1F *h[N];
TCanvas *can = new TCanvas("DataVsMC_"+DIR+"_"+VAR,"DataVsMC_"+DIR+"_"+VAR,900,600);
can->SetRightMargin(0.15);
for(int i=0;i<N;i++) {
inf[i] = TFile::Open("Histo_"+SAMPLE[i]+".root");
h[i] = (TH1F*)inf[i]->Get(DIR+"/hWt_"+VAR);
if (!h[i]) {
cout<<"Histogram "<<"hWt_"+VAR<<" does not exist !!!"<<endl;
break;
}
h[i]->SetDirectory(0);
h[i]->Sumw2();
h[i]->Rebin(REBIN);
h[i]->SetLineWidth(1);
h[i]->SetLineColor(kBlack);
if (i>0) {
float norm = ((TH1F*)inf[i]->Get("eventCounter/GenEventWeight"))->GetSumOfWeights();
//cout<<SAMPLE[i]<<" "<<norm<<endl;
h[i]->Scale(LUMI*XSEC[i]/norm);
}
inf[i]->Close();
}
TH1F *hQCD = (TH1F*)h[8]->Clone("hQCD");
for(int i=9;i<N;i++) {
hQCD->Add(h[i]);
}
TH1F *hST = (TH1F*)h[4]->Clone("hST");
hST->Add(h[5]);
hST->Add(h[6]);
hST->Add(h[7]);
h[0]->SetLineWidth(2);//data
hQCD->SetFillColor(kBlue-10);//QCD
h[1]->SetFillColor(kOrange);//ttbar
h[2]->SetFillColor(kGreen-10);//WJets
h[3]->SetFillColor(kGreen-8);//ZJets
hST->SetFillColor(kOrange-1);//ST
float kfactor = 1.0;
if (hQCD->Integral() > 0) {
kfactor = (h[0]->Integral()-h[1]->Integral()-h[2]->Integral()-h[3]->Integral()-hST->Integral())/hQCD->Integral();
}
hQCD->Scale(kfactor);
TH1F *hBkg = (TH1F*)hQCD->Clone("hBkg");
hBkg->Add(h[1]);
hBkg->Add(h[2]);
hBkg->Add(h[3]);
hBkg->Add(h[4]);
hBkg->Add(hST);
//hBkg->SetFillColor(kGray);
cout<<"======== "<<VAR<<"====================="<<endl;
cout<<"Data events: "<<h[0]->Integral()<<endl;
cout<<"QCD events: "<<hQCD->Integral()<<endl;
cout<<"WJets events: "<<h[2]->Integral()<<endl;
cout<<"ZJets events: "<<h[3]->Integral()<<endl;
cout<<"ST events: "<<hST->Integral()<<endl;
cout<<"TTbar events: "<<h[1]->Integral()<<endl;
cout<<"kfactor: "<<kfactor<<endl;
THStack *hs = new THStack("hs","hs");
if (LOG) {
hs->Add(h[2]);
hs->Add(h[3]);
hs->Add(hST);
hs->Add(hQCD);
hs->Add(h[1]);
}
else {
hs->Add(h[3]);
hs->Add(hST);
hs->Add(h[2]);
hs->Add(hQCD);
hs->Add(h[1]);
}
TH1F *hRatio = (TH1F*)h[0]->Clone("Ratio");
hRatio->SetLineWidth(2);
hRatio->Divide(hBkg);
TLegend *leg = new TLegend(0.86,0.7,0.99,0.9);
leg->SetFillColor(0);
leg->SetTextFont(42);
leg->SetTextSize(0.03);
leg->AddEntry(hQCD,"QCD","F");
leg->AddEntry(h[1],"TTbar","F");
leg->AddEntry(hST,"ST","F");
leg->AddEntry(h[2],"WJets","F");
leg->AddEntry(h[3],"ZJets","F");
can->SetBottomMargin(0.25);
TH1F *hAux = (TH1F*)h[0]->Clone("aux");
hAux->Reset();
hAux->GetXaxis()->SetNdivisions(XNDIV);
if (isINT) {
hAux->GetXaxis()->CenterLabels();
}
hAux->GetYaxis()->SetRangeUser(0.5,1.1*TMath::Max(hBkg->GetBinContent(hBkg->GetMaximumBin()),h[0]->GetBinContent(h[0]->GetMaximumBin())));
if (LOG) {
gPad->SetLogy();
hAux->GetYaxis()->SetRangeUser(0.5,2*TMath::Max(hBkg->GetBinContent(hBkg->GetMaximumBin()),h[0]->GetBinContent(h[0]->GetMaximumBin())));
}
hAux->GetXaxis()->SetRangeUser(XMIN,XMAX);
hAux->GetYaxis()->SetTitle(TString::Format("Number of events / %1.2f fb^{-1}",LUMI/1000));
hAux->GetXaxis()->SetTitle("");
hAux->GetXaxis()->SetLabelSize(0.0);
hAux->Draw();
hs->Draw("hist same");
//hBkg->Draw("sames hist");
h[0]->Draw("sames E");
leg->Draw();
gPad->RedrawAxis();
TPad *pad = new TPad("pad","pad",0.,0.,1.,1.);
pad->SetTopMargin(0.77);
pad->SetRightMargin(0.15);
pad->SetFillColor(0);
pad->SetFillStyle(0);
pad->Draw();
pad->cd(0);
pad->SetGridy();
hRatio->GetXaxis()->SetTitleOffset(0.95);
hRatio->GetYaxis()->SetTitleOffset(1.5);
hRatio->GetYaxis()->SetTickLength(0.06);
hRatio->GetYaxis()->SetTitleSize(0.03);
hRatio->GetYaxis()->SetLabelSize(0.03);
hRatio->GetYaxis()->SetTitle("Data/MC");
hRatio->GetXaxis()->SetTitle(XTITLE);
hRatio->GetXaxis()->SetRangeUser(XMIN,XMAX);
hRatio->GetYaxis()->SetRangeUser(0.5,1.5);
hRatio->GetYaxis()->SetNdivisions(505);
hRatio->GetXaxis()->SetNdivisions(XNDIV);
if (isINT) {
hRatio->GetXaxis()->CenterLabels();
}
hRatio->Draw();
if (PRINT) {
can->Print("plots/"+TString(can->GetName())+".pdf");
can->Print("plots/"+TString(can->GetName())+".png");
}
}
void metDistribution(const Int_t signalRegion_flag = 1) {
// if signalRegion_flag == 1 (default), will do met distribution in the monojet signal region, else it will do the control region
gROOT->SetStyle("Plain"); // to have white legend (on my pc it's already white, but in tier2 it appears grey)
gStyle->SetFillColor(10);
string plotDirectoryPath = "/cmshome/ciprianim/CMSSW721/pdfsFromAnalysis/plots/monojet/met_distribution/";
//string plotDirectoryPath = "./";
string plotFileExtension = ".pdf";
string suffix = "_mumu";
TH1D* hmet = NULL;
vector<TH1D*> hMCmetNoLep;
vector<string> sampleName;
vector<string> MC_TexLabel;
setSampleName(signalRegion_flag, sampleName, MC_TexLabel);
Int_t nFiles = (Int_t)sampleName.size();
vector<Int_t> histColor;
setHistColor(histColor, nFiles);
string filenameBase;
string canvasName;
if (signalRegion_flag == 1) {
filenameBase = "monojet_SR_spring15_25ns_";
canvasName = "metDistribution_monojetSR";
} else {
filenameBase = "zmumujets_CS_spring15_25ns_";
canvasName = "metDistribution_zjetsCS" + suffix;
}
string filenameExtension = ".root";
vector<string> MCfileName;
for (Int_t i = 0; i < nFiles; i++){
MCfileName.push_back(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;
hmet = (TH1D*)f->Get("HYieldsMetBin");
if (!hmet) {
cout << "Error: histogram not found in file ' " << MCfileName[i] << "'. End of programme." << endl;
exit(EXIT_FAILURE);
}
hMCmetNoLep.push_back( (TH1D*)hmet->Clone() );
}
THStack* hstack_metNoLep = new THStack("hstack_metNoLep","");
for (Int_t j = 0; j < nFiles; j++) {
for (Int_t i = 1; i <= hMCmetNoLep[j]->GetNbinsX(); i++) {
hMCmetNoLep[j]->SetBinError(i,sqrt(hMCmetNoLep[j]->GetBinContent(i)));
}
hMCmetNoLep[j]->SetFillColor(histColor[j]);
hstack_metNoLep->Add(hMCmetNoLep[j]);
}
// 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 = new TCanvas(canvasName.c_str(),"met distribution");
c->SetLogy();
TLegend *leg = new TLegend(0.6,0.55,0.89,0.89);
// subpad_1 = new TPad("pad_1","",0.0,0.28,1.0,1.0);
// //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();
hstack_metNoLep->Draw("HIST");
//hstack_metNoLep->SetMinimum(0.3);
//hstack_metNoLep->SetMaximum(4000.0);
TH1D* stackCopy = (TH1D*)(((TH1D*)hstack_metNoLep->GetStack()->Last())->DrawCopy("E2 SAME"));
stackCopy->SetFillColor(kBlack);
stackCopy->SetFillStyle(3017);
hstack_metNoLep->GetXaxis()->SetTitle("#slash{E}_{T} [GeV]");
hstack_metNoLep->GetXaxis()->SetTitleSize(0.06);
hstack_metNoLep->GetXaxis()->SetTitleOffset(0.6);
hstack_metNoLep->GetYaxis()->SetTitle("events");
hstack_metNoLep->GetYaxis()->SetTitleSize(0.06);
hstack_metNoLep->GetYaxis()->SetTitleOffset(0.8);
hstack_metNoLep->GetYaxis()->CenterTitle();
for (Int_t j = (nFiles-1); j >= 0; j--) {
leg->AddEntry(hMCmetNoLep[j],Form("%s",MC_TexLabel[j].c_str()),"lf");
}
gStyle->SetStatStyle(0);
leg->Draw();
leg->SetMargin(0.3);
leg->SetBorderSize(0);
// subpad_2->cd();
// ratioplot = new TH1D(*hratio);
// ratioplot->Divide(hBRratioOverAxe);
// ratioplot->SetStats(0);
// ratioplot->GetXaxis()->SetLabelSize(0.10);
// ratioplot->GetXaxis()->SetTitle("#slash{E}_{T} [GeV]");
// ratioplot->GetXaxis()->SetTitleSize(0.15);
// ratioplot->GetXaxis()->SetTitleOffset(0.8);
// ratioplot->GetYaxis()->SetLabelSize(0.10);
// ratioplot->GetYaxis()->SetTitle("ratio");
// ratioplot->GetYaxis()->SetTitleSize(0.15);
// ratioplot->GetYaxis()->SetTitleOffset(0.3);
// ratioplot->GetYaxis()->CenterTitle();
// ratioplot->GetYaxis()->SetRangeUser(0.5,1.5);
// ratioplot->GetYaxis()->SetNdivisions(011);
// ratioplot->DrawCopy("HE");
// ratioplot->SetMarkerStyle(8); //medium dot
c->SaveAs( (plotDirectoryPath + c->GetName() + plotFileExtension).c_str() );
}
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");
}
}
void CreateBkgTemplates(float XMIN, float XMAX, TString OUTPATH, bool MERGE)
{
gROOT->ProcessLineSync(".x ../common/styleCMSTDR.C");
gROOT->ForceStyle();
RooMsgService::instance().setSilentMode(kTRUE);
for(int i=0;i<2;i++) {
RooMsgService::instance().setStreamStatus(i,kFALSE);
}
const int NSEL(2);
if (!MERGE) {const int NCAT[NSEL] = {4,3};}
else {const int NCAT[NSEL] = {4,2};}
if (!MERGE) {const double MVA_BND[NSEL][NCAT[0]+1] = {{-0.6,0.0,0.7,0.84,1},{-0.1,0.4,0.8,1}};}
else {const double MVA_BND[NSEL][NCAT[0]+1] = {{-0.6,0.0,0.7,0.84,1},{-0.1,0.4,1}};}
float LUMI[2] = {19784,18281};
TString SELECTION[2] = {"NOM","VBF"};
TString SELNAME[2] = {"NOM","PRK"};
TString MASS_VAR[2] = {"mbbReg[1]","mbbReg[2]"};
TString TRIG_WT[2] = {"trigWtNOM[1]","trigWtVBF"};
TString PATH("flat/");
TFile *inf[9];
TTree *tr;
TH1F *hMbb[9],*hMbbYield[9],*hPass;
TH1F *hZ,*hW,*hTT,*hST,*hTop;
TH1F *hZYield,*hWYield,*hTTYield,*hSTYield,*hTopYield;
char name[1000];
float LUMI;
float XSEC[9] = {56.4,11.1,3.79,30.7,11.1,1.76,245.8,650,1.2*1205};
RooDataHist *roohist_Z[5],*roohist_T[5];
RooRealVar *kJES[10],*kJER[10];
RooWorkspace *w = new RooWorkspace("w","workspace");
TString tMERGE = MERGE ? "_CATmerge56" : "";
//RooRealVar x("mbbReg","mbbReg",XMIN,XMAX);
int counter(0);
for(int isel=0;isel<NSEL;isel++) {
inf[0] = TFile::Open(PATH+"Fit_T_t-channel_sel"+SELECTION[isel]+".root");
inf[1] = TFile::Open(PATH+"Fit_T_tW-channel_sel"+SELECTION[isel]+".root");
inf[2] = TFile::Open(PATH+"Fit_T_s-channel_sel"+SELECTION[isel]+".root");
inf[3] = TFile::Open(PATH+"Fit_Tbar_t-channel_sel"+SELECTION[isel]+".root");
inf[4] = TFile::Open(PATH+"Fit_Tbar_tW-channel_sel"+SELECTION[isel]+".root");
inf[5] = TFile::Open(PATH+"Fit_Tbar_s-channel_sel"+SELECTION[isel]+".root");
inf[6] = TFile::Open(PATH+"Fit_TTJets_sel"+SELECTION[isel]+".root");
inf[7] = TFile::Open(PATH+"Fit_ZJets_sel"+SELECTION[isel]+".root");
inf[8] = TFile::Open(PATH+"Fit_WJets_sel"+SELECTION[isel]+".root");
TCanvas *canZ = new TCanvas("canZ_"+SELECTION[isel],"canZ_"+SELECTION[isel],900,600);
TCanvas *canT = new TCanvas("canT_"+SELECTION[isel],"canT_"+SELECTION[isel],900,600);
canZ->Divide(2,2);
canT->Divide(2,2);
TCanvas *can = new TCanvas();
sprintf(name,"CMS_vbfbb_scale_mbb_sel%s",SELECTION[isel].Data());
kJES[isel] = new RooRealVar(name,name,1.0);
sprintf(name,"CMS_vbfbb_res_mbb_sel%s",SELECTION[isel].Data());
kJER[isel] = new RooRealVar(name,name,1.0);
kJES[isel]->setConstant(kTRUE);
kJER[isel]->setConstant(kTRUE);
for(int icat=0;icat<NCAT[isel];icat++) {
if (MERGE && SELECTION[isel]=="VBF" && icat==1) counter = 56;
/*
sprintf(name,"CMS_vbfbb_scale_mbb_CAT%d",counter);
kJES[counter] = new RooRealVar(name,name,1.0);
sprintf(name,"CMS_vbbb_res_mbb_CAT%d",counter);
kJER[counter] = new RooRealVar(name,name,1.0);
kJES[counter]->setConstant(kTRUE);
kJER[counter]->setConstant(kTRUE);
*/
for(int i=0;i<9;i++) {
hPass = (TH1F*)inf[i]->Get("TriggerPass");
sprintf(name,"Hbb/events",icat);
tr = (TTree*)inf[i]->Get(name);
sprintf(name,"puWt[0]*%s*(mva%s>%1.2f && mva%s<=%1.2f)",TRIG_WT[isel].Data(),SELECTION[isel].Data(),MVA_BND[isel][icat],SELECTION[isel].Data(),MVA_BND[isel][icat+1]);
TCut cut(name);
int NBINS(20);
//if (icat > 1 && icat<=2) NBINS = 20;
if (icat > 2) NBINS = 12;
sprintf(name,"hMbb%d_sel%s_CAT%d",i,SELECTION[isel].Data(),icat);
hMbb[i] = new TH1F(name,name,NBINS,XMIN,XMAX);
hMbb[i]->Sumw2();
can->cd();
tr->Draw(MASS_VAR[isel]+">>"+hMbb[i]->GetName(),cut);
sprintf(name,"hMbbYield%d_sel%s_CAT%d",i,SELECTION[isel].Data(),icat);
hMbbYield[i] = new TH1F(name,name,NBINS,XMIN,XMAX);
hMbbYield[i]->Sumw2();
tr->Draw(MASS_VAR[isel]+">>"+hMbbYield[i]->GetName(),cut);
hMbbYield[i]->Scale(LUMI[isel]*XSEC[i]/hPass->GetBinContent(1));
}
hZ = (TH1F*)hMbb[7]->Clone("Z");
hW = (TH1F*)hMbb[8]->Clone("W");
hTT = (TH1F*)hMbb[6]->Clone("TT");
hST = (TH1F*)hMbb[0]->Clone("ST");
hST->Add(hMbb[1]);
hST->Add(hMbb[2]);
hST->Add(hMbb[3]);
hST->Add(hMbb[4]);
hST->Add(hMbb[5]);
hTop = (TH1F*)hTT->Clone("Top");
hTop->Add(hST);
//hZ->Add(hW);
hZYield = (TH1F*)hMbbYield[7]->Clone("ZYield");
hWYield = (TH1F*)hMbbYield[8]->Clone("WYield");
hTTYield = (TH1F*)hMbbYield[6]->Clone("TTYield");
hSTYield = (TH1F*)hMbbYield[0]->Clone("STYield");
hSTYield->Add(hMbbYield[1]);
hSTYield->Add(hMbbYield[2]);
hSTYield->Add(hMbbYield[3]);
hSTYield->Add(hMbbYield[4]);
hSTYield->Add(hMbbYield[5]);
hTopYield = (TH1F*)hTTYield->Clone("TopYield");
hTopYield->Add(hSTYield);
hZYield->Add(hWYield);
RooRealVar x("mbbReg_"+TString::Format("CAT%d",counter),"mbbReg_"+TString::Format("CAT%d",counter),XMIN,XMAX);
sprintf(name,"yield_ZJets_CAT%d",counter);
RooRealVar *YieldZ = new RooRealVar(name,name,hZYield->Integral());
sprintf(name,"yield_WJets_CAT%d",counter);
RooRealVar *YieldW = new RooRealVar(name,name,hWYield->Integral());
sprintf(name,"yield_Top_CAT%d",counter);
RooRealVar *YieldT = new RooRealVar(name,name,hTopYield->Integral());
sprintf(name,"yield_TT_CAT%d",counter);
RooRealVar *YieldTT = new RooRealVar(name,name,hTTYield->Integral());
sprintf(name,"yield_ST_CAT%d",counter);
RooRealVar *YieldST = new RooRealVar(name,name,hSTYield->Integral());
sprintf(name,"roohist_Z_CAT%d",counter);
roohist_Z[icat] = new RooDataHist(name,name,x,hZ);
sprintf(name,"Z_mean_CAT%d",counter);
RooRealVar mZ(name,name,95,80,110);
sprintf(name,"Z_sigma_CAT%d",counter);
RooRealVar sZ(name,name,12,9,20);
sprintf(name,"Z_mean_shifted_CAT%d",counter);
RooFormulaVar mZShift(name,"@0*@1",RooArgList(mZ,*(kJES[isel])));
sprintf(name,"Z_sigma_shifted_CAT%d",counter);
RooFormulaVar sZShift(name,"@0*@1",RooArgList(sZ,*(kJER[isel])));
sprintf(name,"Z_a_CAT%d",counter);
RooRealVar aZ(name,name,-1,-10,10);
sprintf(name,"Z_n_CAT%d",counter);
RooRealVar nZ(name,name,1,0,10);
RooRealVar Zb0("Z_b0_CAT"+TString::Format("%d",counter),"Z_b0_CAT"+TString::Format("%d",counter),0.5,0,1.);
RooRealVar Zb1("Z_b1_CAT"+TString::Format("%d",counter),"Z_b1_CAT"+TString::Format("%d",counter),0.5,0,1.);
RooRealVar Zb2("Z_b2_CAT"+TString::Format("%d",counter),"Z_b2_CAT"+TString::Format("%d",counter),0.5,0,1.);
RooBernstein Zbkg("Z_bkg_CAT"+TString::Format("%d",counter),"Z_bkg_CAT"+TString::Format("%d",counter),x,RooArgSet(Zb0,Zb1,Zb2));
RooRealVar fZsig("fZsig_CAT"+TString::Format("%d",counter),"fZsig_CAT"+TString::Format("%d",counter),0.7,0.,1.);
RooCBShape Zcore("Zcore_CAT"+TString::Format("%d",counter),"Zcore_CAT"+TString::Format("%d",counter),x,mZShift,sZShift,aZ,nZ);
RooAddPdf modelZ("Z_model_CAT"+TString::Format("%d",counter),"Z_model_CAT"+TString::Format("%d",counter),RooArgList(Zcore,Zbkg),fZsig);
RooFitResult *resZ = modelZ.fitTo(*roohist_Z[icat],RooFit::Save(),RooFit::SumW2Error(kFALSE),"q");
canZ->cd(icat+1);
RooPlot* frame = x.frame();
roohist_Z[icat]->plotOn(frame);
modelZ.plotOn(frame,RooFit::LineWidth(2));
frame->GetXaxis()->SetTitle("M_{bb} (GeV)");
frame->Draw();
TPaveText *pave = new TPaveText(0.7,0.76,0.9,0.9,"NDC");
pave->SetTextAlign(11);
pave->SetFillColor(0);
pave->SetBorderSize(0);
pave->SetTextFont(62);
pave->SetTextSize(0.045);
pave->AddText(TString::Format("%s selection",SELNAME[isel].Data()));
pave->AddText(TString::Format("CAT%d",counter));
TText *lastline = pave->AddText("Z template");
pave->SetY1NDC(pave->GetY2NDC()-0.055*3);
TPaveText *paveorig = (TPaveText*)pave->Clone();
paveorig->Draw();
sprintf(name,"roohist_T_CAT%d",counter);
if (icat < 3) {
roohist_T[icat] = new RooDataHist(name,name,x,hTopYield);
}
else {
roohist_T[icat] = new RooDataHist(name,name,x,hSTYield);
}
sprintf(name,"Top_mean_CAT%d",counter);
RooRealVar mT(name,name,130,0,200);
sprintf(name,"Top_sigma_CAT%d",counter);
RooRealVar sT(name,name,50,0,200);
sprintf(name,"Top_mean_shifted_CAT%d",counter);
RooFormulaVar mTShift(name,"@0*@1",RooArgList(mT,*(kJES[isel])));
sprintf(name,"Top_sigma_shifted_CAT%d",counter);
RooFormulaVar sTShift(name,"@0*@1",RooArgList(sT,*(kJER[isel])));
sprintf(name,"Top_model_CAT%d",counter);
RooGaussian *modelT = new RooGaussian(name,name,x,mTShift,sTShift);
RooFitResult *resT = modelT->fitTo(*roohist_T[icat],Save(),SumW2Error(kTRUE),"q");
/*
TF1 *tmp_func = new TF1("tmpFunc","gaus",XMIN,XMAX);
tmp_func->SetParameters(1,a0.getVal(),a1.getVal());
if (icat < 3) {
float norm = tmp_func->Integral(XMIN,XMAX)/hTopYield->GetBinWidth(1);
tmp_func->SetParameter(0,hTopYield->Integral()/norm);
}
else {
float norm = tmp_func->Integral(XMIN,XMAX)/hSTYield->GetBinWidth(1);
tmp_func->SetParameter(0,hSTYield->Integral()/norm);
}
*/
canT->cd(icat+1);
RooPlot* frame = x.frame();
roohist_T[icat]->plotOn(frame);
modelT->plotOn(frame,RooFit::LineWidth(2));
//modelT->plotOn(frame,VisualizeError(*resT,1,kTRUE),FillColor(kGray),MoveToBack());
frame->GetXaxis()->SetTitle("M_{bb} (GeV)");
frame->Draw();
//tmp_func->Draw("sameL");
lastline->SetTitle("Top template");
pave->Draw();
mZ.setConstant(kTRUE);
sZ.setConstant(kTRUE);
aZ.setConstant(kTRUE);
nZ.setConstant(kTRUE);
Zb0.setConstant(kTRUE);
Zb1.setConstant(kTRUE);
Zb2.setConstant(kTRUE);
fZsig.setConstant(kTRUE);
mT.setConstant(kTRUE);
sT.setConstant(kTRUE);
w->import(modelZ);
w->import(*modelT);
w->import(*YieldZ);
w->import(*YieldT);
w->import(*YieldTT);
w->import(*YieldST);
YieldZ->Print();
YieldW->Print();
YieldT->Print();
YieldTT->Print();
YieldST->Print();
counter++;
}// category loop
system(TString::Format("[ ! -d %s/ ] && mkdir %s/",OUTPATH.Data(),OUTPATH.Data()).Data());
system(TString::Format("[ ! -d %s/plots ] && mkdir %s/plots",OUTPATH.Data(),OUTPATH.Data()).Data());
system(TString::Format("[ ! -d %s/plots/bkgTemplates ] && mkdir %s/plots/bkgTemplates",OUTPATH.Data(),OUTPATH.Data()).Data());
TString FULLPATH(OUTPATH+"/plots/bkgTemplates");
canT->SaveAs(TString::Format("%s/%s.png",FULLPATH.Data(),canT->GetName()));
canZ->SaveAs(TString::Format("%s/%s.png",FULLPATH.Data(),canZ->GetName()));
canT->SaveAs(TString::Format("%s/%s.pdf",FULLPATH.Data(),canT->GetName()));
canZ->SaveAs(TString::Format("%s/%s.pdf",FULLPATH.Data(),canZ->GetName()));
delete can;
}// selection loop
system(TString::Format("[ ! -d %s/ ] && mkdir %s/",OUTPATH.Data(),OUTPATH.Data()).Data());
system(TString::Format("[ ! -d %s/output ] && mkdir %s/output",OUTPATH.Data(),OUTPATH.Data()).Data());
w->Print();
w->writeToFile(TString::Format("%s/output/bkg_shapes_workspace%s.root",OUTPATH.Data(),tMERGE.Data()).Data());
}
void makePlots (string configFilePath){
if (( inputRootFileNum.size() > 0 ))
{
for (int i=0; i<numHistos; i++)
{
double y_max = 0.0;
TCanvas *c = new TCanvas(theHistNameStrings.at(i).c_str(), "", 81,58,500,602);
TH1* h_num; // histograms for Numerator
TH1* h_den; // histohrams for Denominator
int whichHisto = 0;
TMultiGraph *mg = new TMultiGraph();
for (int j=0;j<inputRootFileNum.size();j++)
{
whichHisto=j*numHistos;
int a = 0;
bool foundHisto = false;
if (theHistNameStrings.at(i) == theHistNameStrings.at(i+whichHisto))
{
foundHisto=true;
a=i;
}
else
{
for (a = 0; a < numHistos; a++)
{
if (theHistNameStrings.at(i) == theHistNameStrings.at(a+whichHisto))
{
foundHisto = true;
break;
}
}
}
//-----------------------------------------------------------
string hist2name = listHistosNum->At(a+whichHisto)->GetName();
if (foundHisto == true)
{
h_num = (TH1*)listHistosNum->At(i+whichHisto);
h_den = (TH1*)listHistosDen->At(a+whichHisto);
TH1F* H_bins_num;
TH1F* H_bins_den;
int id = 0;
for (int k = 0; k < inputXtitle.size(); k++)
{
if (hist2name == inputHistoName.at(k)){
id=k;
}
}
if (inputdifferentBinSize.at(id)==1){
int Nbins = h_num->GetXaxis()->GetNbins();
int arrayD = (int*)inputNbins.at(id);
float *BINS = new float [arrayD];
for (int b = 0; b <= arrayD; b++ )
{
if (b < (arrayD-1))
{
BINS[b] = (float)b*(h_num->GetXaxis()->GetBinWidth(b));
}
else {
BINS[b] = (float)inputBinSize.at(id);
}
}
H_bins_num = new TH1F("h_NUM", "h_NUM", inputNbinMax.at(id), BINS);
H_bins_den = new TH1F("h_DEN", "h_DEN", inputNbinMax.at(id), BINS);
for (int b = 0; b <= (Nbins+1); b++ )
{
H_bins_num->SetBinContent(b, h_num->GetBinContent(b));
H_bins_den->SetBinContent(b, h_den->GetBinContent(b));
}
}
if (inputdifferentBinSize.at(id)==1){
TGraphAsymmErrors* gr1 = new TGraphAsymmErrors( H_bins_num, H_bins_den, "b(1,1) mode" );
} else{
cout << "h_num "<<h_num->GetXaxis()->GetNbins() << " h_den "<<h_den->GetXaxis()->GetNbins()<<endl;
cout << "h_num "<<h_num->Integral() << " h_den "<<h_den->Integral()<<endl;
TGraphAsymmErrors* gr1 = new TGraphAsymmErrors( h_num, h_den, "b(1,1) mode" );
}
int setcolor = inputColor.at(j);
int marker = inputMarkerStyle.at(j);
string processlegend = (inputLegend.at(j)).c_str();
gr1->SetMarkerStyle(marker);
gr1->SetMarkerColor(setcolor);
gr1->SetTitle(processlegend.c_str());
gr1->SetFillStyle(0);
mg->SetTitle(hist2name.c_str());
mg->Add(gr1);
}// close if (foundHisto)
c->cd();
c->SetGrid();
} // close for loop inputRootFile
mg->Draw("APsame");
for (int k = 0; k < inputXtitle.size(); k++)
{
if (hist2name == inputHistoName.at(k))
{
mg->GetXaxis()->SetTitle((inputXtitle.at(k)).c_str());
mg->GetYaxis()->SetTitle((inputYtitle.at(k)).c_str());
mg->GetXaxis()->SetTitleSize(0.05);
mg->GetYaxis()->SetTitleSize(0.05);
mg->SetMaximum((float)inputYrangeMax.at(k));
}
}
c->Update();
TLegend* legend = c->BuildLegend(0.55,0.8,0.90,0.94);
//TLegend *legend = new TLegend(0.2, 0.85-.035*inputLegend.size(), 0.5, 0.90,NULL,"brNDC");
legend->SetTextFont(42);
legend->SetLineColor(1);
legend->SetLineStyle(1);
legend->SetLineWidth(1);
legend->SetFillColor(0);
legend->SetFillStyle(1001);
legend->SetBorderSize(0);
legend->SetFillColor(kWhite);
TFile *hfile = (TFile*)gROOT->FindObject(HistosOutputRootFile.c_str());
if (hfile) {hfile->Close();}
hfile = new TFile(HistosOutputRootFile.c_str(),"UPDATE");
for (int o = 0; o < inputHistoName.size(); o++)
{
if ( c->GetName() == inputHistoName.at(o) )
{
string save = configFilePath+"/"+inputHistoName.at(o)+".pdf";
c->SaveAs(save.c_str());
c->Write();
break;
}
}
hfile->Close();
c->Close();
} // close foor loop numHistos
} // close if numHistos % inputRootFile.size() == 0
} // close makePlots function
void zlljets_ZpT_recoGenAna(const string fmumuName = "zmumujets_resoResp_noSkim_light.root", const string feeName = "zeejets_resoResp_noSkim_light.root", const char* suffix = "") {
TH1::SetDefaultSumw2();
string plotDirectoryPath = "/cmshome/ciprianim/CMSSW721/pdfsFromAnalysis/plots/ZtoLLSamples/ZpTAnalysis/";
//string plotDirectoryPath = "./tmpPlots/"; used when working in my pc
string plotFileExtension = ".pdf";
// index 0 of array is for muons, index 1 is for electrons, thus recoZpt[0] refers to Z->mumu ((maybe it will be better to change it)
vector<string> fileName;
fileName.push_back(fmumuName);
fileName.push_back(feeName);
vector<string> sample;
sample.push_back("Z(#mu#mu)+jets");
sample.push_back("Z(ee)+jets");
vector<TH1D*> hZpTreco;
vector<TH1D*> hZpTgen;
vector<TH1D*> hZpTrecoGenRatio;
vector<TH1D*> hZpTrecoGenRatio_pdf;
Int_t nFiles = (Int_t)fileName.size();
Int_t histColor[] = {kBlue,kOrange,kRed,kGreen};
Double_t zptStart = 400.0;
Double_t zptEnd = 800.0;
TH1D *HZtoLLPt_RecoGenRatio_pdf_inRange[2];
for(Int_t i = 0; i < 2; i++) {
HZtoLLPt_RecoGenRatio_pdf_inRange[i] = new TH1D(Form("HZtoLLPt_RecoGenRatio_pdf_%d_Zpt%2.0lfTo%2.0lf",i+1,zptStart,zptEnd),"",100,0.5,1.5);
}
for(Int_t i = 0; i < nFiles; i++) {
cout<<"fileName : "<<fileName[i]<<endl;
TFile* f = TFile::Open(fileName[i].c_str(),"READ");
if (!f || !f->IsOpen()) {
cout<<"*******************************"<<endl;
cout<<"Error opening file \""<<fileName[i]<<"\".\nApplication will be terminated."<<endl;
cout<<"*******************************"<<endl;
exit(EXIT_FAILURE);
}
hZpTreco.push_back((TH1D*)f->Get("HZtoLLRecoPt"));
hZpTgen.push_back((TH1D*)f->Get("HZtoLLGenPt"));
hZpTrecoGenRatio.push_back((TH1D*)f->Get("HZtoLLPt_RecoGenRatio"));
hZpTrecoGenRatio_pdf.push_back((TH1D*)f->Get("HZtoLLPt_RecoGenRatio_pdf"));
if ( !(hZpTreco[i] && hZpTgen[i] && hZpTrecoGenRatio[i] && hZpTrecoGenRatio_pdf[i] ) ) {
cout << "Error: could not get histograms from file " << fileName[i] << endl;
exit(EXIT_FAILURE);
}
}
Int_t startingBin = hZpTrecoGenRatio[0]->FindBin(zptStart) ; // will consider ratio pdf for Zpt > 600 GeV (they should be equal for Z->ee and Z->nunu)
Int_t endingBin = hZpTrecoGenRatio[0]->FindBin(zptEnd) ; // will consider ratio pdf for Zpt < 1000 GeV (they should be equal for Z->ee and Z->nunu)
cout << "ZpT bins from "<<startingBin<<" to "<<endingBin<< endl;
for (Int_t j = 0; j < 2; j++) {
for (Int_t i = startingBin; i < endingBin; i++) {
HZtoLLPt_RecoGenRatio_pdf_inRange[j]->Fill(hZpTrecoGenRatio[j]->GetBinContent(i));
}
HZtoLLPt_RecoGenRatio_pdf_inRange[j]->Scale(1./HZtoLLPt_RecoGenRatio_pdf_inRange[j]->Integral(0,1 + HZtoLLPt_RecoGenRatio_pdf_inRange[j]->GetNbinsX()));
} // note that this distribution will be almost empty because it's the distribution of the mean of various ZpT points.
//cout << " **************** check ************** " << endl;
for (Int_t j = 0; j < nFiles; j++) {
hZpTreco[j]->SetStats(kFALSE); // to avoid drawing statistic box
hZpTreco[j]->SetLineColor(histColor[j]);
// no need to use TH1::Scale() between reco and gen of Z->mumu or Z->ee, because histogram are filled for the same set of events, so integral
// should be the same in principle
//hZpTreco[j]->SetFillColorAlpha(histColor[j], 0.80);
hZpTgen[j]->SetStats(kFALSE); // to avoid drawing statistic box
hZpTgen[j]->SetLineColor(histColor[j+2]);
hZpTrecoGenRatio[j]->SetStats(kFALSE);
//hZpTrecoGenRatio[j]->SetLineColor(histColor[j]);
hZpTrecoGenRatio_pdf[j]->SetStats(kFALSE);
hZpTrecoGenRatio_pdf[j]->SetLineColor(histColor[j+2]);
HZtoLLPt_RecoGenRatio_pdf_inRange[j]->SetStats(kFALSE);
HZtoLLPt_RecoGenRatio_pdf_inRange[j]->SetLineColor(histColor[j*2]);
}
TPad *subpad1 = NULL; // will use it to access specific subpad in canvas
TPad *subpad2 = NULL;
TCanvas *cZtomumuPtRecoGen = new TCanvas("cZtomumuPtRecoGen","",700,700);
TLegend *legZtomumuPtRecoGen = new TLegend(0.70,0.7,0.89,0.89);
subpad1 = new TPad("pad1","",0.0,0.36,1.0,1.0);
subpad1->SetLogy();
subpad1->SetBottomMargin(0);
subpad2 = new TPad("pad2","",0.0,0.0,1.0,0.36);
subpad2->SetGrid();
subpad2->SetTopMargin(0);
subpad2->SetBottomMargin(0.2);
subpad1->Draw();
subpad2->Draw();
//cout <<"Drawing histograms and ratio"<<endl;
subpad1->cd();
// hZpTreco[0]->GetXaxis()->SetTitle("Z_{pT}[GeV]");
// hZpTreco[0]->GetXaxis()->SetTitleSize(0.04);
//hZpTreco[0]->GetXaxis()->SetLabelSize(0.04);
hZpTreco[0]->GetYaxis()->SetTitle("# events");
hZpTreco[0]->GetYaxis()->SetTitleSize(0.04);
hZpTreco[0]->GetYaxis()->SetLabelSize(0.04);
hZpTreco[0]->GetYaxis()->CenterTitle();
//hZpTreco[0]->GetYaxis()->SetLabelSize(0.04);
hZpTreco[0]->Draw("HE");
hZpTgen[0]->Draw("HE SAME");
legZtomumuPtRecoGen->AddEntry(hZpTreco[0],"Z(#mu#mu) reco","l");
legZtomumuPtRecoGen->AddEntry(hZpTgen[0],"Z(#mu#mu) gen","l");
gStyle->SetStatStyle(0);
legZtomumuPtRecoGen->Draw();
legZtomumuPtRecoGen->SetMargin(0.3);
legZtomumuPtRecoGen->SetBorderSize(0);
subpad2->cd();
hZpTrecoGenRatio[0]->GetXaxis()->SetLabelSize(0.08);
hZpTrecoGenRatio[0]->GetXaxis()->SetTitle("Z_{pT}[GeV]");
hZpTrecoGenRatio[0]->GetXaxis()->SetTitleSize(0.07);
hZpTrecoGenRatio[0]->GetXaxis()->SetTitleOffset(1.2);
hZpTrecoGenRatio[0]->GetYaxis()->SetLabelSize(0.07);
hZpTrecoGenRatio[0]->GetYaxis()->SetTitle("reco/gen ZpT");
hZpTrecoGenRatio[0]->GetYaxis()->SetTitleSize(0.07);
hZpTrecoGenRatio[0]->GetYaxis()->SetTitleOffset(0.5);
hZpTrecoGenRatio[0]->GetYaxis()->CenterTitle();
hZpTrecoGenRatio[0]->Draw("E");
hZpTrecoGenRatio[0]->SetMarkerStyle(7); //medium dot
cZtomumuPtRecoGen->SaveAs( (plotDirectoryPath + cZtomumuPtRecoGen->GetName() + suffix + plotFileExtension).c_str() );
TPad *subpad1_bis = NULL;
TPad *subpad2_bis = NULL;
TCanvas *cZtoeePtRecoGen = new TCanvas("cZtoeePtRecoGen","",700,700);
TLegend *legZtoeePtRecoGen = new TLegend(0.70,0.7,0.89,0.89);
subpad1_bis = new TPad("pad1","",0.0,0.36,1.0,1.0);
subpad1_bis->SetLogy();
subpad1_bis->SetBottomMargin(0);
subpad2_bis = new TPad("pad2","",0.0,0.0,1.0,0.36);
subpad2_bis->SetGrid();
subpad2_bis->SetTopMargin(0);
subpad2_bis->SetBottomMargin(0.2);
subpad1_bis->Draw();
subpad2_bis->Draw();
//cout <<"Drawing histograms and ratio"<<endl;
subpad1_bis->cd();
// hZpTreco[1]->GetXaxis()->SetTitle("Z_{pT}[GeV]");
// hZpTreco[1]->GetXaxis()->SetTitleSize(0.04);
//hZpTreco[1]->GetXaxis()->SetLabelSize(0.04);
hZpTreco[1]->GetYaxis()->SetTitle("# events");
hZpTreco[1]->GetYaxis()->SetTitleSize(0.04);
hZpTreco[1]->GetYaxis()->SetLabelSize(0.04);
hZpTreco[1]->GetYaxis()->CenterTitle();
//hZpTreco[1]->GetYaxis()->SetLabelSize(0.04);
hZpTreco[1]->Draw("HE");
hZpTgen[1]->Draw("HE SAME");
legZtoeePtRecoGen->AddEntry(hZpTreco[0],"Z(ee) reco","l");
legZtoeePtRecoGen->AddEntry(hZpTgen[0],"Z(ee) gen","l");
gStyle->SetStatStyle(0);
legZtoeePtRecoGen->Draw();
legZtoeePtRecoGen->SetMargin(0.3);
legZtoeePtRecoGen->SetBorderSize(0);
subpad2_bis->cd();
hZpTrecoGenRatio[1]->GetXaxis()->SetLabelSize(0.08);
hZpTrecoGenRatio[1]->GetXaxis()->SetTitle("Z_{pT}[GeV]");
hZpTrecoGenRatio[1]->GetXaxis()->SetTitleSize(0.07);
hZpTrecoGenRatio[1]->GetXaxis()->SetTitleOffset(1.2);
hZpTrecoGenRatio[1]->GetYaxis()->SetLabelSize(0.07);
hZpTrecoGenRatio[1]->GetYaxis()->SetTitle("reco/gen ZpT");
hZpTrecoGenRatio[1]->GetYaxis()->SetTitleOffset(0.5);
hZpTrecoGenRatio[1]->GetYaxis()->SetTitleSize(0.07);
hZpTrecoGenRatio[1]->GetYaxis()->CenterTitle();
hZpTrecoGenRatio[1]->Draw("E");
hZpTrecoGenRatio[1]->SetMarkerStyle(7); //medium dot
cZtoeePtRecoGen->SaveAs( (plotDirectoryPath + cZtoeePtRecoGen->GetName() + suffix + plotFileExtension).c_str() );
// TCanvas *cZtoeePtRecoGen = new TCanvas("cZtoeePtRecoGen","",700,700);
// TLegend *legZtoeePtRecoGen = new TLegend(0.70,0.7,0.89,0.89);
// cZtoeePtRecoGen->Divide(1,2,0,0);
// cZtoeePtRecoGen->cd(1);
// subpad1 = (TPad*)cZtoeePtRecoGen->GetPad(1);
// subpad1->SetPad(0.0,0.36,0.98,0.99);
// subpad1->SetLogy();
// //cout <<"Drawing histograms and ratio"<<endl;
// // hZpTreco[1]->GetXaxis()->SetTitle("Z_{pT}[GeV]");
// // hZpTreco[1]->GetXaxis()->SetTitleSize(0.04);
// hZpTreco[1]->GetYaxis()->SetTitle("# events");
// hZpTreco[1]->GetYaxis()->SetTitleSize(0.045);
// hZpTreco[1]->GetYaxis()->CenterTitle();
// //hZpTreco[1]->GetYaxis()->SetLabelSize(0.1);
// hZpTreco[1]->Draw("HE");
// hZpTgen[1]->Draw("HE SAME");
// legZtoeePtRecoGen->AddEntry(hZpTreco[1],"Z(ee) reco","l");
// legZtoeePtRecoGen->AddEntry(hZpTgen[1],"Z(ee) gen","l");
// gStyle->SetStatStyle(0);
// legZtoeePtRecoGen->Draw();
// legZtoeePtRecoGen->SetMargin(0.3);
// legZtoeePtRecoGen->SetBorderSize(0);
// cZtoeePtRecoGen->cd(2);
// subpad2 = (TPad*)cZtoeePtRecoGen->GetPad(2);
// subpad2->SetPad(0.0,0.0,0.98,0.36);
// subpad2->SetGrid();
// hZpTrecoGenRatio[1]->GetXaxis()->SetLabelSize(0.08);
// hZpTrecoGenRatio[1]->GetXaxis()->SetTitle("Z_{pT}[GeV]");
// hZpTrecoGenRatio[1]->GetXaxis()->SetTitleSize(0.06);
// hZpTrecoGenRatio[1]->GetXaxis()->SetTitleOffset(1.2);
// hZpTrecoGenRatio[1]->GetYaxis()->SetLabelSize(0.08);
// hZpTrecoGenRatio[1]->Draw("E");
// hZpTrecoGenRatio[1]->SetMarkerStyle(7); //medium dot
// cZtoeePtRecoGen->SaveAs( (plotDirectoryPath + cZtoeePtRecoGen->GetName() + suffix + plotFileExtension).c_str() );
// now I normalize histograms to same area (here is 1) to compare Z->mumu and Z->ee which have different numbers of events
for (Int_t j = 0; j < nFiles; j++) {
hZpTreco[j]->Scale(1./hZpTreco[j]->Integral(0,1 + hZpTreco[j]->GetNbinsX())); // normalize to unity, use integral including underflow & overflow bin
hZpTgen[j]->Scale(1./hZpTgen[j]->Integral(0,1 + hZpTgen[j]->GetNbinsX()));
hZpTrecoGenRatio_pdf[j]->Scale(1./hZpTrecoGenRatio_pdf[j]->Integral(0,1 + hZpTrecoGenRatio_pdf[j]->GetNbinsX()));
}
TCanvas *cZtollPtRecoGen = new TCanvas("cZtollPtRecoGen","");
TLegend *legZtollPtRecoGen = new TLegend(0.70,0.7,0.89,0.89);
cZtollPtRecoGen->SetLogy();
//cout <<"Drawing histograms and ratio"<<endl;
hZpTreco[0]->GetXaxis()->SetTitle("Z_{pT}[GeV]");
hZpTreco[0]->GetXaxis()->SetTitleSize(0.04);
hZpTreco[0]->GetYaxis()->SetTitle("# events");
hZpTreco[0]->GetYaxis()->SetTitleSize(0.045);
hZpTreco[0]->GetYaxis()->CenterTitle();
hZpTreco[0]->Draw("HE");
hZpTgen[0]->Draw("HE SAME");
hZpTreco[1]->Draw("HE SAME");
hZpTgen[1]->Draw("HE SAME");
legZtollPtRecoGen->AddEntry(hZpTreco[0],"Z(#mu#mu) reco","l");
legZtollPtRecoGen->AddEntry(hZpTgen[0],"Z(#mu#mu) gen","l");
legZtollPtRecoGen->AddEntry(hZpTreco[1],"Z(ee) reco","l");
legZtollPtRecoGen->AddEntry(hZpTgen[1],"Z(ee) gen","l");
gStyle->SetStatStyle(0);
legZtollPtRecoGen->Draw();
legZtollPtRecoGen->SetMargin(0.3);
legZtollPtRecoGen->SetBorderSize(0);
cZtollPtRecoGen->SaveAs( (plotDirectoryPath + cZtollPtRecoGen->GetName() + suffix + plotFileExtension).c_str() );
Int_t bins;
Double_t firstEdge;
Double_t lastEdge;
TH1D *hZpTMuEleRecoRatio;
TCanvas *cZpTMuEleRecoRatio;
if( hZpTreco[0]->GetNbinsX() == hZpTreco[1]->GetNbinsX() ) {
bins = hZpTreco[0]->GetNbinsX();
firstEdge = hZpTreco[0]->GetXaxis()->GetBinLowEdge(1);
lastEdge = hZpTreco[0]->GetXaxis()->GetBinUpEdge(bins);
hZpTMuEleRecoRatio = new TH1D("hZpTMuEleRecoRatio","",bins,firstEdge,lastEdge);
// cout << "hZpTreco[0]->GetNbinsX() : "<< hZpTreco[0]->GetNbinsX() << endl;
// cout << "hZpTreco[1]->GetNbinsX() : "<< hZpTreco[1]->GetNbinsX() << endl;
// cout << "hZpTMuEleGenRatio->GetNbinsX() : "<< hZpTMuEleGenRatio->GetNbinsX() << endl;
if (!hZpTMuEleRecoRatio->Divide(hZpTreco[0],hZpTreco[1])) cout << " Error in hZpTMuEleRecoRatio->Divide(hZpTreco[0],hZpTreco[1])" << endl;
hZpTMuEleRecoRatio->SetStats(kFALSE);
cZpTMuEleRecoRatio = new TCanvas("cZpTMuEleRecoRatio","");
hZpTMuEleRecoRatio->GetXaxis()->SetTitle("Z_{pT}[GeV]");
hZpTMuEleRecoRatio->GetXaxis()->SetTitleSize(0.04);
hZpTMuEleRecoRatio->GetYaxis()->SetTitle("reco pT_{Z(#mu#mu)} / pT_{Z(ee)} ");
hZpTMuEleRecoRatio->GetYaxis()->SetTitleSize(0.045);
hZpTMuEleRecoRatio->GetYaxis()->SetRangeUser(0.5,1.5);
hZpTMuEleRecoRatio->GetYaxis()->CenterTitle();
hZpTMuEleRecoRatio->Draw("E");
gStyle->SetStatStyle(0);
cZpTMuEleRecoRatio->SaveAs( (plotDirectoryPath + cZpTMuEleRecoRatio->GetName() + suffix + plotFileExtension).c_str() );
}
TH1D *hZpTMuEleGenRatio;
TCanvas *cZpTMuEleGenRatio;
if (hZpTgen[0]->GetNbinsX() == hZpTgen[1]->GetNbinsX()) {
bins = hZpTgen[0]->GetNbinsX();
firstEdge = hZpTgen[0]->GetXaxis()->GetBinLowEdge(1);
lastEdge = hZpTgen[0]->GetXaxis()->GetBinUpEdge(bins);
hZpTMuEleGenRatio = new TH1D("hZpTMuEleGenRatio","",bins,firstEdge,lastEdge);
if (!hZpTMuEleGenRatio->Divide(hZpTgen[0],hZpTgen[1])) cout << " Error in hZpTMuEleGenRatio->Divide(hZpTgen[0],hZpTgen[1])" << endl;
hZpTMuEleGenRatio->SetStats(kFALSE);
cZpTMuEleGenRatio = new TCanvas("cZpTMuEleGenRatio","");
hZpTMuEleGenRatio->GetXaxis()->SetTitle("Z_{pT}[GeV]");
hZpTMuEleGenRatio->GetXaxis()->SetTitleSize(0.04);
hZpTMuEleGenRatio->GetYaxis()->SetTitle("gen pT_{Z(#mu#mu)} / pT_{Z(ee)} ");
hZpTMuEleGenRatio->GetYaxis()->SetTitleSize(0.045);
hZpTMuEleGenRatio->GetYaxis()->SetRangeUser(0.5,1.5);
hZpTMuEleGenRatio->GetYaxis()->CenterTitle();
hZpTMuEleGenRatio->Draw("E");
gStyle->SetStatStyle(0);
cZpTMuEleGenRatio->SaveAs( (plotDirectoryPath + cZpTMuEleGenRatio->GetName() + suffix + plotFileExtension).c_str() );
}
TCanvas *cZpTRecoGenRatio_pdf = new TCanvas("cZpTRecoGenRatio_pdf","");
TLegend *legZpTRecoGenRatio_pdf = new TLegend(0.78,0.78,0.89,0.89);
hZpTrecoGenRatio_pdf[0]->GetXaxis()->SetTitle("reco Z_{pT}/gen Z_{pT}");
hZpTrecoGenRatio_pdf[0]->GetXaxis()->SetTitleSize(0.04);
hZpTrecoGenRatio_pdf[0]->GetXaxis()->SetRangeUser(0.7,1.3);
hZpTrecoGenRatio_pdf[0]->GetYaxis()->SetTitle("a.u. ");
hZpTrecoGenRatio_pdf[0]->GetYaxis()->SetTitleSize(0.045);
hZpTrecoGenRatio_pdf[0]->GetYaxis()->SetRangeUser(0.0,0.4);
hZpTrecoGenRatio_pdf[0]->GetYaxis()->CenterTitle();
hZpTrecoGenRatio_pdf[0]->Draw("HE");
hZpTrecoGenRatio_pdf[1]->Draw("HE SAME");
legZpTRecoGenRatio_pdf->AddEntry(hZpTrecoGenRatio_pdf[0],"Z(#mu#mu)","l");
legZpTRecoGenRatio_pdf->AddEntry(hZpTrecoGenRatio_pdf[1],"Z(ee)","l");
gStyle->SetStatStyle(0);
legZpTRecoGenRatio_pdf->Draw();
legZpTRecoGenRatio_pdf->SetMargin(0.3);
legZpTRecoGenRatio_pdf->SetBorderSize(0);
cZpTRecoGenRatio_pdf->SaveAs( (plotDirectoryPath + cZpTRecoGenRatio_pdf->GetName() + suffix + plotFileExtension).c_str() );
TCanvas *cZpTRecoGenRatio_pdf_inRange = new TCanvas(Form("ZpTRecoGenRatio_pdf_Zpt%2.0lfTo%2.0lf",zptStart,zptEnd),"");
TLegend *legZpTRecoGenRatio_pdf_inRange = new TLegend(0.78,0.78,0.89,0.89);
TPaveLabel *title = new TPaveLabel(0.1,0.94,0.9,0.98,Form("Zpt recoGen ratio: %2.0lf < ZpT < %2.0lf",zptStart,zptEnd));
title->Draw();
HZtoLLPt_RecoGenRatio_pdf_inRange[0]->GetXaxis()->SetTitle("reco Z_{pT}/gen Z_{pT}");
HZtoLLPt_RecoGenRatio_pdf_inRange[0]->GetXaxis()->SetTitleSize(0.04);
HZtoLLPt_RecoGenRatio_pdf_inRange[0]->GetXaxis()->SetRangeUser(0.7,1.3);
HZtoLLPt_RecoGenRatio_pdf_inRange[0]->GetYaxis()->SetTitle("a.u. ");
HZtoLLPt_RecoGenRatio_pdf_inRange[0]->GetYaxis()->SetTitleSize(0.045);
HZtoLLPt_RecoGenRatio_pdf_inRange[0]->GetYaxis()->SetRangeUser(0.0,0.4);
HZtoLLPt_RecoGenRatio_pdf_inRange[0]->GetYaxis()->CenterTitle();
HZtoLLPt_RecoGenRatio_pdf_inRange[0]->Draw("HE");
HZtoLLPt_RecoGenRatio_pdf_inRange[1]->Draw("HE SAME");
legZpTRecoGenRatio_pdf_inRange->AddEntry(HZtoLLPt_RecoGenRatio_pdf_inRange[0],"Z(#mu#mu)","l");
legZpTRecoGenRatio_pdf_inRange->AddEntry(HZtoLLPt_RecoGenRatio_pdf_inRange[1],"Z(ee)","l");
gStyle->SetStatStyle(0);
legZpTRecoGenRatio_pdf_inRange->Draw();
legZpTRecoGenRatio_pdf_inRange->SetMargin(0.3);
legZpTRecoGenRatio_pdf_inRange->SetBorderSize(0);
cZpTRecoGenRatio_pdf_inRange->SaveAs( (plotDirectoryPath + cZpTRecoGenRatio_pdf_inRange->GetName() + suffix + plotFileExtension).c_str() );
}
void AccTimesEff::Loop()
{
TStopwatch timer;
timer.Start();
// parameters /////////////////////////////////////////////////////////////
vector<TString> files;
files.push_back("file:////user/treis/mcsamples/ZprimeToEMu_M-500_noAccCuts_TuneZ2star_8TeV_madgraph_treis-Summer12_DR53X_PU_S10_START53_V7C1-v1_9999ev.root");
files.push_back("file:////user/treis/mcsamples/ZprimeToEMu_M-750_noAccCuts_TuneZ2star_8TeV_madgraph_treis-Summer12_DR53X_PU_S10_START53_V7C1-v1_10000ev.root");
files.push_back("file:////user/treis/mcsamples/ZprimeToEMu_M-1000_noAccCuts_TuneZ2star_8TeV_madgraph_treis-Summer12_DR53X_PU_S10_START53_V7C1-v1_9998ev.root");
files.push_back("file:////user/treis/mcsamples/ZprimeToEMu_M-1250_noAccCuts_TuneZ2star_8TeV_madgraph_treis-Summer12_DR53X_PU_S10_START53_V7C1-v1_9998ev.root");
files.push_back("file:////user/treis/mcsamples/ZprimeToEMu_M-1500_noAccCuts_TuneZ2star_8TeV_madgraph_treis-Summer12_DR53X_PU_S10_START53_V7C1-v1_9997ev.root");
files.push_back("file:////user/treis/mcsamples/ZprimeToEMu_M-1750_noAccCuts_TuneZ2star_8TeV_madgraph_treis-Summer12_DR53X_PU_S10_START53_V7C1-v1_9997ev.root");
files.push_back("file:////user/treis/mcsamples/ZprimeToEMu_M-2000_noAccCuts_TuneZ2star_8TeV_madgraph_treis-Summer12_DR53X_PU_S10_START53_V7C1-v1_9999ev.root");
files.push_back("file:////user/treis/mcsamples/ZprimeToEMu_M-2500_noAccCuts_TuneZ2star_8TeV_madgraph_treis-Summer12_DR53X_PU_S10_START53_V7C1-v1_9999ev.root");
files.push_back("file:////user/treis/mcsamples/ZprimeToEMu_M-3000_noAccCuts_TuneZ2star_8TeV_madgraph_treis-Summer12_DR53X_PU_S10_START53_V7C1-v1_10000ev.root");
files.push_back("file:////user/treis/mcsamples/ZprimeToEMu_M-3500_noAccCuts_TuneZ2star_8TeV_madgraph_treis-Summer12_DR53X_PU_S10_START53_V7C1-v1_9898ev.root");
files.push_back("file:////user/treis/mcsamples/ZprimeToEMu_M-4000_noAccCuts_TuneZ2star_8TeV_madgraph_treis-Summer12_DR53X_PU_S10_START53_V7C1-v1_9998ev.root");
files.push_back("file:////user/treis/mcsamples/ZprimeToEMu_M-5000_noAccCuts_TuneZ2star_8TeV_madgraph_treis-Summer12_DR53X_PU_S10_START53_V7C1-v1_9966ev.root");
string outfileName = "accTimesEffHistos";
// output file formats
const bool saveSpec = 0;
const bool saveAsPdf = 0;
const bool saveAsPng = 1;
const bool saveAsRoot = 0;
TString plotDir = "./plots/";
int font = 42; //62
// selection cuts /////////////////////////////////////////////////////////
float elePtCut = 35.;
float muPtCut = 35.;
float minInvMass = 0.;
TH1::SetDefaultSumw2(kTRUE);
///////////////////////////////////////////////////////////////////////////
///////////////////////////////////////////////////////////////////////////
TH1F *hGenEvts = new TH1F("hGenEvts", "hGenEvts", 145, 0., 5010.);
hGenEvts->GetXaxis()->SetTitle("M_{Z'}^{truth}");
hGenEvts->GetXaxis()->SetTitleFont(font);
hGenEvts->GetXaxis()->SetLabelFont(font);
hGenEvts->GetYaxis()->SetTitle("Events");
hGenEvts->GetYaxis()->SetTitleFont(font);
hGenEvts->GetYaxis()->SetLabelFont(font);
hGenEvts->GetYaxis()->SetTitleOffset(1.2);
hGenEvts->SetLineColor(kBlack);
hGenEvts->SetLineWidth(2);
hGenEvts->SetMarkerStyle(20);
hGenEvts->SetMarkerColor(kBlack);
TH1F *hGenEvtsEleInAcc = (TH1F*)hGenEvts->Clone("hGenEvtsEleInAcc");
TH1F *hGenEvtsEleInAccEB = (TH1F*)hGenEvts->Clone("hGenEvtsEleInAccEB");
TH1F *hGenEvtsEleInAccEE = (TH1F*)hGenEvts->Clone("hGenEvtsEleInAccEE");
TH1F *hGenEvtsMuInAcc = (TH1F*)hGenEvts->Clone("hGenEvtsMuInAcc");
TH1F *hGenEvtsInAcc = (TH1F*)hGenEvts->Clone("hGenEvtsInAcc");
TH1F *hTrgEvts = (TH1F*)hGenEvts->Clone("hTrgEvts");
hTrgEvts->SetTitle("hTrgEvts");
TH1F *hRecoEvts = (TH1F*)hGenEvts->Clone("hRecoEvts");
hRecoEvts->SetTitle("hRecoEvts");
TH1F *hRecoEvtsEB = (TH1F*)hRecoEvts->Clone("hRecoEvtsEB");
TH1F *hRecoEvtsEE = (TH1F*)hRecoEvts->Clone("hRecoEvtsEE");
TH1F *hRecoEleEvts = (TH1F*)hRecoEvts->Clone("hRecoEleEvts");
TH1F *hRecoEleEvtsEB = (TH1F*)hRecoEvts->Clone("hRecoEleEvtsEB");
TH1F *hRecoEleEvtsEE = (TH1F*)hRecoEvts->Clone("hRecoEleEvtsEE");
TH1F *hRecoMuEvts = (TH1F*)hRecoEvts->Clone("hRecoMuEvts");
TH1F *hRecoNoTrgEvts = (TH1F*)hGenEvts->Clone("hRecoNoTrgEvts");
hRecoNoTrgEvts->SetTitle("hRecoNoTrgEvts");
TH1F *hRecoNoTrgEvtsEB = (TH1F*)hRecoNoTrgEvts->Clone("hRecoNoTrgEvtsEB");
TH1F *hRecoNoTrgEvtsEE = (TH1F*)hRecoNoTrgEvts->Clone("hRecoNoTrgEvtsEE");
TH1F *hRecoNoTrgEleEvts = (TH1F*)hRecoNoTrgEvts->Clone("hRecoNoTrgEleEvts");
TH1F *hRecoNoTrgEleEvtsEB = (TH1F*)hRecoNoTrgEvts->Clone("hRecoNoTrgEleEvtsEB");
TH1F *hRecoNoTrgEleEvtsEE = (TH1F*)hRecoNoTrgEvts->Clone("hRecoNoTrgEleEvtsEE");
TH1F *hRecoNoTrgMuEvts = (TH1F*)hRecoNoTrgEvts->Clone("hRecoNoTrgMuEvts");
TH1F* hAcc;
TH1F* hAccEle;
TH1F* hAccEleEB;
TH1F* hAccEleEE;
TH1F* hAccMu;
TH1F* hAccTimesTrgEff;
TH1F* hTrgEff;
TH1F* hAccTimesEff;
TH1F* hAccTimesEffEB;
TH1F* hAccTimesEffEE;
TH1F* hAccTimesEffEle;
TH1F* hAccTimesEffEleEB;
TH1F* hAccTimesEffEleEE;
TH1F* hAccTimesEffMu;
TH1F* hAccTimesEffNoTrg;
//TH1F* hAccTimesEffNoTrgEB;
//TH1F* hAccTimesEffNoTrgEE;
TH1F* hAccTimesEffNoTrgEle;
TH1F* hAccTimesEffNoTrgEleEB;
TH1F* hAccTimesEffNoTrgEleEE;
TH1F* hAccTimesEffNoTrgMu;
TH1F* hEffAftTrg;
TH1F* hEffAftTrgEle;
TH1F* hEffAftTrgEleEB;
TH1F* hEffAftTrgEleEE;
TH1F* hEffAftTrgMu;
TH1F* hTrgRecoVsReco;
//TH1F* hTrgRecoVsRecoEB;
//TH1F* hTrgRecoVsRecoEE;
TH1F* hTrgRecoVsRecoEle;
TH1F* hTrgRecoVsRecoEleEB;
TH1F* hTrgRecoVsRecoEleEE;
TH1F* hTrgRecoVsRecoMu;
// output file
stringstream ssOutfile;
ssOutfile << outfileName << ".root";
TFile *output = new TFile(ssOutfile.str().c_str(), "recreate");
///////////////////////////////////////////////////////////////////////////
//LOOP OVER FILES
///////////////////////////////////////////////////////////////////////////
for (unsigned int p = 0; p < files.size(); ++p) {
TFile* input = new TFile(files[p]);
TTree *thetree = (TTree*)input->Get("gsfcheckerjob/tree");
Init(thetree);
Long64_t nentries = fChain->GetEntriesFast();
cout << nentries << " events" << endl;
unsigned int evCounter = 0;
/////////////////////////////////////////////////////////////////////////////////////////////
//LOOP OVER EVENTS
/////////////////////////////////////////////////////////////////////////////////////////////
//nentries = 10000;
for (Long64_t jentry = 0; jentry < nentries; ++jentry) {
Long64_t ientry = LoadTree(jentry);
if (ientry < 0) break;
fChain->GetEntry(jentry);
// if (Cut(ientry) < 0) continue;
//if (jentry % 50000 == 0) cout << "Processing event " << jentry << endl;
thetree->GetEntry(jentry);
// fill the gen histograms
hGenEvts->Fill(genelemom_mass[0]);
// fill the acc histograms
if (hardGenEle_pt[0] > elePtCut) {
if (fabs(hardGenEle_eta[0]) < 1.442) {
hGenEvtsEleInAcc->Fill(genelemom_mass[0]);
hGenEvtsEleInAccEB->Fill(genelemom_mass[0]);
}
else if (fabs(hardGenEle_eta[0]) > 1.56 && fabs(hardGenEle_eta[0]) < 2.5) {
hGenEvtsEleInAcc->Fill(genelemom_mass[0]);
hGenEvtsEleInAccEE->Fill(genelemom_mass[0]);
}
}
if (hardGenMu_pt[0] > muPtCut && fabs(hardGenMu_eta[0]) < 2.4) {
hGenEvtsMuInAcc->Fill(genelemom_mass[0]);
if (fabs(hardGenEle_eta[0]) < 1.442 || (fabs(hardGenEle_eta[0]) > 1.56 && fabs(hardGenEle_eta[0]) < 2.5)) {
if (hardGenEle_pt[0] > elePtCut) hGenEvtsInAcc->Fill(genelemom_mass[0]);
}
}
// trigger?
if (HLT_Mu22_Photon22_CaloIdL) hTrgEvts->Fill(genelemom_mass[0]);
// at least one gsf electron and one muon above the threshold
if (gsf_size < 1 || muon_size < 1) continue;
vector<int> GSF_passHEEP;
vector<int> MU_passGOOD;
/////////////////////////////////////////////////////////////////////////////////////////////
//loop over electrons
for (int j = 0; j < gsf_size; ++j) {
//cleaning: fake electrons from muons
bool fakeEle = false;
for (int k = 0; k < muon_size; ++k) {
float DeltaR = deltaR(gsf_eta[j], gsf_phi[j], muon_eta[k], muon_phi[k]);
if (DeltaR < 0.1) {
fakeEle = true;
break;
}
}
if (fakeEle) continue;
if (PassHEEP(j)) GSF_passHEEP.push_back(j);
}
//loop over muons
for (int j = 0; j < muon_size; ++j) {
if (PassHighPtMu(j)) MU_passGOOD.push_back(j);
}
if (GSF_passHEEP.size() == 1) {
if (HLT_Mu22_Photon22_CaloIdL) {
hRecoEleEvts->Fill(genelemom_mass[0]);
if (fabs(gsfsc_eta[GSF_passHEEP[0]]) < 1.5) hRecoEleEvtsEB->Fill(genelemom_mass[0]);
if (fabs(gsfsc_eta[GSF_passHEEP[0]]) > 1.5) hRecoEleEvtsEE->Fill(genelemom_mass[0]);
}
hRecoNoTrgEleEvts->Fill(genelemom_mass[0]);
if (fabs(gsfsc_eta[GSF_passHEEP[0]]) < 1.5) hRecoNoTrgEleEvtsEB->Fill(genelemom_mass[0]);
if (fabs(gsfsc_eta[GSF_passHEEP[0]]) > 1.5) hRecoNoTrgEleEvtsEE->Fill(genelemom_mass[0]);
}
if (MU_passGOOD.size() == 1) {
if (HLT_Mu22_Photon22_CaloIdL) hRecoMuEvts->Fill(genelemom_mass[0]);
hRecoNoTrgMuEvts->Fill(genelemom_mass[0]);
}
// veto when there are more than one good candidates
if (GSF_passHEEP.size() != 1 || MU_passGOOD.size() != 1) continue;
//HEEP ele + GOOD muon
TLorentzVector ele1;
TLorentzVector mu1;
ele1.SetPtEtaPhiM(gsf_gsfet[GSF_passHEEP[0]], gsf_eta[GSF_passHEEP[0]], gsf_phi[GSF_passHEEP[0]], 0.000511);
mu1.SetPtEtaPhiM(muon_pt[MU_passGOOD[0]], muon_eta[MU_passGOOD[0]], muon_phi[MU_passGOOD[0]], 0.10566);
double invMass = (ele1 + mu1).M();
//MASS CUT
if (invMass < minInvMass) continue;
if (HLT_Mu22_Photon22_CaloIdL) {
hRecoEvts->Fill(genelemom_mass[0]);
if (fabs(gsfsc_eta[GSF_passHEEP[0]]) < 1.5) hRecoEvtsEB->Fill(genelemom_mass[0]);
if (fabs(gsfsc_eta[GSF_passHEEP[0]]) > 1.5) hRecoEvtsEE->Fill(genelemom_mass[0]);
}
hRecoNoTrgEvts->Fill(genelemom_mass[0]);
if (fabs(gsfsc_eta[GSF_passHEEP[0]]) < 1.5) hRecoNoTrgEvtsEB->Fill(genelemom_mass[0]);
if (fabs(gsfsc_eta[GSF_passHEEP[0]]) > 1.5) hRecoNoTrgEvtsEE->Fill(genelemom_mass[0]);
++evCounter;
///////////////////////////////////////////////////////////////////////
} //END LOOP OVER EVENTS
//////////////////////////////////////////////////////////////////////
//////////////////////////////////////////////////////////////////////////
} //END LOOP OVER FILES
//////////////////////////////////////////////////////////////////////////
hAcc = (TH1F*)hGenEvtsInAcc->Clone("hAcc");
hAccEle = (TH1F*)hGenEvtsEleInAcc->Clone("hAccEle");
hAccEleEB = (TH1F*)hGenEvtsEleInAccEB->Clone("hAccEleEB");
hAccEleEE = (TH1F*)hGenEvtsEleInAccEE->Clone("hAccEleEE");
hAccMu = (TH1F*)hGenEvtsMuInAcc->Clone("hAccMu");
hAccTimesTrgEff = (TH1F*)hTrgEvts->Clone("hAccTimesTrgEff");
hTrgEff = (TH1F*)hTrgEvts->Clone("hTrgEff");
hAccTimesEff = (TH1F*)hRecoEvts->Clone("hAccTimesEff");
hAccTimesEffEB = (TH1F*)hRecoEvtsEB->Clone("hAccTimesEffEB");
hAccTimesEffEE = (TH1F*)hRecoEvtsEE->Clone("hAccTimesEffEE");
hAccTimesEffEle = (TH1F*)hRecoEleEvts->Clone("hAccTimesEffEle");
hAccTimesEffEleEB = (TH1F*)hRecoEleEvtsEB->Clone("hAccTimesEffEleEB");
hAccTimesEffEleEE = (TH1F*)hRecoEleEvtsEE->Clone("hAccTimesEffEleEE");
hAccTimesEffMu = (TH1F*)hRecoMuEvts->Clone("hAccTimesEffMu");
hAccTimesEffNoTrg = (TH1F*)hRecoNoTrgEvts->Clone("hAccTimesEffNoTrg");
//hAccTimesEffNoTrgEB = (TH1F*)hRecoNoTrgEvtsEB->Clone("hAccTimesEffNoTrgEB");
//hAccTimesEffNoTrgEE = (TH1F*)hRecoNoTrgEvtsEE->Clone("hAccTimesEffNoTrgEE");
hAccTimesEffNoTrgEle = (TH1F*)hRecoNoTrgEleEvts->Clone("hAccTimesEffNoTrgEle");
hAccTimesEffNoTrgEleEB = (TH1F*)hRecoNoTrgEleEvtsEB->Clone("hAccTimesEffNoTrgEleEB");
hAccTimesEffNoTrgEleEE = (TH1F*)hRecoNoTrgEleEvtsEE->Clone("hAccTimesEffNoTrgEleEE");
hAccTimesEffNoTrgMu = (TH1F*)hRecoNoTrgMuEvts->Clone("hAccTimesEffNoTrgMu");
hEffAftTrg = (TH1F*)hRecoEvts->Clone("hAccTimesEff");
hEffAftTrgEle = (TH1F*)hRecoEleEvts->Clone("hAccTimesEffEle");
hEffAftTrgEleEB = (TH1F*)hRecoEleEvtsEB->Clone("hAccTimesEffEleEB");
hEffAftTrgEleEE = (TH1F*)hRecoEleEvtsEE->Clone("hAccTimesEffEleEE");
hEffAftTrgMu = (TH1F*)hRecoMuEvts->Clone("hAccTimesEffMu");
hTrgRecoVsReco = (TH1F*)hRecoEvts->Clone("hTrgRecoVsReco");
//hTrgRecoVsRecoEB = (TH1F*)hRecoEvtsEB->Clone("hTrgRecoVsRecoEB");
//hTrgRecoVsRecoEE = (TH1F*)hRecoEvtsEE->Clone("hTrgRecoVsRecoEE");
hTrgRecoVsRecoEle = (TH1F*)hRecoEleEvts->Clone("hTrgRecoVsRecoEle");
hTrgRecoVsRecoEleEB = (TH1F*)hRecoEleEvtsEB->Clone("hTrgRecoVsRecoEleEB");
hTrgRecoVsRecoEleEE = (TH1F*)hRecoEleEvtsEE->Clone("hTrgRecoVsRecoEleEE");
hTrgRecoVsRecoMu = (TH1F*)hRecoMuEvts->Clone("hTrgRecoVsRecoMu");
hAcc->Divide(hGenEvts);
hAccEle->Divide(hGenEvts);
hAccEleEB->Divide(hGenEvts);
hAccEleEE->Divide(hGenEvts);
hAccMu->Divide(hGenEvts);
hAccTimesTrgEff->Divide(hGenEvts);
hTrgEff->Divide(hGenEvtsInAcc);
hAccTimesEff->Divide(hGenEvts);
hAccTimesEffEB->Divide(hGenEvts);
hAccTimesEffEE->Divide(hGenEvts);
hAccTimesEffEle->Divide(hGenEvts);
hAccTimesEffEleEB->Divide(hGenEvts);
hAccTimesEffEleEE->Divide(hGenEvts);
hAccTimesEffMu->Divide(hGenEvts);
hAccTimesEffNoTrg->Divide(hGenEvts);
//hAccTimesEffNoTrgEB->Divide(hGenEvts);
//hAccTimesEffNoTrgEE->Divide(hGenEvts);
hAccTimesEffNoTrgEle->Divide(hGenEvts);
hAccTimesEffNoTrgEleEB->Divide(hGenEvts);
hAccTimesEffNoTrgEleEE->Divide(hGenEvts);
hAccTimesEffNoTrgMu->Divide(hGenEvts);
hEffAftTrg->Divide(hTrgEvts);
hEffAftTrgEle->Divide(hTrgEvts);
hEffAftTrgEleEB->Divide(hTrgEvts);
hEffAftTrgEleEE->Divide(hTrgEvts);
hEffAftTrgMu->Divide(hTrgEvts);
hTrgRecoVsReco->Divide(hRecoNoTrgEvts);
//hTrgRecoVsRecoEB->Divide(hRecoNoTrgEvtsEB);
//hTrgRecoVsRecoEE->Divide(hRecoNoTrgEvtsEE);
hTrgRecoVsRecoEle->Divide(hRecoNoTrgEleEvts);
hTrgRecoVsRecoEleEB->Divide(hRecoNoTrgEleEvtsEB);
hTrgRecoVsRecoEleEE->Divide(hRecoNoTrgEleEvtsEE);
hTrgRecoVsRecoMu->Divide(hRecoNoTrgMuEvts);
// plot
TCanvas *accTimesEffPlot = new TCanvas("accTimesEffPlot", "acc x eff", 100, 100, 600, 600);
TPad *accTimesEffPad = new TPad("accTimesEffPad", "acc x eff pad", 0., 0., 1., 1.);
accTimesEffPad->SetBottomMargin(0.12);
accTimesEffPad->SetBorderMode(0);
accTimesEffPad->SetBorderSize(2);
accTimesEffPad->SetFrameBorderMode(0);
accTimesEffPad->SetFillColor(0);
accTimesEffPad->SetFrameFillColor(0);
accTimesEffPad->SetLeftMargin(0.11);
accTimesEffPad->SetRightMargin(0.09);
accTimesEffPad->SetTopMargin(0.08);
accTimesEffPad->SetTickx(1);
accTimesEffPad->SetTicky(1);
accTimesEffPad->Draw();
accTimesEffPad->cd();
gStyle->SetTitleFont(font);
gStyle->SetLabelFont(font);
gStyle->SetLegendFont(font);
gStyle->SetOptStat(0);
gStyle->SetOptTitle(0);
gStyle->SetOptFit(1111);
gStyle->SetTitleXOffset(1.);
gStyle->SetTitleYOffset(1.3);
gPad->SetTicks(1, 1);
gPad->SetGrid(1, 1);
TH1F* hAccTimesEff2 = (TH1F*)hAccTimesEff->Clone("hAccTimesEff2");
TF1 *fitFunc = new TF1("fitFunc", "[0] + [1]/ (x + [2]) + [3]*x", 10., 5010.);
//TF1 *fitFuncEB = new TF1("fitFuncEB", "[0] + [1]/ (x + [2])", 10., 5010.);
TF1 *fitFuncEB = new TF1("fitFuncEB", "[0] + [1]/ (x + [2]) + [3]*x", 10., 5010.);
TF1 *fitFuncEE = new TF1("fitFuncEE", "[0] + [1]/ (x*x + [2])", 10., 5010.);
fitFunc->SetLineColor(kBlue);
fitFuncEB->SetLineColor(kBlue);
fitFuncEE->SetLineColor(kBlue);
hAccTimesEff->Fit("fitFunc", "", "", 480., 5010.);
hAccTimesEffEB->Fit("fitFuncEB", "", "", 480., 5010.);
hAccTimesEffEE->Fit("fitFuncEE", "", "", 480., 5010.);
cout << "Chi^2 / NDF: " << fitFunc->GetChisquare() << " / " << fitFunc->GetNDF() << ", prob: " << fitFunc->GetProb() << endl;
cout << "Chi^2 / NDF EB: " << fitFuncEB->GetChisquare() << " / " << fitFuncEB->GetNDF() << ", prob: " << fitFuncEB->GetProb() << endl;
cout << "Chi^2 / NDF EE: " << fitFuncEE->GetChisquare() << " / " << fitFuncEE->GetNDF() << ", prob: " << fitFuncEE->GetProb() << endl;
hAccTimesEff->GetYaxis()->SetTitle("acc x eff");
hAccTimesEff->GetYaxis()->SetRangeUser(0., 1.);
hAccTimesEff->Draw();
TLatex *tex = new TLatex(0.22, 0.21, "P(M|p0,p1,p2,p3) = p0 + #frac{p1}{M+p2} + p3*M");
tex->SetNDC();
tex->SetTextFont(font);
tex->SetLineWidth(2);
tex->SetTextSize(0.03);
tex->Draw();
tex->DrawLatex(0.109, 0.935, "CMS Simulation, 8 TeV");
tex->DrawLatex(0.17, 0.85, "trg + electron + muon");
TCanvas *accTimesEffPlotEB = new TCanvas("accTimesEffPlotEB", "acc x eff, barrel electron + muon", 100, 100, 600, 600);
TPad *accTimesEffPadEB = (TPad*)accTimesEffPad->Clone("accTimesEffPadEB");
accTimesEffPadEB->Draw();
accTimesEffPadEB->cd();
hAccTimesEffEB->GetYaxis()->SetTitle("acc x eff");
hAccTimesEffEB->GetYaxis()->SetRangeUser(0., 1.);
hAccTimesEffEB->Draw();
tex->DrawLatex(0.109, 0.935, "CMS Simulation, 8 TeV");
//tex->DrawLatex(0.46, 0.21, "P(M|p0,p1,p2) = p0 + #frac{p1}{M+p2}");
tex->DrawLatex(0.22, 0.21, "P(M|p0,p1,p2,p3) = p0 + #frac{p1}{M+p2} + p3*M");
tex->DrawLatex(0.17, 0.85, "trg + barrel electron + muon");
TCanvas *accTimesEffPlotEE = new TCanvas("accTimesEffPlotEE", "acc x eff, endcap electron + muon", 100, 100, 600, 600);
TPad *accTimesEffPadEE = (TPad*)accTimesEffPad->Clone("accTimesEffPadEE");
accTimesEffPadEE->Draw();
accTimesEffPadEE->cd();
hAccTimesEffEE->GetYaxis()->SetTitle("acc x eff");
hAccTimesEffEE->GetYaxis()->SetRangeUser(0., 1.);
hAccTimesEffEE->Draw();
tex->DrawLatex(0.109, 0.935, "CMS Simulation, 8 TeV");
tex->DrawLatex(0.45, 0.38, "P(M|p0,p1,p2) = p0 + #frac{p1}{M^{2}+p2}");
tex->DrawLatex(0.17, 0.85, "trg + endcap electron + muon");
TCanvas *accTimesEffObjPlot = new TCanvas("accTimesEffObjPlot", "acc x eff, objects", 100, 100, 600, 600);
TPad *accTimesEffObjPad = (TPad*)accTimesEffPad->Clone("accTimesEffObjPad");
accTimesEffObjPad->Draw();
accTimesEffObjPad->cd();
hAccTimesEffEle->GetYaxis()->SetTitle("acc x eff");
hAccTimesEffEle->GetYaxis()->SetRangeUser(0., 1.);
hAccTimesEffEle->SetMarkerStyle(kFullSquare);
hAccTimesEffEle->SetMarkerColor(kViolet);
hAccTimesEffEle->SetLineColor(kViolet);
hAccTimesEffEle->Draw();
hAccTimesEffEleEB->SetMarkerStyle(kFullTriangleUp);
hAccTimesEffEleEB->SetMarkerColor(kRed);
hAccTimesEffEleEB->SetLineColor(kRed);
hAccTimesEffEleEB->Draw("same");
hAccTimesEffEleEE->SetMarkerStyle(kFullTriangleDown);
hAccTimesEffEleEE->SetMarkerColor(kBlue);
hAccTimesEffEleEE->SetLineColor(kBlue);
hAccTimesEffEleEE->Draw("same");
hAccTimesEffMu->SetMarkerStyle(34);
hAccTimesEffMu->SetMarkerColor(kGreen+1);
hAccTimesEffMu->SetLineColor(kGreen+1);
hAccTimesEffMu->Draw("same");
hAccTimesEff2->Draw("same");
TLegend* legend = new TLegend(0.592, 0.279, 0.881, 0.467);
legend->SetTextFont(font);
legend->SetTextSize(0.03);
legend->SetBorderSize(0);
legend->SetLineColor(1);
legend->SetLineStyle(1);
legend->SetLineWidth(1);
legend->SetFillColor(19);
legend->SetFillStyle(0);
legend->AddEntry(hAccTimesEff, "total acc x eff");
legend->AddEntry(hAccTimesEffMu, "muons");
legend->AddEntry(hAccTimesEffEle, "all electrons");
legend->AddEntry(hAccTimesEffEleEB, "barrel electrons");
legend->AddEntry(hAccTimesEffEleEE, "endcap electrons");
legend->Draw("same");
tex->DrawLatex(0.109, 0.935, "CMS Simulation, 8 TeV");
tex->DrawLatex(0.17, 0.85, "trg: HLT_Mu22_Photon22_CaloIdL");
// acc x eff with no trg applied
TCanvas *accTimesEffNoTrgObjPlot = new TCanvas("accTimesEffNoTrgObjPlot", "acc x eff, no trigger, objects", 100, 100, 600, 600);
TPad *accTimesEffNoTrgObjPad = (TPad*)accTimesEffPad->Clone("accTimesEffNoTrgObjPad");
accTimesEffNoTrgObjPad->Draw();
accTimesEffNoTrgObjPad->cd();
hAccTimesEffNoTrgEle->GetYaxis()->SetTitle("acc x eff");
hAccTimesEffNoTrgEle->GetYaxis()->SetRangeUser(0., 1.);
hAccTimesEffNoTrgEle->SetMarkerStyle(kFullSquare);
hAccTimesEffNoTrgEle->SetMarkerColor(kViolet);
hAccTimesEffNoTrgEle->SetLineColor(kViolet);
hAccTimesEffNoTrgEle->Draw();
hAccTimesEffNoTrgEleEB->SetMarkerStyle(kFullTriangleUp);
hAccTimesEffNoTrgEleEB->SetMarkerColor(kRed);
hAccTimesEffNoTrgEleEB->SetLineColor(kRed);
hAccTimesEffNoTrgEleEB->Draw("same");
hAccTimesEffNoTrgEleEE->SetMarkerStyle(kFullTriangleDown);
hAccTimesEffNoTrgEleEE->SetMarkerColor(kBlue);
hAccTimesEffNoTrgEleEE->SetLineColor(kBlue);
hAccTimesEffNoTrgEleEE->Draw("same");
hAccTimesEffNoTrgMu->SetMarkerStyle(34);
hAccTimesEffNoTrgMu->SetMarkerColor(kGreen+1);
hAccTimesEffNoTrgMu->SetLineColor(kGreen+1);
hAccTimesEffNoTrgMu->Draw("same");
hAccTimesEffNoTrg->Draw("same");
TLegend* accXeffNoTrg = (TLegend*)legend->Clone("effAftTrgLegend");
accXeffNoTrg->Clear();
accXeffNoTrg->AddEntry(hAccTimesEffNoTrg, "total acc x eff");
accXeffNoTrg->AddEntry(hAccTimesEffNoTrgMu, "muons");
accXeffNoTrg->AddEntry(hAccTimesEffNoTrgEle, "all electrons");
accXeffNoTrg->AddEntry(hAccTimesEffNoTrgEleEB, "barrel electrons");
accXeffNoTrg->AddEntry(hAccTimesEffNoTrgEleEE, "endcap electrons");
accXeffNoTrg->Draw("same");
tex->DrawLatex(0.109, 0.935, "CMS Simulation, 8 TeV");
tex->DrawLatex(0.17, 0.85, "trg: none");
// efficiency on triggered events
TCanvas *effAftTrgPlot = new TCanvas("effAftTrgPlot", "efficiency after trigger", 100, 100, 600, 600);
TPad *effAftTrgPad = (TPad*)accTimesEffPad->Clone("effAftTrgPad");
effAftTrgPad->Draw();
effAftTrgPad->cd();
hEffAftTrgEle->GetYaxis()->SetTitle("eff");
hEffAftTrgEle->GetYaxis()->SetRangeUser(0., 1.);
hEffAftTrgEle->SetMarkerStyle(kFullSquare);
hEffAftTrgEle->SetMarkerColor(kViolet);
hEffAftTrgEle->SetLineColor(kViolet);
hEffAftTrgEle->Draw();
hEffAftTrgEleEB->SetMarkerStyle(kFullTriangleUp);
hEffAftTrgEleEB->SetMarkerColor(kRed);
hEffAftTrgEleEB->SetLineColor(kRed);
hEffAftTrgEleEB->Draw("same");
hEffAftTrgEleEE->SetMarkerStyle(kFullTriangleDown);
hEffAftTrgEleEE->SetMarkerColor(kBlue);
hEffAftTrgEleEE->SetLineColor(kBlue);
hEffAftTrgEleEE->Draw("same");
hEffAftTrgMu->SetMarkerStyle(34);
hEffAftTrgMu->SetMarkerColor(kGreen+1);
hEffAftTrgMu->SetLineColor(kGreen+1);
hEffAftTrgMu->Draw("same");
hEffAftTrg->Draw("same");
TLegend* effAftTrgLegend = (TLegend*)legend->Clone("effAftTrgLegend");
effAftTrgLegend->Clear();
effAftTrgLegend->AddEntry(hEffAftTrg, "total eff after trigger");
effAftTrgLegend->AddEntry(hEffAftTrgMu, "muons");
effAftTrgLegend->AddEntry(hEffAftTrgEle, "all electrons");
effAftTrgLegend->AddEntry(hEffAftTrgEleEB, "barrel electrons");
effAftTrgLegend->AddEntry(hEffAftTrgEleEE, "endcap electrons");
effAftTrgLegend->Draw("same");
tex->DrawLatex(0.109, 0.935, "CMS Simulation, 8 TeV");
tex->DrawLatex(0.14, 0.15, "trg: HLT_Mu22_Photon22_CaloIdL");
// acceptance
TCanvas *accPlot = new TCanvas("accPlot", "acc", 100, 100, 600, 600);
TPad *accPad = (TPad*)accTimesEffPad->Clone("accPad");
accPad->Draw();
accPad->cd();
hAcc->GetYaxis()->SetTitle("acc");
hAcc->GetYaxis()->SetRangeUser(0., 1.);
hAccEle->SetMarkerStyle(kFullSquare);
hAccEle->SetMarkerColor(kViolet);
hAccEle->SetLineColor(kViolet);
hAccEle->Draw();
hAccEleEB->SetMarkerStyle(kFullTriangleUp);
hAccEleEB->SetMarkerColor(kRed);
hAccEleEB->SetLineColor(kRed);
hAccEleEB->Draw("same");
hAccEleEE->SetMarkerStyle(kFullTriangleDown);
hAccEleEE->SetMarkerColor(kBlue);
hAccEleEE->SetLineColor(kBlue);
hAccEleEE->Draw("same");
hAccMu->SetMarkerStyle(34);
hAccMu->SetMarkerColor(kGreen+1);
hAccMu->SetLineColor(kGreen+1);
hAccMu->Draw("same");
hAcc->Draw("same");
TLegend* accLegend = (TLegend*)legend->Clone("accLegend");
accLegend->Clear();
accLegend->AddEntry(hAcc, "total acceptance");
accLegend->AddEntry(hAccMu, "muons");
accLegend->AddEntry(hAccEle, "all electrons");
accLegend->AddEntry(hAccEleEB, "barrel electrons");
accLegend->AddEntry(hAccEleEE, "endcap electrons");
accLegend->Draw("same");
tex->DrawLatex(0.109, 0.935, "CMS Simulation, 8 TeV");
// reco with trg vs. reco
TCanvas *trgRecoVsRecoPlot = new TCanvas("trgRecoVsRecoPlot", "reco with trg vs. reco", 100, 100, 600, 600);
TPad *trgRecoVsRecoPad = (TPad*)accTimesEffPad->Clone("trgRecoVsRecoPad");
trgRecoVsRecoPad->Draw();
trgRecoVsRecoPad->cd();
hTrgRecoVsRecoEle->GetYaxis()->SetTitle("eff");
hTrgRecoVsRecoEle->GetYaxis()->SetRangeUser(0., 1.);
hTrgRecoVsRecoEle->SetMarkerStyle(kFullSquare);
hTrgRecoVsRecoEle->SetMarkerColor(kViolet);
hTrgRecoVsRecoEle->SetLineColor(kViolet);
hTrgRecoVsRecoEle->Draw();
//hTrgRecoVsRecoEleEB->SetMarkerStyle(kFullTriangleUp);
//hTrgRecoVsRecoEleEB->SetMarkerColor(kRed);
//hTrgRecoVsRecoEleEB->SetLineColor(kRed);
//hTrgRecoVsRecoEleEB->Draw("same");
//hTrgRecoVsRecoEleEE->SetMarkerStyle(kFullTriangleDown);
//hTrgRecoVsRecoEleEE->SetMarkerColor(kBlue);
//hTrgRecoVsRecoEleEE->SetLineColor(kBlue);
//hTrgRecoVsRecoEleEE->Draw("same");
hTrgRecoVsRecoMu->SetMarkerStyle(34);
hTrgRecoVsRecoMu->SetMarkerColor(kGreen+1);
hTrgRecoVsRecoMu->SetLineColor(kGreen+1);
hTrgRecoVsRecoMu->Draw("same");
hTrgRecoVsReco->Draw("same");
TLegend* trgRecoVsRecoLegend = (TLegend*)legend->Clone("trgRecoVsRecoLegend");
trgRecoVsRecoLegend->Clear();
trgRecoVsRecoLegend->AddEntry(hTrgRecoVsReco, "total");
trgRecoVsRecoLegend->AddEntry(hTrgRecoVsRecoMu, "muons");
trgRecoVsRecoLegend->AddEntry(hTrgRecoVsRecoEle, "electrons");
//trgRecoVsRecoLegend->AddEntry(hTrgRecoVsRecoEleEB, "barrel electrons");
//trgRecoVsRecoLegend->AddEntry(hTrgRecoVsRecoEleEE, "endcap electrons");
trgRecoVsRecoLegend->Draw("same");
tex->DrawLatex(0.109, 0.935, "CMS Simulation, 8 TeV");
TCanvas *accTimesTrgEffPlot = new TCanvas("accTimesTrgEffPlot", "acc x trigger eff", 100, 100, 600, 600);
TPad *accTimesTrgEffPad = (TPad*)accTimesEffPad->Clone("accTimesTrgEffPad");
accTimesTrgEffPad->Draw();
accTimesTrgEffPad->cd();
hAccTimesTrgEff->GetYaxis()->SetTitle("acc x trg eff");
hAccTimesTrgEff->GetYaxis()->SetRangeUser(0., 1.);
hAccTimesTrgEff->SetMarkerStyle(20);
hAccTimesTrgEff->SetMarkerColor(kCyan);
hAccTimesTrgEff->SetLineColor(kCyan);
hAccTimesTrgEff->Draw();
hTrgEff->SetMarkerStyle(21);
hTrgEff->SetMarkerColor(kMagenta);
hTrgEff->SetLineColor(kMagenta);
hTrgEff->Draw("same");
TLegend* trgLegend = (TLegend*)legend->Clone("trgLegend");
trgLegend->Clear();
trgLegend->AddEntry(hTrgEff, "trigger eff in acc");
trgLegend->AddEntry(hAccTimesTrgEff, "acc x trigger eff");
trgLegend->Draw("same");
tex->DrawLatex(0.109, 0.935, "CMS Simulation, 8 TeV");
// safe in various file formats
if (saveSpec) {
if (saveAsPdf) {
accTimesTrgEffPlot->Print(plotDir + accTimesTrgEffPlot->GetName() + ".pdf", "pdf");
accTimesEffPlot->Print(plotDir + accTimesEffPlot->GetName() + ".pdf", "pdf");
accTimesEffPlotEB->Print(plotDir + accTimesEffPlotEB->GetName() + ".pdf", "pdf");
accTimesEffPlotEE->Print(plotDir + accTimesEffPlotEE->GetName() + ".pdf", "pdf");
accTimesEffObjPlot->Print(plotDir + accTimesEffObjPlot->GetName() + ".pdf", "pdf");
accTimesEffNoTrgObjPlot->Print(plotDir + accTimesEffNoTrgObjPlot->GetName() + ".pdf", "pdf");
effAftTrgPlot->Print(plotDir + effAftTrgPlot->GetName() + ".pdf", "pdf");
trgRecoVsRecoPlot->Print(plotDir + trgRecoVsRecoPlot->GetName() + ".pdf", "pdf");
accPlot->Print(plotDir + accPlot->GetName() + ".pdf", "pdf");
}
if (saveAsPng) {
accTimesTrgEffPlot->Print(plotDir + accTimesTrgEffPlot->GetName() + ".png", "png");
accTimesEffPlot->Print(plotDir + accTimesEffPlot->GetName() + ".png", "png");
accTimesEffPlotEB->Print(plotDir + accTimesEffPlotEB->GetName() + ".png", "png");
accTimesEffPlotEE->Print(plotDir + accTimesEffPlotEE->GetName() + ".png", "png");
accTimesEffObjPlot->Print(plotDir + accTimesEffObjPlot->GetName() + ".png", "png");
accTimesEffNoTrgObjPlot->Print(plotDir + accTimesEffNoTrgObjPlot->GetName() + ".png", "png");
effAftTrgPlot->Print(plotDir + effAftTrgPlot->GetName() + ".png", "png");
trgRecoVsRecoPlot->Print(plotDir + trgRecoVsRecoPlot->GetName() + ".png", "png");
accPlot->Print(plotDir + accPlot->GetName() + ".png", "png");
}
if (saveAsRoot) {
accTimesTrgEffPlot->Print(plotDir + accTimesTrgEffPlot->GetName() + ".root", "root");
accTimesEffPlot->Print(plotDir + accTimesEffPlot->GetName() + ".root", "root");
accTimesEffPlotEB->Print(plotDir + accTimesEffPlotEB->GetName() + ".root", "root");
accTimesEffPlotEE->Print(plotDir + accTimesEffPlotEE->GetName() + ".root", "root");
accTimesEffObjPlot->Print(plotDir + accTimesEffObjPlot->GetName() + ".root", "root");
accTimesEffNoTrgObjPlot->Print(plotDir + accTimesEffNoTrgObjPlot->GetName() + ".root", "root");
effAftTrgPlot->Print(plotDir + effAftTrgPlot->GetName() + ".root", "root");
trgRecoVsRecoPlot->Print(plotDir + trgRecoVsRecoPlot->GetName() + ".root", "root");
accPlot->Print(plotDir + accPlot->GetName() + ".root", "root");
}
}
// write histos to file
output->cd();
hGenEvts->Write();
hGenEvtsEleInAcc->Write();
hGenEvtsEleInAccEB->Write();
hGenEvtsEleInAccEE->Write();
hGenEvtsMuInAcc->Write();
hGenEvtsInAcc->Write();
hTrgEvts->Write();
hRecoEvts->Write();
hRecoEvtsEB->Write();
hRecoEvtsEE->Write();
hRecoEleEvts->Write();
hRecoEleEvtsEB->Write();
hRecoEleEvtsEE->Write();
hRecoMuEvts->Write();
hAccEle->Write();
hAccEleEB->Write();
hAccEleEE->Write();
hAccMu->Write();
hAccTimesTrgEff->Write();
hTrgEff->Write();
hAccTimesEff->Write();
hAccTimesEffEB->Write();
hAccTimesEffEE->Write();
hAccTimesEffEle->Write();
hAccTimesEffEleEB->Write();
hAccTimesEffEleEE->Write();
hAccTimesEffMu->Write();
hEffAftTrg->Write();
hEffAftTrgEle->Write();
hEffAftTrgEleEB->Write();
hEffAftTrgEleEE->Write();
hEffAftTrgMu->Write();
fitFunc->Write();
fitFuncEB->Write();
fitFuncEE->Write();
output->Close();
timer.Stop();
timer.Print();
}
void advancedNoiseAnalysis( unsigned int runNumber, unsigned int loop = 1) {
string inputFileName = "./histo/run00" + toString( runNumber ) + "-ped-histo.root";
string outputFileName = "./histo/run00" + toString( runNumber ) + "-adv-noise.root";
// before opening the input and the output files, try to see if they
// are not opened yet and in case close them before continue
TList * listOfOpenedFile = (TList*) gROOT->GetListOfFiles();
for ( int i = 0; i < listOfOpenedFile->GetSize() ; ++i ) {
TFile * file = (TFile*) listOfOpenedFile->At( i ) ;
TString fileName(file->GetName());
TString inputFileName1( inputFileName.c_str() );
TString outputFileName1( outputFileName.c_str() );
if ( ( fileName.Contains( inputFileName1 ) ) ||
( inputFileName1.Contains( fileName ) ) ||
( fileName.Contains( outputFileName1 ) ) ||
( outputFileName1.Contains( fileName ) ) ) {
cout << "Closing " << fileName << " before reopen " << endl;
file->Close();
}
}
// close also all the previously opened canvas
TList * listOfOpenedCanvas = (TList*) gROOT->GetListOfCanvases();
for ( int i = 0 ; i < listOfOpenedCanvas->GetSize() ; ++i ) {
TCanvas * canvas = (TCanvas*) listOfOpenedCanvas->At( i );
TString canvasName2 = canvas->GetName();
if ( canvasName2.Contains( "det" ) ) {
canvas->Close();
}
}
// now safely open the file
TFile * inputFile = TFile::Open( inputFileName.c_str() ) ;
TFile * outputFile = TFile::Open( outputFileName.c_str(), "RECREATE") ;
TList * outputHistoList = new TList;
// look into the inputFile for a folder named
string pedeProcessorFolderName = "PedestalAndNoiseCalculator";
TDirectoryFile * pedeProcessorFolder = (TDirectoryFile*) inputFile->Get( pedeProcessorFolderName.c_str() );
if ( pedeProcessorFolder == 0 ) {
cerr << "No pedestal processor folder found in file " << inputFileName << endl;
return ;
}
// this folder should contain one folder for each loop.
string loopFolderName = "loop-" + toString( loop );
TDirectoryFile * loopFolder = (TDirectoryFile *) pedeProcessorFolder->Get( loopFolderName.c_str() );
if ( loopFolder == 0 ) {
cerr << "No " << loopFolderName << " found in file " << inputFileName << endl;
return ;
}
// guess the number of sensors from the number of subfolder in the loopfolder
size_t nDetector = loopFolder->GetListOfKeys()->GetSize();
cout << "This file contains " << nDetector << " detectors" << endl;
// prepare arrays to store the mean and the rms of the noise distribution
if ( noiseMean == NULL ) {
delete [] noiseMean;
noiseMean = NULL;
}
if ( noiseRMS == NULL ) {
delete [] noiseRMS;
noiseRMS = NULL;
}
if ( channel == NULL ) {
delete [] channel;
channel = NULL;
}
noiseMean = new double[ nDetector * kNChan ];
noiseRMS = new double[ nDetector * kNChan ];
channel = new double[ kNChan ];
string canvasName = "comparison";
string canvasTitle = "Noise comparison";
TCanvas * comparisonCanvas = new TCanvas( canvasName.c_str(), canvasTitle.c_str(), 1000, 500 );
comparisonCanvas->Divide(1,2);
TPad * topPad = (TPad*) comparisonCanvas->cd(1);
topPad->Divide( nDetector );
TPad * middlePad = (TPad *) comparisonCanvas->cd(2);
middlePad->Divide( kNChan );
// for each detector we have to get the noise map and to prepare 4
// separe histos and maps
for ( unsigned int iDetector = 0; iDetector < nDetector; iDetector++ ) {
// get the noise map.
string noiseMapName = "detector-" + toString( iDetector ) ;
noiseMapName += "/NoiseMap-d" + toString( iDetector ) ;
noiseMapName += "-l" + toString( loop ) ;
TH2D * noiseMap = ( TH2D* ) loopFolder->Get( noiseMapName.c_str() );
// create a folder in the output file
TDirectory * subfolder = outputFile->mkdir( string( "detector_" + toString( iDetector ) ).c_str(),
string( "detector_" + toString( iDetector ) ).c_str()
);
subfolder->cd();
string canvasName = "det" + toString( iDetector );
string canvasTitle = "Detector " + toString( iDetector );
TCanvas * canvas = new TCanvas( canvasName.c_str(), canvasTitle.c_str(), 1000, 500 );
canvas->Divide( kNChan, 2 );
// ok now start the loop on channels
for ( size_t iChan = 0 ; iChan < kNChan ; ++iChan ) {
if ( iDetector == 0 ) channel[iChan] = iChan - 0.5;
string tempName = "NoiseMap_d" + toString( iDetector ) + "_l" + toString( loop ) + "_ch" + toString( iChan ) ;
string tempTitle = "NoiseMap Det. " + toString( iDetector ) + " - Ch. " + toString( iChan ) ;
TH2D * noiseMapCh = new TH2D ( tempName.c_str() , tempTitle.c_str(),
kXPixel / kNChan , -0.5 + xLimit[ iChan ] , -0.5 + xLimit[ iChan + 1 ],
kYPixel, -0.5, -0.5 + kYPixel );
noiseMapCh->SetXTitle("X [pixel]");
noiseMapCh->SetYTitle("Y [pixel]");
noiseMapCh->SetZTitle("Noise [ADC]");
noiseMapCh->SetStats( false );
outputHistoList->Add( noiseMapCh ) ;
tempName = "NoiseDist_d" + toString( iDetector ) + "_l" + toString( loop ) + "_ch" + toString( iChan ) ;
tempTitle = "NoiseDist Det. " + toString( iDetector ) + " - Ch. " + toString( iChan ) ;
TH1D * noiseDistCh = new TH1D( tempName.c_str(), tempTitle.c_str(), 50, 0., 10. );
noiseDistCh->SetXTitle("Noise [ADC]");
noiseDistCh->SetLineColor( kColor[iDetector] );
noiseDistCh->SetLineStyle( iChan + 2 );
noiseDistCh->SetLineWidth( 2 );
outputHistoList->Add( noiseDistCh );
// let's start looping on pixels now
for ( size_t yPixel = 1 ; yPixel <= kYPixel ; ++yPixel ) {
for ( size_t xPixel = xLimit[ iChan ] + 1; xPixel <= xLimit[ iChan +1 ] ; ++xPixel ) {
double noise = noiseMap->GetBinContent( xPixel , yPixel );
noiseMapCh->Fill( xPixel - 1 , yPixel - 1, noise );
noiseDistCh->Fill( noise );
}
}
canvas->cd( iChan + 1 ) ;
noiseMapCh->Draw("colz");
canvas->cd( iChan + kNChan + 1 );
noiseDistCh->Draw();
topPad->cd( iDetector + 1 );
if ( iChan == 0 ) {
noiseDistCh->Draw();
} else {
noiseDistCh->Draw("same");
}
middlePad->cd( iChan + 1 );
if ( iDetector == 0 ) {
noiseDistCh->Draw();
} else {
noiseDistCh->Draw("same");
}
noiseMean[ kNChan * iDetector + iChan ] = noiseDistCh->GetMean();
noiseRMS[ kNChan * iDetector + iChan ] = noiseDistCh->GetRMS();
}
canvas->Write();
}
canvasName = "summary";
canvasTitle = "Noise summary";
TCanvas * summaryCanvas = new TCanvas( canvasName.c_str(), canvasTitle.c_str(), 1000, 500 );
summaryCanvas->SetGridx(1);
TLegend * legend = new TLegend(0.5, 4.8, 1.5, 4.3,"","br");;
for ( size_t iDetector = 0 ; iDetector < nDetector ; ++iDetector ) {
TGraphErrors * gr = new TGraphErrors( kNChan, channel, &noiseMean[ iDetector * kNChan ], NULL, &noiseRMS[ iDetector * kNChan ] );
gr->SetName( string( "NoisePerChannel_d" + toString( iDetector )).c_str());
gr->SetTitle(string("Detector " + toString( iDetector )).c_str());
gr->GetXaxis()->SetTitle("Channel #");
gr->GetYaxis()->SetTitle("Noise [ADC]");
gr->GetXaxis()->SetNdivisions( 5 );
gr->GetXaxis()->SetLabelSize( 0 );
gr->SetMarkerStyle( iDetector + 1 );
gr->SetMarkerColor( kColor[iDetector] );
gr->SetLineColor( kColor[iDetector] );
gr->SetLineWidth( 2 );
legend->AddEntry( gr, string("Detector " + toString( iDetector )).c_str(), "LP");
if ( iDetector == 0 ) {
gr->Draw("ALP");
} else {
gr->Draw("LP");
}
}
legend->Draw();
for ( size_t iChan = 0 ; iChan < kNChan ; ++iChan ) {
TPaveLabel * label = new TPaveLabel( iChan - 0.75 , 3.2 , iChan -0.25 , 3, string("Ch " + toString( iChan ) ).c_str());
label->Draw();
}
summaryCanvas->Write();
comparisonCanvas->Write();
outputHistoList->Write();
}
void format_plots_data(){
cout<<"hello world"<<endl;
CMSStyle();
///////////////////////////// Switcehs //////////////////////////////////////
int nKinemVars = nKinemVars_all;
string *s_KinemVars = s_KinemVars_all;
int printlevel = 1;
bool saveImages = true;
bool makediphoMassPlot = 1;
bool makeBkgDemo = 1;
bool makeBkg1 = 0;
bool makeBkgRat = 0;
///////////////////////////// File Work ///////////////////////////////////////
/*Debug*/ if(printlevel > 0) cout << "Start File work" << endl;
///INPUT FILES
const int nDataAndMcFiles = 1;
string Data = "Data";
string s_DataAndMcFiles[nDataAndMcFiles] = {Data};//** FOR INEDEXING
string s_DataAndMcFiles_v4[nDataAndMcFiles] = {Data};
///Output File
TFile* fplots = new TFile(formatedplotsroot_data.c_str(),"RECREATE");
TFileMap PostAnaAnaFiles;
TFileMap MainAnaFiles;
cout<<endl<<"Reading in data file "<<plotsAndBackground_data<<endl<<endl;
PostAnaAnaFiles[Data] = new TFile(plotsAndBackground_data.c_str());
MainAnaFiles[Data] = new TFile(plotsroot_data.c_str());
// PostAnaAnaFiles["st350ho200"] = new TFile(plotsAndBackground_mc.c_str());
// MainAnaFiles["st350ho200"] = new TFile(plotsroot_mc.c_str());
cout<<endl<<"Writing finished plots to file "<<plotsroot_data<<endl<<endl;
///////////////////////////// STANDARD MARKINGS ///////////////////////////////////////
TLatex * TEX_CMSPrelim;
if(preliminary) TEX_CMSPrelim = new TLatex(0.177136,0.953368,"CMS Preliminary");
else TEX_CMSPrelim = new TLatex(0.177136,0.953368,"CMS");
PrettyLatex(TEX_CMSPrelim,0.03);
TLatex * TEX_E_TeV = new TLatex(0.800251,0.953368,"#sqrt{s} = 8 TeV");
PrettyLatex(TEX_E_TeV,0.03);
TLatex * TEX_lumi_fb = new TLatex(0.621859,0.953368,Form("#intL dt = %.1f fb^{-1}",Integrated_Luminosity_Data));
PrettyLatex(TEX_lumi_fb,0.03);
///////////////////////////// Other Lists ///////////////////////////////////////
/*Debug*/ if(printlevel > 0) cout << "Make Other Lists" << endl;
/////////////// FOR INDEXING, USE THESE /////////////////////////
/// string s_MassBkgDists[nPhoMassAndBkgDists]={lowSB,tag,upperSB,bkg,tag_subbkg,lowSB_scaled,upperSB_scaled};
/// string s_EventTopology[nEventTopologies]={"","1Jb","3J","3Jb","metCut"};
/// string s_KinemVars[nKinemVars]={"MET","ST","PtGG","HT","MHT"};
/// string s_DataAndMcFiles[nDataAndMcFiles]={Data,"MC_st350ho200"...}
/////////////////////////////////////////////////////////////////
// const int nEventTopologies = 5; // the number of types of cuts selected, like 1JB...
//string s_EventTopology[nEventTopologies] = {"","1Jb","3J","3Jb","metCut"};//** FOR INEDEXING
string s_EventTopology_v2[nEventTopologies];//{"","_1Jb","_3J","_3Jb","_metCut"};
string s_EventTopology_v3[nEventTopologies];//{"","_1Jb_","_3J_","_3Jb_","_metCut_"};
//s_EventTopology_v2[0]=s_EventTopology[0];
//s_EventTopology_v3[0]=s_EventTopology[0];
for (int i=0; i<nEventTopologies; i++) {
s_EventTopology_v2[i] = string("_")+s_EventTopology[i];
s_EventTopology_v3[i] = string("_")+s_EventTopology[i]+"_";
}
//const int nPhoMassAndBkgDists //lsb, tag, usb...
// string s_MassBkgDists[] = {"lowSB","tag","upperSB","bkg","tag_subbkg","lowSB_scaled","upperSB_scaled"};
// string s_MassBkgDists_v2[] = {"_lowSB","_tag","_upperSB","_bkg","_tag_subbkg","_lowSB_scaled","_upperSB_scaled"};
string s_MassBkgDists_v2[nPhoMassAndBkgDists];
for (int i=0; i<nPhoMassAndBkgDists; i++) {s_MassBkgDists_v2[i]=string("_")+s_MassBkgDists[i];}
string s_DataAndMcFiles_v2[nDataAndMcFiles];
string s_DataAndMcFiles_v3[nDataAndMcFiles];
s_DataAndMcFiles_v2[0]=Data;//{Data,"MC_st350ho200"...}
s_DataAndMcFiles_v3[0]=Data;//{Data,"MC","MC","MC"...}
for (int i=1; i<nDataAndMcFiles; i++) {s_DataAndMcFiles_v3[i]=string("MC_")+s_DataAndMcFiles[i];}
for (int i=1; i<nDataAndMcFiles; i++) {s_DataAndMcFiles_v3[i]=string("MC");}
///////////////////////////// LUMI SCALES ///////////////////////////////////////
/*Debug*/ if(printlevel > 0) cout << "Set Lumi Scales" << endl;
Labledflaot lumiscalemap;
lumiscalemap[Data] = 1.;
const float Integrated_Luminosity_Data = 5.725; /*fb^-1*/
lumiscalemap["st350ho200"] = (Integrated_Luminosity_Data * 447.4 /*fb*/)/((float) 1000000 /*events*/);
//////////////////////////////////////////////////////////////////////////////
///////////////////////////////Load h_mGG/////////////////////////////////////
/*Debug*/ if(printlevel > 0) cout << "Load h_mGG" << endl;
//load mGG_unsliced histograms from all files.
Lable2Hist h_mGG_unsliced;
for (int jFile=0; jFile<nDataAndMcFiles; jFile++) { //loop over all files
LableHist tmp; // this is the collection of histograms, indexed by topology name
/*Debug*/ if(printlevel > 2) cout << "first loop, jFile = "<<jFile << endl;
for (int iTop = 0; iTop<nEventTopologies; iTop++) {
/*Debug*/ if(printlevel > 4) cout << "second loop, iTop = "<<iTop <<endl;
string instring = string("h_mGG") +s_EventTopology[iTop] + "_unsliced";
/*Debug*/ if(printlevel > 4) cout << "loading "<<instring<< " from file " << s_DataAndMcFiles[jFile] << " for topology "<<s_EventTopology[iTop] <<endl;
tmp[s_EventTopology[iTop]] = (TH1F*)PostAnaAnaFiles[s_DataAndMcFiles[jFile]]->Get(instring.c_str());
/*Debug*/ if(printlevel > 4) cout << "succeeded"<<endl;
//fix the root names
string newname = instring+"_"+s_DataAndMcFiles[jFile];
/*Debug*/ if(printlevel > 4) cout << "resetting name to "<<newname<<" for topology "<<s_EventTopology[iTop]<<endl;
// /*Debug*/ if(printlevel > 6) cout << tmp[s_EventTopology[iTop]]->Integral()<<endl;
tmp[s_EventTopology[iTop]]->SetName((newname).c_str());
/*Debug*/ if(printlevel > 4) cout << "succeeded"<<endl;
}
/*Debug*/ if(printlevel > 2) cout << "Attempting to write tmp to h_mGG_unsliced with tag "<<s_DataAndMcFiles[jFile] << endl;
h_mGG_unsliced[s_DataAndMcFiles[jFile]] = tmp;
/*Debug*/ if(printlevel > 2) cout << "succeeded"<<endl;
}
// TH1F* h_mGG_unsliced = (TH1F*)fin.Get("h_mGG_unsliced");
// TH1F* h_mGG_1Jb_unsliced = (TH1F*)fin.Get("h_mGG_1Jb_unsliced");
////////////////////////////// Load Kin Var Plots //////////////////////////////////////
/*Debug*/ if(printlevel > 0) cout << "Load Kin Var Plots" << endl;
Lable3HistArr KinVarHistMap;
for (int jFile=0; jFile<nDataAndMcFiles; jFile++) {
/*Debug*/ if(printlevel >2) cout << "first loop, jFile = "<<jFile <<endl;
Lable2HistArr tmpMapTopo;
for (int iTop = 0; iTop<nEventTopologies; iTop++) {
/*Debug*/ if(printlevel >4) cout << "second loop, iTop = "<<iTop <<endl;
LableHistArr tmpMapKinVar;
for (int kKinVar = 0; kKinVar<nKinemVars; kKinVar++) {
/*Debug*/ if(printlevel >6) cout << "third loop, kKinVar = "<<kKinVar <<endl;
//there is no MET dist for metCut, so don't try to load it.
if (s_EventTopology[iTop].compare("metCut") == 0 && s_KinemVars[kKinVar].compare("MET") == 0) continue;
if (iTop == 2 && kKinVar==0) {cout << endl<<endl<<" ***** ERROR!! your attempt to skip metCut|MET failed"<<endl<<endl; }
TH1F** tmpHistArray = new TH1F*[nPhoMassAndBkgDists];
//LoadHistSet(hMET, &fin, "MET");
for (int lMassDist=0; lMassDist < nPhoMassAndBkgDists; lMassDist++){
/*Debug*/ if(printlevel >8) cout << "forth loop, lMassDist = "<<lMassDist <<" out of "<<nPhoMassAndBkgDists<<endl;
string instring = string("h")+s_KinemVars[kKinVar]+s_EventTopology[iTop]+"_"+s_MassBkgDists[lMassDist];
/*Debug*/ if(printlevel >8) cout << "Load hist "<<instring<< " from file "<< s_DataAndMcFiles[jFile] << " into tmpHistArray["<<lMassDist<<"]"<<endl;
tmpHistArray[lMassDist] = (TH1F*) PostAnaAnaFiles[s_DataAndMcFiles[jFile]]->Get( instring.c_str() );
//fix the root name
string newname = instring+"_"+s_DataAndMcFiles[jFile];
/*Debug*/ if(printlevel >8) cout << "rename hist "<<newname <<endl;
tmpHistArray[lMassDist]->SetName((newname).c_str());
/*Debug*/ if(printlevel >8) cout << "success" <<endl;
string newtitle = string(";")+s_KinemVars[kKinVar]+" (GeV)";
tmpHistArray[lMassDist]->SetTitle((char*)newtitle.c_str());
}//end for every Mass Dist
/*Debug*/ if(printlevel >6) cout << "load hist array into tmpMapKinVar for "<< s_KinemVars[kKinVar] <<endl;
tmpMapKinVar[s_KinemVars[kKinVar]] = tmpHistArray;
}//End for each kinematic varraible
/*Debug*/ if(printlevel >4) cout << "load hist array into tmpMapTopo for "<< s_EventTopology[iTop] <<endl;
tmpMapTopo[s_EventTopology[iTop]] = tmpMapKinVar;
}//end for each topology
/*Debug*/ if(printlevel >2) cout << "load hist array into KinVarHistMap for "<< s_DataAndMcFiles[jFile] <<endl;
KinVarHistMap[s_DataAndMcFiles[jFile]] = tmpMapTopo;
}//end for each file
/*Debug*/ if(printlevel >2){
cout << "***KinVarHistMap should now be loaded, but did it work?***"<<endl;
//cout << "Data 1Jb MHT tag name:" <<KinVarHistMap["Data"]["1Jb"]["MHT"][1]->GetName()<<endl;
//cout << "Data 3Jb MHT tag name:" <<KinVarHistMap["Data"]["3Jb"]["MHT"][1]->GetName()<<endl;
//cout << "Data 1Jb ST tag name:" <<KinVarHistMap["Data"]["1Jb"]["ST"][1]->GetName()<<endl;
//cout << "Data 1Jb MHT sb name:" <<KinVarHistMap["Data"]["1Jb"]["MHT"][5]->GetName()<<endl;
cout << "Data MHT L/R bin 0:" <<KinVarHistMap["Data"]["NULL"]["MHT"][7]->GetBinContent(1)<<endl;
cout << "Data HT L/R bin 0:" <<KinVarHistMap["Data"]["NULL"]["HT"][7]->GetBinContent(1)<<endl;
cout << "Data ST L/R bin 0:" <<KinVarHistMap["Data"]["NULL"]["ST"][7]->GetBinContent(1)<<endl;
cout << "***If this is printing, then the answer is probably Yes ***"<<endl;
}
// h_mGG_unsliced->SetName("h_mGG_unsliced");
/* TH1F * hMET[nPhoMassAndBkgDists];
LoadHistSet(hMET, &fin, "MET");
TH1F * hST_1Jb[nPhoMassAndBkgDists];
LoadHistSet(hST_1Jb,&fin,"ST_1Jb");
*/
////////////////////////////////////////////////////////////////////
/*Debug*/ if(printlevel > 0) cout << "Load the Fit Curves" << endl;
//load the fit curves for the data.
TF1* mgg_fit_curve[nEventTopologies];
for (int iTop=0; iTop<nEventTopologies; iTop++) {
/*Debug*/ if(printlevel > 1) cout << "first loop, iTop = "<<iTop <<endl;
string instring = string("mgg") + s_EventTopology_v3[iTop] + "fit";
/*Debug*/ if(printlevel > 1) cout << "instring = "<<instring <<endl;//mggNULLfit, am I naming it wrong?
mgg_fit_curve[iTop] = (TF1*)PostAnaAnaFiles[Data]->Get(instring.c_str());
/*Debug*/ if(printlevel > 1) cout << "supposidly loaded it, try it "<<endl;
/*Debug*/ if(printlevel > 1) cout << mgg_fit_curve[iTop]->GetProb() <<endl;//seg faults the first time it's exectuted.
/* mgg_fit_curve[0] = (TF1*)fin.Get("mggfit");
mgg_fit_curve[1] = (TF1*)fin.Get("mgg_1Jb_fit");
mgg_fit_curve[2] = (TF1*)fin.Get("mgg_3J_fit");
mgg_fit_curve[3] = (TF1*)fin.Get("mgg_3Jb_fit");
mgg_fit_curve[4] = (TF1*)fin.Get("mgg_metCut_fit");*/
}
// %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
// ___ __ ____ ___ __ __
// / _ \___ ___ ____/ /_ __ / __/__ ____ / _ \/ /__ / /____
// / , _/ -_) _ `/ _ / // / / _// _ \/ __/ / ___/ / _ \/ __(_-<
// /_/|_|\__/\_,_/\_,_/\_, / /_/ \___/_/ /_/ /_/\___/\__/___/
// /___/
/*Debug*/ if(printlevel > 0) cout << "Start Building Plots" << endl;
fplots->cd();
//if there is not a plots folder, make it.
// __ ___ ___ __ __
// / |/ /__ ____ _ / _ \/ /__ / /_
// / /|_/ / _ `/ _ `/ / ___/ / _ \/ __/
// /_/ /_/\_, /\_, / /_/ /_/\___/\__/
// /___//___/
/*Debug*/ if(printlevel > 0) cout << "Build mass plots" << endl;
//diphoton mass plots, one for each data plot, for each topology.
if(makediphoMassPlot){
for (int iTop = 0; iTop<nEventTopologies; iTop++) {
/*Debug*/ if(printlevel > 1) cout << "first loop, iTop = "<<iTop <<endl;
string canvName = string("c_mgg")+s_EventTopology_v2[iTop]+"_unsliced";
/*Debug*/ if(printlevel > 1) cout << "made tempCanv with name "<<canvName <<endl;
TCanvas* tempCanv = newTCanvas((char*)canvName.c_str()); //char*error
/*Debug*/ if(printlevel > 1) cout << "Enter the merky deptsh of diphoMassPlot"<<endl;
diphoMassPlot(h_mGG_unsliced[Data][s_EventTopology[iTop]],tempCanv,mgg_fit_curve[iTop]);
/*Debug*/ if(printlevel > 1) cout << "fin dinphoMass plot, try to write to fplots" <<endl;
tempCanv->Write();
if(saveImages) SaveCanvas(tempCanv,plotsdir+tempCanv->GetName(),"ggifpdfjpgepspng");//save as all types
//if(saveImages) SaveCanvas(tempCanv,plotsdir+tempCanv->GetName(),"ggifpdfeps");//save as all types
}
}
// %%%%%%%%%%%%%%%%%%%%%%%% Kinematics and backgrounds %%%%%%%%%%%%%%%%%
// ___ __ ___ ___ __ __
// / _ )/ /_____ _/ _ \___ __ _ ___ / _ \/ /__ / /____
// / _ / '_/ _ `/ // / -_) ' \/ _ \ / ___/ / _ \/ __(_-<
// /____/_/\_\\_, /____/\__/_/_/_/\___/ /_/ /_/\___/\__/___/
// /___/
/*Debug*/ if(printlevel > 0) cout << "Build Kin Var plots type 1" << endl;
//Arrangement 1
TH1F * box = new TH1F("box","asdf",1,0,1);
box->SetMarkerColor(kRed);
box->SetMarkerStyle(25);
box->SetMarkerSize(2);
box->SetLineColor(0);
///Demonstrate background. Plot two side bands with their ratio as a sub-plot. include a switchable Tag.
if(makeBkgDemo){
for (int iTop = 0; iTop<nEventTopologies; iTop++){
for (int kKinVar = 0; kKinVar<nKinemVars; kKinVar++){
/*Debug*/ if(printlevel >2) cout << "iTop="<<iTop<<" kKinVar="<<kKinVar<<endl;
if (s_EventTopology[iTop].compare("metCut")==0 && s_KinemVars[kKinVar].compare("MET")==0 ){
/*Debug*/ if(printlevel >2) cout << "skipping met plot for met cut"<<endl;
continue;
}
string canvName = string("BkgFull_")+s_KinemVars[kKinVar]+s_EventTopology_v2[iTop];
/*Debug*/ if(printlevel >6) {TH1F** h = KinVarHistMap[Data][s_EventTopology[iTop]][s_KinemVars[kKinVar]];
/*Debug*/ if(printlevel >6) printf("Scan1 Ratio bin1 for %s %s = %f\n",s_EventTopology[iTop].c_str(),s_KinemVars[kKinVar].c_str(),h[7]->GetBinContent(1));}
TCanvas* tempCanv = newTCanvas((char*)canvName.c_str());
BkgDemo_Diplot(tempCanv,
KinVarHistMap[Data][s_EventTopology[iTop]][s_KinemVars[kKinVar]],
makeL1(0.2072864,0.7203704,0.4070352,0.9203704),
makeL2(0.51005,0.706436,0.708543,0.902669));
//tempCanv->Write();
//if(saveImages)SaveCanvas(tempCanv,plotsdir+tempCanv->GetName(),"ggif");//save as all types
//if(saveImages)SaveCanvas(tempCanv,plotsdir+tempCanv->GetName(),"ggifpdfeps");//save as all types
}//edn for each kinematic varriable
}//end for each topology
}
// ___ __ ___ ___ __ __
// / _ )/ /_____ < / / _ \/ /__ / /____
// / _ / '_/ _ `/ / / ___/ / _ \/ __(_-<
// /____/_/\_\\_, /_/ /_/ /_/\___/\__/___/
// /___/
///Demostrate background-upper. Plot the two side bands together, but ignore the ratio. (Arr2)
if(makeBkg1){
for (int iTop = 0; iTop<nEventTopologies; iTop++) {
for (int kKinVar = 0; kKinVar<nKinemVars; kKinVar++) {
if (s_EventTopology[iTop].compare("metCut")==0 && s_KinemVars[kKinVar].compare("MET")==0 ) continue;
string canvName = string("Bkg1_")+s_KinemVars[kKinVar]+s_EventTopology_v2[iTop];
string canvNamelog = string("Bkg1Log_")+s_KinemVars[kKinVar]+s_EventTopology_v2[iTop];
TCanvas* tempCanv = newTCanvas((char*)canvName.c_str());
TCanvas* tempCanvlog = newTCanvas((char*)canvNamelog.c_str());
tempCanvlog->SetTopMargin(0.06);
tempCanvlog->SetBottomMargin(0.15);
TH1F** h = KinVarHistMap[Data][s_EventTopology[iTop]][s_KinemVars[kKinVar]];
tempCanv->cd();
//RaiseRangeRoof(h[5],1.25);
//RaiseRangeRoof(h[1],1.25);
//RaiseRangeRoof(h[6],1.25);
PrettyHist(h[5],kBlue);
PrettyHist(h[1],1);
PrettyHist(h[6],kGreen);
PrettyHist(h[3],kRed);
// string cname = tempCanv->GetName();
// if(cname.find("_HT")!=string::npos)//if found "_HT" in the name
// h[5]->GetXaxis()->SetLabelSize(0.04);
//SPECIAL
if (s_KinemVars[kKinVar].compare("HT") == 0) {
h[5]->GetXaxis()->SetLabelSize(0.04);}
PrettyBlock2(h[5],kBlue,3354,2);//PrettyMarker(h[5],kBlue,4);
//PrettyBlock(h[5],kBlue,string("//thatch"));//PrettyMarker(h[5],kBlue,4);
PrettyMarker(h[1]);
PrettyBlock2(h[6],kGreen,3345,2);//PrettyMarker(h[6],kGreen,4);
h[3]->SetFillStyle(0);//open rectangle
h[3]->SetLineColor(kRed);
h[3]->SetLineWidth(4);
//PrettyBlock(h[6],kGreen,string("\\thatch"));//PrettyMarker(h[6],kGreen,4);
playNiceWithLegend(h[3],0.30,0.0);
playNiceWithLegend(h[6],0.30,0.0);
playNiceWithLegend(h[5],0.30,0.0);
playNiceWithLegend(h[1],0.30,0.0);
h[6]->SetMinimum(0.0);
SameRange(h[1],h[3]);
SameRange(h[5],h[6],h[1]);
SameRange(h[1],h[3]);
h[5]->Draw("e2p");
h[6]->Draw("e2psame");
h[3]->Draw("e2psame");
//if(showTag) h[1]->Draw("e1psame");//tag
TLegend* l1 = makeL1_v2(0.443467,0.720207,0.643216,0.919689);
if(showTag) l1->AddEntry(h[1],"Higgs Mass Region");
l1->AddEntry(h[5],"Lower Mass Sideband");
l1->AddEntry(h[6],"Upper Mass Sideband");
l1->AddEntry(box,"Data Driven Background");//h[3
l1->Draw("same");
TEX_CMSPrelim->Draw("same");
TEX_E_TeV->Draw("same");
TEX_lumi_fb->Draw("same");
tempCanv->Write();
if(saveImages)SaveCanvas(tempCanv,plotsdir+tempCanv->GetName(),"ggif");//save as all types
//if(saveImages)SaveCanvas(tempCanv,plotsdir+tempCanv->GetName(),"ggifpdfeps");//save as all types
tempCanvlog->cd();
h[5]->SetMinimum(0.05);
tempCanvlog->SetLogy();
h[5]->Draw("e2p");
h[6]->Draw("e2psame");
h[3]->Draw("e2psame");
l1->Draw("same");
TEX_CMSPrelim->Draw("same");
TEX_E_TeV->Draw("same");
TEX_lumi_fb->Draw("same");
if(saveImages)SaveCanvas(tempCanvlog,plotsdir+tempCanvlog->GetName(),"ggif");//save as all types
}//edn for each kinematic varriable
}//end for each topology
}//end if
// ___ __ ___ __ _ ___ __ __
// / _ )/ /_____ _ / _ \___ _/ /_(_)__ / _ \/ /__ / /____
// / _ / '_/ _ `/ / , _/ _ `/ __/ / _ \ / ___/ / _ \/ __(_-<
// /____/_/\_\\_, / /_/|_|\_,_/\__/_/\___/ /_/ /_/\___/\__/___/
// /___/
///Demostrate background--Ratio. Plot the ratio of the two side bands, and nothing else.
if(makeBkgRat){
for (int iTop = 0; iTop<nEventTopologies; iTop++) {
for (int kKinVar = 0; kKinVar<nKinemVars; kKinVar++) {
/*Debug*/ if(printlevel >6) cout << "Data MHT L/R bin 0:" <<KinVarHistMap["Data"]["NULL"]["MHT"][7]->GetBinContent(1)<<endl;
if (s_EventTopology[iTop].compare("metCut")==0 && s_KinemVars[kKinVar].compare("MET")==0 ) continue;
string canvName = string("BkgRat_")+s_KinemVars[kKinVar]+s_EventTopology_v2[iTop];
TCanvas* tempCanv = newTCanvas((char*)canvName.c_str());
TH1F** h = KinVarHistMap[Data][s_EventTopology[iTop]][s_KinemVars[kKinVar]];
/*Debug*/ if(printlevel >6) printf("Scan2 Ratio bin1 for %s %s = %f\n",s_EventTopology[iTop].c_str(),s_KinemVars[kKinVar].c_str(),h[7]->GetBinContent(1));
tempCanv->cd();
PrettyHist(h[7],kTeal);
h[7]->GetYaxis()->SetRangeUser(0.,2.);
if (s_KinemVars[kKinVar].compare("HT") == 0) {
h[7]->GetXaxis()->SetLabelSize(0.04);}
PrettyMarker(h[7],kTeal);
h[7]->Draw("e1p");
TAxis* xaxis = h[7]->GetXaxis();
TLine *OneLine = new TLine(xaxis->GetXmin(),1.0,xaxis->GetXmax(),1.0);
OneLine->SetLineColor(kBlack);
OneLine->SetLineWidth(2);
OneLine->SetLineStyle(7);//dashed.
OneLine->Draw("same");
h[7]->Draw("e1psame");
TLegend* l1 = makeL1_v2(0.330402,0.836788,0.530151,0.919689);
l1->AddEntry(h[7],"Lower/Upper Sideband Ratio");
l1->Draw("same");
TEX_CMSPrelim->Draw("same");
TEX_E_TeV->Draw("same");
TEX_lumi_fb->Draw("same");
tempCanv->Write();
if(saveImages)SaveCanvas(tempCanv,plotsdir+tempCanv->GetName(),"ggif");//save as all types
//if(saveImages)SaveCanvas(tempCanv,plotsdir+tempCanv->GetName(),"ggifpdfeps");//save as all types
}//edn for each kinematic varriable
}//end for each topology
}//end if makeBkgRat
///END MAKE PLOTS
/*Debug*/ if(printlevel > 0) cout << "Close Files" << endl;
fplots->Close();
//itterate over the map. close everything.
for( TFileMap::iterator i=PostAnaAnaFiles.begin(); i!=PostAnaAnaFiles.end(); ++i){
(*i).second->Close();
}
for( TFileMap::iterator i=MainAnaFiles.begin(); i!=MainAnaFiles.end(); ++i){
(*i).second->Close();
}
}//end format plots
void DrawSignalProperties(TString OPTION)
{
gROOT->ForceStyle();
const int NCAT = 7;
const int N = 5;
const int MASS[N] = {115,120,125,130,135};
int COLOR[N] = {kBlack,kGreen+1,kRed+1,kBlue,kMagenta};
int STYLE[N] = {20,21,22,23,24};
TFile *fSig = TFile::Open("workspace/signal_shapes_workspace_"+OPTION+".root");
RooWorkspace *wSig = (RooWorkspace*)fSig->Get("w");
float x[N],yMean[N][NCAT],ySigma[N][NCAT],yWidth[N][NCAT],eMean[N][NCAT],eSigma[N][NCAT];
TH1F *hWidth[N],*hMean[N],*hSigma[N];
TH2F *hFractionGF = new TH2F("FractionGF","FractionGF",NCAT,0,NCAT,N,0,N);
for(int icat=0;icat<NCAT;icat++) {
hFractionGF->GetXaxis()->SetBinLabel(icat+1,TString::Format("CAT%d",icat));
}
for(int im=0;im<N;im++) {
hFractionGF->GetYaxis()->SetBinLabel(im+1,TString::Format("%d",MASS[im]));
}
//---------------------------------------------------------------------
TCanvas *can = new TCanvas("SignalProperties","SignalProperties",900,600);
can->Divide(2,2);
TCanvas *can2 = new TCanvas("GFFraction","GFFraction",900,600);
TLegend *leg = new TLegend(0.18,0.2,0.9,0.9);
leg->SetFillColor(0);
leg->SetBorderSize(0);
leg->SetTextFont(42);
leg->SetTextSize(0.07);
for(int im=0;im<N;im++) {
hWidth[im] = new TH1F(TString::Format("width_m%d",MASS[im]),TString::Format("width_m%d",MASS[im]),NCAT,0,NCAT);
hMean[im] = new TH1F(TString::Format("mean_m%d",MASS[im]),TString::Format("mean_m%d",MASS[im]),NCAT,0,NCAT);
hSigma[im] = new TH1F(TString::Format("sigma_m%d",MASS[im]),TString::Format("sigma_m%d",MASS[im]),NCAT,0,NCAT);
hWidth[im]->SetLineColor(COLOR[im]);
hWidth[im]->SetMarkerColor(COLOR[im]);
hWidth[im]->SetMarkerStyle(STYLE[im]);
hMean[im]->SetLineColor(COLOR[im]);
hMean[im]->SetMarkerColor(COLOR[im]);
hMean[im]->SetMarkerStyle(STYLE[im]);
hSigma[im]->SetLineColor(COLOR[im]);
hSigma[im]->SetMarkerColor(COLOR[im]);
hSigma[im]->SetMarkerStyle(STYLE[im]);
x[im] = MASS[im];
for(int icat=0;icat<NCAT;icat++) {
if (im == 0) {
hWidth[im]->GetXaxis()->SetBinLabel(icat+1,TString::Format("CAT%d",icat));
hMean[im]->GetXaxis()->SetBinLabel(icat+1,TString::Format("CAT%d",icat));
hSigma[im]->GetXaxis()->SetBinLabel(icat+1,TString::Format("CAT%d",icat));
}
yMean[im][icat] = (RooRealVar*)wSig->var(TString::Format("mean_m%d_CAT%d",MASS[im],icat))->getValV();
eMean[im][icat] = (RooRealVar*)wSig->var(TString::Format("mean_m%d_CAT%d",MASS[im],icat))->getError();
ySigma[im][icat] = (RooRealVar*)wSig->var(TString::Format("sigma_m%d_CAT%d",MASS[im],icat))->getValV();
eSigma[im][icat] = (RooRealVar*)wSig->var(TString::Format("sigma_m%d_CAT%d",MASS[im],icat))->getError();
yWidth[im][icat] = (RooRealVar*)wSig->var(TString::Format("fwhm_m%d_CAT%d",MASS[im],icat))->getValV()/yMean[im][icat];
hWidth[im]->SetBinContent(icat+1,yWidth[im][icat]);
hMean[im]->SetBinContent(icat+1,yMean[im][icat]/x[im]);
hMean[im]->SetBinError(icat+1,eMean[im][icat]/x[im]);
hSigma[im]->SetBinContent(icat+1,ySigma[im][icat]/yMean[im][icat]);
hSigma[im]->SetBinError(icat+1,(ySigma[im][icat]/yMean[im][icat])*sqrt(pow(eMean[im][icat]/yMean[im][icat],2)+pow(eSigma[im][icat]/ySigma[im][icat],2)));
float gf = (RooRealVar*)wSig->var(TString::Format("yield_signalGF_mass%d_CAT%d",MASS[im],icat))->getValV();
float vbf = (RooRealVar*)wSig->var(TString::Format("yield_signalVBF_mass%d_CAT%d",MASS[im],icat))->getValV();
float f = gf/(gf+vbf);
hFractionGF->SetBinContent(icat+1,im+1,f);
}
leg->AddEntry(hWidth[im],TString::Format("M_{H} = %d GeV",MASS[im]),"P");
if (im == 0) {
hWidth[im]->GetYaxis()->SetRangeUser(0.1,0.3);
hWidth[im]->GetYaxis()->SetTitle("FWHM / m");
hMean[im]->GetYaxis()->SetRangeUser(0.9,1.1);
hMean[im]->GetYaxis()->SetTitle("m / M_{H}");
hSigma[im]->GetYaxis()->SetRangeUser(0.04,0.16);
hSigma[im]->GetYaxis()->SetTitle("#sigma / m");
can->cd(1);
hWidth[im]->Draw("LP");
can->cd(2);
hMean[im]->Draw("LP");
can->cd(3);
hSigma[im]->Draw("LP");
}
else {
can->cd(1);
hWidth[im]->Draw("LPsame");
can->cd(2);
hMean[im]->Draw("LPsame");
can->cd(3);
hSigma[im]->Draw("LPsame");
}
}
can->cd(4);
leg->Draw();
can2->cd();
gStyle->SetPalette(42,0);
gStyle->SetPaintTextFormat("1.2g");
hFractionGF->SetMarkerSize(2.0);
hFractionGF->GetYaxis()->SetTitle("Higgs mass (GeV)");
hFractionGF->GetXaxis()->SetTitle("Category");
hFractionGF->Draw("COL TEXT");
can->SaveAs(TString::Format("plots/properties/%s.png",can->GetName()));
can2->SaveAs(TString::Format("plots/properties/%s.png",can2->GetName()));
}
void comparePlots(std::string fname="elec10", int mom=10, bool save=false) {
gStyle->SetCanvasBorderMode(0); gStyle->SetCanvasColor(kWhite);
gStyle->SetPadColor(kWhite); gStyle->SetFillColor(kWhite);
gStyle->SetOptTitle(0);
gStyle->SetOptStat(1100); gStyle->SetOptFit(0);
std::string tags[2] = {"Old", "New"};
int color[2] = {2,4};
int marker[2] = {20,21};
int style[2] = {1,2};
int rebin[16] = {20,20,20,20, 2, 2, 2, 2, 2, 2,10,10,10,10,10,10};
int type[16] = { 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0};
int edgex[16] = { 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0};
std::string name1[16] = {"Etot0", "Etot1", "EtotG0", "EtotG1",
"r1by250", "r1by251", "r1by90", "r1by91",
"r9by250", "r9by251", "sEtaEta0", "sEtaEta1",
"sEtaPhi0", "sEtaPhi1", "sPhiPhi0", "sPhiPhi1"};
char name[100];
TFile *file[2];
for (int i=0; i<2; ++i) {
sprintf (name, "%s%d%s.root", fname.c_str(), mom, tags[i].c_str());
file[i] = new TFile(name);
}
for (int k=0; k<16; ++k) {
TH1D* hist[2];
sprintf (name, "%s", name1[k].c_str());
for (int i=0; i<2; ++i) {
hist[i] = (TH1D*)file[i]->FindObjectAny(name);
if (hist[i] != 0) {
if (rebin[k] > 1) hist[i]->Rebin(rebin[k]);
hist[i]->GetXaxis()->SetLabelOffset(0.005);
hist[i]->GetXaxis()->SetTitleOffset(1.40);
hist[i]->GetYaxis()->SetLabelOffset(0.005);
hist[i]->GetYaxis()->SetTitleOffset(1.40);
hist[i]->SetMarkerStyle(marker[i]);
hist[i]->SetMarkerColor(color[i]);
hist[i]->SetLineColor(color[i]);
hist[i]->SetLineStyle(style[i]);
hist[i]->SetLineWidth(2);
}
}
if (hist[0] != 0 && hist[1] != 0) {
double xmin = (edgex[k] == 0) ? 0.65 : 0.11;
TLegend *legend = new TLegend(xmin, 0.70, xmin+0.25, 0.79);
legend->SetFillColor(kWhite);
sprintf (name, "c_%sE%d", name1[k].c_str(),mom);
TCanvas *pad = new TCanvas(name, name, 700, 500);
pad->SetRightMargin(0.10);
pad->SetTopMargin(0.10);
if (type[k] != 0) pad->SetLogy();
double ytop(0.90), dy(0.05);
for (int i=0; i<2; ++i) {
if (i == 0) hist[i]->Draw("hist");
else hist[i]->Draw("sameshist");
pad->Update();
sprintf (name, "%d GeV Electron (%s)", mom, tags[i].c_str());
legend->AddEntry(hist[i],name,"lp");
TPaveStats* st1 = (TPaveStats*)hist[i]->GetListOfFunctions()->FindObject("stats");
if (st1 != NULL) {
st1->SetLineColor(color[i]); st1->SetTextColor(color[i]);
st1->SetY1NDC(ytop-dy); st1->SetY2NDC(ytop);
st1->SetX1NDC(xmin); st1->SetX2NDC(xmin+0.25);
ytop -= dy;
}
pad->Modified();
pad->Update();
}
legend->Draw("same");
pad->Update();
if (save) {
sprintf (name, "%s.pdf", pad->GetName());
pad->Print(name);
}
}
}
}
