void DileptonAnalyzer::storeSignalEfficiencies( TFile & outputFile ) {
// Store in a TProfile
TProfile *sigEffOne = new TProfile("SignalEfficOneDecay","Signal efficiencies when one exotic decays in this channel",10,0.5,10.5,-9.9e9,9.9e9);
TAxis *sigEffOneAxis = sigEffOne->GetXaxis();
TProfile *sigEffTwo = new TProfile("SignalEfficTwoDecay","Signal efficiencies when two exotic decays in this channel",10,0.5,10.5,-9.9e9,9.9e9);
TAxis *sigEffTwoAxis = sigEffTwo->GetXaxis();
// Fill set of 3 bins in each TProfile for each exotic
for ( int iExotic = 0; iExotic < nSignalParticles_; iExotic++ ) {
TString axisTitle;
sigEffOne->Fill( iExotic*nSignalParticles_+1, numEvents_oneSensitiveDecay_[iExotic] );
axisTitle.Form("Number of events coming into macro for exotic %d",signalPdgId_[iExotic]);
sigEffOneAxis->SetBinLabel( iExotic*nSignalParticles_+1, axisTitle.Data());
sigEffOne->Fill( iExotic*nSignalParticles_+2, numExoticsRECO_oneSensitiveDecay_[iExotic] );
axisTitle.Form("Number of candidates RECO'd for exotic %d",signalPdgId_[iExotic]);
sigEffOneAxis->SetBinLabel( iExotic*nSignalParticles_+2, axisTitle.Data());
sigEffOne->Fill( iExotic*nSignalParticles_+3, numExoticsCorrectRECO_oneSensitiveDecay_[iExotic] );
axisTitle.Form("Number of exotics correctly RECO'd for exotic %d",signalPdgId_[iExotic]);
sigEffOneAxis->SetBinLabel( iExotic*nSignalParticles_+3, axisTitle.Data());
sigEffTwo->Fill( iExotic*nSignalParticles_+1, numEvents_twoSensitiveDecay_[iExotic] );
axisTitle.Form("Number of events coming into macro for exotic %d",signalPdgId_[iExotic]);
sigEffTwoAxis->SetBinLabel( iExotic*nSignalParticles_+1, axisTitle.Data());
sigEffTwo->Fill( iExotic*nSignalParticles_+2, numExoticsRECO_twoSensitiveDecay_[iExotic] );
axisTitle.Form("Number of candidates RECO'd for exotic %d",signalPdgId_[iExotic]);
sigEffTwoAxis->SetBinLabel( iExotic*nSignalParticles_+2, axisTitle.Data());
sigEffTwo->Fill( iExotic*nSignalParticles_+3, numExoticsCorrectRECO_twoSensitiveDecay_[iExotic] );
axisTitle.Form("Number of exotics correctly RECO'd for exotic %d",signalPdgId_[iExotic]);
sigEffTwoAxis->SetBinLabel( iExotic*nSignalParticles_+3, axisTitle.Data());
}
outputFile.cd();
sigEffOne->Write();
sigEffTwo->Write();
}
void profile()
{
TCanvas* c1 = new TCanvas("canvas","nhitac",1200,600);
c1->Divide(2,1);
c1->cd(1);
TFile *file1 = new TFile("test_nhitac_modified.root");
//TH1F *histo1 = new TH1F("nhitac1","nhitac1",60,0,300);
TProfile *profile1 = new TProfile("profile","nhitac profile",100,0,100,0,300);
TFile *file2 = new TFile("test_nhitac_unmodified.root");
//TH1F *histo2 = new TH1F("nhitac","nhitac",60,0,300);
TProfile *profile2 = new TProfile("profile2","nhitac profile2",100,0,100,0,300);
TProfile *ratio = new TProfile("ratio","nhitac ratio", 100,0,100,0,2);
//histo2->SetMarkerStyle(31);
TLegend *l1 = new TLegend(0.20, 0.60, 0.3, 0.7);
l1->SetBorderSize(0);
TTree* nhitac_modified = (TTree*)file1->Get("testnhitac");
TTree* nhitac_unmodified = (TTree*)file2->Get("testnhitac");
int testnhitac1, testnhitac2;
nhitac_modified->SetBranchAddress("nhitac",&testnhitac1);
nhitac_unmodified->SetBranchAddress("nhitac",&testnhitac2);
for(int i= 0; i < nhitac_modified->GetEntries(); i++)
{
nhitac_modified->GetEntry(i);
nhitac_unmodified->GetEntry(i);
profile1->Fill(i,testnhitac1);
profile2->Fill(i,testnhitac2);
double temp = testnhitac2;
ratio->Fill(i,testnhitac1/temp);
//histo1->Fill(testnhitac1);
//histo2->Fill(testnhitac2);
}
//histo1->SetMarkerColor(kRed);
//histo1->SetLineColor(kRed);
profile1->SetMarkerColor(kRed);
profile1->SetMarkerStyle(5);
profile2->SetMarkerColor(kBlue);
l1->AddEntry(profile1,"modified od bad channel","P");
l1->AddEntry(profile2,"old od bad channel","l");
l1->SetTextSize(0.04);
profile1->Draw("e1p");
profile1->GetXaxis()->SetTitle("event #");
profile1->GetYaxis()->SetTitle("nhitac");
profile2->Draw("same");
l1->Draw();
c1->cd(2);
ratio->GetXaxis()->SetTitle("event #");
ratio->GetYaxis()->SetTitle("new/old");
//ratio->SetMarkerStyle(5);
//ratio->SetMarkerColor(kRed);
ratio->Draw();
}
// Report cut flow findings to screen
void DileptonAnalyzer::reportCutFlow( TFile & outputFile ) {
// Store in a TProfile
TProfile *cutFlow = new TProfile("cutFlow","Cut flow for final set of analysis cuts",20,0.5,20.5,-9.9e9,9.9e9);
TAxis *cutFlowAxis = cutFlow->GetXaxis();
for ( unsigned int iCut = 0; iCut < cutNamesInOrder_.size(); iCut++ ) {
cutFlow->Fill( iCut+1, cutFlowMap_[cutNamesInOrder_[iCut]]);
cutFlowAxis->SetBinLabel( iCut+1, cutNamesInOrder_[iCut]);
}
outputFile.cd();
cutFlow->Write();
}
TH1D * smartGausProfileXSQRTN (TH2F * strip, double width){
TProfile * stripProfile = strip->ProfileX () ;
// (from FitSlices of TH2.h)
double xmin = stripProfile->GetXaxis ()->GetXmin () ;
double xmax = stripProfile->GetXaxis ()->GetXmax () ;
int profileBins = stripProfile->GetNbinsX () ;
std::string name = strip->GetName () ;
name += "_smartGaus_X" ;
TH1D * prof = new TH1D(name.c_str (),strip->GetTitle (),profileBins,xmin,xmax) ;
int cut = 0 ; // minimum number of entries per fitted bin
int nbins = strip->GetXaxis ()->GetNbins () ;
int binmin = 1 ;
int ngroup = 1 ; // bins per step
int binmax = nbins ;
// loop over the strip bins
for (int bin=binmin ; bin<=binmax ; bin += ngroup)
{
TH1D *hpy = strip->ProjectionY ("_temp",bin,bin+ngroup-1,"e") ;
if (hpy == 0) continue ;
int nentries = Int_t (hpy->GetEntries ()) ;
if (nentries == 0 || nentries < cut) {delete hpy ; continue ;}
Int_t biny = bin + ngroup/2 ;
TF1 * gaussian = new TF1 ("gaussian","gaus", hpy->GetMean () - width * hpy->GetRMS (), hpy->GetMean () + width * hpy->GetRMS ()) ;
gaussian->SetParameter (1,hpy->GetMean ()) ;
gaussian->SetParameter (2,hpy->GetRMS ()) ;
hpy->Fit ("gaussian","RQL") ;
// hpy->GetXaxis ()->SetRangeUser ( hpy->GetMean () - width * hpy->GetRMS (), hpy->GetMean () + width * hpy->GetRMS ()) ;
prof->Fill (strip->GetXaxis ()->GetBinCenter (biny), gaussian->GetParameter (1)) ;
prof->SetBinError (biny,gaussian->GetParameter (2) / sqrt(hpy->GetEntries())) ;
// prof->SetBinError (biny,gaussian->GetParError (1)) ;
delete gaussian ;
delete hpy ;
} // loop over the bins
delete stripProfile ;
return prof ;
}
//------------------------------------------------------------//
// Get TProfile
//------------------------------------------------------------//
TProfile* getProfile(TFile* file, TString pname, TString xtitle,
TString ytitle, int color, int marker)
{
TProfile* prof = (TProfile*) (file->Get(pname.Data())->Clone(Form("%s_%i",pname.Data(),color)));
prof->GetXaxis()->SetTitle(xtitle.Data());
prof->GetYaxis()->SetTitle(ytitle.Data());
prof->SetMarkerStyle(marker);
prof->SetMarkerColor(color);
//prof->SetMarkerSize(0.5);
prof->SetLineColor(color);
prof->SetTitle("");
prof->SetStats(0);
prof->GetYaxis()->SetTitleOffset(1.5);
return prof;
}
TProfile* plotIsoPerformance( TFile* ftt,
const char* signal, // histogram name
const char* background, // histogram name
const char* name, // unique name
bool reverse = false, // normally signal near zero bin, reverse means signal is around max bin
double bkg_eff_min = 0,
double bkg_eff_max = 1,
double sig_eff_min = 0,
double sig_eff_max = 0
)
{
TH1F* S = dynamic_cast<TH1F*>(ftt->Get(signal));
if ( ! S ) {
std::cout << "Error: histogram not found " << signal << std::endl;
return 0;
}
TH1F* B = dynamic_cast<TH1F*>(ftt->Get(background));
if ( ! B ) {
std::cout << "Error: histogram not found " << background << std::endl;
return 0;
}
char buf[1024];
sprintf(buf,"c_%s",name);
// TCanvas* c = new TCanvas(buf,buf,500,500);
sprintf(buf,"p_%s",name);
TProfile* p = new TProfile(buf,buf,50,bkg_eff_min,bkg_eff_max,sig_eff_min,sig_eff_max);
p->SetLineColor(kBlue);
p->SetLineWidth(2);
p->SetMarkerStyle(20);
p->SetMarkerSize(1);
p->GetXaxis()->SetTitle("Background Efficiency");
p->GetYaxis()->SetTitle("Signal Efficiency");
p->SetStats(kFALSE);
for( int i=0;i<=S->GetNbinsX()+1; ++i )
if ( reverse )
p->Fill(B->Integral(i,B->GetNbinsX()+1)/B->Integral(0,B->GetNbinsX()+1),
S->Integral(i,S->GetNbinsX()+1)/S->Integral(0,S->GetNbinsX()+1));
else
p->Fill(B->Integral(0,i)/B->Integral(0,B->GetNbinsX()+1),
S->Integral(0,i)/S->Integral(0,S->GetNbinsX()+1));
// p->Draw();
return p;
}
TCanvas *Plot2D_profileX_my(TChain *data, TString branchname, TString binning,TString selection,TString opt,TString xLabel, TString yLabel){
//type == 0: data only
//type == 1: MC only
//type == 2: data/MC
TCanvas *c = new TCanvas("c","");
data->Draw(branchname+">>data_hist"+binning,selection,opt);
TH2F *d = (TH2F *) gROOT->FindObject("data_hist");
TCanvas *c1 = new TCanvas("c1","");
TProfile *prof = d->ProfileX("prof",1,-1,"s");
prof->SetMarkerStyle(20);
prof->SetMarkerSize(1);
prof->Draw();
prof->GetYaxis()->SetTitle(yLabel);
prof->GetXaxis()->SetTitle(xLabel);
return c1;
}
void Fake100PeVShower(int opt)
{
// opt == 0 implies save to root file
// opt == 1 implies plot and save to canvas
TFile* file = NULL;
TCanvas* c = NULL;
if(opt == 0)
file = new TFile("fake100PeVShower.root","recreate");
if(opt == 1)
c = makeCanvas("c");
TString gaus = "1.5e7*TMath::Exp(-(pow(x-10,2)/9))";
TString bump = "5e6*TMath::Exp(-(pow(x-17,2)/20))";
TF1* f = new TF1("f",(gaus+"+"+bump).Data(),0,30);
int nbins = 3000;
float xmin = 0;
float xmax = 30;
TProfile* prof = new TProfile("prof","",nbins,xmin,xmax);
prof->SetStats(0);
prof->SetTitle("");
prof->GetYaxis()->SetTitle("Charge excess / 1e7");
prof->GetXaxis()->SetTitle("z [m]");
float step = xmax / nbins;
for(int i =0; i<nbins; ++i){
float x = step * i;
if(opt == 1 ) prof->Fill(x, f->Eval(x)/1e7);
else prof->Fill(x, f->Eval(x));
}
if(opt == 1){
prof->Draw();
c->SaveAs("JaimeCheck/FakeProfile100PeV.png");
}
if(opt == 0){
file->Write();
file->Close();
}
}
void plotQApid(Int_t ic,Float_t pt,Int_t addbin){
char name[100];
char stringa[200];
LoadLib();
snprintf(name,100,"AnalysisResults.root");
if(!fo) fo = new TFile(name);
snprintf(name,100,"contVZEROv2");
TList *cont = (TList *) fo->Get(name);
AliFlowVZEROResults *pidqa = cont->FindObject("qaPID");
Float_t xval[2] = {2.,pt+0.00001};
Float_t xval2[2] = {2.+addbin,pt+0.00001};
TProfile *proTPCpi = pidqa->GetV2(0,xval,xval2);
TProfile *proTOFpi = pidqa->GetV2(1,xval,xval2);
TProfile *proTPCka = pidqa->GetV2(2,xval,xval2);
TProfile *proTOFka = pidqa->GetV2(3,xval,xval2);
TProfile *proTPCpr = pidqa->GetV2(4,xval,xval2);
TProfile *proTOFpr = pidqa->GetV2(5,xval,xval2);
proTPCpi->SetName("hPiTPC");
proTOFpi->SetName("hPiTOF");
proTPCka->SetName("hKaTPC");
proTOFka->SetName("hKaTOF");
proTPCpr->SetName("hPrTPC");
proTOFpr->SetName("hPrTOF");
proTPCpi->GetXaxis()->SetTitle("dE/dx - dE/dx_{calc}^{#pi} (a.u)");
proTOFpi->GetXaxis()->SetTitle("t_{tof} - t_{calc}^{#pi} (ps)");
proTPCka->GetXaxis()->SetTitle("dE/dx - dE/dx_{calc}^{K} (a.u)");
proTOFka->GetXaxis()->SetTitle("t_{tof} - t_{calc}^{K} (ps)");
proTPCpr->GetXaxis()->SetTitle("dE/dx - dE/dx_{calc}^{p} (a.u)");
proTOFpr->GetXaxis()->SetTitle("t_{tof} - t_{calc}^{p} (ps)");
TCanvas *c = new TCanvas("cVproj","cVproj");
c->Divide(2,3);
c->cd(1);
proTPCpi->Draw();
c->cd(2);
proTOFpi->Draw();
c->cd(3);
proTPCka->Draw();
c->cd(4);
proTOFka->Draw();
c->cd(5);
proTPCpr->Draw();
c->cd(6);
proTOFpr->Draw();
}
void Dcurvature(const char *chargechoice = "plus", double ptmin=20){
TString sign=chargechoice;
gStyle->SetPalette(1);
gStyle->SetOptStat("e");
// double ptmin=20;
double ptmax=200;
double etamax=2.1;
int ptbins=(ptmax-ptmin)/10;
double ptbinwidth=(ptmax-ptmin)/ptbins;
int etabins=21;
int phibins=21;
TProfile3D *khistptetaphi = new TProfile3D("DeltaCurv(pt,eta,phi)","DeltaCurv(pt,eta,phi) "+sign,ptbins,ptmin,ptmax,etabins,-etamax,etamax,phibins,-3.14,3.14);
khistptetaphi->GetXaxis()->SetTitle("Pt");
khistptetaphi->GetYaxis()->SetTitle("Eta");
khistptetaphi->GetZaxis()->SetTitle("Phi");
TProfile2D *khistpteta = new TProfile2D("DeltaCurv(pt,eta)","DeltaCurv(pt,eta) "+sign,ptbins,ptmin,ptmax,etabins,-etamax,etamax);
khistpteta->GetXaxis()->SetTitle("Pt");
khistpteta->GetYaxis()->SetTitle("Eta");
TProfile2D *khistptphi = new TProfile2D("DeltaCurv(pt,phi)","DeltaCurv(pt,phi) "+sign,ptbins,ptmin,ptmax,phibins,-3.14,3.14);
khistptphi->GetXaxis()->SetTitle("Pt");
khistptphi->GetYaxis()->SetTitle("Phi");
TProfile *khistpt = new TProfile("DeltaCurv(pt)","DeltaCurv(pt) "+sign,ptbins,ptmin,ptmax);
khistpt->GetXaxis()->SetTitle("Pt");
khistpt->SetAxisRange(-0.001,0.001,"Y");
TProfile *khisteta = new TProfile("DeltaCurv(eta)","DeltaCurv(eta) "+sign,etabins,-etamax,etamax);
khistpt->GetXaxis()->SetTitle("Eta");
TProfile *khistphi = new TProfile("DeltaCurv(phi)","DeltaCurv(phi) "+sign,phibins,-3.14,3.14);
khistpt->GetXaxis()->SetTitle("Phi");
TObjArray *khistptbins= new TObjArray();
for (int i=0; i<ptbins; i++) {
TString name="DeltaCurv(eta,phi), pt bin ";
name+=int(ptmin+i*(ptmax-ptmin)/ptbins);
name+=TString(", charge ")+sign;
TProfile2D *ist = new TProfile2D(name.Data(),name.Data(),phibins,-3.14,3.14,etabins,-etamax,etamax);
ist->SetAxisRange(-0.002,0.002,"Z");
khistptbins->Add(ist);
}
TFile *f = new TFile("RecoRoutines_Z-selection_ZJets_TuneZ2_7TeV_alpgen_tauola.rew8.corr1.root","read");
TTree *tree;
f->GetObject("SingleMuPtScale/"+sign+"muonstree",tree);
Double_t MCPt;
Double_t MCEta;
Double_t MCPhi;
Double_t RecoPt;
Double_t RecoEta;
Double_t RecoPhi;
Double_t EvWeight;
tree->SetBranchAddress("RecoPt",&RecoPt);
tree->SetBranchAddress("RecoEta",&RecoEta);
tree->SetBranchAddress("RecoPhi",&RecoPhi);
tree->SetBranchAddress("MCPt",&MCPt);
tree->SetBranchAddress("MCEta",&MCEta);
tree->SetBranchAddress("MCPhi",&MCPhi);
tree->SetBranchAddress("EvWeight",&EvWeight);
long nentries = tree->GetEntriesFast();
for (int i=0; i<nentries; i++){
tree->GetEntry(i);
if (RecoPt<ptmin || RecoPt>ptmax || RecoEta<-etamax || RecoEta>etamax) continue;
double quantity=(MCPt-RecoPt)/MCPt/RecoPt;
khistptetaphi->Fill(RecoPt,RecoEta,RecoPhi,quantity,EvWeight);
khistpteta->Fill(RecoPt,RecoEta,quantity,EvWeight);
khistptphi->Fill(RecoPt,RecoPhi,quantity,EvWeight);
((TProfile2D*)(khistptbins->At(int((RecoPt-ptmin)/ptbinwidth))))->Fill(RecoPhi,RecoEta,quantity,EvWeight);
khistpt->Fill(RecoPt,quantity,EvWeight);
khisteta->Fill(RecoEta,quantity,EvWeight);
khistphi->Fill(RecoPhi,quantity,EvWeight);
}
TCanvas *c1 = new TCanvas();
khistptetaphi->Draw("BOX");
TCanvas *c2 = new TCanvas();
c2->Divide(2,1);
c2->cd(1);
khistpteta->Draw("BOX");
c2->cd(2);
khistptphi->Draw("BOX");
TCanvas *c2b = new TCanvas();
c2b->Divide(3,1);
c2b->cd(1);
khistpt->Draw();
c2b->cd(2);
khisteta->Draw();
c2b->cd(3);
khistphi->Draw();
TCanvas *c3 = new TCanvas();
c3->Divide(int(sqrt(ptbins))+1,int(sqrt(ptbins)));
for (int i=0;i<ptbins;i++) { c3->cd(i+1); ((TProfile2D*)(khistptbins->At(i)))->Draw("SURF1 PSR Z");}
TProfile *khistcorrpt = new TProfile("DeltaCurv(pt)","DeltaCurv(pt) "+sign,ptbins,ptmin,ptmax);
khistcorrpt->GetXaxis()->SetTitle("Pt");
khistcorrpt->SetAxisRange(-0.001,0.001,"Y");
TProfile *khistcorreta = new TProfile("DeltaCurv(eta)","DeltaCurv(eta) "+sign,etabins,-etamax,etamax);
khistcorrpt->GetXaxis()->SetTitle("Eta");
TProfile *khistcorrphi = new TProfile("DeltaCurv(phi)","DeltaCurv(phi) "+sign,phibins,-3.14,3.14);
khistcorrpt->GetXaxis()->SetTitle("Phi");
// correction
for (int i=0; i<nentries; i++){
tree->GetEntry(i);
if (RecoPt<ptmin || RecoPt>ptmax || RecoEta<-etamax || RecoEta>etamax) continue;
double newpt=RecoPt+RecoPt*RecoPt*khistptetaphi->GetBinContent(khistptetaphi->FindBin(RecoPt,RecoEta,RecoPhi));
double quantity=(MCPt-newpt)/MCPt/newpt;
khistcorrpt->Fill(RecoPt,quantity,EvWeight);
khistcorreta->Fill(RecoEta,quantity,EvWeight);
khistcorrphi->Fill(RecoPhi,quantity,EvWeight);
}
TCanvas *corrc2b = new TCanvas();
corrc2b->Divide(3,1);
corrc2b->cd(1);
khistcorrpt->Draw();
corrc2b->cd(2);
khistcorreta->Draw();
corrc2b->cd(3);
khistcorrphi->Draw();
khistptetaphi->SetName("ist");
khistptetaphi->SaveAs("mcptbinscorrectionfactors.C");
}
void RunPidGetterQAEff()
{
TString PidFrameworkDir = "/lustre/nyx/cbm/users/klochkov/soft/PidFramework/";
gSystem->Load( PidFrameworkDir + "build/libPid");
gStyle->SetOptStat(0000);
TFile *f2 = new TFile("pid_0.root");
TTree *PidTree = (TTree*) f2->Get("PidTree");
TofPidGetter *getter = new TofPidGetter();
TBranch *PidGet = PidTree->GetBranch("TofPidGetter");
PidGet->SetAddress(&getter);
PidGet->GetEntry(0);
Float_t ret[3];
TProfile *hEffP = new TProfile ("hEffP", "", 100, 0, 10);
TProfile *hEffPi = new TProfile ("hEffPi", "", 100, 0, 6);
TProfile *hEffK = new TProfile ("hEffK", "", 100, 0, 5);
TProfile *hEffPSigma = new TProfile ("hEffPSigma", "", 100, 0, 10);
TProfile *hEffPiSigma = new TProfile ("hEffPiSigma", "", 100, 0, 6);
TProfile *hEffKSigma = new TProfile ("hEffKSigma", "", 100, 0, 5);
TProfile2D *hEffPtYP = new TProfile2D ("hEffPtYP", "", 100, -2.5, 2.5, 100, 0, 4);
TProfile2D *hEffPtYK = new TProfile2D ("hEffPtYK", "", 100, -2.5, 2.5, 100, 0, 4);
TProfile2D *hEffPtYPi = new TProfile2D ("hEffPtYPi", "", 100, -2.5, 2.5, 100, 0, 4);
TString InTreeFileName = "/lustre/nyx/cbm/users/dblau/cbm/mc/UrQMD/AuAu/10AGeV/sis100_electron/SC_ON/2016_09_01/tree/11111.root";
TFile *InFile = new TFile(InTreeFileName);
TTree *InTree = (TTree*) InFile->Get("fDataTree");
DataTreeEvent* DTEvent;
InTree -> SetBranchAddress("DTEvent",&DTEvent);
int nevents = 100000;//InTree->GetEntries();
int outputstep = 100;
std::cout << "Entries = " << nevents << std::endl;
for (int j=0;j<nevents;j++)
{
if ( (j+1) % outputstep == 0) std::cout << j+1 << "/" << nevents << "\r" << std::flush;
InTree->GetEntry(j);
Int_t Nmc[3] = {100,100,100};
Int_t Ntof[3] = {0,0,0};
Int_t PdgCode[3] = {2212, 212, 211};
Double_t sigmas [3] = {0,0,0};
for (int i=0;i<DTEvent->GetNTracks(); i++)
{
TLorentzVector v;
DataTreeTrack* track = DTEvent -> GetTrack(i);
DataTreeMCTrack* mctrack = DTEvent -> GetMCTrack(i);
Double_t p = mctrack->GetPt() * TMath::CosH( mctrack->GetEta() );
if (track->GetTOFHitId() < 0)
{
if (mctrack->GetPdgId() == 2212 )
{
v.SetPtEtaPhiM (track->GetPt(0), track->GetEta(0), track->GetPhi(0), 0.9386);
hEffP->Fill ( p, 0 );
hEffPSigma->Fill ( p, 0 );
hEffPtYP -> Fill( v.Rapidity() - 1.52, v.Pt(), 0 );
}
if (mctrack->GetPdgId() == 321 )
{
v.SetPtEtaPhiM (track->GetPt(0), track->GetEta(0), track->GetPhi(0), 0.5);
hEffK->Fill ( p, 0 );
hEffKSigma->Fill ( p, 0 );
hEffPtYK -> Fill( v.Rapidity() - 1.52, v.Pt(), 0 );
}
if (mctrack->GetPdgId() == 211 )
{
v.SetPtEtaPhiM (track->GetPt(0), track->GetEta(0), track->GetPhi(0), 0.14);
hEffPi->Fill ( p, 0 );
hEffPiSigma->Fill ( p, 0);
hEffPtYPi -> Fill( v.Rapidity() - 1.52, v.Pt(), 0 );
}
continue;
}
//
DataTreeTOFHit* toftrack = DTEvent -> GetTOFHit(track->GetTOFHitId());
p = toftrack->GetP();
Double_t m2 = toftrack->GetMass2 ();
Bool_t cut = toftrack->GetBeta() > 0.1 && ( track->GetChiSq(0)/track->GetNDF(0) < 3 ) && p > 1.0 ;
if ( !cut ) continue;
getter->GetBayesProbability (m2, p, ret);
sigmas[0] = getter->GetSigmaProton (m2, p);
sigmas[1] = getter->GetSigmaKaon (m2, p);
sigmas[2] = getter->GetSigmaPion (m2, p);
// std::cout << "pdg = " << mctrack->GetPdgId() << " p = " << p << " Sp = " << sigmas[0] << " Sk = " << sigmas[1]<< " Spi = " << sigmas[2] << std::endl;
if (mctrack->GetPdgId() == 2212 )
{
v.SetPtEtaPhiM (track->GetPt(0), track->GetEta(0), track->GetPhi(0), 0.9386);
hEffP->Fill ( p, ret[0] > 0.9 );
hEffPSigma->Fill ( p, sigmas[0] < 3&& sigmas[1] > 2 && sigmas[2] > 2 );
hEffPtYP -> Fill( v.Rapidity() - 1.52, v.Pt(), ret[0] > 0.9 );
}
if (mctrack->GetPdgId() == 321 )
{
v.SetPtEtaPhiM (track->GetPt(0), track->GetEta(0), track->GetPhi(0), 0.5);
hEffK->Fill ( p, ret[1] > 0.9 );
hEffKSigma->Fill ( p, sigmas[1] < 3&& sigmas[2] > 2 && sigmas[0] > 2 );
hEffPtYK -> Fill( v.Rapidity() - 1.52, v.Pt(), ret[1] > 0.9 );
}
if (mctrack->GetPdgId() == 211 )
{
v.SetPtEtaPhiM (track->GetPt(0), track->GetEta(0), track->GetPhi(0), 0.14);
hEffPi->Fill ( p, ret[2] > 0.9 );
hEffPiSigma->Fill ( p, sigmas[2] < 3&& sigmas[0] > 2 && sigmas[1] > 2 );
hEffPtYPi -> Fill( v.Rapidity() - 1.52, v.Pt(), ret[2] > 0.9 );
}
}
}
hEffP -> SetMarkerStyle(21); hEffP -> SetMarkerColor(kRed); hEffP -> SetLineColor(kRed);
hEffPi -> SetMarkerStyle(21); hEffPi -> SetMarkerColor(kRed); hEffPi -> SetLineColor(kRed);
hEffK -> SetMarkerStyle(21); hEffK -> SetMarkerColor(kRed); hEffK -> SetLineColor(kRed);
hEffPSigma -> SetMarkerStyle(22); hEffPSigma -> SetMarkerColor(kBlue); hEffPSigma -> SetLineColor(kBlue);
hEffPiSigma -> SetMarkerStyle(22); hEffPiSigma -> SetMarkerColor(kBlue); hEffPiSigma -> SetLineColor(kBlue);
hEffKSigma -> SetMarkerStyle(22); hEffKSigma -> SetMarkerColor(kBlue); hEffKSigma -> SetLineColor(kBlue);
hEffP->GetXaxis()->SetTitle( "p, GeV/c" );
hEffP->GetYaxis()->SetTitle( "Efficiency" );
hEffP->GetYaxis()->SetRangeUser(0.0, 1.);
hEffK->GetXaxis()->SetTitle( "p, GeV/c" );
hEffK->GetYaxis()->SetTitle( "Efficiency" );
hEffK->GetYaxis()->SetRangeUser(0.0, 1.);
hEffPi->GetXaxis()->SetTitle( "p, GeV/c" );
hEffPi->GetYaxis()->SetTitle( "Efficiency" );
hEffPi->GetYaxis()->SetRangeUser(0.0, 1.);
hEffPtYP->GetYaxis()->SetTitle( "p_{T}, GeV/c" );
hEffPtYP->GetXaxis()->SetTitle( "Rapidity" );
hEffPtYK->GetYaxis()->SetTitle( "p_{T}, GeV/c" );
hEffPtYK->GetXaxis()->SetTitle( "Rapidity" );
hEffPtYPi->GetYaxis()->SetTitle( "p_{T}, GeV/c" );
hEffPtYPi->GetXaxis()->SetTitle( "Rapidity" );
TCanvas *c1 = new TCanvas ("c1", "c1", 1400, 700);
c1->Divide(3,1);
c1->cd(1);
hEffP->Draw();
hEffPSigma->Draw("same");
c1->cd(2);
hEffK->Draw();
hEffKSigma->Draw("same");
c1->cd(3);
hEffPi->Draw();
hEffPiSigma->Draw("same");
// c1->cd(4);
// getter->GetProtonSigma()->Draw();
// getter->GetKaonSigma()->Draw("same");
// getter->GetPionSigma()->Draw("same");
//
// c1->cd(5);
// getter->GetProtonA()->Draw();
// getter->GetKaonA()->Draw("same");
// getter->GetPionA()->Draw("same");
//
// c1->cd(6);
// getter->GetProtonM2()->Draw();
// getter->GetKaonM2()->Draw("same");
// getter->GetPionM2()->Draw("same");
TCanvas *c2 = new TCanvas ("c2", "c2", 1400, 700);
c2->Divide(3,1);
c2->cd(1);
hEffPtYP->Draw("colz");
c2->cd(2);
hEffPtYK->Draw("colz");
c2->cd(3);
hEffPtYPi->Draw("colz");
c1->SaveAs("Canvas_Eff_p_all.root");
c1->SaveAs("Canvas_Eff_p_all.C");
c1->SaveAs("Canvas_Eff_p_all.png");
c2->SaveAs("Canvas_Eff_pT_Y_all.root");
c2->SaveAs("Canvas_Eff_pT_Y_all.C");
c2->SaveAs("Canvas_Eff_pT_Y_all.png");
}
void tauStudy(const TString inputfile = "/afs/cern.ch/work/k/klawhorn/HHToBBTT/Conf4_10GeV/HHToBBTT_10GeVJets_14TeV.root") {
// set up input tree
LorentzVector *genTau1=0, *genTau2=0, *genJetTau1=0, *genJetTau2=0, *jetTau1=0, *jetTau2=0;
Float_t genTau1pt, genTau2pt, genJetTau1pt, genJetTau2pt, jetTau1pt, jetTau2pt, corrJetTau1pt, corrJetTau2pt;
Float_t genTau1eta, genTau2eta, genJetTau1eta, genJetTau2eta, jetTau1eta, jetTau2eta;
TFile *infile = new TFile(inputfile, "READ"); assert(infile);
TTree *intree = (TTree*) infile->Get("Events"); assert(intree);
intree->SetBranchAddress("genTau1", &genTau1);
intree->SetBranchAddress("genTau2", &genTau2);
intree->SetBranchAddress("genJetTau1", &genJetTau1);
intree->SetBranchAddress("genJetTau2", &genJetTau2);
intree->SetBranchAddress("jetTau1", &jetTau1);
intree->SetBranchAddress("jetTau2", &jetTau2);
const Float_t PT_MAX = 500;
const Float_t PT_MIN = 0;
const Int_t PT_BINS = 50;
const Float_t ETA_MAX = 2.4;
const Float_t ETA_MIN = -2.4;
const Int_t ETA_BINS = 16;
TProfile *tauTagEffWithPT = new TProfile("tauTagEffWithPT", "Tau Tagging Efficiency", PT_BINS, PT_MIN, PT_MAX);
TProfile *tauTagEffWithEta = new TProfile("tauTagEffWithEta", "Tau Tagging Efficiency", ETA_BINS, ETA_MIN, ETA_MAX);
//TProfile *ptScaleWithPT = new TProfile("ptScaleWithPT", "P_{T} Scale Factor between gen Tau and reco Jet", PT_BINS, PT_MIN, PT_MAX);
//TProfile *ptJetScaleWithPT = new TProfile("ptJetScaleWithPT", "P_{T} Scale Factor between gen Jet and reco Jet", PT_BINS, PT_MIN, PT_MAX);
//TProfile *ptScaleWithEta = new TProfile("ptScaleWithEta", "P_{T} Scale Factor between gen Tau and reco Jet", ETA_BINS, ETA_MIN, ETA_MAX);
//TProfile *ptJetScaleWithEta = new TProfile("ptJetScaleWithEta", "P_{T} Scale Factor between gen Jet and reco Jet", ETA_BINS, ETA_MIN, ETA_MAX);
//TProfile *ptResWithPT = new TProfile("ptResWithPT", "P_{T} Resolution between gen Tau and reco Jet", PT_BINS, PT_MIN, PT_MAX);
TProfile *ptJetResWithPT = new TProfile("ptJetResWithPT", "P_{T} Resolution: (genJet-recoJet)/(genJet)", PT_BINS, PT_MIN, PT_MAX);
TProfile *ptJetResCorrWithPT = new TProfile("ptJetResCorrWithPT", "P_{T} Resolution: (genJet-recoJet)/(genJet)", PT_BINS, PT_MIN, PT_MAX);
//TProfile *ptResWithEta = new TProfile("ptResWithEta", "P_{T} Resolution between gen Tau and reco Jet", ETA_BINS, ETA_MIN, ETA_MAX);
TProfile *ptJetResWithEta = new TProfile("ptJetResWithEta", "P_{T} Resolution: (genJet-recoJet)/(genJet)", ETA_BINS, ETA_MIN, ETA_MAX);
TProfile *ptJetResCorrWithEta = new TProfile("ptJetResCorrWithEta", "P_{T} Resolution: (genJet-recoJet)/(genJet)", ETA_BINS, ETA_MIN, ETA_MAX);
for (Int_t iEntry=0; iEntry<intree->GetEntries(); iEntry++) {
intree->GetEntry(iEntry);
genTau1pt = genTau1->Pt(); genTau1eta = genTau1->Eta();
genTau2pt = genTau2->Pt(); genTau2eta = genTau2->Eta();
genJetTau1pt = genJetTau1->Pt(); genJetTau1eta = genJetTau1->Eta();
genJetTau2pt = genJetTau2->Pt(); genJetTau2eta = genJetTau2->Eta();
jetTau1pt = jetTau1->Pt(); jetTau1eta = jetTau1->Eta();
jetTau2pt = jetTau2->Pt(); jetTau2eta = jetTau2->Eta();
// jet corrections
//if ( (jetTau1pt != 999) ) cout << "eta " << jetTau1eta << " pt " << jetTau1pt << " scaleCorr " << getJetScaleFactor(jetTau1pt, jetTau1eta) << endl;
corrJetTau1pt = jetTau1pt*getJetScaleFactor(jetTau1pt, jetTau1eta);
corrJetTau2pt = jetTau2pt*getJetScaleFactor(jetTau2pt, jetTau2eta);
if ( (genTau1pt != 999) && (jetTau1pt != 999) ) {
tauTagEffWithPT->Fill(genTau1pt, 1);
//ptScaleWithPT->Fill(genTau1pt, jetTau1pt/genTau1pt);
//ptJetScaleWithPT->Fill(genJetTau1pt, jetTau1pt/genJetTau1pt);
//ptResWithPT->Fill(genTau1pt, (genTau1pt-jetTau1pt)/genTau1pt);
ptJetResWithPT->Fill(genJetTau1pt, (genJetTau1pt-jetTau1pt)/genJetTau1pt);
ptJetResCorrWithPT->Fill(genJetTau1pt, (genJetTau1pt-corrJetTau1pt)/genJetTau1pt);
tauTagEffWithEta->Fill(genTau1eta, 1);
//ptScaleWithEta->Fill(genTau1eta, jetTau1pt/genTau1pt);
//ptJetScaleWithEta->Fill(genJetTau1eta, jetTau1pt/genJetTau1pt);
//ptResWithEta->Fill(genTau1eta, (genTau1pt-jetTau1pt)/genTau1pt);
ptJetResWithEta->Fill(genJetTau1eta, (genJetTau1pt-jetTau1pt)/genJetTau1pt);
ptJetResCorrWithEta->Fill(genJetTau1eta, (genJetTau1pt-corrJetTau1pt)/genJetTau1pt);
}
else if ( (genTau1pt != 999) && (jetTau1pt == 999) ) {
tauTagEffWithPT->Fill(genTau1pt, 0);
tauTagEffWithEta->Fill(genTau1eta, 0);
}
if ( (genTau2pt != 999) && (jetTau2pt != 999) ) {
tauTagEffWithPT->Fill(genTau2pt, 1);
//ptScaleWithPT->Fill(genTau2pt, jetTau2pt/genTau2pt);
//ptJetScaleWithPT->Fill(genJetTau2pt, jetTau2pt/genJetTau2pt);
//ptResWithPT->Fill(genTau2pt, (genTau2pt-jetTau2pt)/genTau2pt);
ptJetResWithPT->Fill(genJetTau2pt, (genJetTau2pt-jetTau2pt)/genJetTau2pt);
ptJetResCorrWithPT->Fill(genJetTau2pt, (genJetTau2pt-corrJetTau2pt)/genJetTau2pt);
tauTagEffWithEta->Fill(genTau2eta, 1);
//ptScaleWithEta->Fill(genTau2eta, jetTau2pt/genTau2pt);
//ptJetScaleWithEta->Fill(genJetTau2eta, jetTau2pt/genJetTau2pt);
//ptResWithEta->Fill(genTau2eta, (genTau2pt-jetTau2pt)/genTau2pt);
ptJetResWithEta->Fill(genJetTau2eta, (genJetTau2pt-jetTau2pt)/genJetTau2pt);
ptJetResCorrWithEta->Fill(genJetTau2eta, (genJetTau2pt-corrJetTau2pt)/genJetTau2pt);
}
else if ( (genTau2pt != 999) && (jetTau2pt == 999) ) {
tauTagEffWithPT->Fill(genTau2pt, 0);
tauTagEffWithEta->Fill(genTau2eta, 0);
}
}
TCanvas *c1 = MakeCanvas("c1", "Tau Tagging Efficiency", 800, 600);
tauTagEffWithPT->SetMarkerStyle(1);
tauTagEffWithPT->GetXaxis()->SetTitle("P_{T} of Generator Tau");
tauTagEffWithPT->GetYaxis()->SetTitle("Efficiency");
tauTagEffWithPT->Draw();
c1->SaveAs("tauTagEffWithPT.png");
TCanvas *c2 = MakeCanvas("c2", "Tau Tagging Efficiency", 800, 600);
tauTagEffWithEta->SetMarkerStyle(1);
tauTagEffWithEta->GetXaxis()->SetTitle("Eta of Generator Tau");
tauTagEffWithEta->GetYaxis()->SetTitle("Efficiency");
tauTagEffWithEta->Draw();
c2->SaveAs("tauTagEffWithEta.png");
/*
TCanvas *c3 = MakeCanvas("c3", "Tau P_{T} Scale (reco Tau Jet P_{T}/gen Tau P_{T})", 800, 600);
ptScaleWithPT->SetMarkerStyle(1);
ptScaleWithPT->GetXaxis()->SetTitle("P_{T} of Generator Tau");
ptScaleWithPT->GetYaxis()->SetTitle("P_{T} Scale");
ptScaleWithPT->Draw();
c3->SaveAs("ptScaleWithPT.png");
TCanvas *c4 = MakeCanvas("c4", "Tau P_{T} Scale (reco Tau Jet P_{T}/gen Tau P_{T})", 800, 600);
ptScaleWithEta->SetMarkerStyle(1);
ptScaleWithEta->GetXaxis()->SetTitle("Eta of Generator Tau");
ptScaleWithEta->GetYaxis()->SetTitle("P_{T} Scale");
ptScaleWithEta->Draw();
c4->SaveAs("ptScaleWithEta.png");
TCanvas *c5 = MakeCanvas("c5", "Tau P_{T} Scale (reco Tau Jet P_{T}/gen Tau Jet P_{T})", 800, 600);
ptJetScaleWithPT->SetMarkerStyle(1);
ptJetScaleWithPT->GetXaxis()->SetTitle("P_{T} of Generator Tau Jet");
ptJetScaleWithPT->GetYaxis()->SetTitle("P_{T} Scale");
ptJetScaleWithPT->Draw();
c5->SaveAs("ptJetScaleWithPT.png");
TCanvas *c6 = MakeCanvas("c6", "Tau P_{T} Scale (reco Tau Jet P_{T}/gen Tau Jet P_{T})", 800, 600);
ptJetScaleWithEta->SetMarkerStyle(1);
ptJetScaleWithEta->GetXaxis()->SetTitle("Eta of Generator Tau Jet");
ptJetScaleWithEta->GetYaxis()->SetTitle("P_{T} Scale");
ptJetScaleWithEta->Draw();
c6->SaveAs("ptJetScaleWithEta.png");
TCanvas *c7 = MakeCanvas("c7", "Tau P_{T} Resolution ((reco Tau Jet P_{T} - gen Tau P_{T})/gen Tau P_{T})", 800, 600);
ptResWithPT->SetMarkerStyle(1);
ptResWithPT->GetXaxis()->SetTitle("P_{T} of Generator Tau");
ptResWithPT->GetYaxis()->SetTitle("P_{T} Resolution");
ptResWithPT->Draw();
c7->SaveAs("ptResWithPT.png");
TCanvas *c8 = MakeCanvas("c8", "Tau P_{T} Resolution", 800, 600);
ptResWithEta->SetMarkerStyle(1);
ptResWithEta->GetXaxis()->SetTitle("Eta of Generator Tau");
ptResWithEta->GetYaxis()->SetTitle("P_{T} Resolution");
ptResWithEta->Draw();
c8->SaveAs("ptResWithEta.png");
TCanvas *c9 = MakeCanvas("c9", "Tau P_{T} Resolution", 800, 600);
ptJetResWithPT->SetMarkerStyle(1);
ptJetResWithPT->GetXaxis()->SetTitle("P_{T} of Generator Tau Jet");
ptJetResWithPT->GetYaxis()->SetTitle("P_{T} Resolution");
ptJetResWithPT->Draw();
ptJetResCorrWithPT->SetMarkerStyle(1);
ptJetResCorrWithPT->SetLineColor(2);
ptJetResCorrWithPT->Draw("same");
c9->SaveAs("ptJetResWithPT.png");
TCanvas *c10 = MakeCanvas("c10", "Tau P_{T} Resolution ((reco Tau Jet P_{T} - gen Tau Jet P_{T})/gen Tau Jet P_{T})", 800, 600);
ptJetResWithEta->SetMarkerStyle(1);
ptJetResWithEta->GetXaxis()->SetTitle("Eta of Generator Tau Jet");
ptJetResWithEta->GetYaxis()->SetTitle("P_{T} Resolution");
ptJetResWithEta->Draw();
ptJetResCorrWithEta->SetMarkerStyle(1);
ptJetResCorrWithEta->SetLineColor(2);
ptJetResCorrWithEta->Draw("same");
c10->SaveAs("ptJetResWithEta.png");
*/
}
void
Analyze(const TString mode="CLOSED",
UShort_t maxH=6,
Bool_t /*doLoops*/=false,
Int_t ifile=0 )
{
#ifdef __CINT__
gROOT->LoadMacro("correlations/Types.hh++");
gROOT->LoadMacro("correlations/Result.hh++");
gROOT->LoadMacro("correlations/QVector.hh++");
gROOT->LoadMacro("correlations/recursive/FromQVector.hh++");
gROOT->LoadMacro("correlations/recurrence/FromQVector.hh++");
gROOT->LoadMacro("correlations/closed/FromQVector.hh++");
gROOT->LoadMacro("correlations/test/ReadData.hh++");
#endif
// --- Setup of harmonics, etc -------------------------------------
gRandom->SetSeed(54321);
UShort_t emode = 0;
if (mode.EqualTo("closed", TString::kIgnoreCase)) emode = 0;
else if (mode.EqualTo("recurrence", TString::kIgnoreCase)) emode = 1;
else if (mode.EqualTo("recursive", TString::kIgnoreCase)) emode = 2;
else
Warning("Analyze", "Mode %s unknown, assuming CLOSED", mode.Data());
correlations::QVector q[nbin];
correlations::FromQVector* c[nbin];
correlations::HarmonicVector h(maxH);
for (UShort_t i = 0; i < maxH; i++) {
// Generate random harmonicx
// h[i] = -6 + gRandom->Integer(12);
h[0] = 2;
h[1] = -2;
h[2] = 2;
h[3] = -2;
h[4] = 2;
h[5] = -2;
h[6] = -2;
h[7] = 2;
// Printf("h_%d:\t%d", i, h[i]);
}
// Resize the Q-vector to fit the harmonics
for(int ibin=0;ibin<nbin;ibin++){
q[ibin] = correlations::QVector(0,0,false);
q[ibin].resize(h);
switch (emode) {
case 0: c[ibin] = new correlations::closed::FromQVector(q[ibin]); break;
case 1: c[ibin] = new correlations::recurrence::FromQVector(q[ibin]); break;
case 2: c[ibin] = new correlations::recursive::FromQVector(q[ibin]); break;
}
}
//Printf("Correlator: %s", c->name());
// --- Some histograms ---------------------------------------------
TH1* sumreals[nbin];
TH1* sumimags[nbin];
TH1* weights[nbin];
TVectorD tottrk;
TVectorD Nevent;
tottrk.ResizeTo(nbin);
tottrk.Zero();
Nevent.ResizeTo(nbin);
Nevent.Zero();
//TH1* reals = new TH1D("reals", "Re(C{n})", maxH-2+1, 2+.5, maxH+1+.5);
//TH1* imags = static_cast<TH1*>(reals->Clone("imags"));
for(int ibin=0;ibin<nbin;ibin++){
sumreals[ibin] = new TH1D(Form("sumreals_%d",ibin), "Re(C{n})", maxH-2+1, 2+.5, maxH+1+.5);
sumimags[ibin] = static_cast<TH1*>(sumreals[ibin]->Clone(Form("sumimags_%d",ibin)));
weights[ibin] = static_cast<TH1*>(sumreals[ibin]->Clone(Form("weights_%d",ibin)));
}
TProfile* timing = new TProfile("timing", "Timing", maxH-2+1, 2+.5,maxH+1+.5);
TH1* hs = new TH1I("harmonics", "Harmonics", maxH, 1.5, maxH+1.5);
/*reals->SetFillColor(kGreen+1);
reals->SetFillStyle(3001);
reals->SetStats(0);
imags->SetTitle("Im(C{n})");
imags->SetFillColor(kBlue+1);
imags->SetFillStyle(3001);
imags->SetStats(0);
timing->SetFillColor(kRed+1);
timing->SetFillStyle(3001);
timing->SetStats(0);
hs->SetFillColor(kMagenta+1);
hs->SetFillStyle(3001);
hs->SetStats(0);*/
for (UShort_t i = 0; i < maxH-1; i++) {
TString label = TString::Format("C{%d}", i+2);
// reals->GetXaxis()->SetBinLabel(i+1, label);
// imags->GetXaxis()->SetBinLabel(i+1, label);
timing->GetXaxis()->SetBinLabel(i+1, label);
hs->GetXaxis()->SetBinLabel(i+1,Form("h_{%d}", i+1));
hs->SetBinContent(i+1, h[i]);
}
hs->GetXaxis()->SetBinLabel(maxH,Form("h_{%d}", maxH));
hs->SetBinContent(maxH, h[maxH-1]);
TStopwatch timer;
// --- Setup input ------------------------------------------------
TFile* file = TFile::Open(Form("%s/vndata_50k_%d.root",dir.Data(),ifile), "READ");
TTree* tree = static_cast<TTree*>(file->Get("tree"));
// TArrayD phis(0);
Int_t M;
Float_t phi[10000],pt[10000],eta[10000];
// TArrayD weights(0);
// Double_t phiR = 0;
// TArrayD* pPhis = &phis;
// TArrayD* pWeights = &weights;
tree->SetBranchAddress("phig", phi);
tree->SetBranchAddress("ptg",pt);
tree->SetBranchAddress("etag",eta);
tree->SetBranchAddress("n", &M);
// tree->SetBranchAddress("weight", &pWeights);
// tree->SetBranchAddress("event", &phiR);
// --- The results -------------------------------------------------
const UShort_t nQ = maxH - 1;
correlations::ResultVector qs[nbin];
for(int ibin=0;ibin<nbin;ibin++)
qs[ibin] = correlations::ResultVector(nQ);
// --- Event loop --------------------------------------------------
Int_t nEvents = tree->GetEntries();
for (Int_t event = 0; event < nEvents; event++) {
tree->GetEntry(event);
int ntrk = M; int xbin=-1;
for(int j=0;j<nbin;j++)
if(ntrk<trkbin[j]&&ntrk>=trkbin[j+1])
xbin=j;
if(xbin<0 || xbin==nbin) continue;
tottrk[xbin]+=ntrk;
q[xbin].reset();
// printf("Event # %4u %4d particles ", event++, phis.GetSize());
for (UShort_t pa = 0; pa < M; pa++){
if(fabs(eta[pa])>etamax) continue;
if(pt[pa]<ptmin||pt[pa]>ptmax) continue; //event selection
// phis.Set(n,pPhis);
q[xbin].fill(phi[pa], 1.);
}
for (UShort_t i = 0; i < nQ; i++) {
UShort_t n = i + 2;
// printf("%s%d", i == 0 ? "" : "..", n);
timer.Reset();
timer.Start();
qs[xbin][i] += c[xbin]->calculate(n, h);
timer.Stop();
timing->Fill(n+.5, timer.RealTime());
}
// printf(" done\n");
Nevent[xbin]++;
}
file->Close();
for(int ibin=0;ibin<nbin;ibin++){
for (UShort_t i = 0; i < nQ; i++) {
// UShort_t iq = i+2;
// Double_t t = timing->GetBinContent(i+1);
// correlations::Complex rc = qs[i].eval();
// Printf("QC{%2d}: %12g + %12gi <t>: %10gs",
// iq, rc.real(), rc.imag(), t);
// if(i==0)Printf("v2{%2d}: %3g\n",2,sqrt(qs[0].eval().real()));
// if(i==2)Printf("v2{%2d}: %3g\n",4,TMath::Power(fabs(qs[2].eval().real()),1./4));
// if(i==4)Printf("v2{%2d}: %3g\n",6,TMath::Power(fabs(qs[4].eval().real()),1./6));
sumreals[ibin]->SetBinContent(i+1,qs[ibin][i]._sum.real());
sumimags[ibin]->SetBinContent(i+1,qs[ibin][i]._sum.imag());
weights[ibin]->SetBinContent(i+1,qs[ibin][i]._weights);
//reals->SetBinContent(i+1, rc.real());
//imags->SetBinContent(i+1, rc.imag());
}
}
/*
TCanvas* can = new TCanvas("C", "C");
can->SetTopMargin(0.15);
can->SetBottomMargin(0.15);
can->SetRightMargin(0.03);
can->Divide(1,3, 0, 0);
DrawInPad(can, 3, timing, true);
DrawInPad(can, 1, reals);
DrawInPad(can, 2, imags);
can->cd(0);
TLatex* ltx = new TLatex(0.5,0.995,c->name());
ltx->SetNDC(true);
ltx->SetTextAlign(23);
ltx->SetTextSize(0.04);
ltx->Draw();
can->Modified();
can->Update();
can->cd();
*/
TString out(mode);
out.ToLower();
file = TFile::Open(Form("%s/%s_%d.root",outdir.Data(),out.Data(),ifile), "RECREATE");
for(int ibin=0;ibin<nbin;ibin++){
sumimags[ibin]->Write();
sumreals[ibin]->Write();
weights[ibin]->Write();
}
Nevent.Write("Nevent");
tottrk.Write("tottrk");
timing->Write();
hs->Write();
file->Write();
file->Close();
for(int ibin=0;ibin<nbin;ibin++){
delete sumimags[ibin];
delete sumreals[ibin];
delete weights[ibin];
}
delete timing;
delete hs;
}
void balanceMetVsAj(TString infname = "dj_HCPR-J50U-hiGoodMergedTracks_OfficialSelv2_Final0_120_50.root",TCut myCut = "cent<30", char *title = "",bool drawLegend = false)
{
TFile *inf = new TFile(infname);
TTree *t = (TTree*)inf->Get("ntjt");
const int nBin = 3;
double bins[nBin+1] = {0.5,4,8,1000};
double colors[nBin] = {kOrange-8,kBlue-3,kRed};
// Selection cut
TCut evtCut = "nljet>100&&abs(nljetacorr)<2&&aljet>50&&abs(aljetacorr)<2&&jdphi>2./3*TMath::Pi()&&!maskEvt";
cout << "Sel evt: " << t->GetEntries(evtCut&&myCut) << endl;
TProfile *p[nBin];
for (int i=0;i<nBin;i++)
{
p[i] = new TProfile(Form("p%d",i),"",5,0.0001,0.49999);
t->Project(Form("p%d",i),Form("-1*metxMerged%d:Aj",i), "1"*(evtCut&&myCut));
p[i]->SetLineColor(colors[i]);
p[i]->SetMarkerColor(colors[i]);
}
TProfile *pall = new TProfile("pall","",5,0.0001,0.49999);
pall->SetXTitle("A_{J}");
pall->SetYTitle("<#slash{p}_{T}^{#parallel}> (GeV/c)");
pall->GetXaxis()->CenterTitle();
pall->GetYaxis()->CenterTitle();
pall->SetNdivisions(505);
t->Project("pall","-1*metx:Aj", "1"*(evtCut&&myCut));
pall->SetAxisRange(-50,50,"Y");
pall->SetMarkerSize(1);
pall->Draw("E");
for (int i=0;i<nBin;++i) {
p[i]->SetLineWidth(3);
p[i]->Draw("e hist same");
}
pall->Draw("E same");
// Legend
TLegend *leg = new TLegend(0.10,0.68,0.70,0.96);
leg->SetFillStyle(0);
leg->SetBorderSize(0);
leg->SetTextFont(63);
leg->SetTextSize(16);
leg->AddEntry(pall,Form("> %.1f GeV/c",bins[0]),"pl");
for (int i=0;i<nBin;++i) {
if (i!=nBin-1){
leg->AddEntry(p[i],Form("%.1f - %.1f GeV/c",bins[i],bins[i+1]),"l");
} else {
leg->AddEntry(p[i],Form("> %.1f GeV/c",bins[i]),"l");
}
}
if (drawLegend) leg->Draw();
TLine * l0 = new TLine(0,0,0.5,0);
l0->SetLineStyle(2);
l0->Draw();
TText *titleText = new TText(0.3,30,title);
titleText->Draw();
}
void draw_clouds_profiles()
{
// gROOT->ProcessLine(".L ../utils.C");
// gROOT->ProcessLine(".L AliLRCFit.cxx");
TFile *f[8];
// f[0] = new TFile( "output_classesByV0M_LHC10h.root" );
// f[0] = new TFile( "output_classesByV0M_LHC10h_c10_5_1.root" );
f[0] = new TFile( "output_classesByV0M_LHC10h_c10_5_25_1_05.root" );
// f[0] = new TFile( "output_classesByV0M_LHC11h_FemtoPlus_c10_5_CUT_OUTLIERS.root" );
// f[0] = new TFile( "output_classesByV0M_LHC15o_fieldMM_c10_5_CUT_OUTLIERS.root" );
// f[0] = new TFile( "output_classesByV0M_LHC15o_fieldPP_c10_5_CUT_OUTLIERS.root" );
// const int nCW = 2; //nCentrWidths
// const double cWidths[nCW] = { 10, 5 }; //width of the centrality bins
// const double cStep[nCW] = { 5, 2.5 }; //centrality bins step
// const int nCentrBins[nCW] = { 17, 35 }; //n centrality bins
// const int nCW = 3; //nCentrWidths
// const double cWidths[nCW] = { 10, 5, 1.0 }; //width of the centrality bins
// const double cStep[nCW] = { 5, 2.5, 1.0 }; //centrality bins step
// const int nCentrBins[nCW] = { 17, 35, 90 }; //n centrality bins
// const int nCW = 4; //nCentrWidths
// const double cWidths[nCW] = { 10, 5, 1.0, 0.5 }; //width of the centrality bins
// const double cStep[nCW] = { 5, 2.5, 1.0, 1.0 }; //centrality bins step
// const int nCentrBins[nCW] = { 17, 35, 90, 90 }; //n centrality bins
const int nCW = 5; //nCentrWidths
const double cWidths[nCW] = { 10, 5, 2.5, 1.0, 0.5 }; //width of the centrality bins
const double cStep[nCW] = { 5, 2.5, 2.5, 1.0, 1.0 }; //centrality bins step
const int nCentrBins[nCW] = { 17, 35, 36, 90, 90 }; //n centrality bins
TH2D *hist2D;//[200][3];
TProfile *profile;//[200][3];
int cW = 2;
int etaW = 1;
int phiW = 0;
const int kCorrType = 1; //0-NN, 1-PtPt, 2-PtN
TCanvas *canv_tmp_for_fit = new TCanvas("canv_tmp_for_fit","canv_tmp_for_fit",50,50,300,300 );
TCanvas *canv_2D_clouds = new TCanvas("canv_2D_clouds","canv_2D_clouds",150,250,1400,600 );
tuneCanvas(canv_2D_clouds);
canv_2D_clouds->Divide(2,1);
gStyle->SetOptStat( kFALSE );
TGraph *grFromFit2D = new TGraph;
bool firstDraw = true;
// for ( int cBin = 0; cBin < nCentrBins[cW]; cBin++ )
for ( int cBin = nCentrBins[cW]-1; cBin >= 0; cBin-- )
{
if (cBin%2!=0)
continue;
// cout << "cBin=" << cBin << endl;
float cBinMin = cStep[cW] * cBin;
float cBinMax = cWidths[cW] + cStep[cW] * cBin;
// ##### pad 1 - clouds
tunePad( canv_2D_clouds->cd(1) );
if ( kCorrType == 0 )
{
hist2D = (TH2D*)f[0]->Get( Form("hist2D_NN_c%.1f-%.1f_etaW_%d_phiW_%d", cBinMin, cBinMax, etaW, phiW) );
hist2D->SetTitle( "");
hist2D->GetXaxis()->SetTitle( "N_{ch} Forward");
hist2D->GetYaxis()->SetTitle( "N_{ch} Backward");
hist2D->GetXaxis()->SetRangeUser(0,650);
hist2D->GetYaxis()->SetRangeUser(0,650);
}
else if ( kCorrType == 1 )
{
hist2D = (TH2D*)f[0]->Get( Form("hist2D_PtPt_c%.1f-%.1f_etaW_%d_phiW_%d", cBinMin, cBinMax, etaW, phiW) );
hist2D->SetTitle( "");
hist2D->GetXaxis()->SetTitle( "#LTp_{T}#GT Forward");
hist2D->GetYaxis()->SetTitle( "#LTp_{T}#GT Backward");
} hist2D->SetMarkerColor(kOrange-9+cBin);
tuneHist2D_onPad(hist2D);
hist2D->GetXaxis()->CenterTitle();
hist2D->GetYaxis()->CenterTitle();
// removeBinsWithFewEntries(hist2D);
hist2D->DrawCopy( firstDraw ? "" : "same" );
// ##### pad 2 - profiles
tunePad( canv_2D_clouds->cd(2) );
profile = hist2D->ProfileX(); //(TProfile*)f[0]->Get( Form("hist2D_c%.1f-%.1f_etaW_%d_phiW_%d_pfx", cBinMin, cBinMax, etaW, phiW) );
if ( kCorrType == 0 )
{
profile->SetTitle( "");
profile->GetYaxis()->SetTitle( "#LTN_{ch}#GT Backward");
profile->GetXaxis()->SetRangeUser(0,650);
profile->GetYaxis()->SetRangeUser(0,650);
}
else if ( kCorrType == 1 )
{
profile->SetTitle( "");
profile->GetYaxis()->SetTitle( "#LT#LTp_{T}#GT#GT Backward");
}
profile->SetLineColor(kOrange-9+cBin);
profile->SetMarkerStyle(7);
tuneProfile_onPad( profile );
profile->GetYaxis()->CenterTitle();
deleteProfileEmptyBinErrors(profile);
canv_tmp_for_fit->cd();
profile->Fit("pol1","Q");//,"",0.25,1.2);//,"N");
canv_2D_clouds->cd(2);
TF1 *fit = profile->GetFunction("pol1");
Double_t p0 = fit->GetParameter(0);
Double_t p1 = fit->GetParameter(1);
grFromFit2D->SetPoint(grFromFit2D->GetN(), (cBinMax+cBinMin)/2, p1);
double meanX = hist2D->ProjectionX()->GetMean();
double rmsX = hist2D->ProjectionX()->GetRMS();
fit->SetRange( meanX-3*rmsX, meanX+3*rmsX );
fit->SetLineColorAlpha( kRed, 0.6 );
fit->Draw("same");
profile->DrawCopy( firstDraw ? "" : "same" );
firstDraw = false;
}
TGraphErrors *grByFormula; /*[cW][etaW]*/
if ( kCorrType == 0 )
{
grByFormula = (TGraphErrors*)f[0]->Get( Form( "grNN_c%d_eta%d", cW, etaW ) );
}
else if ( kCorrType == 1 )
{
grByFormula = (TGraphErrors*)f[0]->Get( Form( "grPtPt_c%d_eta%d", cW, etaW ) );
}
TCanvas *canv_GrCoeff = new TCanvas("canv_GrCoeff","canv_GrCoeff",20,150,900,700 );
grByFormula->Draw("APL");
grFromFit2D->SetLineColor(kRed);
grFromFit2D->DrawClone("PL");
return;
TGraphErrors *gr[10][10];
for ( int cW = 0; cW < 2; cW++ )
for ( int etaW = 0; etaW < 3; etaW++ )
gr[cW][etaW] = (TGraphErrors*)f[0]->Get( Form( "grPtPt_c%d_eta%d", cW, etaW ) );
drawGraph( gr[1][0], 24, kBlack, "APL" );
drawGraph( gr[0][0], 20, kBlack, "PL" );
// drawGraph( gr[1][1], 24, kBlue, "PL" );
// drawGraph( gr[0][1], 20, kBlue, "PL" );
// drawGraph( gr[1][2], 24, kGreen, "PL" );
// drawGraph( gr[0][2], 20, kGreen, "PL" );
//// drawGraph( gr[6], 24, kRed, "PL" );
// drawGraph( gr[7], 20, kRed, "PL" );
f[1] = new TFile( "output_histos_graphs_LHC15o_fieldMM.root" );
TGraphErrors *grMM[10][10];
for ( int cW = 0; cW < 2; cW++ )
for ( int etaW = 0; etaW < 3; etaW++ )
grMM[cW][etaW] = (TGraphErrors*)f[1]->Get( Form( "grPtPt_c%d_eta%d", cW, etaW ) );
drawGraph( grMM[1][0], 24, kGreen, "PL" );
drawGraph( grMM[0][0], 20, kGreen, "PL" );
// drawGraph( grMM[1][1], 24, kRed, "PL" );
// drawGraph( grMM[0][1], 20, kRed, "PL" );
// drawGraph( grMM[1][2], 24, kGreen, "PL" );
// drawGraph( grMM[0][2], 20, kGreen, "PL" );
// gROOT->ProcessLine( ".q");
}
void fitBjetJES(int ppPbPb=1, int cbinlo=12, int cbinhi=40){
if(!ppPbPb){
cbinlo=0;
cbinhi=40;
}
gStyle->SetOptTitle(0);
gStyle->SetOptStat(0);
TFile *fL;
if(!ppPbPb)fL=new TFile("histos/ppMC_hiReco_jetTrig_highPurity_JEC.root");
else fL=new TFile("histos/PbPbQCDMC_pt30by3_ipHICalibCentWeight.root");
// these are dummy files for pp
TFile *fB=new TFile("histos/PbPbBMC_pt30by3_ipHICalibCentWeight.root");
TFile *fC=new TFile("histos/PbPbCMC_pt30by3_ipHICalibCentWeight.root");
TNtuple *tL = (TNtuple*) fL->Get("nt");
TNtuple *tB = (TNtuple*) fB->Get("nt");
TNtuple *tC = (TNtuple*) fC->Get("nt");
float jtptL, refptL, jtetaL, weightL, refparton_flavorForBL, binL;
tL->SetBranchAddress("jtpt",&jtptL);
tL->SetBranchAddress("jteta",&jtetaL);
tL->SetBranchAddress("refpt",&refptL);
tL->SetBranchAddress("weight",&weightL);
if(ppPbPb)tL->SetBranchAddress("bin",&binL);
tL->SetBranchAddress("refparton_flavorForB",&refparton_flavorForBL);
float jtptB, refptB, jtetaB, weightB, refparton_flavorForBB, binB;
tB->SetBranchAddress("jtpt",&jtptB);
tB->SetBranchAddress("jteta",&jtetaB);
tB->SetBranchAddress("refpt",&refptB);
tB->SetBranchAddress("weight",&weightB);
if(ppPbPb)tB->SetBranchAddress("bin",&binB);
tB->SetBranchAddress("refparton_flavorForB",&refparton_flavorForBB);
float jtptC, refptC, jtetaC, weightC, refparton_flavorForBC, binC;
tC->SetBranchAddress("jtpt",&jtptC);
tC->SetBranchAddress("jteta",&jtetaC);
tC->SetBranchAddress("refpt",&refptC);
tC->SetBranchAddress("weight",&weightC);
if(ppPbPb)tC->SetBranchAddress("bin",&binC);
tC->SetBranchAddress("refparton_flavorForB",&refparton_flavorForBC);
TProfile *hL = new TProfile("hL","hL",250,50,300,0,10);
TProfile *hB = new TProfile("hB","hB",250,50,300,0,10);
TProfile *hC = new TProfile("hC","hC",250,50,300,0,10);
hL->Sumw2(),hB->Sumw2(),hC->Sumw2();
for(int i=0;i<tL->GetEntries();i++){
tL->GetEntry(i);
if(!ppPbPb) binL=39;
if(fabs(jtetaL)<2 && binL>=cbinlo && binL<cbinhi)
hL->Fill(refptL,jtptL/refptL,weightL);
if(!ppPbPb){
if(fabs(jtetaL)<2 && binL>=cbinlo && binL<cbinhi && abs(refparton_flavorForBL)==5)
hB->Fill(refptL,jtptL/refptL,weightL);
if(fabs(jtetaL)<2 && binL>=cbinlo && binL<cbinhi && abs(refparton_flavorForBL)==4)
hC->Fill(refptL,jtptL/refptL,weightL);
}
}
if(ppPbPb){
for(int i=0;i<tB->GetEntries();i++){
tB->GetEntry(i);
if(fabs(jtetaB)<2 && binB>=cbinlo && binB<cbinhi && abs(refparton_flavorForBB)==5)
hB->Fill(refptB,jtptB/refptB,weightB);
}
for(int i=0;i<tC->GetEntries();i++){
tC->GetEntry(i);
if(fabs(jtetaC)<2 && binC>=cbinlo && binC<cbinhi && abs(refparton_flavorForBC)==4)
hC->Fill(refptC,jtptC/refptC,weightC);
}
}
hL->SetMinimum(0.);
hL->SetLineColor(kBlue);
hB->SetLineColor(kRed);
hC->SetLineColor(kGreen);
hL->SetMarkerColor(kBlue);
hB->SetMarkerColor(kRed);
hC->SetMarkerColor(kGreen);
//hL->SetMarkerStyle(4);
//hB->SetMarkerStyle(4);
//hC->SetMarkerStyle(4);
hL->SetXTitle("genJet p_{T} (GeV/c)");
hL->SetYTitle("<reco p_{T} / gen p_{T} >");
hL->GetXaxis()->SetRangeUser(50.,199.999);
hL->GetYaxis()->SetRangeUser(0.5,1.05);
TCanvas *c1=new TCanvas("c1","c1",800,600);
c1->SetGridx(1);
c1->SetGridy(1);
hL->Draw("e1");
hB->Draw("e1,same");
hC->Draw("e1,same");
TLegend *leg=new TLegend(0.4,0.15,0.9,0.45);
leg->SetBorderSize(0);
leg->SetFillStyle(0);
if(ppPbPb&&cbinlo==0&&cbinhi==40)leg->SetHeader("Pythia+Hydjet, 0-100%");
leg->AddEntry(hL,"Inclusive jets","pl");
leg->AddEntry(hC,"c-jets","pl");
leg->AddEntry(hB,"b-jets","pl");
leg->Draw();
TCanvas *c2=new TCanvas("c2","c2",1);
/*
TH1F *hL2 = (TH1F*)hL->Clone("hL2");
TH1F *hB2 = (TH1F*)hB->Clone("hB2");
hL2->Add(hB2,-1);
hL2->Draw();
*/
TH1F *hcorr = new TH1F("hcorr","hcorr",250,50,300);
hcorr->Sumw2();
for(int i=0;i<hL->GetNbinsX();i++){
cout<<" b resp "<<hB->GetBinContent(i+1)<<endl;
cout<<" l resp "<<hL->GetBinContent(i+1)<<endl;
cout<<" l offset "<<1.-hL->GetBinContent(i+1)<<endl;
cout<<" corrected b resp "<<hB->GetBinContent(i+1)+1.-hL->GetBinContent(i+1)<<endl;
float jesOffset = 1.-hL->GetBinContent(i+1);
hcorr->SetBinContent(i+1,hB->GetBinContent(i+1)+jesOffset);
hcorr->SetBinError(i+1,sqrt(hB->GetBinError(i+1)*hB->GetBinError(i+1)+hL->GetBinError(i+1)*hL->GetBinError(i+1)));
}
hcorr->SetMinimum(0.5);
hcorr->SetMaximum(1.1);
hcorr->SetLineColor(kRed);
hcorr->SetMarkerColor(kRed);
hcorr->SetMarkerStyle(4);
hcorr->Draw();
TF1 *fCorr = new TF1("fCorr","[0]+[1]*log(x)+[2]*log(x)*log(x)",50,300);
fCorr->SetLineWidth(1);
fCorr->SetLineColor(kBlue);
hcorr->Fit(fCorr);
TFile *fout;
if(ppPbPb) fout =new TFile(Form("bJEShistos/bJetScale_PbPb_Cent_fineBin_%d_%d.root",cbinlo,cbinhi),"recreate");
else fout =new TFile("bJEShistos/bJetScale_PP_fineBin.root","recreate");
hcorr->Write();
fCorr->Write();
fout->Close();
}
void getMyPlot(TString name, TString canv){
TFile * f= TFile::Open(name);
TCanvas *c1 = new TCanvas("c", "c",242,131,604,638);
c1->Range(0.3110345,-0.07230999,1.01908,0.6295608);
c1->SetFillColor(0);
c1->SetBorderMode(0);
c1->SetBorderSize(2);
c1->SetLeftMargin(0.12);
c1->SetRightMargin(0.01);
c1->SetTopMargin(0.04);
c1->SetFrameBorderMode(0);
c1->SetFrameBorderMode(0);
c1->Divide(1,3);
c1->cd(1);
TProfile * p = ((TH2D*)f->Get("hFinalFNeg"))->ProfileX();
p->GetXaxis()->SetTitle("F_{L} input");
p->GetYaxis()->SetTitle("F_{L} output");
p->Draw();
c1->cd(2);
TProfile * q = ((TH2D*)f->Get("hFinalFZero"))->ProfileX();
q->GetXaxis()->SetTitle("F_{0} input");
q->GetYaxis()->SetTitle("F_{0} output");
q->Draw();
c1->cd(3);
TProfile * r = ((TH2D*)f->Get("hFinalFPos"))->ProfileX();
r->GetXaxis()->SetTitle("F_{R} input");
r->GetYaxis()->SetTitle("F_{R} output");
r->Draw();
c1->SaveAs(canv+".C");
TCanvas *c2 = new TCanvas("c2", "c2",242,131,604,638);
c2->Range(0.3110345,-0.07230999,1.01908,0.6295608);
c2->SetFillColor(0);
c2->SetBorderMode(0);
c2->SetBorderSize(2);
c2->SetLeftMargin(0.12);
c2->SetRightMargin(0.01);
c2->SetTopMargin(0.04);
c2->SetFrameBorderMode(0);
c2->SetFrameBorderMode(0);
c2->Divide(1,3);
c2->cd(1);
TProfile * p2 = ((TH2D*)f->Get("hFinalFNegVR"))->ProfileX();
p2->GetXaxis()->SetTitle("V_{R} input");
p2->GetYaxis()->SetTitle("F_{L} output");
p2->Draw();
c2->cd(2);
TProfile * q2 = ((TH2D*)f->Get("hFinalFZeroVR"))->ProfileX();
q2->GetXaxis()->SetTitle("V_{R} input");
q2->GetYaxis()->SetTitle("F_{0} output");
q2->Draw();
c2->cd(3);
TProfile * r2 = ((TH2D*)f->Get("hFinalFPosVR"))->ProfileX();
r2->GetXaxis()->SetTitle("V_{R} input");
r2->GetYaxis()->SetTitle("F_{R} output");
r2->Draw();
c2->SaveAs(canv+"_AnomInput.C");
}
