TH1* getHisto(char * filename, char* histoName, char * dirName, int nBin, double lumi)
{
TH1 * hpt_=0;
TFile *file0 = TFile::Open(filename);
if(!file0) return hpt_;
TDirectory *dir;
TH2D * hMuPt;
if(dirName == "0") {
hMuPt = (TH2D*) file0->Get(histoName);
} else {
dir = (TDirectory*) file0->Get(dirName);
if(!dir) return hpt_;
hMuPt = (TH2D*) dir->Get(histoName);
}
if(hMuPt) {
hpt_ = (TH1*) hMuPt->Clone();
hpt_->Sumw2();
hpt_->Scale(1./lumi); // this take into into account the luminosity
hpt_->SetLineWidth(2);
hpt_->Rebin(nBin);
double nBinX=hpt_->GetNbinsX();
// overFlow
hpt_->SetBinContent((int)nBinX,hpt_->GetBinContent((int)nBinX)+hpt_->GetBinContent((int)nBinX+1));
hpt_->SetDirectory(0);
file0->Close();
hpt_->SetLineWidth(3);
}
return hpt_;
}
void runcorr(int filenum)
{
string buffer;
vector<string> listoffiles;
int nlines = 0;
ifstream infile("/net/hisrv0001/home/dav2105/corrana/makecorrhists/oldstuff/sortedforests.txt");
if (!infile.is_open()) {
cout << "Error opening file. Exiting." << endl;
return;
} else {
while (!infile.eof()) {
infile >> buffer;
listoffiles.push_back(buffer);
nlines++;
}
}
corrana(listoffiles[filenum].data());
double pttriglow[] = {1,4};
double pttrighigh[] = {2,8};
double ptasslow[] = {1,2};
double ptasshigh[] = {2,3};
int centmin[] = {0,4,8,12,16,20,24,28,32};
int centmax[] = {40,8,12,16,20,24,28,32,36};
TFile * outf = new TFile(Form("corrhists_%d.root",filenum),"recreate");
// for(int i = 0 ; i < 9 ; ++i)
// for(int i = 0 ; i < 2 ; ++i)
for(int i = 0 ; i < 1 ; ++i)
{
cout<<"pt iteration "<<i<<endl;
// for(int cent = 0 ; cent < 3 ; ++cent)
// for(int cent = 0 ; cent < 9 ; ++cent)
for(int cent = 0 ; cent < 1 ; ++cent)
{
cout<<"cent iteration "<<cent<<endl;
TH2D * ttsig = TrackTrackSignal(pttriglow[i],pttrighigh[i],ptasslow[i],ptasshigh[i],centmin[cent],centmax[cent]);
TH2D * ttbak = TrackTrackBackground(pttriglow[i],pttrighigh[i],ptasslow[i],ptasshigh[i],centmin[cent],centmax[cent]);
// TCanvas * c1 = new TCanvas();
// ttsig->Draw("surf1");
// TCanvas * c2 = new TCanvas();
// ttbak->Draw("surf1");
// TCanvas * c3 = new TCanvas();
TH2D * ttcorr = (TH2D*)ttsig->Clone(Form("corr_trg%d_%d_ass%d_%d_cmin%d_cmax%d",(int)pttriglow[i],(int)pttrighigh[i],(int)ptasslow[i],(int)ptasshigh[i],centmin[cent],centmax[cent]));
ttcorr->Divide(ttbak);
ttcorr->Scale(ttbak->GetBinContent(ttbak->FindBin(0,0)));
ttcorr->GetXaxis()->SetRange(ttcorr->GetXaxis()->FindBin(-4.0),ttcorr->GetXaxis()->FindBin(4.0));
ttcorr->GetYaxis()->SetRange(ttcorr->GetYaxis()->FindBin(-3.1415926/2.0),ttcorr->GetYaxis()->FindBin(3*3.1415926/2.0));
// ttcorr->Draw("surf1");
}
}
outf->Write();
outf->Close();
}
TH2D* GetJetCorrFunc2D_ZYAM(int itrg, int jass)
{
TH2D* hcorr = (TH2D*)GetRawCorrFunc2D_ratio(itrg,jass);
TH2D* hcorr_clone = (TH2D*)hcorr->Clone(Form("corr_clone_itrg%d_jass%d",itrg,jass));
hcorr_clone->Reset();
for(int ietabin=1;ietabin<=hcorr->GetNbinsX();ietabin++)
{
TH1D* hcorrphi = (TH1D*)hcorr->ProjectionY(Form("corrphi_%d",ietabin),ietabin,ietabin,"e");
// hcorrphi->SetAxisRange(0.35,1.57,"X");
double histminX = hcorrphi->GetBinCenter(hcorrphi->GetMinimumBin());
double histminY = hcorrphi->GetBinContent(hcorrphi->GetMinimumBin());
fitfunc = new TF1(Form("fitfunc_%d",ietabin),"[0]+[1]*(x-[2])*(x-[2])",0.6,1.2);
fitfunc->SetParameters(histminY,1,histminX);
fitfunc->SetParLimits(1,0,0.10000);
// fitfunc->SetParLimits(2,0.35,1.57);
for(int ifit=0;ifit<3;ifit++) hcorrphi->Fit(Form("fitfunc_%d",ietabin),"RNO");
float level = fitfunc->GetParameter(0);
for(int iphibin=1;iphibin<=hcorr->GetNbinsY();iphibin++)
hcorr_clone->SetBinContent(ietabin,iphibin,hcorr->GetBinContent(ietabin,iphibin)-level);
}
float max = hcorr_clone->GetBinContent(hcorr_clone->GetMaximumBin());
hcorr_clone->SetAxisRange(ymin,max*1.3,"Z");
return hcorr_clone;
}
TH2D* GetJetCorrFunc2D_doublegaussian(int itrg, int jass)
{
TH2D* hcorr = (TH2D*)GetRawCorrFunc2D_ratio(itrg,jass);
TH2D* hcorr_clone = (TH2D*)hcorr->Clone(Form("corr_clone_itrg%d_jass%d",itrg,jass));
hcorr_clone->Reset();
for(int ietabin=1;ietabin<=hcorr->GetNbinsX();ietabin++)
{
TH1D* hcorrphi = (TH1D*)hcorr->ProjectionY(Form("corrphi_%d",ietabin),ietabin,ietabin,"e");
float min = hcorrphi->GetMinimum();
hcorrphi->SetAxisRange(-1,1,"X");
float nearmax = hcorrphi->GetMaximum();
hcorrphi->SetAxisRange(PI-1,PI+1,"X");
float awaymax = hcorrphi->GetMaximum();
TF1* fitfunc = new TF1("fitfunc",doubleGaussian,-PI/2.,3.*PI/2.,5);
fitfunc->SetParameters(min,nearmax-min,0.3,awaymax-min,0.5);
fitfunc->SetParLimits(0,0,100000);
fitfunc->SetParLimits(1,0,100000);
fitfunc->SetParLimits(2,0,100000);
fitfunc->SetParLimits(3,0,100000);
fitfunc->SetParLimits(4,0,100000);
for(int ifit=0;ifit<3;ifit++) hcorrphi->Fit(Form("fitfunc_%d",ietabin),"RNO");
float level = fitfunc->GetParameter(0);
for(int iphibin=1;iphibin<=hcorr->GetNbinsY();iphibin++)
hcorr_clone->SetBinContent(ietabin,iphibin,hcorr->GetBinContent(ietabin,iphibin)-level);
delete fitfunc;
}
float max = hcorr_clone->GetBinContent(hcorr_clone->GetMaximumBin());
hcorr_clone->SetAxisRange(ymin,max*1.3,"Z");
return hcorr_clone;
}
TH2D* GetRawCorrFunc2D_ratio(int itrg, int jass)
{
TH2D* hsignal = GetRawSignal2D(itrg,jass);
TH2D* hbackground = GetRawBackground2D(itrg,jass);
hcorrelation = (TH2D*) hsignal->Clone(Form("correlation_trg%d_ass%d",itrg,jass));
hcorrelation->Divide(hbackground);
hcorrelation->GetXaxis()->CenterTitle();
hcorrelation->GetYaxis()->CenterTitle();
hcorrelation->GetZaxis()->CenterTitle();
hcorrelation->SetZTitle("C(#Delta#eta,#Delta#phi)");
hcorrelation->SetAxisRange(detamin,detamax,"X");
return hcorrelation;
}
//loads phi-pT efficiency from root file
TH2D *GetEfficiencyPhi(TString effLoc){
TFile *fIn = 0;
TH2D *hPhiPt = 0;
if(!fIn)fIn = TFile::Open(effLoc.Data());
if(!fIn)Printf("%s%d no input data",(char*)__FILE__,__LINE__);
if(!hPhiPt)hPhiPt = (TH2D*)fIn->Get("h2TrackPtPhiNorm");
if(!hPhiPt) cout<<"Could not load h2TrackPtPhiNorm"<<endl;
if(!hPhiPt)Printf("%s%d no phi-pt efficiency spectrum available",(char*)__FILE__,__LINE__);
gROOT->cd();
TH2D *hPhiPtClone = (TH2D*)hPhiPt->Clone(hPhiPt->GetName());
fIn->Close();
return hPhiPtClone;
}
TH2D* Plot2D (std::string var,std::vector<TFile*>& tfiles,std::vector<double>& weights) {
double weightTot = 0.0;
for ( int i = 0; i<weights.size(); i++) {
weightTot+=weights[i];
}
std::string name = var;
name+="NEW";
TH2D* hVar = (TH2D*)tfiles[0]->Get(var.c_str());
TH2D* HVar = (TH2D*)hVar->Clone(name.c_str());
//HVar->Sumw2();
for (int i=1; i<tfiles.size(); i++) {
TH2D* htempVar = (TH2D*)tfiles[i]->Get(var.c_str());
HVar->Add(htempVar,weights[i]/weightTot);
}
return HVar;
}
TH2D* GetJetCorrFunc2D_ZYA1(int itrg, int jass)
{
TH2D* hcorr = (TH2D*)GetRawCorrFunc2D_ratio(itrg,jass);
TH2D* hcorr_clone = (TH2D*)hcorr->Clone(Form("corr_clone_itrg%d_jass%d",itrg,jass));
hcorr_clone->Reset();
for(int ietabin=1;ietabin<=hcorr->GetNbinsX();ietabin++)
{
TH1D* hcorrphi = (TH1D*)hcorr->ProjectionY(Form("corrphi_%d",ietabin),ietabin,ietabin,"e");
hcorrphi->SetAxisRange(0.5,2.0,"X");
double histminY = hcorrphi->GetMinimum();
fitfunc = new TF1("fitfunc","[0]+[1]*x",0.8,1.2);
fitfunc->SetParameters(histminY,0);
fitfunc->FixParameter(1,0);
for(int ifit=0;ifit<3;ifit++) hcorrphi->Fit(Form("fitfunc_%d",ietabin),"RNO");
float level = fitfunc->GetParameter(0);
for(int iphibin=1;iphibin<=hcorrphi->GetNbinsY();iphibin++)
hcorr_clone->SetBinContent(ietabin,iphibin,hcorr->GetBinContent(ietabin,iphibin)-level);
delete fitfunc;
}
float max = hcorr_clone->GetBinContent(hcorr_clone->GetMaximumBin());
hcorr_clone->SetAxisRange(ymin,max*1.3,"Z");
return hcorr_clone;
}
void mcruncorr(int filenum = 0)
{
string buffer;
vector<string> listoffiles;
int nlines = 0;
ifstream infile("/net/hisrv0001/home/dav2105/corrana/makecorrhists/franksorted.txt");
if (!infile.is_open()) {
cout << "Error opening file. Exiting." << endl;
return;
} else {
while (!infile.eof()) {
infile >> buffer;
listoffiles.push_back(buffer);
nlines++;
}
}
// int filenum = 13;
cout<<"opening: "<<listoffiles[filenum].data()<<endl;
// alicecorrana("/mnt/hadoop/cms/store/user/velicanu/mergedv1_sortedforest/mergesortv1_2.root");
mccorrana(listoffiles[filenum].data());
// double leadingjetptlow[] = {0 ,70 ,70 ,120,90 ,60 ,120,90 ,60 };
// double leadingjetpthigh[] = {300,90 ,300,300,300,300,300,300,300};
// double subleadingjetptlow[] = {70 ,0 ,50 ,50 ,50 ,50 ,50 ,50 ,50 };
// double subleadingjetpthigh[] = {90 ,300,300,300,300,300,300,300,300};
// double ptasslow[] = {1,1,1,2,2,2,3,3,3};
// double ptasshigh[] = {2,2,2,3,3,3,4,4,4};
// int centmin[] = {0,4,8,16,24};
// int centmax[] = {4,8,16,24,28};
double leadingjetptlow[] = {0 ,70 ,0 ,70 ,0 ,70 ,90 ,90 ,90 };
double leadingjetpthigh[] = {300,90 ,300,90 ,300,90 ,300,300,300};
double subleadingjetptlow[] = {70 ,0 ,70 ,0 ,70 ,0 ,50 ,50 ,50 };
double subleadingjetpthigh[] = {90 ,300,300,300,300,300,300,300,300};
double ptasslow[] = {1 ,1 ,2 ,2 ,3 ,3 ,1 ,2 ,3 };
double ptasshigh[] = {2 ,2 ,3 ,3 ,4 ,4 ,2 ,3 ,4 };
int centmin[] = {0,4,8,12,16,20};
int centmax[] = {4,8,12,16,20,24};
TFile * outf = new TFile(Form("frank_pf3_%d.root",filenum),"recreate");
for(int i = 6 ; i < 9 ; ++i)
{
cout<<"pt iteration "<<i<<endl;
// for(int cent = 0 ; cent < 3 ; ++cent)
// for(int cent = 0 ; cent < 9 ; ++cent)
for(int cent = 0 ; cent < 6 ; ++cent)
{
cout<<"cent iteration "<<cent<<endl;
TH2D * ljtsig = JetTrackSignal(0, leadingjetptlow[i], leadingjetpthigh[i] , subleadingjetptlow[i] , subleadingjetpthigh[i] , ptasslow[i] , ptasshigh[i], centmin[cent], centmax[cent]);
TH2D * ljtbak = JetTrackBackground(0, leadingjetptlow[i], leadingjetpthigh[i] , subleadingjetptlow[i] , subleadingjetpthigh[i] , ptasslow[i] , ptasshigh[i], centmin[cent], centmax[cent]);
TH2D * ljtcorr = (TH2D*)ljtsig->Clone(Form("corr_leadingjet%d_%d_ass%d_%d_cmin%d_cmax%d",(int)leadingjetptlow[i],(int)leadingjetpthigh[i],(int)ptasslow[i],(int)ptasshigh[i],centmin[cent],centmax[cent]));
ljtcorr->Divide(ljtbak);
ljtcorr->Scale(ljtbak->GetBinContent(ljtbak->FindBin(0,0)));
ljtcorr->GetXaxis()->SetRange(ljtcorr->GetXaxis()->FindBin(-1.6),ljtcorr->GetXaxis()->FindBin(1.6));
ljtcorr->GetYaxis()->SetRange(ljtcorr->GetYaxis()->FindBin(-3.1415926/2.0),ljtcorr->GetYaxis()->FindBin(3*3.1415926/2.0));
TH2D * sljtsig = JetTrackSignal(1, leadingjetptlow[i], leadingjetpthigh[i] , subleadingjetptlow[i] , subleadingjetpthigh[i] , ptasslow[i] , ptasshigh[i], centmin[cent], centmax[cent]);
TH2D * sljtbak = JetTrackBackground(1, leadingjetptlow[i], leadingjetpthigh[i] , subleadingjetptlow[i] , subleadingjetpthigh[i] , ptasslow[i] , ptasshigh[i], centmin[cent], centmax[cent]);
TH2D * sljtcorr = (TH2D*)sljtsig->Clone(Form("corr_subleadingjet%d_%d_ass%d_%d_cmin%d_cmax%d",(int)leadingjetptlow[i],(int)leadingjetpthigh[i],(int)ptasslow[i],(int)ptasshigh[i],centmin[cent],centmax[cent]));
sljtcorr->Divide(sljtbak);
sljtcorr->Scale(sljtbak->GetBinContent(sljtbak->FindBin(0,0)));
sljtcorr->GetXaxis()->SetRange(sljtcorr->GetXaxis()->FindBin(-1.6),sljtcorr->GetXaxis()->FindBin(1.6));
sljtcorr->GetYaxis()->SetRange(sljtcorr->GetYaxis()->FindBin(-3.1415926/2.0),sljtcorr->GetYaxis()->FindBin(3*3.1415926/2.0));
}
}
outf->Write();
outf->Close();
}
void makeTurnPhotonOn_fromTree()
{
TFile *inFile = TFile::Open("hydjet_photons_compTree.root");
//TFile *inFile = TFile::Open("/export/d00/scratch/luck/jet55_data_compTree_combined.root");
TTree *inTree = (TTree*)inFile->Get("l1_photon_tree");
Int_t run, lumi, evt;
Int_t nl1Egamma;
Int_t l1Egamma_hwPt[MAXJETS], l1Egamma_hwEta[MAXJETS], l1Egamma_hwPhi[MAXJETS], l1Egamma_hwQual[MAXJETS];
Int_t l1Egamma_hwIso[MAXJETS];
Float_t l1Egamma_pt[MAXJETS], l1Egamma_eta[MAXJETS], l1Egamma_phi[MAXJETS];
Int_t nl1Jet;
Int_t l1Jet_hwPt[MAXJETS], l1Jet_hwEta[MAXJETS], l1Jet_hwPhi[MAXJETS], l1Jet_hwQual[MAXJETS];
Float_t l1Jet_pt[MAXJETS], l1Jet_eta[MAXJETS], l1Jet_phi[MAXJETS];
Int_t emcand_hwPt[144], emcand_hwPhi[144], emcand_hwEta[144], emcand_hwIso[144];
Int_t iso3x3[144], isoCross[144], isoFourPoint[144], isoSingle[144], isoHolePunch[144];
Int_t region_hwPt[396], region_hwEta[396], region_hwPhi[396];
Int_t nPhoton;
Float_t photon_pt[MAXJETS];
Float_t photon_eta[MAXJETS];
Float_t photon_phi[MAXJETS];
Float_t cc4[MAXJETS];
Float_t cr4[MAXJETS];
Float_t ct4PtCut20[MAXJETS];
Float_t trkSumPtHollowConeDR04[MAXJETS];
Float_t hcalTowerSumEtConeDR04[MAXJETS];
Float_t ecalRecHitSumEtConeDR04[MAXJETS];
Float_t hadronicOverEm[MAXJETS];
Float_t sigmaIetaIeta[MAXJETS];
Float_t isEle[MAXJETS];
Float_t sigmaIphiIphi[MAXJETS];
Float_t swissCrx[MAXJETS];
Float_t seedTime[MAXJETS];
Bool_t goodEvent;
Int_t hiBin;
Int_t L1_SingleEG2_BptxAND, L1_SingleEG5_BptxAND, L1_SingleEG8_BptxAND, L1_SingleEG12;
inTree->SetBranchAddress("run",&run);
inTree->SetBranchAddress("lumi",&lumi);
inTree->SetBranchAddress("evt",&evt);
inTree->SetBranchAddress("goodEvent",&goodEvent);
inTree->SetBranchAddress("hiBin",&hiBin);
inTree->SetBranchAddress("nl1Egamma",&nl1Egamma);
inTree->SetBranchAddress("l1Egamma_hwPt",l1Egamma_hwPt);
inTree->SetBranchAddress("l1Egamma_hwEta",l1Egamma_hwEta);
inTree->SetBranchAddress("l1Egamma_hwPhi",l1Egamma_hwPhi);
inTree->SetBranchAddress("l1Egamma_hwQual",l1Egamma_hwQual);
inTree->SetBranchAddress("l1Egamma_hwIso",l1Egamma_hwIso);
inTree->SetBranchAddress("l1Egamma_pt",l1Egamma_pt);
inTree->SetBranchAddress("l1Egamma_eta",l1Egamma_eta);
inTree->SetBranchAddress("l1Egamma_phi",l1Egamma_phi);
inTree->SetBranchAddress("nl1Jet",&nl1Jet);
inTree->SetBranchAddress("l1Jet_hwPt",l1Jet_hwPt);
inTree->SetBranchAddress("l1Jet_hwEta",l1Jet_hwEta);
inTree->SetBranchAddress("l1Jet_hwPhi",l1Jet_hwPhi);
inTree->SetBranchAddress("l1Jet_hwQual",l1Jet_hwQual);
inTree->SetBranchAddress("l1Jet_pt",l1Jet_pt);
inTree->SetBranchAddress("l1Jet_eta",l1Jet_eta);
inTree->SetBranchAddress("l1Jet_phi",l1Jet_phi);
inTree->SetBranchAddress("emcand_hwPt",emcand_hwPt);
inTree->SetBranchAddress("emcand_hwPhi",emcand_hwPhi);
inTree->SetBranchAddress("emcand_hwEta",emcand_hwEta);
inTree->SetBranchAddress("emcand_hwIso",emcand_hwIso);
inTree->SetBranchAddress("iso3x3",iso3x3);
inTree->SetBranchAddress("isoCross",isoCross);
inTree->SetBranchAddress("isoFourPoint",isoFourPoint);
inTree->SetBranchAddress("isoSingle",isoSingle);
inTree->SetBranchAddress("isoHolePunch",isoHolePunch);
inTree->SetBranchAddress("region_hwPt",region_hwPt);
inTree->SetBranchAddress("region_hwPhi",region_hwPhi);
inTree->SetBranchAddress("region_hwEta",region_hwEta);
inTree->SetBranchAddress("nPhoton",&nPhoton);
inTree->SetBranchAddress("photon_pt",photon_pt);
inTree->SetBranchAddress("photon_eta",photon_eta);
inTree->SetBranchAddress("photon_phi",photon_phi);
inTree->SetBranchAddress("cc4",cc4);
inTree->SetBranchAddress("cr4",cr4);
inTree->SetBranchAddress("ct4PtCut20",ct4PtCut20);
inTree->SetBranchAddress("trkSumPtHollowConeDR04",trkSumPtHollowConeDR04);
inTree->SetBranchAddress("hcalTowerSumEtConeDR04",hcalTowerSumEtConeDR04);
inTree->SetBranchAddress("ecalRecHitSumEtConeDR04",ecalRecHitSumEtConeDR04);
inTree->SetBranchAddress("hadronicOverEm",hadronicOverEm);
inTree->SetBranchAddress("sigmaIetaIeta",sigmaIetaIeta);
inTree->SetBranchAddress("isEle",isEle);
inTree->SetBranchAddress("sigmaIphiIphi",sigmaIphiIphi);
inTree->SetBranchAddress("swissCrx",swissCrx);
inTree->SetBranchAddress("seedTime",seedTime);
inTree->SetBranchAddress("L1_SingleEG2_BptxAND", &L1_SingleEG2_BptxAND);
inTree->SetBranchAddress("L1_SingleEG5_BptxAND", &L1_SingleEG5_BptxAND);
inTree->SetBranchAddress("L1_SingleEG8_BptxAND", &L1_SingleEG8_BptxAND);
inTree->SetBranchAddress("L1_SingleEG12", &L1_SingleEG12);
Int_t nGen;
Float_t gen_pt[MAXJETS], gen_eta[MAXJETS];//, gen_phi[MAXJETS];
Float_t gen_iso[MAXJETS];
Int_t gen_id[MAXJETS], gen_momId[MAXJETS];
inTree->SetBranchAddress("nGen",&nGen);
inTree->SetBranchAddress("gen_pt",gen_pt);
inTree->SetBranchAddress("gen_eta",gen_eta);
//inTree->SetBranchAddress("gen_phi",gen_phi);
inTree->SetBranchAddress("gen_iso",gen_iso);
inTree->SetBranchAddress("gen_id",gen_id);
inTree->SetBranchAddress("gen_momId",gen_momId);
TFile *outFile = new TFile(Form("hist_hydjet_photons_reco.root"),"RECREATE");
outFile->cd();
const int nBins = 100;
const double maxPt = 100;
TH1D *l1Pt = new TH1D("l1Pt",";L1 p_{T} (GeV)",nBins,0,maxPt);
TH1D *fPt[3];
fPt[0] = new TH1D("fPt",";offline p_{T} (GeV)",nBins,0,maxPt);
fPt[1] = (TH1D*)fPt[0]->Clone("fPt_cen");
fPt[2] = (TH1D*)fPt[0]->Clone("fPt_periph");
TH1D *accepted[THRESHOLDS][3];
TH1D *isoDistribution = new TH1D("isoDistribution",";isolation energy (GeV)",100, -5, 45);
TH1D *badIsoDistribution = (TH1D*)isoDistribution->Clone("badIsoDistribution");
TH1D *jetSpectra = new TH1D("jetSpectra","l1 jet (GeV)",64, 0, 256);
TH1D *badJetSpectra = (TH1D*)jetSpectra->Clone("badJetSpectra");
TH1D *goodJetSpectra = (TH1D*)jetSpectra->Clone("goodJetSpectra");
for(int i = 0; i < THRESHOLDS; ++i)
for(int j = 0; j < 3; ++j)
{
accepted[i][j] = new TH1D(Form("accepted_pt%d_%d",(int)L1_THRESHOLD[i],j),";offline p_{T}",nBins,0,maxPt);
}
TH2D *corr = new TH2D("corr",";offline p_{T};l1 p_{T}",nBins,0,maxPt,nBins,0,maxPt);
TH2D *matching = new TH2D("matching",";#Delta #eta;#Delta #phi",100,-5,5,100,0, TMath::Pi() );
TH2D *matched_bad = (TH2D*)matching->Clone("matched_bad");
TH2D *absolute_position = new TH2D("absolute_position",";#eta;#phi",50,-5,5,50,-TMath::Pi(), TMath::Pi());
Long64_t entries = inTree->GetEntries();
for(Long64_t j = 0; j < entries; ++j)
{
if(j % 10000 == 0)
printf("%lld / %lld\n",j,entries);
inTree->GetEntry(j);
double maxl1eta = -999;
double maxl1phi = -999;
double maxl1pt = -1;
double iso = -999;
//match to RCT candidates
// for(int i = 0; i < 144; ++i)
// {
// if( emcand_hwPt[i] > maxl1pt)
// //if( ((0.5*iso3x3[i])-emcand_hwPt[i]) < 1.0 ) // 0.5 factor to convert to GeV, hacky
// {
// maxl1pt = emcand_hwPt[i];
// maxl1eta = getPhysicalEta(emcand_hwEta[i]);
// maxl1phi = getPhysicalPhi(emcand_hwPhi[i]);
// iso = (0.5*iso3x3[i])-emcand_hwPt[i];
// }
// }
// match to Layer 2 EGammas
double maxisopt = l1Egamma_pt[0];
double maxnonisopt = l1Egamma_pt[4];
maxl1pt = std::max(maxisopt, maxnonisopt);
//match to Layer 2 jets
// for(int i = 0; i < nl1Jet; ++i)
// {
// if(l1Jet_pt[i] > maxl1pt)
// {
// maxl1eta = l1Jet_eta[i];
// maxl1phi = l1Jet_phi[i];
// maxl1pt = l1Jet_pt[i];
// iso = 0;
// }
// }
// //match to regions
// for(int i = 0; i < 396; ++i)
// {
// if(region_hwPt[i] > maxl1pt)
// {
// maxl1pt = region_hwPt[i];
// maxl1eta = getPhysicalEta(region_hwEta[i]);
// maxl1phi = getPhysicalPhi(region_hwPhi[i]);
// }
// }
double maxfpt = -1;
double maxfeta = -999;
double maxfphi = -999;
//match to RECO
for(int i = 0; i < nPhoton; ++i)
{
if(photon_pt[i] > maxfpt)
if((cc4[i] + cr4[i] + ct4PtCut20[i]) < 1)
if(TMath::Abs(photon_eta[i]) < 1.4791)
if(!isEle[i])
if(TMath::Abs(seedTime[i])<3)
if(swissCrx[i] < 0.9)
if(sigmaIetaIeta[i] > 0.002)
if(sigmaIphiIphi[i] > 0.002)
if(hadronicOverEm[i] < 0.1)
{
maxfpt = photon_pt[i];
maxfeta = photon_eta[i];
maxfphi = photon_phi[i];
}
}
// //match to GEN
// for(int i = 0; i < nGen; ++i)
// {
// if(TMath::Abs(gen_momId[i]) <= 22)
// if(gen_id[i] == 22)
// if(gen_iso[i] < 5)
// if(TMath::Abs(gen_eta[i]) < 1.479 )
// if(gen_pt[i] > maxfpt) {
// maxfpt = gen_pt[i];
// maxfeta = gen_eta[i];
// }
// }
//if(f_num > MAXJETS) std::cout << "TOO SMALL" << std::endl;
l1Pt->Fill(maxl1pt);
// if(goodEvent && maxl1pt < 8 && maxfpt > 30)
// {
// std::cout << "***********" << std::endl;
// std::cout << "run lumi evt" << std::endl;
// std::cout << run << " " << lumi << " " << evt << std::endl;
// std::cout << "l1pt fpt" << std::endl;
// std::cout << maxl1pt << " " << maxfpt << std::endl;
// std::cout << "***********" << std::endl;
// }
if(goodEvent)
{
fPt[0]->Fill(maxfpt);
if(hiBin < 60)
fPt[1]->Fill(maxfpt);
else if (hiBin >= 100)
fPt[2]->Fill(maxfpt);
corr->Fill(maxfpt,maxl1pt);
double diffphi = TMath::Abs(maxfphi-maxl1phi);
if(diffphi > TMath::Pi())
diffphi = (2*TMath::Pi()) - diffphi;
double diffeta = maxfeta-maxl1eta;
matching->Fill(diffeta, diffphi);
isoDistribution->Fill(iso);
jetSpectra->Fill(l1Jet_pt[0]);
if(maxl1pt <= 8 && maxfpt > 40)
{
matched_bad->Fill(diffeta, diffphi);
goodJetSpectra->Fill(l1Jet_pt[0]);
absolute_position->Fill(maxfeta, maxfphi);
}
//double deltaR = TMath::Sqrt(diffphi*diffphi + diffeta*diffeta);
//if(deltaR > 0.5)
if(maxfpt < 15)
{
badIsoDistribution->Fill(iso);
badJetSpectra->Fill(l1Jet_pt[0]);
}
for(int k = 0; k < THRESHOLDS; ++k)
{
if(maxl1pt>L1_THRESHOLD[k])
{
// int threshold = 0;
// switch(k)
// {
// case 0:
// threshold = L1_SingleEG2_BptxAND;
// break;
// case 1:
// threshold = L1_SingleEG5_BptxAND;
// break;
// case 2:
// threshold = L1_SingleEG8_BptxAND;
// break;
// case 3:
// threshold = L1_SingleEG12;
// break;
// }
// if(threshold)
// {
accepted[k][0]->Fill(maxfpt);
if(hiBin < 60)
accepted[k][1]->Fill(maxfpt);
else if (hiBin >= 100)
accepted[k][2]->Fill(maxfpt);
}
}
}
}
TGraphAsymmErrors *a[THRESHOLDS][3];
for(int k = 0; k < THRESHOLDS; ++k){
for(int l = 0; l < 3; ++l)
{
a[k][l] = new TGraphAsymmErrors();
a[k][l]->BayesDivide(accepted[k][l],fPt[l]);
a[k][l]->SetName(Form("asymm_pt_%d_%d",(int)L1_THRESHOLD[k],l));
}
}
l1Pt->Write();
fPt[0]->Write();
fPt[1]->Write();
fPt[2]->Write();
corr->Write();
matching->Write();
matched_bad->Write();
isoDistribution->Write();
badIsoDistribution->Write();
jetSpectra->Write();
badJetSpectra->Write();
goodJetSpectra->Write();
absolute_position->Write();
for(int k = 0; k < THRESHOLDS; ++k){
for(int l = 0; l < 3; ++l)
{
accepted[k][l]->Write();
a[k][l]->Write();
}
}
inFile->Close();
outFile->Close();
}
void pidFitter::processSpecies( string species, int charge, reporter * rp ){
cout << "[pidFitter." << __FUNCTION__ << "]" << endl;
string hName = "nSig_" + sName( species, charge );
// get the pt Binning
vector<double>pBins = config->getDoubleVector( "binning.p" );
string useNode = "";
TH3* h3 = book->get3D( hName );
int nFits = config->getInt( species + "_Fit:nFits", 1 );
cout << "Number of Fit Categories: " << nFits << endl;
for ( int iFit = 1; iFit <= nFits; iFit++ ){
string optPath = species + "_Fit.opt" + config->getString( species + "_Fit.fit"+ts(iFit)+":options");
int fBin = config->getInt( species + "_Fit.fit"+ts(iFit)+":min", 1 );
int lBin = config->getInt( species + "_Fit.fit"+ts(iFit)+":max", pBins.size() );
cout << "Fitting P bins ( " << fBin << " --> " << lBin << " ) " << endl;
for ( int i = fBin; i <= lBin; i ++ ){
// get the Pt range for title etc.
double pLow = h3->GetZaxis()->GetBinLowEdge( i );
double pHi = h3->GetZaxis()->GetBinLowEdge( i + 1 );
// look at one Pt bin at a time
h3->GetZaxis()->SetRange( i, i );
// Get the 2D projection we want
TH2D* proj;
proj = (TH2D*)h3->Project3D( "xy" );
string name = proj->GetName();
TH2D* cut = (TH2D*) proj->Clone( (name + "cut").c_str() );
rp->newPage( 1, 2 );
proj->SetTitle( ( ts( pLow, 4 ) + " #leq " + " P #leq" + ts( pHi, 4 ) ).c_str() );
gPad->SetLogz( 1 );
proj->Draw( "colz" );
//nProj->Draw("colz");
// process the square cuts
makeSquareCuts( cut, optPath + ".squareCut" );
// draw the distribution after square cuts
rp->cd( 1, 2 );
gPad->SetLogz( 1 );
cut->SetTitle( ( "After 1D Cuts : " + ts( pLow, 4 ) + " #leq " + " P #leq" + ts( pHi, 4 ) ).c_str() );
cut->Draw( "colz" );
rp->savePage( );
// fit using the dkl algorithm
if ( config->nodeExists( optPath + ".dkl" ) )
runDkl( cut, rp, optPath );
// runs the 2d gaussian fit
else if ( config->nodeExists( optPath + ".mgf" ) )
runMultiGauss( cut, rp, species, optPath, i );
}
}
}
void BasicCase_tests::MyTest()
{
float fnum = 2.00001f;
// CPPUNIT_FAIL("zxczc");
CPPUNIT_ASSERT_DOUBLES_EQUAL( fnum, 2.0f, 0.0005 );
std::string pattern_string("%%d pattern");
std::string test_string("test pattern");
std::string replace_string("test");
TROOT troot("TreeAnalysis","compiled analysisDST macros");
TApplication app();
// h->Draw();
// h->Print();
// hd->Print();
// h->PrintErrors();
// PrintErrors(hd);
TH2DA * h2 = (TH2DA *)h->Clone("new h");
// h2->PrintErrors();
h2->Divide(h);
// h2->PrintErrors();
CPPUNIT_ASSERT_DOUBLES_EQUAL( sqrt(2), h2->GetBinErrorH(1, 1), 0.0005 );
CPPUNIT_ASSERT_DOUBLES_EQUAL( 1.0, h2->GetBinContent(1, 1), 0.0005 );
TH2D * hd2 = (TH2D*)hd->Clone("new hd");
hd2->Divide(hd);
// PrintErrors(hd2);
CPPUNIT_ASSERT_DOUBLES_EQUAL( sqrt(2), hd2->GetBinError(1, 1), 0.0005 );
TH2DA * h3 = (TH2DA *)h->Clone("h3: new h");
TH2DA * h4 = (TH2DA *)h->Clone("h4: new h");
h3->Reset();
h4->Reset();
fill_flat(h3);
fill_rising(h4);
// h3->PrintErrors();
// h4->PrintErrors();
TH2DA * h5 = TH2DA::Efficiency("h5_eff", h3, h4);
// h5->PrintErrors();
// PR(h5->GetTotalErrorU());
// PR(h5->Integral());
// PR(h5->GetTotalErrorL());
CPPUNIT_ASSERT_DOUBLES_EQUAL( (h5->GetTotalErrorH() - h5->GetTotalErrorL()) == 0.0, false, 0.0005 );
// TFile * f = new TFile("/tmp/test.root", "RECREATE");
// if (f->IsOpen())
// {
// f->cd();
// h5->Write();
// h5->GetAsymErrorsGraphX(4)->Write("grx");
// h5->GetAsymErrorsGraphY(4)->Write("gry");
// f->Close();
// }
}
void SimplePlot2D(){
//string filename = "data/scan_CH1-64_unmasked.root";
//string filename = "data/scan_CH1-50_masked.root";
string filename = "test.root";
string varXname = "VMM #";
string varYname = "CH #";
// delay count stuff
int CH = 21;
double delays[5];
double count_tot[5];
double count_right[5];
for(int i = 0; i < 5; i++){
delays[i] = double(i)*5.;
count_tot[i] = 0.;
count_right[i] = 0.;
}
///////////////////////////////////////////////////////
TChain* tree = new TChain("MMFE8","MMFE8");
tree->AddFile(filename.c_str());
MMFE8Base* base = new MMFE8Base(tree);
int N = tree->GetEntries();
TH2D* hist = new TH2D("hist","hist", 8, 0.5, 8.5, 64, 0.5,64.5);
TH2D* histN = (TH2D*) hist->Clone("norm");
TH2D* histchch = new TH2D("histchch","histchch", 64, 0.5, 64.5, 64, 0.5,64.5);
TH2D* histDelay = new TH2D("histN","histN", 31, 9.5, 40.5, 5,-0.5, 4.5);
TH2D* histDelayD = new TH2D("histD","histD", 31, 9.5, 40.5, 5,-0.5, 4.5);
for(int i = 0; i < N; i++){
base->GetEntry(i);
if(base->CHpulse == CH){
//count_tot[base->Delay] += 1.;
count_tot[(base->TPDAC-80)/20] += 1.;
if(base->CHpulse == base->CHword)
//count_right[base->Delay] += base->TDO;
count_right[(base->TPDAC-80)/20] += base->PDO;
}
//histDelayD->Fill(base->CHpulse,base->Delay);
histDelayD->Fill(base->CHpulse,(base->TPDAC-80)/20);
if(base->CHpulse == base->CHword)
//histDelay->Fill(base->CHpulse,base->Delay,base->TDO);
histDelay->Fill(base->CHpulse,(base->TPDAC-80)/20,base->PDO);
if((base->CHpulse != base->CHword || true) &&
base->VMM == 6)
histchch->Fill(base->CHpulse,base->CHword);
if(base->CHpulse != base->CHword)
continue;
hist->Fill(base->VMM,base->CHpulse,base->PDO);
histN->Fill(base->VMM,base->CHpulse);
}
for(int x = 0; x < 8; x++){
for(int y = 0; y < 64; y++){
double v = hist->GetBinContent(x+1,y+1);
double N = histN->GetBinContent(x+1,y+1);
hist->SetBinContent(x+1,y+1,v/max(int(N),1));
}
}
TLatex l;
//l.NDC();
TCanvas* can = new TCanvas("can","can",600,500);
can->SetTopMargin(0.05);
can->SetLeftMargin(0.12);
can->SetRightMargin(0.15);
gStyle->SetOptStat(0);
gStyle->SetOptTitle(0);
can->Draw();
can->SetGridx();
can->SetGridy();
can->cd();
hist->Draw("COLZ");
hist->GetXaxis()->SetTitle(varXname.c_str());
hist->GetXaxis()->CenterTitle();
hist->GetYaxis()->SetTitle(varYname.c_str());
hist->GetYaxis()->CenterTitle();
hist->GetYaxis()->SetTitleOffset(1.4);
hist->GetYaxis()->CenterTitle();
//hist->GetYaxis()->SetRangeUser(0.,hist->GetMaximum()*1.1) ;
TCanvas* canN = new TCanvas("canN","canN",600,500);
canN->SetTopMargin(0.05);
canN->SetLeftMargin(0.12);
canN->SetRightMargin(0.15);
canN->Draw();
canN->SetGridx();
canN->SetGridy();
canN->cd();
histN->Draw("COLZ");
histN->GetXaxis()->SetTitle(varXname.c_str());
histN->GetXaxis()->CenterTitle();
histN->GetYaxis()->SetTitle(varYname.c_str());
histN->GetYaxis()->CenterTitle();
histN->GetYaxis()->SetTitleOffset(1.4);
histN->GetYaxis()->CenterTitle();
TCanvas* canchch = new TCanvas("canchch","canchch",600,500);
canchch->SetTopMargin(0.05);
canchch->SetLeftMargin(0.12);
canchch->SetRightMargin(0.15);
canchch->Draw();
canchch->SetGridx();
canchch->SetGridy();
canchch->cd();
histchch->Draw("COLZ");
histchch->GetXaxis()->SetTitle("CH pulsed");
histchch->GetXaxis()->CenterTitle();
histchch->GetYaxis()->SetTitle("CH data");
histchch->GetYaxis()->CenterTitle();
histchch->GetYaxis()->SetTitleOffset(1.4);
histchch->GetYaxis()->CenterTitle();
histchch->GetZaxis()->SetTitle("Number of data events");
histchch->GetZaxis()->SetTitleOffset(1.4);
histchch->GetZaxis()->CenterTitle();
l.DrawLatex(.54,65.2,"VMM 2");
TCanvas* can_delay = new TCanvas("can_delay","can_delay",600,500);
can_delay->Draw();
can_delay->cd();
for(int i = 0; i < 5; i++)
count_tot[i] = count_right[i]/count_tot[i];
TGraph* gr = new TGraph(5,delays,count_tot);
gr->SetMarkerSize(4);
gr->SetMarkerStyle(5);
gr->Draw("AP");
histDelay->Divide(histDelayD);
TCanvas* canDelay = new TCanvas("canDelay","canDelay",600,500);
canDelay->SetTopMargin(0.05);
canDelay->SetLeftMargin(0.12);
canDelay->SetRightMargin(0.15);
canDelay->Draw();
canDelay->SetGridx();
canDelay->SetGridy();
canDelay->cd();
histDelay->Draw("COLZ");
histDelay->GetXaxis()->SetTitle("CH pulsed");
histDelay->GetXaxis()->CenterTitle();
histDelay->GetYaxis()->SetTitle("Delay Count");
histDelay->GetYaxis()->CenterTitle();
histDelay->GetYaxis()->SetTitleOffset(1.4);
histDelay->GetYaxis()->CenterTitle();
histDelay->GetZaxis()->SetTitle("Fraction zeroes");
histDelay->GetZaxis()->SetTitleOffset(1.4);
histDelay->GetZaxis()->CenterTitle();
}
void stdruncorr(int filenum = 0)
{
string buffer;
vector<string> listoffiles;
int nlines = 0;
ifstream infile("/net/hisrv0001/home/dav2105/corrana/makecorrhists/mcsorted.txt");
if (!infile.is_open()) {
cout << "Error opening file. Exiting." << endl;
return;
} else {
while (!infile.eof()) {
infile >> buffer;
listoffiles.push_back(buffer);
nlines++;
}
}
cout<<"opening: "<<listoffiles[filenum].data()<<endl;
stdcorrana(listoffiles[filenum].data());
double leadingjetptlow[] = {100,100,100,100,100,100,100,100,100};
double leadingjetpthigh[] = {120,120,120,300,300,300,300,300,300};
double subleadingjetptlow[] = {50 ,50 ,50 ,50 ,50 ,50 ,50 ,50 ,50 };
double subleadingjetpthigh[] = {120,120,120,300,300,300,300,300,300};
double ptasslow[] = {2 ,3 ,5 ,2 ,3 ,3 ,1 ,2 ,3 };
double ptasshigh[] = {3 ,5 ,8 ,3 ,4 ,4 ,2 ,3 ,4 };
int centmin[] = {0,4,12,20};
int centmax[] = {4,12,20,40};
float ajmin[] = { 0.00, 0.13, 0.24, 0.35 };
float ajmax[] = { 0.13, 0.24, 0.35, 1.00 };
TFile * outf = new TFile(Form("stdmcv2_%d.root",filenum),"recreate");
for(int i = 0 ; i < 3 ; ++i)
{
cout<<"pt iteration "<<i<<endl;
for(int cent = 0 ; cent < 4 ; ++cent)
{
cout<<"cent iteration "<<cent<<endl;
for(int aj = 0 ; aj < 4 ; ++aj)
{
cout<<"aj iteration "<<aj<<endl;
TH2D * ljtsig = JetTrackSignal (0, leadingjetptlow[i], leadingjetpthigh[i] , subleadingjetptlow[i] , subleadingjetpthigh[i] , ptasslow[i] , ptasshigh[i], centmin[cent], centmax[cent],ajmin[aj],ajmax[aj]);
TH2D * ljtbak = JetTrackBackground(0, leadingjetptlow[i], leadingjetpthigh[i] , subleadingjetptlow[i] , subleadingjetpthigh[i] , ptasslow[i] , ptasshigh[i], centmin[cent], centmax[cent],ajmin[aj],ajmax[aj]);
TH2D * ljtcorr = (TH2D*)ljtsig->Clone(Form("corr_leadingjet%d_%d_ass%d_%d_cmin%d_cmax%d_ajmin%2.2f_ajmax%2.2f",(int)leadingjetptlow[i],(int)leadingjetpthigh[i],(int)ptasslow[i],(int)ptasshigh[i],centmin[cent],centmax[cent],ajmin[aj],ajmax[aj]));
ljtcorr->Divide(ljtbak);
ljtcorr->Scale(ljtbak->GetBinContent(ljtbak->FindBin(0,0)));
ljtcorr->GetXaxis()->SetRange(ljtcorr->GetXaxis()->FindBin(-1.6),ljtcorr->GetXaxis()->FindBin(1.6));
ljtcorr->GetYaxis()->SetRange(ljtcorr->GetYaxis()->FindBin(-3.1415926/2.0),ljtcorr->GetYaxis()->FindBin(3*3.1415926/2.0));
TH2D * sljtsig = JetTrackSignal (1, leadingjetptlow[i], leadingjetpthigh[i] , subleadingjetptlow[i] , subleadingjetpthigh[i] , ptasslow[i] , ptasshigh[i], centmin[cent], centmax[cent],ajmin[aj],ajmax[aj]);
TH2D * sljtbak = JetTrackBackground(1, leadingjetptlow[i], leadingjetpthigh[i] , subleadingjetptlow[i] , subleadingjetpthigh[i] , ptasslow[i] , ptasshigh[i], centmin[cent], centmax[cent],ajmin[aj],ajmax[aj]);
TH2D * sljtcorr = (TH2D*)sljtsig->Clone(Form("corr_subleadingjet%d_%d_ass%d_%d_cmin%d_cmax%d_ajmin%2.2f_ajmax%2.2f",(int)leadingjetptlow[i],(int)leadingjetpthigh[i],(int)ptasslow[i],(int)ptasshigh[i],centmin[cent],centmax[cent],ajmin[aj],ajmax[aj]));
sljtcorr->Divide(sljtbak);
sljtcorr->Scale(sljtbak->GetBinContent(sljtbak->FindBin(0,0)));
sljtcorr->GetXaxis()->SetRange(sljtcorr->GetXaxis()->FindBin(-4.0),sljtcorr->GetXaxis()->FindBin(4.0));
sljtcorr->GetYaxis()->SetRange(sljtcorr->GetYaxis()->FindBin(-3.1415926/2.0),sljtcorr->GetYaxis()->FindBin(3*3.1415926/2.0));
}
}
}
outf->Write();
outf->Close();
}
void runcorr(int condor_iter, int trackqual)
{
const int nptbins = 2;
const int ncentbins = 1;
const int najbins = 1;
string buffer;
vector<string> listoffiles;
int nlines = 0;
// ifstream infile("sortedforests.txt");
// ifstream infile("doeproposalforests.txt");
// ifstream infile("ppb_unmerged_minbias_forests.txt");
ifstream infile("HIRun2013-PromptReco-v1-HLT_PAPixelTracks_Multiplicity190_v1-forest-v2.txt");
if (!infile.is_open()) {
cout << "Error opening file. Exiting." << endl;
return;
} else {
while (!infile.eof()) {
infile >> buffer;
listoffiles.push_back(buffer);
nlines++;
}
}
bool dostdhists = (condor_iter%(nptbins * ncentbins * najbins) == 0);
int ptbin = condor_iter % nptbins;
int centbin = (condor_iter / nptbins) % ncentbins;
int ajbin = (condor_iter / (nptbins * ncentbins)) % najbins;
int filenum = (condor_iter / (nptbins * ncentbins * najbins));
cout << "ipt: " << ptbin << " icent: " << centbin << " iaj: " << ajbin << " filenum: " << filenum << " dostdhists: " << dostdhists << " condor_iter "<<condor_iter<< endl;
int nmin = 190 , nmax = 1000;
//! for first iteration of forest production
/*
if(filenum==0) { nmin = 110 ; nmax = 1000; }
if(filenum==1) { nmin = 90 ; nmax = 110 ; }
if(filenum>1 ) { nmin = 0 ; nmax = 35 ; }
if(filenum>9 ) { nmin = 35 ; nmax = 90 ; }
*/
//! for second iteration of forest production
// /*
// if(filenum<24 ) { nmin = 90 ; nmax = 110 ; }
// if(filenum<22 ) { nmin = 35 ; nmax = 90 ; }
// if(filenum<12 ) { nmin = 110 ; nmax = 1000; }
// if(filenum<10 ) { nmin = 0 ; nmax = 35 ; }
// */
//! for second iteration of forest production
/*
if(filenum<26 ) { nmin = 90 ; nmax = 110 ; }
if(filenum<23 ) { nmin = 35 ; nmax = 90 ; }
if(filenum<13) { nmin = 110 ; nmax = 1000; }
if(filenum<10) { nmin = 0 ; nmax = 35 ; }
*/
corrana(listoffiles[filenum].data(),trackqual);
double pttriglow[] = {1 ,1 ,1 ,3, 1};
double pttrighigh[] = {3 ,3 ,3 ,4, 3};
double ptasslow[] = {0.25 ,2 ,0.25 ,3, 1};
double ptasshigh[] = {0.5 ,3 ,3 ,4, 3};
int centmin[] = {1,0,4,8,12,16,20,24,28,32};
int centmax[] = {1,41,8,12,16,20,24,28,32,36};
TFile * outf = new TFile(Form("corrhists_trkhfminus_trkqaul%d_nmin%d_nmax%d_ptmin%d_ptmax%d_hfmin%d_hfmax%d_%d.root",trackqual,nmin,nmax,(int)pttriglow[ptbin],(int)pttrighigh[ptbin],(int)ptasslow[ptbin],(int)ptasshigh[ptbin],filenum),"recreate");
int i = 0;
int cent = 0;
cout<<"cent iteration "<<cent<<endl;
TH2D * ttsig = HFTrackSignal(pttriglow[ptbin],pttrighigh[ptbin],ptasslow[ptbin],ptasshigh[ptbin],centmin[cent],centmax[cent],nmin,nmax);
TH2D * ttbak = HFTrackBackground(pttriglow[ptbin],pttrighigh[ptbin],ptasslow[ptbin],ptasshigh[ptbin],centmin[cent],centmax[cent],nmin,nmax);
// TH1I * hntottrig = new TH1I(Form("nttottrig_trg%d_%d_ass%d_%d_cmin%d_cmax%d",(int)pttriglow[ptbin],(int)pttrighigh[ptbin],(int)ptasslow[ptbin],(int)ptasshigh[ptbin],centmin[cent],centmax[cent]),"",1,0.5,1.5);
// int myntottrig = GetNTotTrig();
// hntottrig->Fill(1,myntottrig);
// cout<<"ntottrig: "<<myntottrig<<endl;
TH2D * ttcorr = (TH2D*)ttsig->Clone(Form("corr_trg%d_%d_ass%d_%d_cmin%d_cmax%d",(int)pttriglow[ptbin],(int)pttrighigh[ptbin],(int)ptasslow[ptbin],(int)ptasshigh[ptbin],centmin[cent],centmax[cent]));
ttcorr->Divide(ttbak);
ttcorr->Scale(ttbak->GetBinContent(ttbak->FindBin(4,0)));
ttcorr->Scale(1/0.0594998609); //! bin width
ttcorr->GetXaxis()->SetRange(ttcorr->GetXaxis()->FindBin(1),ttcorr->GetXaxis()->FindBin(7));
ttcorr->GetYaxis()->SetRange(ttcorr->GetYaxis()->FindBin(-3.1415926/2.0),ttcorr->GetYaxis()->FindBin(3*3.1415926/2.0));
outf->Write();
outf->Close();
}
//_________________________________________________________________________________________
Int_t checkPullTree(TString pathTree, TString pathNameThetaMap, TString pathNameSigmaMap,
TString mapSuffix, const Int_t collType /*0: pp, 1: pPb, 2: PbPb*/, const Bool_t plotPull = kTRUE,
const Double_t downScaleFactor = 1,
TString pathNameSplinesFile = "", TString prSplinesName = "",
TString fileNameTree = "bhess_PIDetaTree.root", TString treeName = "fTree")
{
const Bool_t isNonPP = collType != 0;
const Double_t massProton = AliPID::ParticleMass(AliPID::kProton);
Bool_t recalculateExpecteddEdx = pathNameSplinesFile != "";
TFile* f = 0x0;
f = TFile::Open(Form("%s/%s", pathTree.Data(), fileNameTree.Data()));
if (!f) {
std::cout << "Failed to open tree file \"" << Form("%s/%s", pathTree.Data(), fileNameTree.Data()) << "\"!" << std::endl;
return -1;
}
// Extract the data Tree
TTree* tree = dynamic_cast<TTree*>(f->Get(treeName.Data()));
if (!tree) {
std::cout << "Failed to load data tree!" << std::endl;
return -1;
}
// Extract the splines, if desired
TSpline3* splPr = 0x0;
if (recalculateExpecteddEdx) {
std::cout << "Loading splines to recalculate expected dEdx!" << std::endl << std::endl;
TFile* fSpl = TFile::Open(pathNameSplinesFile.Data());
if (!fSpl) {
std::cout << "Failed to open spline file \"" << pathNameSplinesFile.Data() << "\"!" << std::endl;
return 0x0;
}
TObjArray* TPCPIDResponse = (TObjArray*)fSpl->Get("TPCPIDResponse");
if (!TPCPIDResponse) {
splPr = (TSpline3*)fSpl->Get(prSplinesName.Data());
// If splines are in file directly, without TPCPIDResponse object, try to load them
if (!splPr) {
std::cout << "Failed to load object array from spline file \"" << pathNameSplinesFile.Data() << "\"!" << std::endl;
return 0x0;
}
}
else {
splPr = (TSpline3*)TPCPIDResponse->FindObject(prSplinesName.Data());
if (!splPr) {
std::cout << "Failed to load splines from file \"" << pathNameSplinesFile.Data() << "\"!" << std::endl;
return 0x0;
}
}
}
else
std::cout << "Taking dEdxExpected from Tree..." << std::endl << std::endl;
// Extract the correction maps
TFile* fMap = TFile::Open(pathNameThetaMap.Data());
if (!fMap) {
std::cout << "Failed to open thetaMap file \"" << pathNameThetaMap.Data() << "\"! Will not additionally correct data...." << std::endl;
}
TH2D* hMap = 0x0;
if (fMap) {
hMap = dynamic_cast<TH2D*>(fMap->Get(Form("hRefined%s", mapSuffix.Data())));
if (!hMap) {
std::cout << "Failed to load theta map!" << std::endl;
return -1;
}
}
TFile* fSigmaMap = TFile::Open(pathNameSigmaMap.Data());
if (!fSigmaMap) {
std::cout << "Failed to open simgaMap file \"" << pathNameSigmaMap.Data() << "\"!" << std::endl;
return -1;
}
TH2D* hThetaMapSigmaPar1 = dynamic_cast<TH2D*>(fSigmaMap->Get("hThetaMapSigmaPar1"));
if (!hThetaMapSigmaPar1) {
std::cout << "Failed to load sigma map for par 1!" << std::endl;
return -1;
}
Double_t c0 = -1;
TNamed* c0Info = dynamic_cast<TNamed*>(fSigmaMap->Get("c0"));
if (!c0Info) {
std::cout << "Failed to extract c0 from file with sigma map!" << std::endl;
return -1;
}
TString c0String = c0Info->GetTitle();
c0 = c0String.Atof();
printf("Loaded parameter 0 for sigma: %f\n\n", c0);
if (plotPull)
std::cout << "Plotting pull..." << std::endl << std::endl;
else
std::cout << "Plotting delta'..." << std::endl << std::endl;
Long64_t nTreeEntries = tree->GetEntriesFast();
Double_t dEdx = 0.; // Measured dE/dx
Double_t dEdxExpected = 0.; // Expected dE/dx according to parametrisation
Double_t tanTheta = 0.; // Tangens of (local) theta at TPC inner wall
Double_t pTPC = 0.; // Momentum at TPC inner wall
UShort_t tpcSignalN = 0; // Number of clusters used for dEdx
UChar_t pidType = 0;
Int_t fMultiplicity = 0;
//Double_t phiPrime = 0;
// Only activate the branches of interest to save processing time
tree->SetBranchStatus("*", 0); // Disable all branches
tree->SetBranchStatus("pTPC", 1);
tree->SetBranchStatus("dEdx", 1);
tree->SetBranchStatus("dEdxExpected", 1);
tree->SetBranchStatus("tanTheta", 1);
tree->SetBranchStatus("tpcSignalN", 1);
tree->SetBranchStatus("pidType", 1);
//tree->SetBranchStatus("phiPrime", 1);
if (isNonPP)
tree->SetBranchStatus("fMultiplicity", 1);
tree->SetBranchAddress("dEdx", &dEdx);
tree->SetBranchAddress("dEdxExpected", &dEdxExpected);
tree->SetBranchAddress("tanTheta", &tanTheta);
tree->SetBranchAddress("tpcSignalN", &tpcSignalN);
tree->SetBranchAddress("pTPC", &pTPC);
tree->SetBranchAddress("pidType", &pidType);
//tree->SetBranchAddress("phiPrime", &phiPrime);
if (isNonPP)
tree->SetBranchAddress("fMultiplicity", &fMultiplicity);
// Output file
TDatime daTime;
TString savefileName = Form("%s%s_checkPullSigma_%04d_%02d_%02d__%02d_%02d.root", fileNameTree.ReplaceAll(".root", "").Data(),
recalculateExpecteddEdx ? "_recalcdEdx" : "",
daTime.GetYear(), daTime.GetMonth(), daTime.GetDay(), daTime.GetHour(), daTime.GetMinute());
TFile* fSave = TFile::Open(Form("%s/%s", pathTree.Data(), savefileName.Data()), "recreate");
if (!fSave) {
std::cout << "Failed to open save file \"" << Form("%s/%s", pathTree.Data(), savefileName.Data()) << "\"!" << std::endl;
return -1;
}
const Double_t pBoundLow = 0.1;
const Double_t pBoundUp = 5;
const Int_t nBins1 = TMath::Ceil(180 / downScaleFactor);
const Int_t nBins2 = TMath::Ceil(100 / downScaleFactor);
const Int_t nBins3 = TMath::Ceil(60 / downScaleFactor);
const Int_t nPbinsForMap = nBins1 + nBins2 + nBins3;
Double_t binsPforMap[nPbinsForMap + 1];
Double_t binWidth1 = (1.0 - pBoundLow) / nBins1;
Double_t binWidth2 = (2.0 - 1.0 ) / nBins2;
Double_t binWidth3 = (pBoundUp - 2.0) / nBins3;
for (Int_t i = 0; i < nBins1; i++) {
binsPforMap[i] = pBoundLow + i * binWidth1;
}
for (Int_t i = nBins1, j = 0; i < nBins1 + nBins2; i++, j++) {
binsPforMap[i] = 1.0 + j * binWidth2;
}
for (Int_t i = nBins1 + nBins2, j = 0; i < nBins1 + nBins2 + nBins3; i++, j++) {
binsPforMap[i] = 2.0 + j * binWidth3;
}
binsPforMap[nPbinsForMap] = pBoundUp;
TH2D* hPull = new TH2D("hPull", "Pull vs. p_{TPC} integrated over tan(#Theta);p_{TPC} (GeV/c);Pull", nPbinsForMap, binsPforMap,
plotPull ? 120 : 240, plotPull ? -6 : -0.6, plotPull ? 6 : 0.6);
TH2D* hPullAdditionalCorr = (TH2D*)hPull->Clone("hPullAdditionalCorr");
hPullAdditionalCorr->SetTitle("Pull vs. p_{TPC} integrated over tan(#Theta) with additional dEdx correction w.r.t. tan(#Theta)");
/*
const Int_t nThetaHistos = 3;
TH2D* hPullTheta[nThetaHistos];
TH2D* hPullAdditionalCorrTheta[nThetaHistos];
Double_t tThetaLow[nThetaHistos] = { 0.0, 0.4, 0.9 };
Double_t tThetaHigh[nThetaHistos] = { 0.1, 0.5, 1.0 };
*/
const Int_t nThetaHistos = 10;
TH2D* hPullTheta[nThetaHistos];
TH2D* hPullAdditionalCorrTheta[nThetaHistos];
Double_t tThetaLow[nThetaHistos] = { 0.0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9 };
Double_t tThetaHigh[nThetaHistos] = { 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1.0 };
for (Int_t i = 0; i < nThetaHistos; i++) {
hPullTheta[i] = new TH2D(Form("hPullTheta_%d", i),
Form("Pull vs. p_{TPC} for %.2f <= |tan(#Theta)| < %.2f;p_{TPC} (GeV/c);Pull", tThetaLow[i], tThetaHigh[i]),
nPbinsForMap, binsPforMap, plotPull ? 120 : 240, plotPull ? -6 : -0.6, plotPull ? 6 : 0.6);
hPullAdditionalCorrTheta[i] =
new TH2D(Form("hPullAdditionalCorrTheta_%d", i),
Form("Pull vs. p_{TPC} for %.2f <= |tan(#Theta)| < %.2f with additional dEdx correction w.r.t. tan(#Theta);p_{TPC} (GeV/c);Pull",
tThetaLow[i], tThetaHigh[i]),
nPbinsForMap, binsPforMap, plotPull ? 120 : 240, plotPull ? -6 : -0.6, plotPull ? 6 : 0.6);
}
TF1 corrFuncMult("corrFuncMult", "[0] + [1]*TMath::Max([4], TMath::Min(x, [3])) + [2] * TMath::Power(TMath::Max([4], TMath::Min(x, [3])), 2)",
0., 0.2);
TF1 corrFuncMultTanTheta("corrFuncMultTanTheta", "[0] * (x -[2]) + [1] * (x * x - [2] * [2])", -1.5, 1.5);
TF1 corrFuncSigmaMult("corrFuncSigmaMul", "TMath::Max(0, [0] + [1]*TMath::Min(x, [3]) + [2] * TMath::Power(TMath::Min(x, [3]), 2))", 0., 0.2);
// LHC13b.pass2
if (isNonPP)
printf("Using corr Parameters for 13b.pass2\n!");
corrFuncMult.SetParameter(0, -5.906e-06);
corrFuncMult.SetParameter(1, -5.064e-04);
corrFuncMult.SetParameter(2, -3.521e-02);
corrFuncMult.SetParameter(3, 2.469e-02);
corrFuncMult.SetParameter(4, 0);
corrFuncMultTanTheta.SetParameter(0, -5.32e-06);
corrFuncMultTanTheta.SetParameter(1, 1.177e-05);
corrFuncMultTanTheta.SetParameter(2, -0.5);
corrFuncSigmaMult.SetParameter(0, 0.);
corrFuncSigmaMult.SetParameter(1, 0.);
corrFuncSigmaMult.SetParameter(2, 0.);
corrFuncSigmaMult.SetParameter(3, 0.);
/* OK, but PID task was not very satisfying
corrFuncMult.SetParameter(0, -6.27187e-06);
corrFuncMult.SetParameter(1, -4.60649e-04);
corrFuncMult.SetParameter(2, -4.26450e-02);
corrFuncMult.SetParameter(3, 2.40590e-02);
corrFuncMult.SetParameter(4, 0);
corrFuncMultTanTheta.SetParameter(0, -5.338e-06);
corrFuncMultTanTheta.SetParameter(1, 1.220e-05);
corrFuncMultTanTheta.SetParameter(2, -0.5);
corrFuncSigmaMult.SetParameter(0, 7.89237e-05);
corrFuncSigmaMult.SetParameter(1, -1.30662e-02);
corrFuncSigmaMult.SetParameter(2, 8.91548e-01);
corrFuncSigmaMult.SetParameter(3, 1.47931e-02);
*/
/*
// LHC11a10a
if (isNonPP)
printf("Using corr Parameters for 11a10a\n!");
corrFuncMult.SetParameter(0, 6.90133e-06);
corrFuncMult.SetParameter(1, -1.22123e-03);
corrFuncMult.SetParameter(2, 1.80220e-02);
corrFuncMult.SetParameter(3, 0.1);
corrFuncMult.SetParameter(4, 6.45306e-03);
corrFuncMultTanTheta.SetParameter(0, -2.85505e-07);
corrFuncMultTanTheta.SetParameter(1, -1.31911e-06);
corrFuncMultTanTheta.SetParameter(2, -0.5);
corrFuncSigmaMult.SetParameter(0, -4.29665e-05);
corrFuncSigmaMult.SetParameter(1, 1.37023e-02);
corrFuncSigmaMult.SetParameter(2, -6.36337e-01);
corrFuncSigmaMult.SetParameter(3, 1.13479e-02);
*/
/* OLD without saturation and large error for negative slopes
corrFuncSigmaMult.SetParameter(0, -4.79684e-05);
corrFuncSigmaMult.SetParameter(1, 1.49938e-02);
corrFuncSigmaMult.SetParameter(2, -7.15269e-01);
corrFuncSigmaMult.SetParameter(3, 1.06855e-02);
*/
/* OLD very good try, but with fewer pBins for the fitting
corrFuncMult.SetParameter(0, 6.88365e-06);
corrFuncMult.SetParameter(1, -1.22324e-03);
corrFuncMult.SetParameter(2, 1.81625e-02);
corrFuncMult.SetParameter(3, 0.1);
corrFuncMult.SetParameter(4, 6.36890e-03);
corrFuncMultTanTheta.SetParameter(0, -2.85505e-07);
corrFuncMultTanTheta.SetParameter(1, -1.31911e-06);
corrFuncMultTanTheta.SetParameter(2, -0.5);
corrFuncSigmaMult.SetParameter(0, -4.28401e-05);
corrFuncSigmaMult.SetParameter(1, 1.24812e-02);
corrFuncSigmaMult.SetParameter(2, -5.28531e-01);
corrFuncSigmaMult.SetParameter(3, 1.25147e-02);
*/
/*OLD good try
corrFuncMult.SetParameter(0, 7.50321e-06);
corrFuncMult.SetParameter(1, -1.25250e-03);
corrFuncMult.SetParameter(2, 1.85437e-02);
corrFuncMult.SetParameter(3, 0.1);
corrFuncMult.SetParameter(4, 6.21192e-03);
corrFuncMultTanTheta.SetParameter(0, -1.43112e-07);
corrFuncMultTanTheta.SetParameter(1, -1.53e-06);
corrFuncMultTanTheta.SetParameter(2, 0.3);
corrFuncSigmaMult.SetParameter(0, -2.54019e-05);
corrFuncSigmaMult.SetParameter(1, 8.68883e-03);
corrFuncSigmaMult.SetParameter(2, -3.36176e-01);
corrFuncSigmaMult.SetParameter(3, 1.29230e-02);
*/
/*
// LHC10h.pass2
if (isNonPP)
printf("Using corr Parameters for 10h.pass2\n!");
corrFuncMult.SetParameter(0, 3.21636e-07);
corrFuncMult.SetParameter(1, -6.65876e-04);
corrFuncMult.SetParameter(2, 1.28786e-03);
corrFuncMult.SetParameter(3, 1.47677e-02);
corrFuncMult.SetParameter(4, 0.);
corrFuncMultTanTheta.SetParameter(0, 7.23591e-08);
corrFuncMultTanTheta.SetParameter(1, 2.7469e-06);
corrFuncMultTanTheta.SetParameter(2, -0.5);
corrFuncSigmaMult.SetParameter(0, -1.22590e-05);
corrFuncSigmaMult.SetParameter(1, 6.88888e-03);
corrFuncSigmaMult.SetParameter(2, -3.20788e-01);
corrFuncSigmaMult.SetParameter(3, 1.07345e-02);
*/
/*OLD bad try
corrFuncMult.SetParameter(0, 2.71514e-07);
corrFuncMult.SetParameter(1, -6.92031e-04);
corrFuncMult.SetParameter(2, 3.56042e-03);
corrFuncMult.SetParameter(3, 1.47497e-02);
corrFuncMult.SetParameter(4, 0.);
corrFuncMultTanTheta.SetParameter(0, 8.53204e-08);
corrFuncMultTanTheta.SetParameter(1, 2.85591e-06);
corrFuncMultTanTheta.SetParameter(2, -0.5);
corrFuncSigmaMult.SetParameter(0, -6.82477e-06);
corrFuncSigmaMult.SetParameter(1, 4.97051e-03);
corrFuncSigmaMult.SetParameter(2, -1.64954e-01);
corrFuncSigmaMult.SetParameter(3, 9.21061e-03);
*/
//TODO NOW
TF1* fShapeSmallP = new TF1("fShapeSmallP", "pol5", -0.4, 0.4);
fShapeSmallP->SetParameters(1.01712, -0.0202725, -0.260692, 0.261623, 0.671854, -1.14014);
for (Long64_t i = 0; i < nTreeEntries; i++) {
tree->GetEntry(i);
if (dEdx <= 0 || dEdxExpected <= 0 || tpcSignalN <= 10)
continue;
/*
Double_t pT = pTPC*TMath::Sin(-TMath::ATan(tanTheta)+TMath::Pi()/2.0);
if ((phiPrime > 0.072/pT+TMath::Pi()/18.0-0.035 && phiPrime < 0.07/pT/pT+0.1/pT+TMath::Pi()/18.0+0.035))
continue;
*/
if (pidType != kMCid) {
if (pidType == kTPCid && pTPC > 0.6)
continue;
if (pidType == kTPCandTOFid && (pTPC < 0.6 || pTPC > 2.0))
continue;
if ((collType == 2) && pidType == kTPCandTOFid && pTPC > 1.0)
continue;// Only V0's in case of PbPb above 1.0 GeV/c
if (pidType == kV0idPlusTOFrejected) //TODO NOW NEW
continue;
}
if (recalculateExpecteddEdx) {
dEdxExpected = 50. * splPr->Eval(pTPC / massProton); //WARNING: What, if MIP is different from 50.? Seems not to be used (tested for pp, MC_pp, PbPb and MC_PbPb), but can in principle happen
}
//TODO NOW
/*
if (TMath::Abs(tanTheta) <= 0.4) {
Double_t p0 = fShapeSmallP->Eval(tanTheta) - 1.0; // Strength of the correction
Double_t p1 = -9.0; // How fast the correction is turned off
Double_t p2 = -0.209; // Turn off correction around 0.2 GeV/c
Double_t p3 = 1.0; // Delta' for large p should be 1
Double_t corrFactor = TMath::Erf((pTPC + p2) * p1) * p0 + p3 + p0; // Add p0 to have 1 for p3 = 1 and large pTPC
dEdxExpected *= corrFactor;
}*/
/*TODO old unsuccessful try
Double_t thetaGlobalTPC = -TMath::ATan(tanTheta) + TMath::Pi() / 2.;
Double_t pTtpc = pTPC * TMath::Sin(thetaGlobalTPC);
Double_t pTtpcInv = (pTtpc > 0) ? 1. / pTtpc : 0;
Double_t p0 = 1.0;
Double_t p1 = 1./ 0.5;//TODO 2.0;
Double_t p2 = -0.2;//TODO 0.1
Double_t pTcorrFactor = p0 + (pTtpcInv > p1) * p2 * (pTtpcInv - p1);
dEdxExpected *= pTcorrFactor;
*/
// From the momentum (via dEdxExpected) and the tanTheta of the track, the expected dEdx can be calculated (correctedDeDxExpected).
// If the splines are correct, this should give in average the same value as dEdx.
// Now valid: Maps created from corrected data with splines adopted to corrected data, so lookup should be for dEdxExpected=dEdxSplines (no further
// eta correction) or the corrected dEdx from the track (which should ideally be = dEdxSplines)
// Tested with corrected data for LHC10d.pass2: using dEdx for the lookup (which is the corrected value and should ideally be = dEdxSplines):
// Results almost the same. Maybe slightly better for dEdxExpected.
// No longer valid: Note that the maps take always the uncorrected dEdx w.r.t.
// tanTheta, so that correctedDeDxExpected is needed here normally. However, the information for the correction will be lost at some point.
// Therefore, dEdxExpected can be used instead and should provide a good approximation.
Double_t c1FromSigmaMap = hThetaMapSigmaPar1->GetBinContent(getBinX(hThetaMapSigmaPar1, tanTheta), getBinY(hThetaMapSigmaPar1, 1./dEdxExpected));
Double_t expectedSigma = dEdxExpected * TMath::Sqrt( c0 * c0 + (c1FromSigmaMap * c1FromSigmaMap) / tpcSignalN);
Double_t pull = (dEdx - dEdxExpected) / (plotPull ? expectedSigma: dEdxExpected);
// Fill pull histo
hPull->Fill(pTPC, pull);
Double_t tanThetaAbs = TMath::Abs(tanTheta);
for (Int_t j = 0; j < nThetaHistos; j++) {
if (tanThetaAbs >= tThetaLow[j] && tanThetaAbs < tThetaHigh[j]) {
hPullTheta[j]->Fill(pTPC, pull);
}
}
if (!hMap)
continue;
Double_t correctionFactor = 1.;
if (isNonPP) {
// 1. Correct eta dependence
correctionFactor = hMap->GetBinContent(getBinX(hMap, tanTheta), getBinY(hMap, 1./dEdxExpected));
// 2. Correct for multiplicity dependence:
Double_t multCorrectionFactor = 1.;
if (fMultiplicity > 0) {
Double_t relSlope = corrFuncMult.Eval(1. / (dEdxExpected * correctionFactor));
relSlope += corrFuncMultTanTheta.Eval(tanTheta);
multCorrectionFactor = 1. + relSlope * fMultiplicity;
}
c1FromSigmaMap = hThetaMapSigmaPar1->GetBinContent(getBinX(hThetaMapSigmaPar1, tanTheta), getBinY(hThetaMapSigmaPar1, 1./dEdxExpected));
// Multiplicity dependence of sigma depends on the real dEdx at zero multiplicity, i.e. the eta (only) corrected dEdxExpected value has to be used
// since all maps etc. have been created for ~zero multiplicity
Double_t relSigmaSlope = corrFuncSigmaMult.Eval(1. / (dEdxExpected * correctionFactor));
Double_t multSigmaCorrectionFactor = 1. + relSigmaSlope * fMultiplicity;
dEdxExpected *= correctionFactor * multCorrectionFactor;
expectedSigma = dEdxExpected * TMath::Sqrt( c0 * c0 + (c1FromSigmaMap * c1FromSigmaMap) / tpcSignalN);
expectedSigma *= multSigmaCorrectionFactor;
pull = (dEdx - dEdxExpected) / (plotPull ? expectedSigma: dEdxExpected);
}
else {
correctionFactor = hMap->GetBinContent(getBinX(hMap, tanTheta), getBinY(hMap, 1./dEdxExpected));
c1FromSigmaMap = hThetaMapSigmaPar1->GetBinContent(getBinX(hThetaMapSigmaPar1, tanTheta), getBinY(hThetaMapSigmaPar1, 1./dEdxExpected));
dEdxExpected *= correctionFactor; // If data is not corrected, but the sigma map is for corrected data, re-do analysis with corrected dEdx
expectedSigma = dEdxExpected * TMath::Sqrt( c0 * c0 + (c1FromSigmaMap * c1FromSigmaMap) / tpcSignalN);
pull = (dEdx - dEdxExpected) / (plotPull ? expectedSigma: dEdxExpected);
}
pull = (dEdx - dEdxExpected) / (plotPull ? expectedSigma: dEdxExpected);
hPullAdditionalCorr->Fill(pTPC, pull);
for (Int_t j = 0; j < nThetaHistos; j++) {
if (tanThetaAbs >= tThetaLow[j] && tanThetaAbs < tThetaHigh[j]) {
hPullAdditionalCorrTheta[j]->Fill(pTPC, pull);
}
}
}
/*
// Mean, Sigma, chi^2/NDF of pull of different theta bins and all in one plot
TCanvas* canvPullMean = new TCanvas("canvPullMean", "canvPullMean", 100,10,1380,800);
canvPullMean->SetLogx(kTRUE);
canvPullMean->SetGridx(kTRUE);
canvPullMean->SetGridy(kTRUE);
TCanvas* canvPullSigma = new TCanvas("canvPullSigma", "canvPullSigma", 100,10,1380,800);
canvPullSigma->SetLogx(kTRUE);
canvPullSigma->SetGridx(kTRUE);
canvPullSigma->SetGridy(kTRUE);
TCanvas* canvPullChi2 = new TCanvas("canvPullChi2", "canvPullChi2", 100,10,1380,800);
canvPullChi2->SetLogx(kTRUE);
canvPullChi2->SetGridx(kTRUE);
canvPullChi2->SetGridy(kTRUE);
TCanvas* canvPull[nThetaHistos + 1];
for (Int_t i = 0, j = nThetaHistos; i < nThetaHistos + 1; i++, j--) {
canvPull[i] = new TCanvas(Form("canvPull_%d", i), "canvPull", 100,10,1380,800);
canvPull[i]->cd();
canvPull[i]->SetLogx(kTRUE);
canvPull[i]->SetLogz(kTRUE);
canvPull[i]->SetGrid(kTRUE, kTRUE);
TH2D* hTemp = 0x0;
TString thetaString = "";
if (i == nThetaHistos) {
hTemp = hPull;
thetaString = "tan(#Theta) integrated";
}
else {
hTemp = hPullTheta[i];
thetaString = Form("%.2f #leq |tan(#Theta)| < %.2f", tThetaLow[i], tThetaHigh[i]);
}
normaliseHisto(hTemp);
hTemp->FitSlicesY();
hTemp->GetYaxis()->SetNdivisions(12);
hTemp->GetXaxis()->SetMoreLogLabels(kTRUE);
TH1D* hTempMean = (TH1D*)gDirectory->Get(Form("%s_1", hTemp->GetName()));
hTempMean->SetTitle(Form("mean(pull), %s", thetaString.Data()));
hTempMean->GetXaxis()->SetMoreLogLabels(kTRUE);
hTempMean->SetLineWidth(2);
hTempMean->SetMarkerStyle(20);
TH1D* hTempSigma = (TH1D*)gDirectory->Get(Form("%s_2", hTemp->GetName()));
hTempSigma->SetTitle(Form("#sigma(pull), %s", thetaString.Data()));
hTempSigma->GetXaxis()->SetMoreLogLabels(kTRUE);
hTempSigma->SetLineColor(kMagenta);
hTempSigma->SetMarkerStyle(20);
hTempSigma->SetMarkerColor(kMagenta);
hTempSigma->SetLineWidth(2);
TH1D* hTempChi2 = (TH1D*)gDirectory->Get(Form("%s_chi2", hTemp->GetName()));
hTempChi2->SetTitle(Form("#chi^{2} / NDF (pull), %s", thetaString.Data()));
hTempChi2->GetXaxis()->SetMoreLogLabels(kTRUE);
hTempChi2->SetLineColor(kMagenta + 2);
hTempChi2->SetMarkerStyle(20);
hTempChi2->SetMarkerColor(kMagenta + 2);
hTempChi2->SetLineWidth(2);
hTemp->DrawCopy("colz");
hTempMean->DrawCopy("same");
hTempSigma->DrawCopy("same");
hTempChi2->Scale(-1./10.);
hTempChi2->DrawCopy("same");
hTempChi2->Scale(-10.);
canvPullMean->cd();
hTempMean->SetLineColor(1 + ((j >= 9) ? (39 + 2 * (j - 9)) : j));
hTempMean->SetMarkerColor(1 + ((j >= 9) ? (39 + 2 * (j - 9)) : j));
hTempMean->DrawCopy((i == 0 ? "" : "same"));
canvPullSigma->cd();
hTempSigma->SetLineColor(1 + ((j >= 9) ? (39 + 2 * (j - 9)) : j));
hTempSigma->SetMarkerColor(1 + ((j >= 9) ? (39 + 2 * (j - 9)) : j));
hTempSigma->DrawCopy((i == 0 ? "" : "same"));
canvPullChi2->cd();
hTempChi2->SetLineColor(1 + ((j >= 9) ? (39 + 2 * (j - 9)) : j));
hTempChi2->SetMarkerColor(1 + ((j >= 9) ? (39 + 2 * (j - 9)) : j));
hTempChi2->DrawCopy((i == 0 ? "" : "same"));
}
canvPullMean->BuildLegend();
canvPullSigma->BuildLegend();
canvPullChi2->BuildLegend();
*/
// Histograms with additional correction
TCanvas* canvPullMeanCorr = 0x0;
TCanvas* canvPullSigmaCorr = 0x0;
TCanvas* canvPullChi2Corr = 0x0;
TCanvas* canvPullCorr[nThetaHistos + 1];
for (Int_t i = 0; i < nThetaHistos + 1; i++)
canvPullCorr[i] = 0x0;
if (hMap) {
// Mean, Sigma, chi^2/NDF of pull of different theta bins and all in one plot
canvPullMeanCorr = new TCanvas("canvPullMeanCorr", "canvPullMeanCorr", 100,10,1380,800);
canvPullMeanCorr->SetLogx(kTRUE);
canvPullMeanCorr->SetGridx(kTRUE);
canvPullMeanCorr->SetGridy(kTRUE);
canvPullSigmaCorr = new TCanvas("canvPullSigmaCorr", "canvPullSigmaCorr", 100,10,1380,800);
canvPullSigmaCorr->SetLogx(kTRUE);
canvPullSigmaCorr->SetGridx(kTRUE);
canvPullSigmaCorr->SetGridy(kTRUE);
canvPullChi2Corr = new TCanvas("canvPullChi2Corr", "canvPullChi2Corr", 100,10,1380,800);
canvPullChi2Corr->SetLogx(kTRUE);
canvPullChi2Corr->SetGridx(kTRUE);
canvPullChi2Corr->SetGridy(kTRUE);
for (Int_t i = 0, j = nThetaHistos; i < nThetaHistos + 1; i++, j--) {
canvPullCorr[i] = new TCanvas(Form("canvPullCorr_%d", i), "canvPullCorr", 100,10,1380,800);
canvPullCorr[i]->cd();
canvPullCorr[i]->SetLogx(kTRUE);
canvPullCorr[i]->SetLogz(kTRUE);
canvPullCorr[i]->SetGrid(kTRUE, kTRUE);
TH2D* hTemp = 0x0;
TString thetaString = "";
if (i == nThetaHistos) {
hTemp = hPullAdditionalCorr;
thetaString = "tan(#Theta) integrated";
}
else {
hTemp = hPullAdditionalCorrTheta[i];
thetaString = Form("%.2f #leq |tan(#Theta)| < %.2f", tThetaLow[i], tThetaHigh[i]);
}
normaliseHisto(hTemp);
hTemp->FitSlicesY();
hTemp->GetYaxis()->SetNdivisions(12);
hTemp->GetXaxis()->SetMoreLogLabels(kTRUE);
TH1D* hTempMean = (TH1D*)gDirectory->Get(Form("%s_1", hTemp->GetName()));
hTempMean->SetTitle(Form("mean(pull), %s", thetaString.Data()));
hTempMean->GetXaxis()->SetMoreLogLabels(kTRUE);
hTempMean->SetLineWidth(2);
hTempMean->SetMarkerStyle(20);
TH1D* hTempSigma = (TH1D*)gDirectory->Get(Form("%s_2", hTemp->GetName()));
hTempSigma->SetTitle(Form("#sigma(pull), %s", thetaString.Data()));
hTempSigma->GetXaxis()->SetMoreLogLabels(kTRUE);
hTempSigma->SetLineColor(kMagenta);
hTempSigma->SetMarkerStyle(20);
hTempSigma->SetMarkerColor(kMagenta);
hTempSigma->SetLineWidth(2);
TH1D* hTempChi2 = (TH1D*)gDirectory->Get(Form("%s_chi2", hTemp->GetName()));
hTempChi2->SetTitle(Form("#chi^{2} / NDF (pull), %s", thetaString.Data()));
hTempChi2->GetXaxis()->SetMoreLogLabels(kTRUE);
hTempChi2->SetLineColor(kMagenta + 2);
hTempChi2->SetMarkerStyle(20);
hTempChi2->SetMarkerColor(kMagenta + 2);
hTempChi2->SetLineWidth(2);
hTemp->DrawCopy("colz");
hTempMean->DrawCopy("same");
hTempSigma->DrawCopy("same");
hTempChi2->Scale(-1./10.);
hTempChi2->DrawCopy("same");
hTempChi2->Scale(-10.);
canvPullMeanCorr->cd();
hTempMean->SetLineColor(1 + ((j >= 9) ? (39 + 2 * (j - 9)) : j));
hTempMean->SetMarkerColor(1 + ((j >= 9) ? (39 + 2 * (j - 9)) : j));
hTempMean->DrawCopy((i == 0 ? "" : "same"));
canvPullSigmaCorr->cd();
hTempSigma->SetLineColor(1 + ((j >= 9) ? (39 + 2 * (j - 9)) : j));
hTempSigma->SetMarkerColor(1 + ((j >= 9) ? (39 + 2 * (j - 9)) : j));
hTempSigma->DrawCopy((i == 0 ? "" : "same"));
canvPullChi2Corr->cd();
hTempChi2->SetLineColor(1 + ((j >= 9) ? (39 + 2 * (j - 9)) : j));
hTempChi2->SetMarkerColor(1 + ((j >= 9) ? (39 + 2 * (j - 9)) : j));
hTempChi2->DrawCopy((i == 0 ? "" : "same"));
}
canvPullMeanCorr->BuildLegend();
canvPullSigmaCorr->BuildLegend();
canvPullChi2Corr->BuildLegend();
}
fSave->cd();
/*canvPullMean->Write();
canvPullSigma->Write();
canvPullChi2->Write();
for (Int_t i = 0; i < nThetaHistos + 1; i++) {
canvPull[i]->Write();
}*/
canvPullMeanCorr->Write();
canvPullSigmaCorr->Write();
canvPullChi2Corr->Write();
for (Int_t i = 0; i < nThetaHistos + 1; i++) {
canvPullCorr[i]->Write();
}
TNamed* info = new TNamed(Form("Theta map: %s\n\nSigma map: %s\n\nSplines file: %s\n\nSplines name: %s", pathNameThetaMap.Data(),
pathNameSigmaMap.Data(), pathNameSplinesFile.Data(), prSplinesName.Data()),
"info");
info->Write();
fSave->Close();
return 0;
}
void runcorr(int condor_iter, int trackqual, string flist = "", string tag = "", int nmin = 220, int nmax = 1000, float pttrigmin = 1, float pttrigmax = 2, float ptassmin = 1, float ptassmax = 1)
{
const int nptbins = 1;
const int ncentbins = 1;
const int najbins = 1;
string buffer;
vector<string> listoffiles;
int nlines = 0;
// ifstream infile("sortedforests.txt");
// ifstream infile("doeproposalforests.txt");
// ifstream infile("PA2013_PromptReco_Json_FullTrack12_v84_prod2.txt");
// ifstream infile("PA2013_PromptReco_Json_FullTrack12_v84_prod2_MIT.txt");
// ifstream infile("HIMinBiasUPC_PbPbUPC_pptracking_452p1_forest_v2.txt");
ifstream infile(flist.data());
if (!infile.is_open()) {
cout << "Error opening file. Exiting." << endl;
return;
} else {
while (!infile.eof()) {
infile >> buffer;
listoffiles.push_back(buffer);
nlines++;
}
}
bool dostdhists = (condor_iter%(nptbins * ncentbins * najbins) == 0);
int ptbin = condor_iter % nptbins;
int centbin = (condor_iter / nptbins) % ncentbins;
int ajbin = (condor_iter / (nptbins * ncentbins)) % najbins;
int filenum = (condor_iter / (nptbins * ncentbins * najbins));
cout << "ipt: " << ptbin << " icent: " << centbin << " iaj: " << ajbin << " filenum: " << filenum << " dostdhists: " << dostdhists << endl;
// int nmin = 220 , nmax = 1000, one = 1;
//! for first iteration of forest production
/*
if(filenum==0) { nmin = 110 ; nmax = 1000; }
if(filenum==1) { nmin = 90 ; nmax = 110 ; }
if(filenum>1 ) { nmin = 0 ; nmax = 35 ; }
if(filenum>9 ) { nmin = 35 ; nmax = 90 ; }
*/
//! for second iteration of forest production
// /*
// if(filenum<24 ) { nmin = 90 ; nmax = 110 ; }
// if(filenum<22 ) { nmin = 35 ; nmax = 90 ; }
// if(filenum<12 ) { nmin = 110 ; nmax = 1000; }
// if(filenum<10 ) { nmin = 0 ; nmax = 35 ; }
// */
//! for second iteration of forest production
/*
if(filenum<26 ) { nmin = 90 ; nmax = 110 ; }
if(filenum<23 ) { nmin = 35 ; nmax = 90 ; }
if(filenum<13) { nmin = 110 ; nmax = 1000; }
if(filenum<10) { nmin = 0 ; nmax = 35 ; }
*/
corrana(listoffiles[filenum].data(),trackqual);
// double pttriglow[] = {1 ,14 ,16 ,20, 1};
// double pttrighigh[] = {2 ,16 ,20 ,24, 3};
// double ptasslow[] = {1 ,1 ,1 ,1 , 1};
// double ptasshigh[] = {2 ,2 ,2 ,2 , 3};
int centmin[] = {0,4,8,12,16,20,24,28,32};
int centmax[] = {41,8,12,16,20,24,28,32,36};
// TFile * outf = new TFile(Form("%s_trkqaul%d_nmin%d_nmax%d_tptmin%d_tptmax%d_aptmin%d_aptmax%d_%d.root",tag.data(),trackqual,nmin,nmax,(int)pttrigmin/one,(int)pttrigmax/one,(int)ptassmin/one,(int)ptassmax/one,filenum),"recreate");
cout<<Form("%s_trkqaul%d_nmin%d_nmax%d_tptmin%d_tptmax%d_aptmin%d_aptmax%d_%d.root",tag.data(),trackqual,nmin,nmax,(int)pttrigmin,(int)pttrigmax,(int)ptassmin,(int)ptassmax,filenum)<<endl;
TFile * outf = new TFile(Form("%s_trkqaul%d_nmin%d_nmax%d_tptmin%d_tptmax%d_aptmin%d_aptmax%d_%d.root",tag.data(),trackqual,nmin,nmax,(int)pttrigmin,(int)pttrigmax,(int)ptassmin,(int)ptassmax,filenum),"recreate");
// int i = 0;
int cent = 0;
cout<<"cent iteration "<<cent<<endl;
TH2D * ttsig = TrackTrackSignal(pttrigmin,pttrigmax,ptassmin,ptassmax,centmin[cent],centmax[cent],nmin,nmax);
TH2D * ttbak = TrackTrackBackground(pttrigmin,pttrigmax,ptassmin,ptassmax,centmin[cent],centmax[cent],nmin,nmax);
TH1I * hntottrig = new TH1I(Form("nttottrig_trg%d_%d_ass%d_%d_cmin%d_cmax%d",(int)pttrigmin,(int)pttrigmax,(int)ptassmin,(int)ptassmax,centmin[cent],centmax[cent]),"",1,0.5,1.5);
int myntottrig = GetNTotTrig();
hntottrig->Fill(1,myntottrig);
cout<<"ntottrig: "<<myntottrig<<endl;
TH2D * ttcorr = (TH2D*)ttsig->Clone(Form("corr_trg%d_%d_ass%d_%d_cmin%d_cmax%d",(int)pttrigmin,(int)pttrigmax,(int)ptassmin,(int)ptassmax,centmin[cent],centmax[cent]));
ttcorr->Divide(ttbak);
ttcorr->Scale(ttbak->GetBinContent(ttbak->FindBin(0,0)));
ttcorr->Scale(1/0.0594998609); //! bin width
ttcorr->GetXaxis()->SetRange(ttcorr->GetXaxis()->FindBin(-4.0),ttcorr->GetXaxis()->FindBin(4.0));
ttcorr->GetYaxis()->SetRange(ttcorr->GetYaxis()->FindBin(-3.1415926/2.0),ttcorr->GetYaxis()->FindBin(3*3.1415926/2.0));
outf->Write();
outf->Close();
}
void sysError(
TString inFileName="jfh_HCPR_J50U_Cent30to100_Aj0to100_SubEtaRefl.root",
Int_t compMode = 0, // Compare mode: 0 reco-genSig, 1 reco-genAll, 3 genAll-genSig, 4 calo_genp-allGen
Int_t sysMode = 0, // Plot mode: 0 for simple plot, 1 for difference
TString outdir = ".",
TString title = "test"
) {
// ===============================================
// Inputs
// ===============================================
TFile *f = new TFile(inFileName);
TString inFileNameStrip(inFileName); inFileNameStrip.ReplaceAll(".root","");
TString inFileNameGen(inFileName);
if (compMode==0) {
inFileNameGen.ReplaceAll("djcalo","djcalo_genp");
inFileNameGen.ReplaceAll("HydjetAll","HydjetSig");
}
if (compMode==1) inFileNameGen.ReplaceAll("djcalo","djcalo_genp");
else if (compMode==3) inFileNameGen.ReplaceAll("HydjetAll","HydjetSig");
else if (compMode==5) inFileNameGen.ReplaceAll("djcalo_genp","djgen");
TFile *fgen = new TFile(inFileNameGen);
TString inFileNameStripGen(inFileNameGen); inFileNameStripGen.ReplaceAll(".root","");
cout << "==========================================================" << endl;
cout << "Compare: " << inFileName << endl
<< " vs " << endl
<< " " << inFileNameGen << endl;
cout << "==========================================================" << endl;
// ===============================================
// Setup
// ===============================================
TString tag=Form("sysError_%s_%s_%d_%d",inFileNameStrip.Data(),title.Data(),compMode,sysMode);
// ===============================================
// Analyze
// ===============================================
TH2D * hPtPNDR = (TH2D*) f->Get("hPtPNDR");
TH2D * hPtPADR = (TH2D*) f->Get("hPtPADR");
TH2D * hPtPNDRBg = (TH2D*) f->Get("hPtPNDRBg");
TH2D * hPtPADRBg = (TH2D*) f->Get("hPtPADRBg");
TH2D * hPtPNDRSub = (TH2D*)hPtPNDR->Clone(tag+"hPtPNDRSub");
TH2D * hPtPADRSub = (TH2D*)hPtPADR->Clone(tag+"hPtPADRSub");
hPtPNDRSub->Add(hPtPNDR,hPtPNDRBg,1,-1);
hPtPADRSub->Add(hPtPADR,hPtPADRBg,1,-1);
TH2D * hPtPNDRGen = (TH2D*) fgen->Get("hPtPNDR");
TH2D * hPtPADRGen = (TH2D*) fgen->Get("hPtPADR");
TH2D * hPtPNDRBgGen = (TH2D*) fgen->Get("hPtPNDRBg");
TH2D * hPtPADRBgGen = (TH2D*) fgen->Get("hPtPADRBg");
TH2D * hPtPNDRSubGen = (TH2D*)hPtPNDRGen->Clone(tag+"hPtPNDRSub");
TH2D * hPtPADRSubGen = (TH2D*)hPtPADRGen->Clone(tag+"hPtPADRSub");
hPtPNDRSubGen->Add(hPtPNDRGen,hPtPNDRBgGen,1,-1);
hPtPADRSubGen->Add(hPtPADRGen,hPtPADRBgGen,1,-1);
// ===============================================
// Draw
// ===============================================
// Get Pt info
Int_t numPtBins=hPtPNDR->GetNbinsX();
TH1D * hPt = (TH1D*)hPtPNDR->ProjectionX("hPt");
/*
cout << "Pt bins: " << numPtBins << endl;
for (Int_t i=0; i<numPtBins+2; ++i) {
cout << "Pt Bin " << i << " Low Edge: " << hPt->GetBinLowEdge(i) << endl;
}
*/
// What pt bins to draw
const Int_t numPtBinsDraw=3;
TCanvas * c6 = new TCanvas("c"+tag,"c"+tag,1400,500);
c6->Divide(3,1);
for (Int_t i=0; i<numPtBinsDraw; ++i) {
Int_t iBeg,iEnd;
if (i==0) { iBeg=2; iEnd=3;}
if (i==1) { iBeg=4; iEnd=4;}
if (i==2) { iBeg=5; iEnd=numPtBins;}
cout << "Bin: " << iBeg << " to " << iEnd << endl;
TH1D * hNr = (TH1D*)hPtPNDRSub->ProjectionY(tag+Form("hPNDRSub_%d_%d",iBeg,iEnd),iBeg,iEnd);
TH1D * hAw = (TH1D*)hPtPADRSub->ProjectionY(tag+Form("hPADRSub_%d_%d",iBeg,iEnd),iBeg,iEnd);
TH1D * hNrGen = (TH1D*)hPtPNDRSubGen->ProjectionY(tag+Form("hPNDRSubGen_%d_%d",iBeg,iEnd),iBeg,iEnd);
TH1D * hAwGen = (TH1D*)hPtPADRSubGen->ProjectionY(tag+Form("hPADRSubGen_%d_%d",iBeg,iEnd),iBeg,iEnd);
if (sysMode==1) {
hNr->Add(hNrGen,-1);
hAw->Add(hAwGen,-1);
}
if (sysMode==2) {
hNr->Divide(hNrGen);
hAw->Divide(hAwGen);
}
// Print
cout << Form("%.1f < P_{T} < %.1f GeV: ",hPt->GetBinLowEdge(iBeg),hPt->GetBinLowEdge(iEnd+1))
<< " SigSubBkg Integral - Nr: " << hNr->Integral() << " Aw: " << hAw->Integral() << endl
<< " Gen - Nr: " << hNrGen->Integral() << " Aw: " << hAwGen->Integral() << endl;
// Styles
hNr->SetMarkerColor(kRed);
hNr->SetLineColor(kRed);
hAw->SetMarkerColor(kBlue);
hAw->SetLineColor(kBlue);
hAwGen->SetLineStyle(2);
// Axis Range
if (sysMode==0) {
hNr->SetYTitle("Background Subtracted Signal (GeV/c)");
hNr->SetAxisRange(-5,60,"Y");
}
if (sysMode==2) {
hNr->SetAxisRange(-2,6,"Y");
}
// Axis Label
if (compMode==0) {
if (sysMode==1) {
hNr->SetYTitle("(Reco Trk)-(Sig GenP) (GeV/c)");
//hNr->SetAxisRange(-20,20,"Y");
}
if (sysMode==2) {
hNr->SetYTitle("(Reco Trk)/(Sig GenP) (GeV/c)");
}
}
if (compMode==3) {
if (sysMode==1) {
hNr->SetYTitle("All GenP - Sig GenP (GeV/c)");
//hNr->SetAxisRange(-3,3,"Y");
}
if (sysMode==2) {
hNr->SetYTitle("(All GenP)/(Sig GenP) (GeV/c)");
}
}
hNr->SetXTitle("#Delta R");
hNr->SetAxisRange(0,0.79999,"X");
hNr->SetTitleOffset(1.5,"X");
hNr->GetXaxis()->CenterTitle();
hNr->GetYaxis()->CenterTitle();
c6->cd(i+1);
// Fit
if (sysMode>0) {
TF1 * f0 = new TF1("f0","pol0");
f0->SetLineStyle(2);
f0->SetLineWidth(1);
hNr->Fit("f0");
hAw->Fit("f0");
}
// Draw to Inspect
hNr->Draw();
hAw->Draw("same");
if (sysMode==0) {
hNrGen->Draw("hist same");
hAwGen->Draw("hist same");
}
if (sysMode==0||sysMode==1) {
TLine *l = new TLine(0,0,0.8,0);
l->Draw();
}
if (sysMode==2) {
TLine *l = new TLine(0,1,0.8,1);
l->Draw();
}
TLegend *leg = new TLegend(0.35,0.7,0.85,0.94);
leg->SetBorderSize(0);
leg->SetFillStyle(0);
leg->AddEntry(hNr,Form("%.1f < P_{T} < %.1f GeV",hPt->GetBinLowEdge(iBeg),hPt->GetBinLowEdge(iEnd+1)),"");
if (sysMode==0) {
if (compMode==0) {
leg->AddEntry(hNr,"Leading (RecoTrk)","pl");
leg->AddEntry(hNrGen,"Leading (Sig. GenP)","l");
leg->AddEntry(hAw,"SubLeading (RecoTrk)","pl");
leg->AddEntry(hAwGen,"SubLeading (Sig. GenP)","l");
}
if (compMode==1) {
leg->AddEntry(hNr,"Leading (RecoTrk)","pl");
leg->AddEntry(hNrGen,"Leading (All GenP)","l");
leg->AddEntry(hAw,"SubLeading (RecoTrk)","pl");
leg->AddEntry(hAwGen,"SubLeading (All GenP)","l");
}
}
if (sysMode>0) {
leg->AddEntry(hNr,"Leading","pl");
leg->AddEntry(hAw,"SubLeading","pl");
}
leg->SetTextSize(0.05);
leg->Draw();
}
// ===============================================
// Save
// ===============================================
c6->Print(Form("%s/%s.gif",outdir.Data(),tag.Data()));
c6->Print(Form("%s/%s.eps",outdir.Data(),tag.Data()));
c6->Print(Form("%s/%s.C",outdir.Data(),tag.Data()));
}
void signalEff2012_PDF_details(const TString what="CTEQMSTW",const TString sample="T1bbbb",const int minnjets=3,const bool useisr=false) {
TString njetsstring=".";
if (minnjets==3) {
//do nothing
}
else if (minnjets==5) {
njetsstring = ".minnjets5.";
}
else {
cout<<" minnjets = "<<minnjets<<" is not ok"<<endl;
return;
}
TString stub1="eventcounts2x2.mergebbins";
if (sample.Contains("pMSSM") ||sample.Contains("T1ttcc") ||sample.Contains("14TeV")||sample.Contains("TChi")) stub1="eventcounts.mergebbins";
TString stub2=stub1;
stub2+=".withpdfs";
if ( useisr) {
stub1+=".Isr0";
stub2+=".Isr0";
}
// TString nominalstub="CSVM_PF2PATjets_JES0_JER0_PFMETTypeI_METunc0_PUunc0_BTagEff05_HLTEff0."; //old
TString nominalstub="JES0_JERbias_PFMETTypeI_METunc0_PUunc0_hpt20."; //new, and with JERbias
TString f0file = stub1+njetsstring+nominalstub+sample+".root";
TString fpdffile = stub2+njetsstring+nominalstub+sample+".root";
TFile f0(f0file);
TFile fpdf(fpdffile);
vector<TH2D*> effratios;
for (int ih = 0; ih<fpdf.GetListOfKeys()->GetEntries(); ih++) {
TString histname = fpdf.GetListOfKeys()->At(ih)->GetName();
if (! (histname.BeginsWith("events_")&&histname.Contains(what))) continue;
TString histnametotal = histname;
histnametotal.ReplaceAll("events_","eventstotal_");
TString histname0=histname;
histname0.ReplaceAll("_"+what+"0","");
TString histname0total = histnametotal;
histname0total.ReplaceAll("_"+what+"0","");
TH2D* h0c = (TH2D*) f0.Get(histname0);
TH2D* h0t = (TH2D*) f0.Get(histname0total);
TH2D* hpdfc = (TH2D*) fpdf.Get(histname);
TH2D* hpdft = (TH2D*) fpdf.Get(histnametotal);
//now calculate efficiency
TH2D* h0r = (TH2D*) h0c->Clone("h0r_"+histname);
h0r->Reset();
h0r->Divide(h0c,h0t);
TH2D* hpdfr = (TH2D*) hpdfc->Clone("hpdfr_"+histname);
hpdfr->Reset();
hpdfr->Divide(hpdfc,hpdft);
//and then the ratio of efficiencies
TString rname = histname;
rname.ReplaceAll("events_","effratio_");
TH2D* heffratio = (TH2D*) h0r->Clone(rname);
heffratio->Reset();
heffratio->Divide(hpdfr,h0r);
effratios.push_back(heffratio);
}
TFile fout("signalsyst_PDF_"+what+"."+sample+njetsstring+"root","recreate");
for (unsigned int ii=0; ii<effratios.size();ii++) {
effratios.at(ii)->Write();
}
fout.Close();
/* quick and dirty version
TH2D* h0c = (TH2D*) f0.Get("events_b1_HT1000to100000_MET350to100000_2x2");
TH2D* h0t = (TH2D*) f0.Get("eventstotal_b1_HT1000to100000_MET350to100000_2x2");
TH2D* h0r = (TH2D*) h0c->Clone("h0r");
h0r->Reset();
h0r->Divide(h0c,h0t);
TH2D* hpdfc = (TH2D*) fpdf.Get("events_b1_HT1000to100000_MET350to100000_CTEQMSTW0_2x2");
TH2D* hpdft = (TH2D*) fpdf.Get("eventstotal_b1_HT1000to100000_MET350to100000_CTEQMSTW0_2x2");
TH2D* hpdfr = (TH2D*) hpdfc->Clone("hpdfr");
hpdfr->Reset();
hpdfr->Divide(hpdfc,hpdft);
TH2D* heffratio = (TH2D*) h0r->Clone("heffratio");
heffratio->Reset();
heffratio->Divide(hpdfr,h0r);
heffratio->Draw("COLZ");
*/
}
void drawJetFragBalance_DRDiff(
TString inFileName= "plot/jfhCorrEtaPtBin4RBin20v2_HCPR_J50U_djcalo_Cent0to30_Aj0to100_SubEtaRefl.root",
TString inFileNameHyPy="plot/jfhCorrEtaPtBin4RBin20v2_Hydjet_djcalo_Cent0to30_Aj0to100_SubEtaRefl.root",
TString title = "test",
Int_t drawMode=1,
Int_t doLeg=1,
bool cumulative = 1
) {
TFile *f = new TFile(inFileName);
TString inFileNameStrip(inFileName); inFileNameStrip.ReplaceAll(".root","");
TH2D * hPtPNDR = (TH2D*) f->Get("hPtPNDR");
TH2D * hPtPADR = (TH2D*) f->Get("hPtPADR");
TH2D * hPtPNDRBg = (TH2D*) f->Get("hPtPNDRBg");
TH2D * hPtPADRBg = (TH2D*) f->Get("hPtPADRBg");
TH2D * hPtPNDRBgSub = (TH2D*)hPtPNDR->Clone(inFileNameStrip+"hPtPNDRBgSub");
TH2D * hPtPADRBgSub = (TH2D*)hPtPADR->Clone(inFileNameStrip+"hPtPADRBgSub");
hPtPNDRBgSub->Add(hPtPNDR,hPtPNDRBg,1,-1);
hPtPADRBgSub->Add(hPtPADR,hPtPADRBg,1,-1);
TFile *fhypy = new TFile(inFileNameHyPy);
TH2D * hPtPNDRHyPy = (TH2D*) fhypy->Get("hPtPNDR");
TH2D * hPtPADRHyPy = (TH2D*) fhypy->Get("hPtPADR");
TH2D * hPtPNDRBgHyPy = (TH2D*) fhypy->Get("hPtPNDRBg");
TH2D * hPtPADRBgHyPy = (TH2D*) fhypy->Get("hPtPADRBg");
TH2D * hPtPNDRBgSubHyPy = (TH2D*)hPtPNDR->Clone(inFileNameStrip+"hPtPNDRBgSubHyPy");
TH2D * hPtPADRBgSubHyPy = (TH2D*)hPtPADR->Clone(inFileNameStrip+"hPtPADRBgSubHyPy");
hPtPNDRBgSubHyPy->Add(hPtPNDRHyPy,hPtPNDRBgHyPy,1,-1);
hPtPADRBgSubHyPy->Add(hPtPADRHyPy,hPtPADRBgHyPy,1,-1);
// Get Pt info
Int_t numBinsPt=hPtPNDR->GetNbinsX();
Int_t numBinsDR=hPtPNDR->GetNbinsY();
TH1D * hPt = (TH1D*)hPtPNDR->ProjectionX("hPt");
cout << "Pt bins: " << numBinsPt << endl;
Double_t totPtBgSubNr=hPtPNDRBgSub->Integral();
Double_t totPtBgSubAw=hPtPADRBgSub->Integral();
Double_t totPtBgSubNrHyPy=hPtPNDRBgSubHyPy->Integral();
Double_t totPtBgSubAwHyPy=hPtPADRBgSubHyPy->Integral();
int ptUp = 2;
TH1D * hDRBgSubNr = (TH1D*)hPtPNDRBgSub->ProjectionY(inFileNameStrip+"hDRBgSubNr",1,ptUp);
TH1D * hDRBgSubAw = (TH1D*)hPtPADRBgSub->ProjectionY(inFileNameStrip+"hDRBgSubAw",1,ptUp);
TH1D * hDRBgSubNrHyPy = (TH1D*)hPtPNDRBgSubHyPy->ProjectionY(inFileNameStrip+"hDRBgSubNrHyPy",1,ptUp);
TH1D * hDRBgSubAwHyPy = (TH1D*)hPtPADRBgSubHyPy->ProjectionY(inFileNameStrip+"hDRBgSubAwHyPy",1,ptUp);
// Print
cout << Form("%.1f < p_{T} < %.1f GeV/c: ",hPt->GetBinLowEdge(1),hPt->GetBinLowEdge(ptUp+1)) << " SigSubBkg Integral - Nr: " << endl;
cout << " Data - Nr: " << hDRBgSubNr->Integral() << " Aw: " << hDRBgSubAw->Integral() << endl;
cout << " Pythia+Hydjet - Nr: " << hDRBgSubNrHyPy->Integral() << " Aw: " << hDRBgSubAwHyPy->Integral() << endl;
if (drawMode==1) TCanvas * c6 = new TCanvas("c6","c6",500,500);
hDRBgSubNr->Scale(1./totPtBgSubNr);
hDRBgSubAw->Scale(1./totPtBgSubAw);
hDRBgSubNrHyPy->Scale(1./totPtBgSubNrHyPy);
hDRBgSubAwHyPy->Scale(1./totPtBgSubAwHyPy);
if(cumulative){
hDRBgSubNr = IntegrateFromLeft(hDRBgSubNr);
hDRBgSubAw = IntegrateFromLeft(hDRBgSubAw);
hDRBgSubNrHyPy = IntegrateFromLeft(hDRBgSubNrHyPy);
hDRBgSubAwHyPy = IntegrateFromLeft(hDRBgSubAwHyPy);
}
// Set Styles
hDRBgSubNr->SetMarkerStyle(kOpenSquare);
mcStyle1(hDRBgSubNrHyPy);
mcStyle2(hDRBgSubAwHyPy);
hDRBgSubNrHyPy->SetMarkerStyle(0);
hDRBgSubAwHyPy->SetMarkerStyle(0);
// Draw
hDRBgSubNrHyPy->SetTitle(";#DeltaR_{max};F(#DeltaR<#DeltaR_{max})");
hDRBgSubNrHyPy->SetAxisRange(0,0.784,"X");
hDRBgSubNrHyPy->SetAxisRange(0,0.7,"Y");
if(!cumulative){
hDRBgSubNrHyPy->SetAxisRange(0,0.1,"Y");
}
fixedFontHist(hDRBgSubNrHyPy);
hDRBgSubNrHyPy->DrawCopy("Ehist");
hDRBgSubAwHyPy->DrawCopy("Ehistsame");
hDRBgSubNr->DrawCopy("Esame");
hDRBgSubAw->DrawCopy("Esame");
if (doLeg==1) {
TLegend *leg = new TLegend(0.302407,0.67,0.7536548,0.9324599);
leg->SetFillStyle(0);
leg->SetBorderSize(0);
leg->SetTextFont(63);
leg->SetTextSize(16);
leg->AddEntry(hDRBgSubNr,Form("%.1f < p_{T} < %.1f GeV/c",hPt->GetBinLowEdge(1),hPt->GetBinLowEdge(ptUp+1)),"");
leg->AddEntry(hDRBgSubNr,"Data Leading Jet","pl");
leg->AddEntry(hDRBgSubAw,"Data SubLeading Jet","pl");
leg->AddEntry(hDRBgSubNrHyPy,"MC Leading Jet","l");
leg->AddEntry(hDRBgSubAwHyPy,"MC SubLeading Jet","l");
leg->Draw();
}
}