TProfile* getPlot(TProfile *h1, char *var, TCut cut, char *filename, char* treeName)
{
TFile *inf = new TFile(filename);
TTree *t = (TTree*)inf->FindObjectAny(treeName);
TProfile * tmp = (TProfile*)h1->Clone();
tmp->SetName("tmp");
t->Draw(Form("%s>>tmp",var),cut);
return tmp;
}
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();
}
TProfile *extractFlowVZEROsingle(Int_t icentr,Int_t spec,Int_t arm,Bool_t isMC,Float_t pTh,Int_t addbin,const char *nameSp,Float_t detMin,Float_t detMax,Int_t chMin,Int_t chMax){
LoadLib();
pTh += 0.00001;
// NUA correction currently are missing
char name[100];
char stringa[200];
snprintf(name,100,"AnalysisResults.root");
if(!fo) fo = new TFile(name);
snprintf(name,100,"contVZEROv%i",arm);
TList *cont = (TList *) fo->Get(name);
cont->ls();
Float_t xMin[5] = {icentr/*centrality bin*/,chMin/*charge*/,pTh/*prob*/,-TMath::Pi()/arm/*Psi*/,detMin/*PID mask*/};
Float_t xMax[5] = {icentr+addbin,chMax,1.0,TMath::Pi()/arm,detMax};
cont->ls();
TProfile *p1 = cont->At(2);
TProfile *p2 = cont->At(3);
TProfile *p3 = cont->At(4);
TH2F *hPsi2DA = cont->At(5);
TH2F *hPsi2DC = cont->At(6);
TH1D *hPsiA = hPsi2DA->ProjectionY("PsiA",icentr+1,icentr+addbin+1);
TH1D *hPsiC = hPsi2DC->ProjectionY("PsiC",icentr+1,icentr+addbin+1);
if(!fPsi) fPsi = new TF1("fPsi","pol0",-TMath::Pi()/arm,TMath::Pi()/arm);
hPsiA->Fit(fPsi,"0");
Float_t offsetA = fPsi->GetParameter(0);
hPsiC->Fit(fPsi,"0");
Float_t offsetC = fPsi->GetParameter(0);
Int_t nbinPsi = hPsiA->GetNbinsX();
Float_t *NUAcorrA = new Float_t[nbinPsi];
Float_t *NUAcorrC = new Float_t[nbinPsi];
for(Int_t i=0;i < nbinPsi;i++){
NUAcorrA[i] = offsetA/(hPsiA->GetBinContent(i+1));
NUAcorrC[i] = offsetC/(hPsiC->GetBinContent(i+1));
}
Float_t res1=0,res2=0,res3=0;
Float_t eres1=0,eres2=0,eres3=0;
for(Int_t i = icentr; i <= icentr+addbin;i++){
if(p1->GetBinError(i+1)){
eres1 += 1./p1->GetBinError(i+1)/p1->GetBinError(i+1);
res1 += p1->GetBinContent(i+1)/p1->GetBinError(i+1)/p1->GetBinError(i+1);
}
if(p2->GetBinError(i+1)){
eres2 += 1./p2->GetBinError(i+1)/p2->GetBinError(i+1);
res2 += p2->GetBinContent(i+1)/p2->GetBinError(i+1)/p2->GetBinError(i+1);
}
if(p3->GetBinError(i+1)){
eres3 += 1./p3->GetBinError(i+1)/p3->GetBinError(i+1);
res3 += p3->GetBinContent(i+1)/p3->GetBinError(i+1)/p3->GetBinError(i+1);
}
}
res1 /= eres1;
res2 /= eres2;
res3 /= eres3;
eres1 = sqrt(1./eres1);
eres2 = sqrt(1./eres2);
eres3 = sqrt(1./eres3);
AliFlowVZEROResults *a = (AliFlowVZEROResults *) cont->At(0);
AliFlowVZEROResults *b = (AliFlowVZEROResults *) cont->At(1);
TProfile *pp,*pp2;
if(kNUAcorr){ // with NUA corrections
pp = a->GetV2reweight(spec,xMin,xMax,3,NUAcorrA);
pp2 = b->GetV2reweight(spec,xMin,xMax,3,NUAcorrC);
}
else{
pp = a->GetV2(spec,xMin,xMax);
pp2 = b->GetV2(spec,xMin,xMax);
}
Float_t scaling = sqrt(res1*res3/res2);
if(kVZEROrescorr){
pp->Scale(1./scaling);
}
Float_t err1_2 = eres1*eres1/res1/res1/4 +
eres2*eres2/res2/res2/4 +
eres3*eres3/res3/res3/4;
Float_t err2_2 = err1_2;
err1_2 /= scaling*scaling;
printf("resolution V0A = %f +/- %f\n",scaling,err1_2);
scaling = sqrt(res2*res3/res1);
err2_2 /= scaling*scaling;
if(kVZEROrescorr){
pp2->Scale(1./scaling);
}
printf("resolution V0C =%f +/- %f\n",scaling,err2_2);
pp->SetName("V0A");
pp2->SetName("V0C");
if(! kCleanMemory){
new TCanvas();
pp->Draw();
pp2->Draw("SAME");
}
TProfile *pData = new TProfile(*pp);
pData->Add(pp2);
snprintf(stringa,100,"%sData",nameSp);
pData->SetName(stringa);
TProfile *pMc = NULL;
TProfile *ppMC;
TProfile *ppMC2;
if(isMC){
snprintf(name,100,"contVZEROmc");
cont = (TList *) fo->Get(name);
cont->ls();
if(arm == 2){
AliFlowVZEROResults *c = (AliFlowVZEROResults *) cont->At(0);
if(! kCleanMemory) c->GetV2(spec,xMin,xMax)->Draw("SAME");
}
AliFlowVZEROResults *cA;
if(fo->Get("contVZEROv2")) cA = (AliFlowVZEROResults *) cont->At(1+2*(arm==3));
else cA = (AliFlowVZEROResults *) cont->At(0);
AliFlowVZEROResults *cC;
if(fo->Get("contVZEROv2")) cC = (AliFlowVZEROResults *) cont->At(2+2*(arm==3));
else cC = (AliFlowVZEROResults *) cont->At(1);
TProfile *p1mc = cont->At(5+3*(arm==3));
TProfile *p2mc = cont->At(6+3*(arm==3));
TProfile *p3mc = cont->At(7+3*(arm==3));
Float_t resMC1=0,resMC2=0,resMC3=0;
Float_t eresMC1=0,eresMC2=0,eresMC3=0;
for(Int_t i = icentr; i <= icentr+addbin;i++){
if(p1mc->GetBinError(i+1)){
eresMC1 += 1./p1mc->GetBinError(i+1)/p1mc->GetBinError(i+1);
resMC1 += p1mc->GetBinContent(i+1)/p1mc->GetBinError(i+1)/p1mc->GetBinError(i+1);
}
if(p2mc->GetBinError(i+1)){
eresMC2 += 1./p2mc->GetBinError(i+1)/p2mc->GetBinError(i+1);
resMC2 += p2mc->GetBinContent(i+1)/p2mc->GetBinError(i+1)/p2mc->GetBinError(i+1);
}
if(p3mc->GetBinError(i+1)){
eresMC3 += 1./p3mc->GetBinError(i+1)/p3mc->GetBinError(i+1);
resMC3 += p3mc->GetBinContent(i+1)/p3mc->GetBinError(i+1)/p3mc->GetBinError(i+1);
}
}
resMC1 /= eresMC1;
resMC2 /= eresMC2;
resMC3 /= eresMC3;
eresMC1 = sqrt(1./eresMC1);
eresMC2 = sqrt(1./eresMC2);
eresMC3 = sqrt(1./eresMC3);
ppMC = cA->GetV2(spec,xMin,xMax);
ppMC2 = cC->GetV2(spec,xMin,xMax);
scaling = sqrt(resMC1*resMC3/resMC2);
ppMC->Scale(1./scaling);
err1_2 = eresMC1*eresMC1/resMC1/resMC1/4 +
eresMC2*eresMC2/resMC2/resMC2/4 +
eresMC3*eresMC3/resMC3/resMC3/4;
err2_2 = err1_2;
err1_2 /= scaling*scaling;
printf("resolution V0A (MC) = %f +/- %f\n",scaling,err1_2);
scaling = sqrt(resMC2*resMC3/resMC1);
err2_2 /= scaling*scaling;
ppMC2->Scale(1./scaling);
printf("resolution V0C (MC) =%f +/- %f\n",scaling,err2_2);
ppMC->SetName("V0Amc");
ppMC2->SetName("V0Cmc");
if(! kCleanMemory){
ppMC->Draw("SAME");
ppMC2->Draw("SAME");
}
pMc = new TProfile(*ppMC);
pMc->Add(ppMC2);
snprintf(stringa,100,"%sMC",nameSp);
pMc->SetName(stringa);
pMc->SetLineColor(2);
}
if(! kCleanMemory){
new TCanvas();
pData->Draw();
}
if(pMc && !kCleanMemory){
pMc->Draw("SAME");
TH1D *hData = pData->ProjectionX();
TH1D *hMc = pMc->ProjectionX();
hData->Divide(hMc);
new TCanvas();
hData->Draw();
}
delete[] NUAcorrA;
delete[] NUAcorrC;
if(kCleanMemory){
if(pp) delete pp;
if(pp2) delete pp2;
if(ppMC) delete ppMC;
if(ppMC2) delete ppMC2;
}
delete cont;
if(isMC) return pMc;
return pData;
}
int main(int argc, char* argv[])
{
TApplication theApp(srcName.Data(), &argc, argv);
//=============================================================================
for (int i=0; i<argc; i++) cout << i << ", " << argv[i] << endl;
//=============================================================================
if (argc<5) return -1;
TString sPath = argv[1]; if (sPath.IsNull()) return -1;
TString sFile = argv[2]; if (sFile.IsNull()) return -1;
TString sJetR = argv[3]; if (sJetR.IsNull()) return -1;
TString sSjeR = argv[4]; if (sSjeR.IsNull()) return -1;
//=============================================================================
sPath.ReplaceAll("#", "/");
//=============================================================================
double dJetR = -1.;
if (sJetR=="JetR02") dJetR = 0.2;
if (sJetR=="JetR03") dJetR = 0.3;
if (sJetR=="JetR04") dJetR = 0.4;
if (sJetR=="JetR05") dJetR = 0.5;
if (dJetR<0.) return -1;
cout << "Jet R = " << dJetR << endl;
//=============================================================================
double dSjeR = -1.;
if (sSjeR=="SjeR01") dSjeR = 0.1;
if (sSjeR=="SjeR02") dSjeR = 0.2;
if (sSjeR=="SjeR03") dSjeR = 0.3;
if (sSjeR=="SjeR04") dSjeR = 0.4;
if (dSjeR<0.) return -1;
cout << "Sub-jet R = " << dSjeR << endl;
//=============================================================================
const double dJetsPtMin = 0.001;
const double dCutEtaMax = 1.6;
const double dJetEtaMax = 1.;
const double dJetAreaRef = TMath::Pi() * dJetR * dJetR;
fastjet::GhostedAreaSpec areaSpc(dCutEtaMax);
fastjet::JetDefinition jetsDef(fastjet::antikt_algorithm, dJetR, fastjet::BIpt_scheme, fastjet::Best);
//fastjet::AreaDefinition areaDef(fastjet::active_area,areaSpc);
fastjet::AreaDefinition areaDef(fastjet::active_area_explicit_ghosts,areaSpc);
//fastjet::JetDefinition bkgsDef(fastjet::kt_algorithm, 0.2, fastjet::BIpt_scheme, fastjet::Best);
//fastjet::AreaDefinition aBkgDef(fastjet::active_area_explicit_ghosts, areaSpc);
fastjet::Selector selectJet = fastjet::SelectorAbsEtaMax(dJetEtaMax);
//fastjet::Selector selectRho = fastjet::SelectorAbsEtaMax(dCutEtaMax-0.2);
//fastjet::Selector selecHard = fastjet::SelectorNHardest(2);
//fastjet::Selector selectBkg = selectRho * (!(selecHard));
//fastjet::JetMedianBackgroundEstimator bkgsEstimator(selectBkg, bkgsDef, aBkgDef);
//fastjet::Subtractor bkgSubtractor(&bkgsEstimator);
fastjet::JetDefinition subjDef(fastjet::antikt_algorithm, dSjeR, fastjet::BIpt_scheme, fastjet::Best);
//=============================================================================
std::vector<fastjet::PseudoJet> fjInput;
//=============================================================================
TList *list = new TList();
TH1D *hPtHat = new TH1D("hPtHat", "", 1000, 0., 1000.);
TH1D *hJet = new TH1D("hJet", "", 1000, 0., 1000.); hJet->Sumw2(); list->Add(hJet);
TH2D *hJetNsj = new TH2D("hJetNsj", "", 1000, 0., 1000., 101, -0.5, 100.5); hJetNsj->Sumw2(); list->Add(hJetNsj);
TH2D *hJetIsj = new TH2D("hJetIsj", "", 1000, 0., 1000., 1000, 0., 1000.); hJetIsj->Sumw2(); list->Add(hJetIsj);
TH2D *hJet1sj = new TH2D("hJet1sj", "", 1000, 0., 1000., 1000, 0., 1000.); hJet1sj->Sumw2(); list->Add(hJet1sj);
TH2D *hJet2sj = new TH2D("hJet2sj", "", 1000, 0., 1000., 1000, 0., 1000.); hJet2sj->Sumw2(); list->Add(hJet2sj);
TH2D *hJetDsj = new TH2D("hJetDsj", "", 1000, 0., 1000., 1000, 0., 1000.); hJetDsj->Sumw2(); list->Add(hJetDsj);
TH2D *hJetIsz = new TH2D("hJetIsz", "", 1000, 0., 1000., 120, 0., 1.2); hJetIsz->Sumw2(); list->Add(hJetIsz);
TH2D *hJet1sz = new TH2D("hJet1sz", "", 1000, 0., 1000., 120, 0., 1.2); hJet1sz->Sumw2(); list->Add(hJet1sz);
TH2D *hJet2sz = new TH2D("hJet2sz", "", 1000, 0., 1000., 120, 0., 1.2); hJet2sz->Sumw2(); list->Add(hJet2sz);
TH2D *hJetDsz = new TH2D("hJetDsz", "", 1000, 0., 1000., 120, 0., 1.2); hJetDsz->Sumw2(); list->Add(hJetDsz);
//=============================================================================
AliRunLoader *rl = AliRunLoader::Open(Form("%s/galice.root",sPath.Data())); if (!rl) return -1;
if (rl->LoadHeader()) return -1;
if (rl->LoadKinematics("READ")) return -1;
//=============================================================================
for (Int_t iEvent=0; iEvent<rl->GetNumberOfEvents(); iEvent++) {
fjInput.resize(0);
if (rl->GetEvent(iEvent)) continue;
//=============================================================================
AliStack *pStack = rl->Stack(); if (!pStack) continue;
AliHeader *pHeader = rl->GetHeader(); if (!pHeader) continue;
//=============================================================================
AliGenPythiaEventHeader *pHeadPy = (AliGenPythiaEventHeader*)pHeader->GenEventHeader();
if (!pHeadPy) continue;
hPtHat->Fill(pHeadPy->GetPtHard());
//=============================================================================
for (Int_t i=0; i<pStack->GetNtrack(); i++) if (pStack->IsPhysicalPrimary(i)) {
TParticle *pTrk = pStack->Particle(i); if (!pTrk) continue;
if (TMath::Abs(pTrk->Eta())>dCutEtaMax) { pTrk = 0; continue; }
// TParticlePDG *pPDG = pTrk->GetPDG(); if (!pPDG) { pTrk = 0; continue; }
fjInput.push_back(fastjet::PseudoJet(pTrk->Px(), pTrk->Py(), pTrk->Pz(), pTrk->P()));
// pPDG = 0;
pTrk = 0;
}
//=============================================================================
fastjet::ClusterSequenceArea clustSeq(fjInput, jetsDef, areaDef);
std::vector<fastjet::PseudoJet> includJets = clustSeq.inclusive_jets(dJetsPtMin);
// std::vector<fastjet::PseudoJet> subtedJets = bkgSubtractor(includJets);
std::vector<fastjet::PseudoJet> selectJets = selectJet(includJets);
// std::vector<fastjet::PseudoJet> sortedJets = fastjet::sorted_by_pt(selectJets);
for (int j=0; j<selectJets.size(); j++) {
double dJet = selectJets[j].pt();
hJet->Fill(dJet);
//=============================================================================
fastjet::Filter trimmer(subjDef, fastjet::SelectorPtFractionMin(0.));
fastjet::PseudoJet trimmdJet = trimmer(selectJets[j]);
std::vector<fastjet::PseudoJet> trimmdSj = trimmdJet.pieces();
double nIsj = 0.;
double d1sj = -1.; int k1sj = -1;
double d2sj = -1.; int k2sj = -1;
for (int i=0; i<trimmdSj.size(); i++) {
double dIsj = trimmdSj[i].pt(); if (dIsj<0.001) continue;
hJetIsj->Fill(dJet, dIsj);
hJetIsz->Fill(dJet, dIsj/dJet);
if (dIsj>d1sj) {
d2sj = d1sj; k2sj = k1sj;
d1sj = dIsj; k1sj = i;
} else if (dIsj>d2sj) {
d2sj = dIsj; k2sj = i;
} nIsj += 1.;
}
hJetNsj->Fill(dJet, nIsj);
if (d1sj>0.) { hJet1sj->Fill(dJet, d1sj); hJet1sz->Fill(dJet, d1sj/dJet); }
if (d2sj>0.) { hJet2sj->Fill(dJet, d2sj); hJet2sz->Fill(dJet, d2sj/dJet); }
if ((d1sj>0.) && (d2sj>0.)) {
double dsj = d1sj - d2sj;
double dsz = dsj / dJet;
hJetDsj->Fill(dJet, dsj);
hJetDsz->Fill(dJet, dsz);
}
}
//=============================================================================
pStack = 0;
pHeadPy = 0;
pHeader = 0;
}
//=============================================================================
rl->UnloadgAlice();
rl->UnloadHeader();
rl->UnloadKinematics();
rl->RemoveEventFolder();
//=============================================================================
TFile *file = TFile::Open(Form("%s/pyxsec_hists.root",sPath.Data()), "READ");
TList *lXsc = (TList*)file->Get("cFilterList");
file->Close();
TH1D *hWeightSum = (TH1D*)lXsc->FindObject("h1Trials"); hWeightSum->SetName("hWeightSum");
TProfile *hSigmaGen = (TProfile*)lXsc->FindObject("h1Xsec"); hSigmaGen->SetName("hSigmaGen");
//=============================================================================
file = TFile::Open(Form("%s.root",sFile.Data()), "NEW");
hPtHat->Write();
hWeightSum->Write();
hSigmaGen->Write();
list->Write();
file->Close();
//=============================================================================
cout << "DONE" << endl;
//=============================================================================
return 0;
}
void plotPhotonType(char* var="(ecalRecHitSumEtConeDR04+hcalTowerSumEtConeDR04):genCalIsoDR04")
{
TCut allCut = simpleCut + hardScatterCut;
TProfile *hTemplate;
TProfile *htmp= new TProfile("htmp","",100,0,20);
htmp->SetXTitle("genCalIso [GeV]");
htmp->SetYTitle("recCalIso [GeV]");
hTemplate= getPlot(htmp,var,allCut,"MPA_PhotonJetPt15_31X.root","Analysis");
hTemplate->SetName("hTemplate");
hTemplate->Draw();
gStyle->SetOptFit(11111);
hTemplate->Fit("pol1","","");
TF1* f1 = hTemplate->GetFunction("pol1");
float p0 = f1->GetParameter(0);
float p1 = f1->GetParameter(1);
char tempName[1000];
sprintf(tempName,
"((ecalRecHitSumEtConeDR04+hcalTowerSumEtConeDR04)-genCalIsoDR04*%f):((ecalRecHitSumEtConeDR04+hcalTowerSumEtConeDR04)-genCalIsoDR04*(%f))",p1,-1.0/p1);
cout << tempName << endl;
TProfile *hTemplate_decompos;
const int nbin=50;
const float min = 0.0;
const float max = 10.0;
TProfile *htmp2= new TProfile("htmp2","",nbin,min,max);
hTemplate_decompos= getPlot(htmp2,tempName,allCut,"MPA_PhotonJetPt15_31X.root","Analysis");
hTemplate_decompos->SetName("hTemplate_decompos");
hTemplate_decompos->Draw();
hTemplate_decompos->SetYTitle(Form("recCalIso-genCalIso*%.2f",p1));
hTemplate_decompos->SetXTitle(Form("recCalIso+genCalIso*%.2f",1.0/p1));
gStyle->SetOptFit(11111);
// hTemplate_decompos->Fit("pol1");
TCanvas* c1 = new TCanvas("c1","",500,1000);
c1->Divide(1,2);
c1->cd(1);
hTemplate->Draw("");
c1->cd(2);
hTemplate_decompos->SetErrorOption("S");
hTemplate_decompos->Draw("");
c1->Print("bestGenCalIsoDR04.eps");
c1->Print("bestGenCalIsoDR04.gif");
TCanvas* c2 = new TCanvas("c2","",500,1000);
c2->Divide(1,2);
c2->cd(1);
TH1F* hMean = new TH1F("hMean","",nbin,min,max);
hMean->SetXTitle(Form("recCalIso+genCalIso*%.2f",1.0/p1));
hMean->SetTitleSize(0.06,"Y");
hMean->SetTitleOffset(1.2,"Y");
hMean->SetYTitle(Form("Mean of recCalIso-genCalIso*%.2f",p1));
for(int i=1; i <= nbin; i++)
hMean->SetBinContent(i,hTemplate_decompos->GetBinContent(i));
hMean->Draw();
c2->cd(2);
TH1F* hRMS = new TH1F("hRMS","",nbin,min,max);
hRMS->SetXTitle(Form("recCalIso+genCalIso*%.2f",1.0/p1));
hRMS->SetTitleSize(0.06,"Y");
hRMS->SetTitleOffset(1.2,"Y");
hRMS->SetYTitle(Form("RMS of recCalIso-genCalIso*%.2f",p1));
for(int i=1; i <= nbin; i++)
hRMS->SetBinContent(i,hTemplate_decompos->GetBinError(i));
hRMS->Draw();
c2->Print("bestGenCalIsoDR04_sup.eps");
c2->Print("bestGenCalIsoDR04_sup.gif");
int bestDeComposXBin = 11;
float bestDeComposX = hMean->GetBinCenter(bestDeComposXBin);
float bestDeComposY = hMean->GetBinContent(bestDeComposXBin);
cout << "bestDeComposX = " << bestDeComposX << endl;
cout << "bestDeComposY = " << bestDeComposY << endl;
float bestGenIso = (bestDeComposX - bestDeComposY)/((1.0)/p1 + p1);
float bestRecIso = bestDeComposX - (1.0/p1) * bestGenIso;
cout << "bestGenIso = " << bestGenIso << endl;
cout << "bestRecIso = " << bestRecIso << endl;
}
void drawFracs(string mc_type = "MC", string dt_type="DT", string stp = "tp") {
setTDRStyle();
// The mode of operation can be overridden to compare only MC or only DT.
// The MC mode names are evaluated strictly; DT type can be anything. {
bool all_DT = false, all_MC = false;
if (mc_type!="MC" && mc_type!="HW")
all_DT = true;
if (dt_type=="MC" || dt_type=="HW")
all_MC = true;
assert(!(all_MC && all_DT));
// }
assert(stp=="tp" || stp=="");
bool tp = (stp=="tp");
string smethod = (tp ? "Tag-and-probe method" : "Direct match method");
const char *cmethod = smethod.c_str();
TDirectory *curdir = gDirectory;
setTDRStyle();
// Opening the requested files {
string dt_file = all_MC ? dt_type : "DATA";
dt_file = "output-" + dt_file + (_vspu ? "-1" : "-2b") + ".root";
TFile *fdt = new TFile(Form("%s%s",dt_path.c_str(),dt_file.c_str()),"READ");
assert(fdt && !fdt->IsZombie());
assert(fdt->cd("Standard"));
TDirectory *ddt = gDirectory;
cout << "Opened the data file: ";
cout << Form("%s%s",dt_path.c_str(),dt_file.c_str()) << endl;
string mc_file = all_DT ? "DATA" : mc_type;
mc_file = "output-" + mc_file + (_vspu ? "-1" : "-2b") + ".root";
TFile *fmc = new TFile(Form("%s%s",mc_path.c_str(),mc_file.c_str()),"READ");
assert(fmc && !fdt->IsZombie());
assert(fmc->cd("Standard"));
TDirectory *dmc = gDirectory;
cout << "Opened the mc file: ";
cout << Form("%s%s",mc_path.c_str(),mc_file.c_str()) << endl;
// }
vector<pair<double,double> > etas;
etas.push_back(make_pair<double, double>(0., 1.3));
//etas.push_back(make_pair<double, double>(0.0, 0.5));
//etas.push_back(make_pair<double, double>(0.5, 1.0));
//etas.push_back(make_pair<double, double>(1.0, 1.5));
//etas.push_back(make_pair<double, double>(1.5, 2.0));
//etas.push_back(make_pair<double, double>(2.0, 2.5));
//etas.push_back(make_pair<double, double>(2.5, 3.0));
//etas.push_back(make_pair<double, double>(3.0, 3.2));
//etas.push_back(make_pair<double, double>(3.2, 4.7));
//string fracs[] = {"betastar","chf", "beta", "nef", "nhf", "cef"}; bool dobeta=true;
string fracs[] = {"betastar","chf", "nef", "nhf", "cef"}; bool dobeta=false;
const int nfrac = sizeof(fracs)/sizeof(fracs[0]);
map<string, pair<int, int> > style;
style["betastar"] = make_pair<int, int>(kRed+2, kOpenCircle);
style["chf"] = make_pair<int, int>(dobeta ? kRed+1 : kRed,
dobeta ? kOpenDiamond : kFullCircle);
style["beta"] = make_pair<int, int>(kRed, kFullCircle);
//
style["nef"] = make_pair<int, int>(kBlue, kFullSquare);
style["nhf"] = make_pair<int, int>(kGreen+1, kFullDiamond);
style["cef"] = make_pair<int, int>(kCyan+1, kOpenTriangleUp);
style["muf"] = make_pair<int, int>(kMagenta+1, kOpenTriangleDown);
map<string, string> name;
name["betastar"] = "Charged pile-up";
name["chf"] = (dobeta ? "Charged unassoc." : "Charged hadrons");
name["beta"] = "Charged hadrons";
name["nef"] = "Photons";
name["nhf"] = "Neutral hadrons";
//name["cef"] = "Electrons";
name["muf"] = "Muons";
name["cef"] = "Electrons+muons";
// Wide binning for cleaner graphs and less jitter
const int neta = 6;
double xw[] =
//{1, 15, 18, 21, 24, 28, 32, 37, 43, 49, 56, 64, 74, 84,
//97, 114, 133, 153, 174, 196, 220, 245, 272, 300, 330, 362, 395, 430, 468,
//507, 548, 592, 638, 686, 737, 790, 846, 905, 967,
//1032, 1101, 1172, 1248, 1327, 1410, 1497, 1588, 1684, 1784, 1890, 2000};
//2116, 2238, 2366, 2500, 2640, 2787, 2941, 3103, 3273, 3450, 3637, 3832,
//4037, 4252, 4477, 4713, 4961, 5220, 5492, 5777, 6076, 6389, 6717, 7000};
{1, 15, 21, 28, 37, 49, 64, 84, 114, 153, 196, 245, 300, 395, 468, 548,
686, 846, 1032, 1248, 1588, 2000, 2500, 3103, 3450, 3637, 3832,
4037, 4252, 4477, 4713, 4961, 5220, 5492, 5777, 6076, 6389, 6717, 7000};
const int nbins = sizeof(xw)/sizeof(xw[0]);
for (unsigned int ieta = 0; ieta != etas.size(); ++ieta) {
double y1 = etas[ieta].first; double y2 = etas[ieta].second;
int iy = int(0.5*(y1+y2)/0.5); assert(iy<neta);
cout << "iy = " << iy << endl;
// List of differences
map<string, TH1D*> mdf;
// Build appropriate wide binning
vector<double> x;
if (_vspu) {
for (int i = 0; i < 24; ++i) {
x.push_back(0.5+2*i);
} // for i
} else {
for (int i = 0; i != nbins && xw[i]!=0; ++i) {
x.push_back(xw[i]);
} // for i
}
const int nx = x.size()-1;
THStack *hsdt = new THStack(Form("hsdt%d",ieta),"stacked histograms");
THStack *hsmc = new THStack(Form("hsmc%d",ieta),"stacked histograms");
THStack *hsdf = new THStack(Form("hsdf%d",ieta),"differences");
const double ptmin = 37;
const double ptmax = 3450;//3832;
const double pvmin = 0.5;
const double pvmax = 32.5;
TH1D *h = new TH1D("h",";p_{T} (GeV);PF energy fractions",nx,&x[0]);
if (_vspu) {
h->SetXTitle("N_{PV,good}");
h->GetXaxis()->SetRangeUser(pvmin,pvmax);
} else {
h->GetXaxis()->SetMoreLogLabels();
h->GetXaxis()->SetNoExponent();
h->GetXaxis()->SetRangeUser(ptmin,ptmax);
}
h->SetMaximum(1-1e-5);
h->SetMinimum(0+1e-5);
//TH1D *h2 = new TH1D("h2",";p_{T} (GeV);Data-MC (%)",nx,&x[0]);
TH1D *h2 = new TH1D("h2",Form(";p_{T} (GeV);%s-%s (%%)",dt_type.c_str(),mc_type.c_str()),nx,&x[0]);
if (_vspu) {
h2->SetXTitle("N_{PV,good}");
h2->GetXaxis()->SetRangeUser(pvmin,pvmax);
} else {
h2->GetXaxis()->SetMoreLogLabels();
h2->GetXaxis()->SetNoExponent();
h2->GetXaxis()->SetRangeUser(37,3832);
}
h2->SetMaximum(_vspu ? +6+10-1e-5 : +4-1e-5 +6);
h2->SetMinimum(_vspu ? -6+1e-5 : -4+1e-5 -6);
//lumi_13TeV = "2.1 fb^{-1}";
lumi_13TeV = plot_title.c_str();
TCanvas *c1 = tdrDiCanvas("c1",h,h2,4,0);
c1->cd(1);
TLegend *leg = tdrLeg(0.20,0.23-0.05,0.50,0.53-0.05);
for (int jfrac = 0; jfrac != nfrac; ++jfrac) {
string sf = fracs[jfrac];
const char *cf = fracs[jfrac].c_str();
const char *ctp = stp.c_str();
string spu = (_vspu ? "_vsnpv" : "");
const char *cpu = spu.c_str();
string spudt = (_vspu ? (all_MC ? "mc/" : "jt40/") : "");
const char *cpudt = spudt.c_str();
string spumc = (_vspu ? (all_DT ? "jt40/" : "mc/") : "");
const char *cpumc = spumc.c_str();
assert(ddt->cd(Form("Eta_%1.1f-%1.1f",y1,y2)));
const char *hname1 = Form("%sp%s%s%s",cpudt,cf,ctp,cpu);
TProfile *pdt = (TProfile*)gDirectory->Get(hname1);
if (!pdt) cout << hname1 << " not found in "
<< gDirectory->GetName() << endl << flush;
assert(pdt);
pdt->SetName(Form("%s_dt",pdt->GetName()));
assert(dmc->cd(Form("Eta_%1.1f-%1.1f",y1,y2)));
const char *hname2 = Form("%sp%s%s%s",cpumc,cf,ctp,cpu);
TProfile *pmc = (TProfile*)gDirectory->Get(hname2);
if (!pmc) cout << hname2 << " not found in "
<< gDirectory->GetName() << endl << flush;
assert(pmc);
pmc->SetName(Form("%s_mc",pmc->GetName()));
// Rebin histogram
TH1D *href = new TH1D("href","", nx, &x[0]);
//TH1D *hmc = (_vspu ? pmc->ProjectionX() : tools::Rebin(pmc, href));
//TH1D *hdt = (_vspu ? pdt->ProjectionX() : tools::Rebin(pdt, href));
TH1D *hmc = tools::Rebin(pmc, href);
TH1D *hdt = tools::Rebin(pdt, href);
// Scale data by response to MC-equivalent energy fractions
if (_shiftJES) {
for (int i = 1; i != hdt->GetNbinsX()+1; ++i) {
//double jec = 1.02;
double jec = jesShift(hdt->GetBinCenter(i));
hdt->SetBinContent(i, hdt->GetBinContent(i)/jec);
} // for i
} // _shiftJES
// For cef, add muf
if (sf=="cef") {
assert(ddt->cd(Form("Eta_%1.1f-%1.1f",y1,y2)));
TProfile *pdt2 = (TProfile*)gDirectory->Get(Form("%spmuf%s%s",
cpudt,ctp,cpu));
assert(pdt2);
//TH1D *hdt2 = (_vspu ? pdt2->ProjectionX() : tools::Rebin(pdt2, href));
TH1D *hdt2 = tools::Rebin(pdt2, href);
for (int i = 1; i != hdt2->GetNbinsX()+1; ++i) {
hdt->SetBinContent(i, hdt->GetBinContent(i)+hdt2->GetBinContent(i));
}
delete hdt2;
assert(dmc->cd(Form("Eta_%1.1f-%1.1f",y1,y2)));
TProfile *pmc2 = (TProfile*)gDirectory->Get(Form("%spmuf%s%s",
cpumc,ctp,cpu));
assert(pmc2);
//TH1D *hmc2 = (_vspu ? pmc2->ProjectionX() : tools::Rebin(pmc2, href));
TH1D *hmc2 = tools::Rebin(pmc2, href);
for (int i = 1; i != hmc2->GetNbinsX()+1; ++i) {
hmc->SetBinContent(i, hmc->GetBinContent(i)+hmc2->GetBinContent(i));
}
delete hmc2;
} // sf="cef"
// For betastar, multiply by chf
if (sf=="betastar") {
assert(ddt->cd(Form("Eta_%1.1f-%1.1f",y1,y2)));
TProfile *pdt2 = (TProfile*)gDirectory->Get(Form("%spchf%s%s",
cpudt,ctp,cpu));
assert(pdt2);
//TH1D *hdt2 = (_vspu ? pdt2->ProjectionX() : tools::Rebin(pdt2, href));
TH1D *hdt2 = tools::Rebin(pdt2, href);
for (int i = 1; i != hdt2->GetNbinsX()+1; ++i) {
hdt->SetBinContent(i, hdt->GetBinContent(i)*hdt2->GetBinContent(i));
}
delete hdt2;
assert(dmc->cd(Form("Eta_%1.1f-%1.1f",y1,y2)));
TProfile *pmc2 = (TProfile*)gDirectory->Get(Form("%spchf%s%s",
cpumc,ctp,cpu));
assert(pmc2);
//TH1D *hmc2 = (_vspu ? pmc2->ProjectionX() : tools::Rebin(pmc2, href));
TH1D *hmc2 = tools::Rebin(pmc2, href);
for (int i = 1; i != hmc2->GetNbinsX()+1; ++i) {
hmc->SetBinContent(i, hmc->GetBinContent(i)*hmc2->GetBinContent(i));
}
delete hmc2;
} // betastar -> chf * betastar
// For beta, multiply by chf
if (sf=="beta") {
assert(ddt->cd(Form("Eta_%1.1f-%1.1f",y1,y2)));
TProfile *pdt2 = (TProfile*)gDirectory->Get(Form("%spchf%s%s",
cpudt,ctp,cpu));
assert(pdt2);
//TH1D *hdt2 = (_vspu ? pdt2->ProjectionX() : tools::Rebin(pdt2, href));
TH1D *hdt2 = tools::Rebin(pdt2, href);
for (int i = 1; i != hdt2->GetNbinsX()+1; ++i) {
hdt->SetBinContent(i, hdt->GetBinContent(i)*hdt2->GetBinContent(i));
}
delete hdt2;
assert(dmc->cd(Form("Eta_%1.1f-%1.1f",y1,y2)));
TProfile *pmc2 = (TProfile*)gDirectory->Get(Form("%spchf%s%s",
cpumc,ctp,cpu));
assert(pmc2);
//TH1D *hmc2 = (_vspu ? pmc2->ProjectionX() : tools::Rebin(pmc2, href));
TH1D *hmc2 = tools::Rebin(pmc2, href);
for (int i = 1; i != hmc2->GetNbinsX()+1; ++i) {
hmc->SetBinContent(i, hmc->GetBinContent(i)*hmc2->GetBinContent(i));
}
delete hmc2;
} // beta -> chf * beta
// For chf, multiply by (1-beta-betastar)
if (sf=="chf") {
assert(ddt->cd(Form("Eta_%1.1f-%1.1f",y1,y2)));
TProfile *pdt2 = (TProfile*)gDirectory->Get(Form("%spbeta%s%s",
cpudt,ctp,cpu));
assert(pdt2);
//TH1D *hdt2 = (_vspu ? pdt2->ProjectionX() : tools::Rebin(pdt2, href));
TH1D *hdt2 = tools::Rebin(pdt2, href);
TProfile *pdt3 = (TProfile*)gDirectory->Get(Form("%spbetastar%s%s",
cpudt,ctp,cpu));
assert(pdt3);
//TH1D *hdt3 = (_vspu ? pdt3->ProjectionX() : tools::Rebin(pdt3, href));
TH1D *hdt3 = tools::Rebin(pdt3, href);
for (int i = 1; i != hdt2->GetNbinsX()+1; ++i) {
hdt->SetBinContent(i, hdt->GetBinContent(i)
* (1 - (dobeta ? hdt2->GetBinContent(i) : 0)
- hdt3->GetBinContent(i)));
}
delete hdt2;
delete hdt3;
assert(dmc->cd(Form("Eta_%1.1f-%1.1f",y1,y2)));
TProfile *pmc2 = (TProfile*)gDirectory->Get(Form("%spbeta%s%s",
cpumc,ctp,cpu));
assert(pmc2);
//TH1D *hmc2 = (_vspu ? pmc2->ProjectionX() : tools::Rebin(pmc2, href));
TH1D *hmc2 = tools::Rebin(pmc2, href);
TProfile *pmc3 = (TProfile*)gDirectory->Get(Form("%spbetastar%s%s",
cpumc,ctp,cpu));
assert(pmc3);
//TH1D *hmc3 = (_vspu ? pmc3->ProjectionX() : tools::Rebin(pmc3, href));
TH1D *hmc3 = tools::Rebin(pmc3, href);
for (int i = 1; i != hmc2->GetNbinsX()+1; ++i) {
hmc->SetBinContent(i, hmc->GetBinContent(i)
* (1 - (dobeta ? hmc2->GetBinContent(i) : 0)
- hmc3->GetBinContent(i)));
}
delete hmc2;
delete hmc3;
} // chf -> chf*(1-beta-betastar)
delete href;
hmc->SetMarkerStyle(kNone);
hmc->SetFillStyle(1001);
hmc->SetFillColor(style[cf].first - 7);
hmc->SetLineColor(style[cf].first + 1);
hmc->GetXaxis()->SetRangeUser(_vspu ? pvmin : ptmin, _vspu ? pvmin : ptmax);
hsmc->Add(hmc, "SAME H");
hdt->SetFillStyle(1001); // for legend
hdt->SetFillColor(style[cf].first - 7); // for legend
hdt->SetLineColor(style[cf].first + 1);
hdt->SetMarkerStyle(style[cf].second);
hdt->SetMarkerSize(sf=="nhf"||(sf=="chf"&&dobeta) ? 1.3 : 1.0);
if (!_vspu)
hdt->GetXaxis()->SetRangeUser(_vspu ? pvmin : ptmin, _vspu ? pvmin : ptmax);
hsdt->Add(hdt, "SAME P");
// Then, do the difference
TH1D *hdf = (TH1D*)hdt->Clone(Form("hdf%d",ieta));
hdf->Add(hdt, hmc, 100, -100);
hdf->SetLineColor(style[cf].first + 1);
hdf->SetMarkerColor(style[cf].first + 1);
hdf->SetMarkerStyle(style[cf].second);
hdf->SetLineWidth(ieta==0 ? 2 : 0);
hdf->SetMarkerSize(ieta==0 ? (sf=="nhf"||(sf=="chf"&&dobeta) ? 1.8 : 1.3) : 0.7);
hsdf->Add(hdf, "SAME P");
c1->cd(2);
if (jfrac==0) {
TLine *l = new TLine();
l->DrawLine(_vspu ? pvmin : ptmin, 0, _vspu ? pvmax : ptmax, 0);
TLatex *tex = new TLatex();
tex->SetNDC();
tex->SetTextSize(h2->GetYaxis()->GetLabelSize());
tex->DrawLatex(0.17,0.80,Form("Anti-k_{T} R=0.4%s",
_shiftJES ? ", shifted by JES" : ""));
}
hdf->Draw("SAME");
leg->AddEntry(hdt,name[cf].c_str(),"PF");
mdf[sf] = hdf;
} // for jfrac
c1->cd(1);
if (!_vspu) gPad->SetLogx();
hsmc->Draw("SAME");
hsdt->Draw("SAME");
leg->Draw("SAME"); // redraw
gPad->RedrawAxis();
c1->cd(2);
if (!_vspu) gPad->SetLogx();
//hsdf->Draw("SAME");
gPad->RedrawAxis();
c1->SaveAs(Form("pdf/drawFracs_%1.1f-%1.1f%s%s.pdf",
y1, y2, _shiftJES ? "_shiftJES" : "",
_vspu ? "_vsNPV" : ""));
// Estimate jet response slope by analyzing composition
TLatex *tex = new TLatex();
tex->SetNDC(); tex->SetTextSize(h2->GetYaxis()->GetLabelSize()*0.7);
if (dobeta) {
//TF1 *fchf = new TF1("fchf","[0]+[1]*pow(x,[2])",40,2000);//ptmin,ptmax);
//fchf->SetParameters(0,-2, -0.05);
TF1 *fchf = new TF1("fchf",jesFit,40,3000,2);
fchf->SetParameters( 0.9881-1, 0.2440 ); // Fall15_25nsV2
//mdf["beta"]->Fit(fchf,"QRN");
TH1D *hchfa = (TH1D*)mdf["beta"]->Clone("hcfha");
hchfa->Add(mdf["chf"]);
hchfa->Add(mdf["betastar"]);
hchfa->Fit(fchf,"QRN");
fchf->SetLineColor(kRed+3);
fchf->Draw("SAME");
hchfa->SetMarkerStyle(kFullStar);
hchfa->SetMarkerColor(kRed+3);
hchfa->SetLineColor(kRed+3);
hchfa->Draw("SAMEP");
}
else {
//TF1 *fchf = new TF1("fchf","[0]+[1]*pow(x,[2])",40,2000);//ptmin,ptmax);
//fchf->SetParameters(0,-2, -0.05);
TF1 *fchf = new TF1("fchf",jesFit,40,3000,2);
fchf->SetParameters( 0.9881-1, 0.2440 ); // Fall15_25nsV2
mdf["chf"]->Fit(fchf,"QRN");
fchf->SetLineColor(kRed+2);
fchf->Draw("SAME");
tex->SetTextColor(kRed);
tex->DrawLatex(0.17,0.40,Form("%1.2f#pm%1.2f%%, #chi^2/NDF=%1.1f/%d",
fchf->GetParameter(0), fchf->GetParError(0),
fchf->GetChisquare(), fchf->GetNDF()));
}
//TF1 *fnhf = new TF1("fnhf","[0]+[1]*pow(x,[2])",40,2000);//ptmin,ptmax);
//fnhf->SetParameters(0,-2, -0.05);
TF1 *fnhf = new TF1("fnhf",jesFit,40,3000,2);
fnhf->SetParameters( 0.9881-1, 0.2440 ); // Fall15_25nsV2
mdf["nhf"]->Fit(fnhf,"QRN");
fnhf->SetLineColor(kGreen+2);
fnhf->Draw("SAME");
//TF1 *fnef = new TF1("fnef","[0]+[1]*pow(x,[2])",40,2000);//ptmin,ptmax);
//fnef->SetParameters(0,-2, -0.05);
TF1 *fnef = new TF1("fnef",jesFit,40,3000,2);
fnef->SetParameters( 0.9881-1, 0.2440 ); // Fall15_25nsV2
mdf["nef"]->Fit(fnef,"QRN");
fnef->SetLineColor(kBlue+1);
fnef->Draw("SAME");
//TH1D *hall = (TH1D*)hchfa->Clone("hall");
TH1D *hall = (TH1D*)mdf["chf"]->Clone("hall");
if (dobeta) hall->Add(mdf["beta"]);
hall->Add(mdf["betastar"]);
hall->Add(mdf["nef"]);
hall->Add(mdf["nhf"]);
hall->Add(mdf["cef"]);
hall->SetMarkerStyle(kFullCross);
hall->SetMarkerColor(kBlack);
//hall->Draw("SAMEL");
h2->SetMaximum(+5);//+3.0);
h2->SetMinimum(-5);//-1.5);
if (ieta==0) c1->SaveAs(Form("pdf/drawFracs_WithFit%s%s.pdf",
_shiftJES ? "_shiftJES" : "",
_vspu ? "_vsNPV" : ""));
}
// For ieta
} // drawFracs