void GetRandomTest(){
double k0=1.39;
double k1 = 0.425;
double theta0 = 3.41;
double theta1 = 1.30;
int iNpart=2;
double k_=k0+k1*(iNpart-2);
double theta_=theta0+theta1*TMath::Log(iNpart-1);
TF1 *f = new TF1("f","TMath::GammaDist(x,[0],0,[1])",0,200);
f->SetParameters(k1,theta_);
cout<<"Value at 0 = "<<f->Eval(0)<<endl;
cout<<"Value at 1e-11 = "<<f->Eval(1e-11)<<endl;
cout<<"Integral 1= "<<f->Integral(f->GetXmin(),f->GetXmax())<<endl;
f->SetRange(1e-12,200);
cout<<"Integral 2= "<<f->Integral(f->GetXmin(),f->GetXmax())<<endl;
cout<<"fXmin = "<<f->GetXmin()<<"\tfXmax = "<<f->GetXmax()<<"\tfNpx = "<<f->GetNpx()<<endl;
f->SetNpx(1e5);
TCanvas *c1 = new TCanvas();
c1->SetLogy();
cout<<"f mean = "<<f->Mean(0,200)<<endl;
cout<<"math mean = "<<f->GetParameter(0)*f->GetParameter(1)<<endl;
TH1D* h = new TH1D("h","h",1000,0,200);
for(int i=0;i<1e6;i++){
double para = f->GetRandom();
h->Fill(para);
}
h->Scale(1.0/h->Integral()*1000/200);
h->GetYaxis()->SetRangeUser(1e-10,1);
h->SetMarkerStyle(24);
h->SetMarkerColor(4);
h->SetMarkerSize(1.1);
TLegend *leg = new TLegend(0.6,0.7,0.8,0.9);
leg->SetFillColor(0);
leg->SetFillStyle(0);
leg->SetBorderSize(0);
leg->SetTextFont(42);
leg->SetTextSize(0.03);
leg->AddEntry(f,"function","lp");
leg->AddEntry(h,"filled histogram","lp");
h->Draw("P");
f->Draw("same");
leg->Draw("same");
cout<<"h mean = "<<h->GetMean(1)<<endl;
c1->Print("TestGetRandom.png");
}
//Plot channels with multiple hits
void PlotMultCh(int run) {
etf.SetPath(mypath.Data());
etf.Open(run);
int maxch = MAXCH*MAXRIO;
TH1D* h = MakeHist("hnch",maxch);
for (int i=0;i<etf.GetNumEvents();i++) {
etf.GetEvent(i);
int nch = 0;
for (int ch=0;ch<maxch;ch++) {
if (etf.myEvent.E[ch] > 0) nch++;
}
if (nch > 1)
for (int ch=0;ch<maxch;ch++) {
if (etf.myEvent.E[ch] > 0)
h->Fill(ch);
}
}
h->Draw();
}
void SearchBinEventCount::Fill(double HT, double MHT, int NJets, int BTags, double Weight)
{
double bin = GetBinNumber(HT,MHT,NJets,BTags);
if(bin<bins_.size()+2)
{
fullTH1D_->Fill(bin-0.01, Weight);
unsigned int splitHist=0;
// std::cout<<"bin before split: "<<bin<<std::endl;
for(int ii=0;bin>splitAfter_;ii++)
{
splitHist++;
bin = bin-splitAfter_;
}
// if(splitHist==3)std::cout<<"BinForSplit: "<<bin<<" with splitHistNumber "<<splitHist<<" and TH1DSearchBinsSplit_.size(): "<<TH1DSearchBinsSplit_.size()<<std::endl;
splitTH1D_[splitHist]->Fill(bin-0.1, Weight);
}
}
//################################################################################################################################
// Get the 68% confindence interval of mu1/mu2
void getPoissonIntervalls(double mu1, double mu2){
double result = mu1/mu2;
TH1D *expHist = new TH1D("mu1/mu2","mu1/mu2",1000,0,1);
TRandom3 rand1(0);
TRandom3 rand2(0);
cout<<"mu1 = "<<mu1<<endl;
cout<<"mu2 = "<<mu2<<endl;
cout<<"ratio = "<<result<<endl;
for(int i=0; i<10000000; i++){
expHist->Fill(1.*rand1.Poisson(mu1)/rand2.Poisson(mu2));
}
// Get now the 68% upper and lower interval
double errUp = 0;
double errLow = 0;
for(int i=1; i<=expHist->GetNbinsX();i++){
double upperIntegral = expHist->Integral(i,expHist->GetNbinsX());
double lowerIntegral = expHist->Integral(1,i);
if(abs(upperIntegral/expHist->Integral()-0.32)<0.02){
cout<<"upper bound = "<<expHist->GetBinCenter(i)<<endl;
errUp = expHist->GetBinCenter(i)-result;
}
if(abs(lowerIntegral/expHist->Integral()-0.32)<0.02){
cout<<"lower bound = "<<expHist->GetBinCenter(i)<<endl;
errLow = result - expHist->GetBinCenter(i);
}
}
cout<<"error Up = "<<errUp<<endl;
cout<<"error Low = "<<errLow<<endl;
TCanvas *c = new TCanvas("cExp","cExp",0,0,500,500);
c->cd();
expHist->Draw();
}
void L3_pValues(double l0, double l1, double Metl, double ll, int Jets)
{
InitExterns();
RAND.SetSeed(5);
Data d(l0,l1,Metl,ll,Jets);
TH1D* h_b = Likelihood::GetBGEstimation(d);
TH1D* h_pValues = new TH1D("pvalues","pvalues",22,0,1.1);
int numMC = 200;
for (int i=0; i<numMC; i++)
{
if (i % (numMC/10) == 0){ cout << i*(100./numMC) << "%-" << flush;}
Data dRand;
dRand = Toys::ToyData(d,h_b);
TH1D* h_b_rand = Likelihood::GetBGEstimation(dRand);
TH1D* pdf = new TH1D("pdf","pdf",100000,0,100);
int numMC2 = 500;
for (int j=0; j<numMC2; j++)
{
Data dToy;
dToy = Toys::ToyData(dRand,h_b_rand);
double qZero = Likelihood::qZero(dToy);
dToy.free();
pdf->Fill(qZero,1./numMC2);
}
double obs = Likelihood::qZero(dRand);
dRand.free();
// pdf->Draw();
double pV = utilities::pValue(pdf,obs);
delete pdf;
delete h_b_rand;
h_pValues->Fill(pV,1./numMC);
}
h_pValues->Draw();
TFile* file = new TFile("f5.root","RECREATE");
h_pValues->Write("L3_pValues");
file->Close();
}
double FitConfidence::choleskyUncertainty( double xx, double * fCov, TF1 * f, int nSamples ){
int nP = f->GetNpar();
INFO( FitConfidence::classname(), "Num Params : " << nP );
double *fCovSqrt = new double[ nP * nP ];
calcCholesky( nP, fCov, fCovSqrt );
double yerr = 0;
TH1D *hDistributionAtX = new TH1D("hDistributionAtX","",200,f->Eval(xx) - .2,f->Eval(xx) + .2);
for (int n = 0; n < nSamples; n++ ) {
double val = randomSqrtCov(xx,f,nP,fCovSqrt);
hDistributionAtX->Fill( val );
}
yerr = hDistributionAtX->GetRMS();
hDistributionAtX->Delete();
return yerr;
}
void drawJacob(string fnm="../../output/thinRadiator/o_msc_L001um_03MeV_1e5ev.root"){
TFile *fin=TFile::Open(fnm.c_str(),"READ");
TTree *t=(TTree*)fin->Get("t");
int material, pType, trackID, parentID;
double pX, pY, pZ;
t->SetBranchAddress("pType", &pType);
t->SetBranchAddress("material", &material);
t->SetBranchAddress("trackID", &trackID);
t->SetBranchAddress("parentID", &parentID);
t->SetBranchAddress("postMomX", &pX);
t->SetBranchAddress("postMomY", &pY);
t->SetBranchAddress("postMomZ", &pZ);
int nev = t->GetEntries();
TH1D *scatAng = new TH1D("scatAng","Rate/sin(theta); scattering angle [deg]", 400,0,100);
double pi = acos(-1);
cout<<"pi "<<pi<<endl;
for(int i=0;i<nev;i++){
t->GetEntry(i);
if(pType!=11) continue;
if(material != 1) continue;
if(trackID != 1 || parentID!=0) continue;
double r = sqrt( pX*pX + pY*pY + pZ*pZ);
if(r==0) continue;
double thetaRad = acos(pZ/r);
double theta = thetaRad * 180/pi;
if(theta<0.01) continue;
scatAng->Fill(theta, 1./sin(thetaRad));
}
gStyle->SetOptStat("eMRou");
scatAng->DrawCopy();
fin->Close();
}
int main(int argc, char *argv[])
{
int binCount = 100;
if (argc > 2) {
std::cout << "too many argument. exit." << std::endl;
std::exit(1);
} else if (argc == 2) {
binCount = std::atoi(argv[1]);
--argc;
}
TApplication app("app", &argc, argv);
gStyle->SetOptStat(0);
TH1D *hist = new TH1D("hist", "ns vs count", binCount, minNanoSec, maxNanoSec);
char filename[256];
GetFileName(filename, "../data/muon_lifetime/muon_lifetime.dat");
std::ifstream ifs(filename);
for (int i = 0; !ifs.eof(); ++i) {
Double_t data;
ifs >> data;
if (data) {
NanoSecWithError ns;
ConvertTdcChannelToNanoSec(i%8, data, &ns);
hist->Fill(ns.time);
}
}
hist->Draw();
TF1 *fit = new TF1("fit", "[0] * exp(- x / [1]) + [2]", 1000, 20000);
fit->SetParameters(200, 2100, 40);
hist->Fit(fit, "R+");
std::cout << "chi^2/ndf: ";
std::cout << fit->GetChisquare() / fit->GetNDF() << std::endl;
app.Run();
return 0;
}
TH1D* LoopGen(TTree* ntuple,double ptmin,double ptmax){
int Run,size;
bool cut_yvsRun,cut_pt;
Float_t gen[NUM_BX];
Float_t pdgId[NUM_BX];
Float_t isSignal[NUM_BX];
Float_t y[NUM_BX];
Float_t pt[NUM_BX];
ntuple->SetBranchAddress("size",&size);
ntuple->SetBranchAddress("Run",&Run);
ntuple->SetBranchAddress("gen",gen);
ntuple->SetBranchAddress("pdgId",pdgId);
ntuple->SetBranchAddress("isSignal",isSignal);
ntuple->SetBranchAddress("y",y);
ntuple->SetBranchAddress("pt",pt);
TH1D *hPtMCGen = new TH1D("hPtMCGen","",nBins,ptBins);
Int_t entries = (Int_t)ntuple->GetEntries();
for (int i=0; i<entries; i++) {
ntuple->GetEntry(i);
for(int j=0;j<size;j++){
cut_yvsRun=((Run<=1&&abs(y[j]+0.465)<1.93)||(Run>1&&abs(y[j]-0.465)<1.93))&&abs(pdgId[j])==511&&isSignal[j]!=0;
cut_pt=((pt[j]>ptmin)&&(pt[j]<ptmax));
if(cut_yvsRun&&cut_pt) hPtMCGen->Fill(pt[j]);
}//loop over candidates
}// loop over events
return hPtMCGen;
}
void test_mc_rejection_method_lin()
{
const int N = 500000;
const int nbins = 300;
const double ymax = 1.1;
const double xmin = 0;
const double xmax = 10;
const double dx = xmax-xmin;
TRandom rg;
TF1 * func = new TF1 ("func","1/(x+1)",0,10);
TH1D * hgen = new TH1D ("hgen","generated",nbins,xmin,xmax);
for(int i=0; i<N; i++) {
cout << "..................." << i << endl;
bool selected=false;
while(1) {
double xg = xmin + rg.Uniform() * dx;
double yg = ymax * rg.Uniform();
double yc = func->Eval(xg);
selected = (yg<yc);
if(selected) {
hgen->Fill(xg);
break;
}
}
}
double IF = func->Integral(xmin,xmax);
double IH = hgen->Integral("width");
double sc = IF/IH;
hgen->Scale(sc);
hgen->Draw();
func->Draw("same");
}
TH1D *getpuweights(TFile *file, TH1D *target) {
TDirectory *dirmcpv = (TDirectory*)file->FindObjectAny("AnaFwkMod");
TH1D *hnpu = (TH1D*)dirmcpv->Get("hNPU");
TH1D *hpumc = (TH1D*)hnpu->Clone();
hpumc->Sumw2();
hpumc->Scale(1.0/hpumc->Integral(0,hpumc->GetNbinsX()+1));
TH1D *htargettmp = new TH1D("htargettmp","", hpumc->GetNbinsX(), hpumc->GetXaxis()->GetXmin(), hpumc->GetXaxis()->GetXmax());
htargettmp->Sumw2();
for (int ibin = 0; ibin<=(htargettmp->GetNbinsX()+1); ++ibin) {
htargettmp->Fill(htargettmp->GetBinCenter(ibin),target->GetBinContent(target->FindFixBin(htargettmp->GetBinCenter(ibin))));
}
htargettmp->Scale(1.0/htargettmp->Integral(0,htargettmp->GetNbinsX()+1));
TH1D *puweights = new TH1D((*htargettmp)/(*hpumc));
delete htargettmp;
return puweights;
}
//*************************************************************************************************
//Main part of the macro
//*************************************************************************************************
void AnalyzeYYPhotonEvent(const string InputFilename) {
TTree* YYTree = getTreeFromFile(InputFilename.c_str());
assert(YYTree);
YYPhotonEvent photon(YYTree);
TH1D *plot = new TH1D("hPlot", ";XAxis; Number of Events ", 6, -3,3);
for (int n=0;n<YYTree->GetEntries();n++) {
photon.GetEntry(n);
Double_t weight = photon.photon_branch_weight;
//cout << weight << " " << photon.photon_branch_NPhotons << endl;
if (photon.photon_branch_NPhotons > 0 ) {
plot->Fill(photon.photon_branch_Photon1Eta);
}
}
TCanvas *c = new TCanvas("canvas" , "canvas" , 800, 600);
plot->DrawCopy();
}
void DrawphiDis() {
int ifile=0;
TFile *f = TFile::Open(Form("/cms/store/user/qixu/flow/NewSTEG/pPbDataV205m300/vndata_50k_%d.root",ifile));
TTree *t = (TTree*)f->Get("tree");
Float_t eta[1000];
Float_t phi[1000];
TH1D* hphi = new TH1D("hphi","hphi",100,-2.4,2.4);
int n;
t->SetBranchAddress("etag",eta);
t->SetBranchAddress("phig",phi);
t->SetBranchAddress("n",&n);
Int_t N = t->GetEntries();
for(int ievt=0; ievt<N; ievt++) {
// if(ievt!=0) continue;
// if(ievt%50000==0) cout<<"Processing "<<ievt<<" events"<<endl;
t->GetEntry(ievt);
for(int imult = 0; imult<n; imult++) {
hphi->Fill(eta[imult]);
}
}
// cout<<hphi->Integral("width")/2/TMath::Pi()<<endl;
// cout<<hphi->GetMean(2)<<endl;
hphi->Draw();
}
int main(int argc, char *argv[]){
/////////////////////////////////////
if (argc != 6)
{
std::cout << "Please enter something like: ./run \"filelist_WJets_PU20bx25_100_200.txt\" \"WJets_PU20bx25_100_200\" \"Results\" \"00\" \"0\" " << std::endl;
return EXIT_FAILURE;
}
//get the inputs from user
const string InRootList = argv[1];
const string subSampleKey = argv[2];
const string Outdir = argv[3];
const string inputnumber = argv[4];
const string verbosity = argv[5];
//////////////////////////////////////
int verbose = atoi(verbosity.c_str());
//some varaibles
char filenames[500];
vector<string> filesVec;
ifstream fin(InRootList.c_str());
TChain *sample_AUX = new TChain("TreeMaker2/PreSelection");
char tempname[200];
vector<TH1D > vec;
map<int, string> eventType;
map<string , vector<TH1D> > cut_histvec_map;
map<string, map<string , vector<TH1D> > > map_map;
map<string, histClass> histobjmap;
histClass histObj;
//build a vector of histograms
TH1D weight_hist = TH1D("weight", "Weight Distribution", 5,0,5);
vec.push_back(weight_hist);
TH1D RA2HT_hist = TH1D("HT","HT Distribution",50,0,5000);
RA2HT_hist.Sumw2();
vec.push_back(RA2HT_hist);
TH1D RA2MHT_hist = TH1D("MHT","MHT Distribution",100,0,5000);
RA2MHT_hist.Sumw2();
vec.push_back(RA2MHT_hist);
TH1D RA2NJet_hist = TH1D("NJet","Number of Jets Distribution",20,0,20);
RA2NJet_hist.Sumw2();
vec.push_back(RA2NJet_hist);
TH1D RA2NBtag_hist = TH1D("NBtag","Number of Btag Distribution",20,0,20);
RA2NBtag_hist.Sumw2();
vec.push_back(RA2NBtag_hist);
int Nhists=((int)(vec.size())-1);//-1 is because weight shouldn't be counted.
///read the file names from the .txt files and load them to a vector.
while(fin.getline(filenames, 500) ){filesVec.push_back(filenames);}
cout<< "\nProcessing " << subSampleKey << " ... " << endl;
for(unsigned int in=0; in<filesVec.size(); in++){ sample_AUX->Add(filesVec.at(in).c_str()); }
// --- Analyse the events --------------------------------------------
// Interface to the event content
Events * evt = new Events(sample_AUX, subSampleKey,verbose);
// Get a pointer to the Selection class
Selection2 * sel = new Selection2();
// For each selection, cut, make a vector containing the same histograms as those in vec
for(int i=0; i<(int) sel->cutName().size();i++){
cut_histvec_map[sel->cutName()[i]]=vec;
}
// Define different event categories
eventType[0]="allEvents";
//initialize a map between string and maps. copy the map of histvecs into each
for(int i=0; i< eventType.size();i++){
map_map[eventType[i]]=cut_histvec_map;
}
//initialize histobjmap
for(map<string , vector<TH1D> >::iterator it=cut_histvec_map.begin(); it!=cut_histvec_map.end();it++){
histobjmap[it->first]=histObj;
}
TH1D* TauIDhist = new TH1D("yield_tauId","Yield after tau Id",200,0.,200.);
TH1D* TauIDhist_trk = new TH1D("yield_tauId_trk","Yield after trk veto and tau Id",200,0.,200.);
map <int,string> idMap;
int IdNum_=0;
for(int iPile=0;iPile<4;iPile++){
for(int iIso=0;iIso<4;iIso++){
for(int iMu=0;iMu<3;iMu++){
for(int iElec=0;iElec<4;iElec++){
IdNum_++;
ostringstream binS_;
binS_ << (1+iPile)+10*(1+iIso)+100*(1+iMu)+1000*(1+iElec);
idMap[IdNum_]=binS_.str();
TauIDhist->GetXaxis()->SetBinLabel(IdNum_,binS_.str().c_str());
TauIDhist_trk->GetXaxis()->SetBinLabel(IdNum_,binS_.str().c_str());
}
}
}
}
// Introduce cutflow histogram to monior event yields for early preselection
TH1D* cutflow_preselection = new TH1D("cutflow_preselection","cutflow_preselectoion",
11,0.,11.);
cutflow_preselection->GetXaxis()->SetBinLabel(1,"All Events");
cutflow_preselection->GetXaxis()->SetBinLabel(2,"Sample based gen-selection");
cutflow_preselection->GetXaxis()->SetBinLabel(3,"HBHEIsoNoiseFilter");
cutflow_preselection->GetXaxis()->SetBinLabel(4,"eeBadScFilter");
cutflow_preselection->GetXaxis()->SetBinLabel(5,"HBHENoiseFilter");
cutflow_preselection->GetXaxis()->SetBinLabel(6,"GoodVtx");
cutflow_preselection->GetXaxis()->SetBinLabel(7,"JetID Cleaning");
int sampletype=-1;
if(subSampleKey.find("TTbar_Inclusive")!=string::npos)sampletype=0; //TTbar_Inclusive
else if(subSampleKey.find("TTbar_Tbar_SingleLep")!=string::npos || subSampleKey.find("TTbar_T_SingleLep")!=string::npos)sampletype=1;
else if(subSampleKey.find("TTbar_DiLept")!=string::npos)sampletype=2;
else if(subSampleKey.find("TTbar_HT_600_800")!=string::npos)sampletype=3;
else if(subSampleKey.find("TTbar_HT_800_1200")!=string::npos)sampletype=4;
else if(subSampleKey.find("TTbar_HT_1200_2500")!=string::npos)sampletype=5;
else if(subSampleKey.find("TTbar_HT_2500_Inf")!=string::npos)sampletype=6;
else if(subSampleKey.find("TTbar")!=string::npos){
cout << " TT sample is not known. Please check the second input \n " ;
return 2;
}
int TotNEve_ = utils2::TotNEve(subSampleKey);
// Loop over the events (tree entries)
int eventN=0;
while( evt->loadNext() ){
//if(eventN>1000)break;
// Total weight
//double totWeight = evt->weight()*1.;
double totWeight = 10000.*evt->XS()/TotNEve_;
//printf(" XS: %g NEvents: %d weight: %g \n ",evt->XS(),TotNEve_,totWeight);
cutflow_preselection->Fill(0.,totWeight); // keep track of all events processed
if(!evt->DataBool_()){
if(sampletype==0){
if(evt->gen_ht()>600||evt->GenElecPtVec_().size()>0||evt->GenMuPtVec_().size()>0||evt->GenTauPtVec_().size()>0)continue;
}
if(sampletype==1){
if(evt->gen_ht()>600)continue;
}
if(sampletype==2){
if(evt->gen_ht()>600)continue;
}
}
cutflow_preselection->Fill(1.,totWeight);
if(evt->HBHEIsoNoiseFilter_()==0)continue;
cutflow_preselection->Fill(2.,totWeight);
if(evt->eeBadScFilter_()==0)continue;
cutflow_preselection->Fill(3.,totWeight);
if(evt->HBHENoiseFilter_()==0)continue;
cutflow_preselection->Fill(4.,totWeight);
if(!(evt->NVtx_() >0))continue;
cutflow_preselection->Fill(5.,totWeight);
// Through out an event that contains HTjets with bad id
if(evt->JetId()==0)continue;
cutflow_preselection->Fill(6.,totWeight); // events passing JetID event cleaning
vector<TLorentzVector> genTauJetLorVec;
for(int i=0;i<evt->GenTauLorVec()->size();i++){
TLorentzVector tempVec(evt->GenTauLorVec()->at(i).Px()-evt->GenTauNuLorVec()->at(i).Px(),
evt->GenTauLorVec()->at(i).Py()-evt->GenTauNuLorVec()->at(i).Py(),
evt->GenTauLorVec()->at(i).Pz()-evt->GenTauNuLorVec()->at(i).Pz(),
evt->GenTauLorVec()->at(i).Energy()-evt->GenTauNuLorVec()->at(i).Energy()
);
genTauJetLorVec.push_back(tempVec);
}
if(verbose!=0){
printf(" ############# \n Number of gen tau: %d \n ",evt->GenTauPtVec_().size());
for(int i=0; i < genTauJetLorVec.size(); i++){
if(evt->GenTauHadVec_()[i]==1 && genTauJetLorVec.at(i).Pt() > 18.){
printf(" genTauJet: Pt: %g Eta: %g Phi: %g \n ",genTauJetLorVec.at(i).Pt(),genTauJetLorVec.at(i).Eta(),genTauJetLorVec.at(i).Phi());
for(int i=0; i<evt->TauLorVec_()->size(); i++){
printf(" \n patTau: pt: %g eta: %g phi: %g \n ",evt->TauLorVec_()->at(i).Pt(),evt->TauLorVec_()->at(i).Eta(),evt->TauLorVec_()->at(i).Phi());
printf(" Tauid => id1: %g id2: %g id3: %g id4: %g id5: %g id6: %g id7: %g id8: %g id9: %g id10: %g id11: %g \n ",evt->tauId1()->at(i),evt->tauId2()->at(i),evt->tauId3()->at(i),evt->tauId4()->at(i),evt->tauId5()->at(i),evt->tauId6()->at(i),evt->tauId7()->at(i),evt->tauId8()->at(i),evt->tauId9()->at(i),evt->tauId10()->at(i),evt->tauId11()->at(i));
}
}
}
}
//printf("nTau=> 2233: %d 2243: %d 2333: %d 4333: %d 1333: %d \n ",evt->nTauMap()[2233],evt->nTauMap()[2243],evt->nTauMap()[2333],evt->nTauMap()[4333],evt->nTauMap()[1333]);
// Print out some information
if(verbose!=0){
printf(" ########################### \n event #: %d \n",eventN);
printf(" ht: %g mht: %g nJets: %d nBtags: %d nIsoElec: %d nIsoMu: %d nIsoPion: %d nLeptons: %d \n ",evt->ht(),evt->mht(),evt->nJets(),evt->nBtags(),evt->nIsoElec(),evt->nIsoMu(),evt->nIsoPion(),evt->nLeptons());
printf(" @@@@\n Jets section: \n Njets: %d \n ", evt->nJets());
for(int i=0;i<evt->JetsPtVec_().size();i++){
printf("jet#: %d pt: %g eta: %g phi: %g \n ",i+1,evt->JetsPtVec_()[i],evt->JetsEtaVec_()[i],evt->JetsPhiVec_()[i]);
}
printf(" @@@@\n Muons section: \n Nmuons: %d \n ", evt->MuPtVec_().size());
for(int i=0;i<evt->MuPtVec_().size();i++){
printf("Muon#: %d pt: %g eta: %g phi: %g \n ",i+1,evt->MuPtVec_()[i],evt->MuEtaVec_()[i],evt->MuPhiVec_()[i]);
}
}
//printf(" mu from tau: %d elec from tau : %d hadronicTau: %d \n ", evt->GenMu_GenMuFromTau_(), evt->GenElec_GenElecFromTau_(),evt->GenTau_GenTauHad_());
//printf(" #Mu: %d #Tau: %d \n ", evt->GenMuPtVec_().size(), evt->GenTauPtVec_().size());
// count the number of taus for all possible combinations of tau id s
vector<int> NtauVec(200,0);
// apply the baseline cuts here to study the tau id s
if(sel->nolep(evt->nLeptons())&&sel->Njet_4(evt->nJets())&&sel->ht_500(evt->ht())&&
sel->mht_200(evt->mht())&&sel->MuIsoTrk(evt->nIsoMu())&&sel->ElecIsoTrk(evt->nIsoElec())&&
sel->dphi(evt->deltaPhi1(),evt->deltaPhi2(),evt->deltaPhi3(),evt->deltaPhi4()))
{
for(int i=0; i<evt->TauLorVec_()->size(); i++){
// 4 categories of tau id. First is anti-elec which has 3 id's. We also insert a 1 which means non of them are applied.
// the following 4 lines correspond whith each of the categories in the tau id.
int tauIdElec[4]={1,(int)evt->tauId1()->at(i),(int)evt->tauId2()->at(i),(int)evt->tauId3()->at(i)};
int tauIdMu[3] ={1,(int)evt->tauId4()->at(i),(int)evt->tauId5()->at(i)};
int tauIdIso[4] ={1,(int)evt->tauId6()->at(i),(int)evt->tauId7()->at(i),(int)evt->tauId8()->at(i)};
int tauIdPile[4]={1,(int)evt->tauId9()->at(i),(int)evt->tauId10()->at(i),(int)evt->tauId11()->at(i)};
/*
printf(" id1: %d id2: %d id3: %d id4: %d id5: %d id6: %d id7: %d id8: %d id9: %d id10: %d id11: %d \n",
(int)evt->tauId1()->at(i),(int)evt->tauId2()->at(i),(int)evt->tauId3()->at(i),(int)evt->tauId4()->at(i),
(int)evt->tauId5()->at(i),(int)evt->tauId6()->at(i),(int)evt->tauId7()->at(i),(int)evt->tauId8()->at(i),
(int)evt->tauId9()->at(i),(int)evt->tauId10()->at(i),(int)evt->tauId11()->at(i));
*/
int IdNum=0;
for(int iPile=0;iPile<(sizeof(tauIdPile)/sizeof(tauIdPile[0]));iPile++){
for(int iIso=0;iIso<(sizeof(tauIdIso)/sizeof(tauIdIso[0]));iIso++){
for(int iMu=0;iMu<(sizeof(tauIdMu)/sizeof(tauIdMu[0]));iMu++){
for(int iElec=0;iElec<(sizeof(tauIdElec)/sizeof(tauIdElec[0]));iElec++){
IdNum++;
if(tauIdElec[iElec]==1&&tauIdMu[iMu]==1&&tauIdIso[iIso]==1&&tauIdPile[iPile]==1)NtauVec[IdNum]++;
//printf(" iPile: %d => %d iIso: %d => %d iMu: %d => %d iElec: %d => %d \n",iPile,tauIdPile[iPile],iIso,tauIdIso[iIso],iMu,tauIdMu[iMu],iElec,tauIdElec[iElec]);
//printf(" id #: %d nTau: %d \n ",IdNum,NtauVec[IdNum]);
}
}
}
}
}
for(int iId=0; iId<NtauVec.size();iId++){
//printf(" @ \n iId: %d -> %s \n ",iId,idMap[iId].c_str());
if(NtauVec[iId]==0){
TauIDhist->Fill(iId-1,totWeight);
//cout << " filled \n ";
if(sel->PionIsoTrk(evt->nIsoPion()))TauIDhist_trk->Fill(iId-1,totWeight);
}
}
}
// Build and array that contains the quantities we need a histogram for.
// Here order is important and must be the same as RA2nocutvec
double eveinfvec[] = {totWeight,(double) evt->ht(),(double) evt->mht() ,(double) evt->nJets(),(double) evt->nBtags()}; //the last one gives the RA2 defined number of jets.
//loop over all the different backgrounds: "allEvents", "Wlv", "Zvv"
for(map<string, map<string , vector<TH1D> > >::iterator itt=map_map.begin(); itt!=map_map.end();itt++){//this will be terminated after the cuts
////determine what type of background should pass
if(itt->first=="allEvents"){//all the cuts are inside this
//Cuts//Cuts//Cuts//Cuts//Cuts//Cuts//Cuts//Cuts//Cuts//Cuts//Cuts//Cuts//Cuts//Cuts//Cuts//Cuts//Cuts//Cuts//Cuts//Cuts
//////loop over cut names and fill the histograms
for(map<string , vector<TH1D> >::iterator ite=cut_histvec_map.begin(); ite!=cut_histvec_map.end();ite++){
if(sel->checkcut(ite->first,evt->ht(),evt->mht(),evt->deltaPhi1(),evt->deltaPhi2(),evt->deltaPhi3(),evt->deltaPhi4(),evt->nJets(),evt->nBtags(),evt->nLeptons(),evt->nIsoElec(),evt->nIsoMu(),evt->nIsoPion(),evt->nTauMap()[2233],evt->nTauMap()[2243],evt->nTauMap()[2333],evt->nTauMap()[4333],evt->nTauMap()[1333])==true){
histobjmap[ite->first].fill(Nhists,&eveinfvec[0] ,&itt->second[ite->first][0]);
}
}//end of loop over cut names
////EndOfCuts//EndOfCuts//EndOfCuts//EndOfCuts//EndOfCuts//EndOfCuts//EndOfCuts//EndOfCuts//EndOfCuts//EndOfCuts
}//end of bg_type determination
}//end of loop over all the different backgrounds: "allEvents", "Wlv", "Zvv"
eventN++;
} // End of loop over events
//open a file to write the histograms
sprintf(tempname,"%s/results_%s_%s.root",Outdir.c_str(),subSampleKey.c_str(),inputnumber.c_str());
TFile *resFile = new TFile(tempname, "RECREATE");
TDirectory *cdtoitt;
TDirectory *cdtoit;
cutflow_preselection->Write();
TauIDhist->Write();
TauIDhist_trk->Write();
// Loop over different event categories (e.g. "All events, Wlnu, Zll, Zvv, etc")
for(int iet=0;iet<(int)eventType.size();iet++){
for(map<string, map<string , vector<TH1D> > >::iterator itt=map_map.begin(); itt!=map_map.end();itt++){
if (eventType[iet]==itt->first){
//KH
////std::cout << (itt->first).c_str() << std::endl;
cdtoitt = resFile->mkdir((itt->first).c_str());
cdtoitt->cd();
for(int i=0; i< (int)sel->cutName().size();i++){
for(map<string , vector<TH1D> >::iterator it=itt->second.begin(); it!=itt->second.end();it++){
if (sel->cutName()[i]==it->first){
cdtoit = cdtoitt->mkdir((it->first).c_str());
cdtoit->cd();
int nHist = it->second.size();
for(int i=0; i<nHist; i++){//since we only have 4 type of histograms
sprintf(tempname,"%s_%s_%s",it->second[i].GetName(),(it->first).c_str(),(itt->first).c_str());
it->second[i].Write(tempname);
}
cdtoitt->cd();
}
}
}
}
}
}
}
void fitWm(const TString outputDir, // output directory
const Double_t lumi, // integrated luminosity (/fb)
const Double_t nsigma=0 // vary MET corrections by n-sigmas (nsigma=0 means nominal correction)
) {
gBenchmark->Start("fitWm");
//--------------------------------------------------------------------------------------------------------------
// Settings
//==============================================================================================================
// MET histogram binning and range
const Int_t NBINS = 50;
const Double_t METMAX = 100;
const Double_t PT_CUT = 25;
const Double_t ETA_CUT = 2.1;
// file format for output plots
const TString format("png");
// recoil correction
RecoilCorrector recoilCorr("../Recoil/ZmmData/fits.root");//, (!) uncomment to perform corrections to recoil from W-MC/Z-MC
//"../Recoil/WmpMC/fits.root",
//"../Recoil/WmmMC/fits.root",
//"../Recoil/ZmmMC/fits.root");
// NNLO boson pT k-factors
TFile nnloCorrFile("/data/blue/ksung/EWKAna/8TeV/Utils/Ratio.root");
TH1D *hNNLOCorr = (TH1D*)nnloCorrFile.Get("RpT_B");
//
// input ntuple file names
//
enum { eData, eWmunu, eEWK, eAntiData, eAntiWmunu, eAntiEWK }; // data type enum
vector<TString> fnamev;
vector<Int_t> typev;
fnamev.push_back("/data/blue/ksung/EWKAna/8TeV/Selection/Wmunu/ntuples/data_select.root"); typev.push_back(eData);
fnamev.push_back("/data/blue/ksung/EWKAna/8TeV/Selection/Wmunu/ntuples/wm_select.root"); typev.push_back(eWmunu);
fnamev.push_back("/data/blue/ksung/EWKAna/8TeV/Selection/Wmunu/ntuples/ewk_select.root"); typev.push_back(eEWK);
fnamev.push_back("/data/blue/ksung/EWKAna/8TeV/Selection/Wmunu/ntuples/top_select.root"); typev.push_back(eEWK);
fnamev.push_back("/data/blue/ksung/EWKAna/8TeV/Selection/AntiWmunu/ntuples/data_select.root"); typev.push_back(eAntiData);
fnamev.push_back("/data/blue/ksung/EWKAna/8TeV/Selection/AntiWmunu/ntuples/wm_select.root"); typev.push_back(eAntiWmunu);
fnamev.push_back("/data/blue/ksung/EWKAna/8TeV/Selection/AntiWmunu/ntuples/ewk_select.root"); typev.push_back(eAntiEWK);
fnamev.push_back("/data/blue/ksung/EWKAna/8TeV/Selection/AntiWmunu/ntuples/top_select.root"); typev.push_back(eAntiEWK);
//--------------------------------------------------------------------------------------------------------------
// Main analysis code
//==============================================================================================================
// Create output directory
gSystem->mkdir(outputDir,kTRUE);
CPlot::sOutDir = outputDir;
//
// Declare MET histograms
//
TH1D *hDataMet = new TH1D("hDataMet","", NBINS,0,METMAX); hDataMet->Sumw2();
TH1D *hDataMetm = new TH1D("hDataMetm","", NBINS,0,METMAX); hDataMetm->Sumw2();
TH1D *hDataMetp = new TH1D("hDataMetp","", NBINS,0,METMAX); hDataMetp->Sumw2();
TH1D *hWmunuMet = new TH1D("hWmunuMet","", NBINS,0,METMAX); hWmunuMet->Sumw2();
TH1D *hWmunuMetp = new TH1D("hWmunuMetp","",NBINS,0,METMAX); hWmunuMetp->Sumw2();
TH1D *hWmunuMetm = new TH1D("hWmunuMetm","",NBINS,0,METMAX); hWmunuMetm->Sumw2();
TH1D *hEWKMet = new TH1D("hEWKMet", "", NBINS,0,METMAX); hEWKMet->Sumw2();
TH1D *hEWKMetp = new TH1D("hEWKMetp", "", NBINS,0,METMAX); hEWKMetp->Sumw2();
TH1D *hEWKMetm = new TH1D("hEWKMetm", "", NBINS,0,METMAX); hEWKMetm->Sumw2();
TH1D *hAntiDataMet = new TH1D("hAntiDataMet","", NBINS,0,METMAX); hAntiDataMet->Sumw2();
TH1D *hAntiDataMetm = new TH1D("hAntiDataMetm","", NBINS,0,METMAX); hAntiDataMetm->Sumw2();
TH1D *hAntiDataMetp = new TH1D("hAntiDataMetp","", NBINS,0,METMAX); hAntiDataMetp->Sumw2();
TH1D *hAntiWmunuMet = new TH1D("hAntiWmunuMet","", NBINS,0,METMAX); hAntiWmunuMet->Sumw2();
TH1D *hAntiWmunuMetp = new TH1D("hAntiWmunuMetp","",NBINS,0,METMAX); hAntiWmunuMetp->Sumw2();
TH1D *hAntiWmunuMetm = new TH1D("hAntiWmunuMetm","",NBINS,0,METMAX); hAntiWmunuMetm->Sumw2();
TH1D *hAntiEWKMet = new TH1D("hAntiEWKMet", "", NBINS,0,METMAX); hAntiEWKMet->Sumw2();
TH1D *hAntiEWKMetp = new TH1D("hAntiEWKMetp", "", NBINS,0,METMAX); hAntiEWKMetp->Sumw2();
TH1D *hAntiEWKMetm = new TH1D("hAntiEWKMetm", "", NBINS,0,METMAX); hAntiEWKMetm->Sumw2();
//
// Declare variables to read in ntuple
//
UInt_t runNum, lumiSec, evtNum;
UInt_t npv, npu;
Float_t genVPt, genVPhi;
Float_t scale1fb;
Float_t met, metPhi, sumEt, mt, u1, u2;
Int_t q;
LorentzVector *lep=0;
Float_t pfChIso, pfGamIso, pfNeuIso;
TFile *infile=0;
TTree *intree=0;
//
// Loop over files
//
for(UInt_t ifile=0; ifile<fnamev.size(); ifile++) {
// Read input file and get the TTrees
cout << "Processing " << fnamev[ifile] << "..." << endl;
infile = new TFile(fnamev[ifile]); assert(infile);
intree = (TTree*)infile->Get("Events"); assert(intree);
intree->SetBranchAddress("runNum", &runNum); // event run number
intree->SetBranchAddress("lumiSec", &lumiSec); // event lumi section
intree->SetBranchAddress("evtNum", &evtNum); // event number
intree->SetBranchAddress("npv", &npv); // number of primary vertices
intree->SetBranchAddress("npu", &npu); // number of in-time PU events (MC)
intree->SetBranchAddress("genVPt", &genVPt); // GEN W boson pT (signal MC)
intree->SetBranchAddress("genVPhi", &genVPhi); // GEN W boson phi (signal MC)
intree->SetBranchAddress("scale1fb", &scale1fb); // event weight per 1/fb (MC)
intree->SetBranchAddress("met", &met); // MET
intree->SetBranchAddress("metPhi", &metPhi); // phi(MET)
intree->SetBranchAddress("sumEt", &sumEt); // Sum ET
intree->SetBranchAddress("mt", &mt); // transverse mass
intree->SetBranchAddress("u1", &u1); // parallel component of recoil
intree->SetBranchAddress("u2", &u2); // perpendicular component of recoil
intree->SetBranchAddress("q", &q); // lepton charge
intree->SetBranchAddress("lep", &lep); // lepton 4-vector
intree->SetBranchAddress("pfChIso", &pfChIso);
intree->SetBranchAddress("pfGamIso", &pfGamIso);
intree->SetBranchAddress("pfNeuIso", &pfNeuIso);
//
// loop over events
//
for(UInt_t ientry=0; ientry<intree->GetEntries(); ientry++) {
intree->GetEntry(ientry);
if(lep->Pt() < PT_CUT) continue;
if(fabs(lep->Eta()) > ETA_CUT) continue;
if( (typev[ifile]==eAntiData || typev[ifile]==eAntiWmunu || typev[ifile]==eAntiEWK) &&
(pfChIso+pfGamIso+pfNeuIso)>0.5*(lep->Pt()) )
continue;
if(typev[ifile]==eData) {
hDataMet->Fill(met);
if(q>0) { hDataMetp->Fill(met); }
else { hDataMetm->Fill(met); }
} else if(typev[ifile]==eAntiData) {
hAntiDataMet->Fill(met);
if(q>0) { hAntiDataMetp->Fill(met); }
else { hAntiDataMetm->Fill(met); }
} else {
Double_t weight = 1;
weight *= scale1fb*lumi;
if(typev[ifile]==eWmunu) {
Double_t corrMet=met, corrMetPhi=metPhi;
// apply recoil corrections to W MC
Double_t lepPt = lep->Pt();
//Double_t lepPt = gRandom->Gaus(lep->Pt(),0.5); // (!) uncomment to apply scale/res corrections to MC
recoilCorr.Correct(corrMet,corrMetPhi,genVPt,genVPhi,lepPt,lep->Phi(),nsigma,q);
Double_t nnlocorr=1;
for(Int_t ibin=1; ibin<=hNNLOCorr->GetNbinsX(); ibin++) {
if(genVPt >= hNNLOCorr->GetBinLowEdge(ibin) &&
genVPt < (hNNLOCorr->GetBinLowEdge(ibin)+hNNLOCorr->GetBinWidth(ibin)))
nnlocorr = hNNLOCorr->GetBinContent(ibin);
}
//weight *= nnlocorr; // (!) uncomment to apply NNLO corrections
hWmunuMet->Fill(corrMet,weight);
if(q>0) { hWmunuMetp->Fill(corrMet,weight); }
else { hWmunuMetm->Fill(corrMet,weight); }
}
if(typev[ifile]==eAntiWmunu) {
Double_t corrMet=met, corrMetPhi=metPhi;
// apply recoil corrections to W MC
Double_t lepPt = lep->Pt();//gRandom->Gaus(lep->Pt(),0.5);
//Double_t lepPt = gRandom->Gaus(lep->Pt(),0.5); // (!) uncomment to apply scale/res corrections to MC
recoilCorr.Correct(corrMet,corrMetPhi,genVPt,genVPhi,lepPt,lep->Phi(),nsigma,q);
Double_t nnlocorr=1;
for(Int_t ibin=1; ibin<=hNNLOCorr->GetNbinsX(); ibin++) {
if(genVPt >= hNNLOCorr->GetBinLowEdge(ibin) &&
genVPt < (hNNLOCorr->GetBinLowEdge(ibin)+hNNLOCorr->GetBinWidth(ibin)))
nnlocorr = hNNLOCorr->GetBinContent(ibin);
}
//weight *= nnlocorr; // (!) uncomment to apply NNLO corrections
hAntiWmunuMet->Fill(corrMet,weight);
if(q>0) { hAntiWmunuMetp->Fill(corrMet,weight); }
else { hAntiWmunuMetm->Fill(corrMet,weight); }
}
if(typev[ifile]==eEWK) {
hEWKMet->Fill(met,weight);
if(q>0) { hEWKMetp->Fill(met,weight); }
else { hEWKMetm->Fill(met,weight); }
}
if(typev[ifile]==eAntiEWK) {
hAntiEWKMet->Fill(met,weight);
if(q>0) { hAntiEWKMetp->Fill(met,weight); }
else { hAntiEWKMetm->Fill(met,weight); }
}
}
}
}
delete infile;
infile=0, intree=0;
//
// Declare fit parameters for signal and background yields
// Note: W signal and EWK+top PDFs are constrained to the ratio described in MC
//
RooRealVar nSig("nSig","nSig",0.7*(hDataMet->Integral()),0,hDataMet->Integral());
RooRealVar nQCD("nQCD","nQCD",0.3*(hDataMet->Integral()),0,hDataMet->Integral());
RooRealVar cewk("cewk","cewk",0.1,0,5) ;
cewk.setVal(hEWKMet->Integral()/hWmunuMet->Integral());
cewk.setConstant(kTRUE);
RooFormulaVar nEWK("nEWK","nEWK","cewk*nSig",RooArgList(nSig,cewk));
RooRealVar nAntiSig("nAntiSig","nAntiSig",0.05*(hAntiDataMet->Integral()),0,hAntiDataMet->Integral());
RooRealVar nAntiQCD("nAntiQCD","nAntiQCD",0.9*(hDataMet->Integral()),0,hDataMet->Integral());
RooRealVar dewk("dewk","dewk",0.1,0,5) ;
dewk.setVal(hAntiEWKMet->Integral()/hAntiWmunuMet->Integral());
dewk.setConstant(kTRUE);
RooFormulaVar nAntiEWK("nAntiEWK","nAntiEWK","dewk*nAntiSig",RooArgList(nAntiSig,dewk));
RooRealVar nSigp("nSigp","nSigp",0.7*(hDataMetp->Integral()),0,hDataMetp->Integral());
RooRealVar nQCDp("nQCDp","nQCDp",0.3*(hDataMetp->Integral()),0,hDataMetp->Integral());
RooRealVar cewkp("cewkp","cewkp",0.1,0,5) ;
cewkp.setVal(hEWKMetp->Integral()/hWmunuMetp->Integral());
cewkp.setConstant(kTRUE);
RooFormulaVar nEWKp("nEWKp","nEWKp","cewkp*nSigp",RooArgList(nSigp,cewkp));
RooRealVar nAntiSigp("nAntiSigp","nAntiSigp",0.05*(hAntiDataMetp->Integral()),0,hAntiDataMetp->Integral());
RooRealVar nAntiQCDp("nAntiQCDp","nAntiQCDp",0.9*(hAntiDataMetp->Integral()),0,hAntiDataMetp->Integral());
RooRealVar dewkp("dewkp","dewkp",0.1,0,5) ;
dewkp.setVal(hAntiEWKMetp->Integral()/hAntiWmunuMetp->Integral());
dewkp.setConstant(kTRUE);
RooFormulaVar nAntiEWKp("nAntiEWKp","nAntiEWKp","dewkp*nAntiSigp",RooArgList(nAntiSigp,dewkp));
RooRealVar nSigm("nSigm","nSigm",0.7*(hDataMetm->Integral()),0,hDataMetm->Integral());
RooRealVar nQCDm("nQCDm","nQCDm",0.3*(hDataMetm->Integral()),0,hDataMetm->Integral());
RooRealVar cewkm("cewkm","cewkm",0.1,0,5) ;
cewkm.setVal(hEWKMetm->Integral()/hWmunuMetm->Integral());
cewkm.setConstant(kTRUE);
RooFormulaVar nEWKm("nEWKm","nEWKm","cewkm*nSigm",RooArgList(nSigm,cewkm));
RooRealVar nAntiSigm("nAntiSigm","nAntiSigm",0.05*(hAntiDataMetm->Integral()),0,hAntiDataMetm->Integral());
RooRealVar nAntiQCDm("nAntiQCDm","nAntiQCDm",0.9*(hAntiDataMetm->Integral()),0,hAntiDataMetm->Integral());
RooRealVar dewkm("dewkm","dewkm",0.1,0,5) ;
dewkm.setVal(hAntiEWKMetm->Integral()/hAntiWmunuMetm->Integral());
dewkm.setConstant(kTRUE);
RooFormulaVar nAntiEWKm("nAntiEWKm","nAntiEWKm","dewkm*nAntiSigm",RooArgList(nAntiSigm,dewkm));
//
// Construct PDFs for fitting
//
RooRealVar pfmet("pfmet","pfmet",0,METMAX);
pfmet.setBins(NBINS);
// Signal PDFs
RooDataHist wmunuMet ("wmunuMET", "wmunuMET", RooArgSet(pfmet),hWmunuMet); RooHistPdf pdfWm ("wm", "wm", pfmet,wmunuMet, 1);
RooDataHist wmunuMetp("wmunuMETp","wmunuMETp",RooArgSet(pfmet),hWmunuMetp); RooHistPdf pdfWmp("wmp","wmp",pfmet,wmunuMetp,1);
RooDataHist wmunuMetm("wmunuMETm","wmunuMETm",RooArgSet(pfmet),hWmunuMetm); RooHistPdf pdfWmm("wmm","wmm",pfmet,wmunuMetm,1);
// EWK+top PDFs
RooDataHist ewkMet ("ewkMET", "ewkMET", RooArgSet(pfmet),hEWKMet); RooHistPdf pdfEWK ("ewk", "ewk", pfmet,ewkMet, 1);
RooDataHist ewkMetp("ewkMETp","ewkMETp",RooArgSet(pfmet),hEWKMetp); RooHistPdf pdfEWKp("ewkp","ewkp",pfmet,ewkMetp,1);
RooDataHist ewkMetm("ewkMETm","ewkMETm",RooArgSet(pfmet),hEWKMetm); RooHistPdf pdfEWKm("ewkm","ewkm",pfmet,ewkMetm,1);
// QCD Pdfs
CPepeModel1 qcd("qcd",pfmet);
CPepeModel1 qcdp("qcdp",pfmet);
CPepeModel1 qcdm("qcdm",pfmet);
// Signal + Background PDFs
RooAddPdf pdfMet ("pdfMet", "pdfMet", RooArgList(pdfWm,pdfEWK,*(qcd.model)), RooArgList(nSig,nEWK,nQCD));
RooAddPdf pdfMetp("pdfMetp","pdfMetp",RooArgList(pdfWmp,pdfEWKp,*(qcdp.model)),RooArgList(nSigp,nEWKp,nQCDp));
RooAddPdf pdfMetm("pdfMetm","pdfMetm",RooArgList(pdfWmm,pdfEWKm,*(qcdm.model)),RooArgList(nSigm,nEWKm,nQCDm));
// Anti-Signal PDFs
RooDataHist awmunuMet ("awmunuMET", "awmunuMET", RooArgSet(pfmet),hAntiWmunuMet); RooHistPdf apdfWm ("awm", "awm", pfmet,awmunuMet, 1);
RooDataHist awmunuMetp("awmunuMETp","awmunuMETp",RooArgSet(pfmet),hAntiWmunuMetp); RooHistPdf apdfWmp("awmp","awmp",pfmet,awmunuMetp,1);
RooDataHist awmunuMetm("awmunuMETm","awmunuMETm",RooArgSet(pfmet),hAntiWmunuMetm); RooHistPdf apdfWmm("awmm","awmm",pfmet,awmunuMetm,1);
// Anti-EWK+top PDFs
RooDataHist aewkMet ("aewkMET", "aewkMET", RooArgSet(pfmet),hAntiEWKMet); RooHistPdf apdfEWK ("aewk", "aewk", pfmet,aewkMet, 1);
RooDataHist aewkMetp("aewkMETp","aewkMETp",RooArgSet(pfmet),hAntiEWKMetp); RooHistPdf apdfEWKp("aewkp","aewkp",pfmet,aewkMetp,1);
RooDataHist aewkMetm("aewkMETm","aewkMETm",RooArgSet(pfmet),hAntiEWKMetm); RooHistPdf apdfEWKm("aewkm","aewkm",pfmet,aewkMetm,1);
// Anti-QCD Pdfs
CPepeModel1 aqcd("aqcd",pfmet,qcd.a1);
CPepeModel1 aqcdp("aqcdp",pfmet,qcdp.a1);
CPepeModel1 aqcdm("aqcdm",pfmet,qcdm.a1);
// Anti-selection PDFs
RooAddPdf apdfMet ("apdfMet", "apdfMet", RooArgList(apdfWm,apdfEWK,*(aqcd.model)), RooArgList(nAntiSig,nAntiEWK,nAntiQCD));
RooAddPdf apdfMetp("apdfMetp","apdfMetp",RooArgList(apdfWmp,apdfEWKp,*(aqcdp.model)),RooArgList(nAntiSigp,nAntiEWKp,nAntiQCDp));
RooAddPdf apdfMetm("apdfMetm","apdfMetm",RooArgList(apdfWmm,apdfEWKm,*(aqcdm.model)),RooArgList(nAntiSigm,nAntiEWKm,nAntiQCDm));
// PDF for simultaneous fit
RooCategory rooCat("rooCat","rooCat");
rooCat.defineType("Select");
rooCat.defineType("Anti");
RooSimultaneous pdfTotal("pdfTotal","pdfTotal",rooCat);
pdfTotal.addPdf(pdfMet, "Select");
pdfTotal.addPdf(apdfMet,"Anti");
RooSimultaneous pdfTotalp("pdfTotalp","pdfTotalp",rooCat);
pdfTotalp.addPdf(pdfMetp, "Select");
pdfTotalp.addPdf(apdfMetp,"Anti");
RooSimultaneous pdfTotalm("pdfTotalm","pdfTotalm",rooCat);
pdfTotalm.addPdf(pdfMetm, "Select");
pdfTotalm.addPdf(apdfMetm,"Anti");
//
// Perform fits
//
RooDataHist dataMet("dataMet", "dataMet", RooArgSet(pfmet), hDataMet);
RooDataHist antiMet("antiMet", "antiMet", RooArgSet(pfmet), hAntiDataMet);
RooDataHist dataTotal("dataTotal","dataTotal", RooArgList(pfmet), Index(rooCat),
Import("Select", dataMet),
Import("Anti", antiMet));
RooFitResult *fitRes = pdfTotal.fitTo(dataTotal,Extended(),Minos(kTRUE),Save(kTRUE));
RooDataHist dataMetp("dataMetp", "dataMetp", RooArgSet(pfmet), hDataMetp);
RooDataHist antiMetp("antiMetp", "antiMetp", RooArgSet(pfmet), hAntiDataMetp);
RooDataHist dataTotalp("dataTotalp","dataTotalp", RooArgList(pfmet), Index(rooCat),
Import("Select", dataMetp),
Import("Anti", antiMetp));
RooFitResult *fitResp = pdfTotalp.fitTo(dataTotalp,Extended(),Minos(kTRUE),Save(kTRUE));
RooDataHist dataMetm("dataMetm", "dataMetm", RooArgSet(pfmet), hDataMetm);
RooDataHist antiMetm("antiMetm", "antiMetm", RooArgSet(pfmet), hAntiDataMetm);
RooDataHist dataTotalm("dataTotalm","dataTotalm", RooArgList(pfmet), Index(rooCat),
Import("Select", dataMetm),
Import("Anti", antiMetm));
RooFitResult *fitResm = pdfTotalm.fitTo(dataTotalm,Extended(),Minos(kTRUE),Save(kTRUE));
//
// Use histogram version of fitted PDFs to make ratio plots
// (Will also use PDF histograms later for Chi^2 and KS tests)
//
TH1D *hPdfMet = (TH1D*)(pdfMet.createHistogram("hPdfMet", pfmet));
hPdfMet->Scale((nSig.getVal()+nEWK.getVal()+nQCD.getVal())/hPdfMet->Integral());
TH1D *hMetDiff = makeDiffHist(hDataMet,hPdfMet,"hMetDiff");
hMetDiff->SetMarkerStyle(kFullCircle);
hMetDiff->SetMarkerSize(0.9);
TH1D *hPdfMetp = (TH1D*)(pdfMetp.createHistogram("hPdfMetp", pfmet));
hPdfMetp->Scale((nSigp.getVal()+nEWKp.getVal()+nQCDp.getVal())/hPdfMetp->Integral());
TH1D *hMetpDiff = makeDiffHist(hDataMetp,hPdfMetp,"hMetpDiff");
hMetpDiff->SetMarkerStyle(kFullCircle);
hMetpDiff->SetMarkerSize(0.9);
TH1D *hPdfMetm = (TH1D*)(pdfMetm.createHistogram("hPdfMetm", pfmet));
hPdfMetm->Scale((nSigm.getVal()+nEWKm.getVal()+nQCDm.getVal())/hPdfMetm->Integral());
TH1D *hMetmDiff = makeDiffHist(hDataMetm,hPdfMetm,"hMetmDiff");
hMetmDiff->SetMarkerStyle(kFullCircle);
hMetmDiff->SetMarkerSize(0.9);
TH1D *hPdfAntiMet = (TH1D*)(apdfMet.createHistogram("hPdfAntiMet", pfmet));
hPdfAntiMet->Scale((nAntiSig.getVal()+nAntiEWK.getVal()+nAntiQCD.getVal())/hPdfAntiMet->Integral());
TH1D *hAntiMetDiff = makeDiffHist(hAntiDataMet,hPdfAntiMet,"hAntiMetDiff");
hAntiMetDiff->SetMarkerStyle(kFullCircle);
hAntiMetDiff->SetMarkerSize(0.9);
TH1D *hPdfAntiMetp = (TH1D*)(apdfMetp.createHistogram("hPdfAntiMetp", pfmet));
hPdfAntiMetp->Scale((nAntiSigp.getVal()+nAntiEWKp.getVal()+nAntiQCDp.getVal())/hPdfAntiMetp->Integral());
TH1D *hAntiMetpDiff = makeDiffHist(hAntiDataMetp,hPdfAntiMetp,"hAntiMetpDiff");
hAntiMetpDiff->SetMarkerStyle(kFullCircle);
hAntiMetpDiff->SetMarkerSize(0.9);
TH1D *hPdfAntiMetm = (TH1D*)(apdfMetm.createHistogram("hPdfAntiMetm", pfmet));
hPdfAntiMetm->Scale((nAntiSigm.getVal()+nAntiEWKm.getVal()+nAntiQCDm.getVal())/hPdfAntiMetm->Integral());
TH1D *hAntiMetmDiff = makeDiffHist(hAntiDataMetm,hPdfAntiMetm,"hAntiMetmDiff");
hAntiMetmDiff->SetMarkerStyle(kFullCircle);
hAntiMetmDiff->SetMarkerSize(0.9);
//--------------------------------------------------------------------------------------------------------------
// Make plots
//==============================================================================================================
TCanvas *c = MakeCanvas("c","c",800,800);
c->Divide(1,2,0,0);
c->cd(1)->SetPad(0,0.3,1.0,1.0);
c->cd(1)->SetTopMargin(0.1);
c->cd(1)->SetBottomMargin(0.01);
c->cd(1)->SetLeftMargin(0.15);
c->cd(1)->SetRightMargin(0.07);
c->cd(1)->SetTickx(1);
c->cd(1)->SetTicky(1);
c->cd(2)->SetPad(0,0,1.0,0.3);
c->cd(2)->SetTopMargin(0.05);
c->cd(2)->SetBottomMargin(0.45);
c->cd(2)->SetLeftMargin(0.15);
c->cd(2)->SetRightMargin(0.07);
c->cd(2)->SetTickx(1);
c->cd(2)->SetTicky(1);
gStyle->SetTitleOffset(1.100,"Y");
TGaxis::SetMaxDigits(3);
char ylabel[100]; // string buffer for y-axis label
// label for lumi
char lumitext[100];
if(lumi<0.1) sprintf(lumitext,"%.1f pb^{-1} at #sqrt{s} = 8 TeV",lumi*1000.);
else sprintf(lumitext,"%.2f fb^{-1} at #sqrt{s} = 8 TeV",lumi);
// plot colors
Int_t linecolorW = kOrange-3;
Int_t fillcolorW = kOrange-2;
Int_t linecolorEWK = kOrange+10;
Int_t fillcolorEWK = kOrange+7;
Int_t linecolorQCD = kViolet+2;
Int_t fillcolorQCD = kViolet-5;
Int_t ratioColor = kGray+2;
//
// Dummy histograms for TLegend
// (I can't figure out how to properly pass RooFit objects...)
//
TH1D *hDummyData = new TH1D("hDummyData","",0,0,10);
hDummyData->SetMarkerStyle(kFullCircle);
hDummyData->SetMarkerSize(0.9);
TH1D *hDummyW = new TH1D("hDummyW","",0,0,10);
hDummyW->SetLineColor(linecolorW);
hDummyW->SetFillColor(fillcolorW);
hDummyW->SetFillStyle(1001);
TH1D *hDummyEWK = new TH1D("hDummyEWK","",0,0,10);
hDummyEWK->SetLineColor(linecolorEWK);
hDummyEWK->SetFillColor(fillcolorEWK);
hDummyEWK->SetFillStyle(1001);
TH1D *hDummyQCD = new TH1D("hDummyQCD","",0,0,10);
hDummyQCD->SetLineColor(linecolorQCD);
hDummyQCD->SetFillColor(fillcolorQCD);
hDummyQCD->SetFillStyle(1001);
//
// W MET plot
//
RooPlot *wmframe = pfmet.frame(Bins(NBINS));
wmframe->GetYaxis()->SetNdivisions(505);
dataMet.plotOn(wmframe,MarkerStyle(kFullCircle),MarkerSize(0.9),DrawOption("ZP"));
pdfMet.plotOn(wmframe,FillColor(fillcolorW),DrawOption("F"));
pdfMet.plotOn(wmframe,LineColor(linecolorW));
pdfMet.plotOn(wmframe,Components(RooArgSet(pdfEWK,*(qcd.model))),FillColor(fillcolorEWK),DrawOption("F"));
pdfMet.plotOn(wmframe,Components(RooArgSet(pdfEWK,*(qcd.model))),LineColor(linecolorEWK));
pdfMet.plotOn(wmframe,Components(RooArgSet(*(qcd.model))),FillColor(fillcolorQCD),DrawOption("F"));
pdfMet.plotOn(wmframe,Components(RooArgSet(*(qcd.model))),LineColor(linecolorQCD));
pdfMet.plotOn(wmframe,Components(RooArgSet(pdfWm)),LineColor(linecolorW),LineStyle(2));
dataMet.plotOn(wmframe,MarkerStyle(kFullCircle),MarkerSize(0.9),DrawOption("ZP"));
sprintf(ylabel,"Events / %.1f GeV",hDataMet->GetBinWidth(1));
CPlot plotMet("fitmet",wmframe,"","",ylabel);
plotMet.SetLegend(0.68,0.57,0.93,0.77);
plotMet.GetLegend()->AddEntry(hDummyData,"data","PL");
plotMet.GetLegend()->AddEntry(hDummyW,"W#rightarrow#mu#nu","F");
plotMet.GetLegend()->AddEntry(hDummyEWK,"EWK+t#bar{t}","F");
plotMet.GetLegend()->AddEntry(hDummyQCD,"QCD","F");
plotMet.AddTextBox(lumitext,0.55,0.80,0.90,0.86,0);
plotMet.AddTextBox("CMS Preliminary",0.63,0.92,0.95,0.99,0);
plotMet.SetYRange(0.1,1.1*(hDataMet->GetMaximum()));
plotMet.Draw(c,kFALSE,format,1);
CPlot plotMetDiff("fitmet","","#slash{E}_{T} [GeV]","#chi");
plotMetDiff.AddHist1D(hMetDiff,"EX0",ratioColor);
plotMetDiff.SetYRange(-8,8);
plotMetDiff.AddLine(0, 0,METMAX, 0,kBlack,1);
plotMetDiff.AddLine(0, 5,METMAX, 5,kBlack,3);
plotMetDiff.AddLine(0,-5,METMAX,-5,kBlack,3);
plotMetDiff.Draw(c,kTRUE,format,2);
plotMet.SetName("fitmetlog");
plotMet.SetLogy();
plotMet.SetYRange(1e-3*(hDataMet->GetMaximum()),10*(hDataMet->GetMaximum()));
plotMet.Draw(c,kTRUE,format,1);
RooPlot *awmframe = pfmet.frame(Bins(NBINS));
antiMet.plotOn(awmframe,MarkerStyle(kFullCircle),MarkerSize(0.9),DrawOption("ZP"));
apdfMet.plotOn(awmframe,FillColor(fillcolorW),DrawOption("F"));
apdfMet.plotOn(awmframe,LineColor(linecolorW));
apdfMet.plotOn(awmframe,Components(RooArgSet(apdfEWK,*(aqcd.model))),FillColor(fillcolorEWK),DrawOption("F"));
apdfMet.plotOn(awmframe,Components(RooArgSet(apdfEWK,*(aqcd.model))),LineColor(linecolorEWK));
apdfMet.plotOn(awmframe,Components(RooArgSet(*(aqcd.model))),FillColor(fillcolorQCD),DrawOption("F"));
apdfMet.plotOn(awmframe,Components(RooArgSet(*(aqcd.model))),LineColor(linecolorQCD));
apdfMet.plotOn(awmframe,Components(RooArgSet(apdfWm)),LineColor(linecolorW),LineStyle(2));
antiMet.plotOn(awmframe,MarkerStyle(kFullCircle),MarkerSize(0.9),DrawOption("ZP"));
sprintf(ylabel,"Events / %.1f GeV",hAntiDataMet->GetBinWidth(1));
CPlot plotAntiMet("fitantimet",awmframe,"","",ylabel);
plotAntiMet.SetLegend(0.68,0.57,0.93,0.77);
plotAntiMet.GetLegend()->AddEntry(hDummyData,"data","PL");
plotAntiMet.GetLegend()->AddEntry(hDummyW,"W#rightarrow#mu#nu","F");
plotAntiMet.GetLegend()->AddEntry(hDummyEWK,"EWK+t#bar{t}","F");
plotAntiMet.GetLegend()->AddEntry(hDummyQCD,"QCD","F");
plotAntiMet.AddTextBox(lumitext,0.55,0.80,0.90,0.86,0);
plotAntiMet.AddTextBox("CMS Preliminary",0.63,0.92,0.95,0.99,0);
plotAntiMet.SetYRange(0.1,1.1*(hAntiDataMet->GetMaximum()));
plotAntiMet.Draw(c,kFALSE,format,1);
CPlot plotAntiMetDiff("fitantimet","","#slash{E}_{T} [GeV]","#chi");
plotAntiMetDiff.AddHist1D(hMetDiff,"EX0",ratioColor);
plotAntiMetDiff.SetYRange(-8,8);
plotAntiMetDiff.AddLine(0, 0,METMAX, 0,kBlack,1);
plotAntiMetDiff.AddLine(0, 5,METMAX, 5,kBlack,3);
plotAntiMetDiff.AddLine(0,-5,METMAX,-5,kBlack,3);
plotAntiMetDiff.Draw(c,kTRUE,format,2);
plotAntiMet.SetName("fitantimetlog");
plotAntiMet.SetLogy();
plotAntiMet.SetYRange(1e-3*(hAntiDataMet->GetMaximum()),10*(hAntiDataMet->GetMaximum()));
plotAntiMet.Draw(c,kTRUE,format,1);
//
// W+ MET plot
//
RooPlot *wmpframe = pfmet.frame(Bins(NBINS));
wmpframe->GetYaxis()->SetNdivisions(505);
dataMetp.plotOn(wmpframe,MarkerStyle(kFullCircle),MarkerSize(0.9),DrawOption("ZP"));
pdfMetp.plotOn(wmpframe,FillColor(fillcolorW),DrawOption("F"));
pdfMetp.plotOn(wmpframe,LineColor(linecolorW));
pdfMetp.plotOn(wmpframe,Components(RooArgSet(pdfEWKp,*(qcdp.model))),FillColor(fillcolorEWK),DrawOption("F"));
pdfMetp.plotOn(wmpframe,Components(RooArgSet(pdfEWKp,*(qcdp.model))),LineColor(linecolorEWK));
pdfMetp.plotOn(wmpframe,Components(RooArgSet(*(qcdp.model))),FillColor(fillcolorQCD),DrawOption("F"));
pdfMetp.plotOn(wmpframe,Components(RooArgSet(*(qcdp.model))),LineColor(linecolorQCD));
pdfMetp.plotOn(wmpframe,Components(RooArgSet(pdfWmp)),LineColor(linecolorW),LineStyle(2));
dataMetp.plotOn(wmpframe,MarkerStyle(kFullCircle),MarkerSize(0.9),DrawOption("ZP"));
sprintf(ylabel,"Events / %.1f GeV",hDataMetp->GetBinWidth(1));
CPlot plotMetp("fitmetp",wmpframe,"","",ylabel);
plotMetp.SetLegend(0.68,0.57,0.93,0.77);
plotMetp.GetLegend()->AddEntry(hDummyData,"data","PL");
plotMetp.GetLegend()->AddEntry(hDummyW,"W^{+}#rightarrow#mu^{+}#nu","F");
plotMetp.GetLegend()->AddEntry(hDummyEWK,"EWK+t#bar{t}","F");
plotMetp.GetLegend()->AddEntry(hDummyQCD,"QCD","F");
plotMetp.AddTextBox(lumitext,0.55,0.80,0.90,0.86,0);
plotMetp.AddTextBox("CMS Preliminary",0.63,0.92,0.95,0.99,0);
// plotMetp.SetYRange(0.1,1.1*(hDataMetp->GetMaximum()));
plotMetp.SetYRange(0.1,4100);
plotMetp.Draw(c,kFALSE,format,1);
CPlot plotMetpDiff("fitmetp","","#slash{E}_{T} [GeV]","#chi");
plotMetpDiff.AddHist1D(hMetpDiff,"EX0",ratioColor);
plotMetpDiff.SetYRange(-8,8);
plotMetpDiff.AddLine(0, 0,METMAX, 0,kBlack,1);
plotMetpDiff.AddLine(0, 5,METMAX, 5,kBlack,3);
plotMetpDiff.AddLine(0,-5,METMAX,-5,kBlack,3);
plotMetpDiff.Draw(c,kTRUE,format,2);
plotMetp.SetName("fitmetplog");
plotMetp.SetLogy();
plotMetp.SetYRange(1e-3*(hDataMetp->GetMaximum()),10*(hDataMetp->GetMaximum()));
plotMetp.Draw(c,kTRUE,format,1);
RooPlot *awmpframe = pfmet.frame(Bins(NBINS));
antiMetp.plotOn(awmpframe,MarkerStyle(kFullCircle),MarkerSize(0.9),DrawOption("ZP"));
apdfMetp.plotOn(awmpframe,FillColor(fillcolorW),DrawOption("F"));
apdfMetp.plotOn(awmpframe,LineColor(linecolorW));
apdfMetp.plotOn(awmpframe,Components(RooArgSet(apdfEWKp,*(aqcdp.model))),FillColor(fillcolorEWK),DrawOption("F"));
apdfMetp.plotOn(awmpframe,Components(RooArgSet(apdfEWKp,*(aqcdp.model))),LineColor(linecolorEWK));
apdfMetp.plotOn(awmpframe,Components(RooArgSet(*(aqcdp.model))),FillColor(fillcolorQCD),DrawOption("F"));
apdfMetp.plotOn(awmpframe,Components(RooArgSet(*(aqcdp.model))),LineColor(linecolorQCD));
apdfMetp.plotOn(awmpframe,Components(RooArgSet(apdfWmp)),LineColor(linecolorW),LineStyle(2));
antiMetp.plotOn(awmpframe,MarkerStyle(kFullCircle),MarkerSize(0.9),DrawOption("ZP"));
sprintf(ylabel,"Events / %.1f GeV",hAntiDataMetp->GetBinWidth(1));
CPlot plotAntiMetp("fitantimetp",awmpframe,"","",ylabel);
plotAntiMetp.SetLegend(0.68,0.57,0.93,0.77);
plotAntiMetp.GetLegend()->AddEntry(hDummyData,"data","PL");
plotAntiMetp.GetLegend()->AddEntry(hDummyW,"W^{+}#rightarrow#mu^{+}#nu","F");
plotAntiMetp.GetLegend()->AddEntry(hDummyEWK,"EWK+t#bar{t}","F");
plotAntiMetp.GetLegend()->AddEntry(hDummyQCD,"QCD","F");
plotAntiMetp.AddTextBox(lumitext,0.55,0.80,0.90,0.86,0);
plotAntiMetp.AddTextBox("CMS Preliminary",0.63,0.92,0.95,0.99,0);
// plotAntiMetp.SetYRange(0.1,1.1*(hAntiDataMetp->GetMaximum()));
plotAntiMetp.SetYRange(0.1,1500);
plotAntiMetp.Draw(c,kFALSE,format,1);
CPlot plotAntiMetpDiff("fitantimetp","","#slash{E}_{T} [GeV]","#chi");
plotAntiMetpDiff.AddHist1D(hAntiMetpDiff,"EX0",ratioColor);
plotAntiMetpDiff.SetYRange(-8,8);
plotAntiMetpDiff.AddLine(0, 0,METMAX, 0,kBlack,1);
plotAntiMetpDiff.AddLine(0, 5,METMAX, 5,kBlack,3);
plotAntiMetpDiff.AddLine(0,-5,METMAX,-5,kBlack,3);
plotAntiMetpDiff.Draw(c,kTRUE,format,2);
plotAntiMetp.SetName("fitantimetplog");
plotAntiMetp.SetLogy();
plotAntiMetp.SetYRange(1e-3*(hAntiDataMetp->GetMaximum()),10*(hAntiDataMetp->GetMaximum()));
plotAntiMetp.Draw(c,kTRUE,format,1);
//
// W- MET plot
//
RooPlot *wmmframe = pfmet.frame(Bins(NBINS));
wmmframe->GetYaxis()->SetNdivisions(505);
dataMetm.plotOn(wmmframe,MarkerStyle(kFullCircle),MarkerSize(0.9),DrawOption("ZP"));
pdfMetm.plotOn(wmmframe,FillColor(fillcolorW),DrawOption("F"));
pdfMetm.plotOn(wmmframe,LineColor(linecolorW));
pdfMetm.plotOn(wmmframe,Components(RooArgSet(pdfEWKm,*(qcdm.model))),FillColor(fillcolorEWK),DrawOption("F"));
pdfMetm.plotOn(wmmframe,Components(RooArgSet(pdfEWKm,*(qcdm.model))),LineColor(linecolorEWK));
pdfMetm.plotOn(wmmframe,Components(RooArgSet(*(qcdm.model))),FillColor(fillcolorQCD),DrawOption("F"));
pdfMetm.plotOn(wmmframe,Components(RooArgSet(*(qcdm.model))),LineColor(linecolorQCD));
pdfMetm.plotOn(wmmframe,Components(RooArgSet(pdfWmm)),LineColor(linecolorW),LineStyle(2));
dataMetm.plotOn(wmmframe,MarkerStyle(kFullCircle),MarkerSize(0.9),DrawOption("ZP"));
sprintf(ylabel,"Events / %.1f GeV",hDataMetm->GetBinWidth(1));
CPlot plotMetm("fitmetm",wmmframe,"","",ylabel);
plotMetm.SetLegend(0.68,0.57,0.93,0.77);
plotMetm.GetLegend()->AddEntry(hDummyData,"data","PL");
plotMetm.GetLegend()->AddEntry(hDummyW,"W^{-}#rightarrow#mu^{-}#bar{#nu}","F");
plotMetm.GetLegend()->AddEntry(hDummyEWK,"EWK+t#bar{t}","F");
plotMetm.GetLegend()->AddEntry(hDummyQCD,"QCD","F");
plotMetm.AddTextBox(lumitext,0.55,0.80,0.90,0.86,0);
plotMetm.AddTextBox("CMS Preliminary",0.63,0.92,0.95,0.99,0);
// plotMetm.SetYRange(0.1,1.1*(hDataMetm->GetMaximum()));
plotMetm.SetYRange(0.1,4100);
plotMetm.Draw(c,kFALSE,format,1);
CPlot plotMetmDiff("fitmetm","","#slash{E}_{T} [GeV]","#chi");
plotMetmDiff.AddHist1D(hMetmDiff,"EX0",ratioColor);
plotMetmDiff.SetYRange(-8,8);
plotMetmDiff.AddLine(0, 0,METMAX, 0,kBlack,1);
plotMetmDiff.AddLine(0, 5,METMAX, 5,kBlack,3);
plotMetmDiff.AddLine(0,-5,METMAX,-5,kBlack,3);
plotMetmDiff.Draw(c,kTRUE,format,2);
plotMetm.SetName("fitmetmlog");
plotMetm.SetLogy();
plotMetm.SetYRange(1e-3*(hDataMetm->GetMaximum()),10*(hDataMetm->GetMaximum()));
plotMetm.Draw(c,kTRUE,format,1);
RooPlot *awmmframe = pfmet.frame(Bins(NBINS));
antiMetm.plotOn(awmmframe,MarkerStyle(kFullCircle),MarkerSize(0.9),DrawOption("ZP"));
apdfMetm.plotOn(awmmframe,FillColor(fillcolorW),DrawOption("F"));
apdfMetm.plotOn(awmmframe,LineColor(linecolorW));
apdfMetm.plotOn(awmmframe,Components(RooArgSet(apdfEWKm,*(aqcdm.model))),FillColor(fillcolorEWK),DrawOption("F"));
apdfMetm.plotOn(awmmframe,Components(RooArgSet(apdfEWKm,*(aqcdm.model))),LineColor(linecolorEWK));
apdfMetm.plotOn(awmmframe,Components(RooArgSet(*(aqcdm.model))),FillColor(fillcolorQCD),DrawOption("F"));
apdfMetm.plotOn(awmmframe,Components(RooArgSet(*(aqcdm.model))),LineColor(linecolorQCD));
apdfMetm.plotOn(awmmframe,Components(RooArgSet(apdfWmm)),LineColor(linecolorW),LineStyle(2));
antiMetm.plotOn(awmmframe,MarkerStyle(kFullCircle),MarkerSize(0.9),DrawOption("ZP"));
sprintf(ylabel,"Events / %.1f GeV",hDataMetm->GetBinWidth(1));
CPlot plotAntiMetm("fitantimetm",awmmframe,"","",ylabel);
plotAntiMetm.SetLegend(0.68,0.57,0.93,0.77);
plotAntiMetm.GetLegend()->AddEntry(hDummyData,"data","PL");
plotAntiMetm.GetLegend()->AddEntry(hDummyW,"W^{-}#rightarrow#mu^{-}#bar{#nu}","F");
plotAntiMetm.GetLegend()->AddEntry(hDummyEWK,"EWK+t#bar{t}","F");
plotAntiMetm.GetLegend()->AddEntry(hDummyQCD,"QCD","F");
plotAntiMetm.AddTextBox(lumitext,0.55,0.80,0.90,0.86,0);
plotAntiMetm.AddTextBox("CMS Preliminary",0.63,0.92,0.95,0.99,0);
// plotAntiMetm.SetYRange(0.1,1.1*(hAntiDataMetm->GetMaximum()));
plotAntiMetm.SetYRange(0.1,1500);
plotAntiMetm.Draw(c,kFALSE,format,1);
CPlot plotAntiMetmDiff("fitantimetm","","#slash{E}_{T} [GeV]","#chi");
plotAntiMetmDiff.AddHist1D(hAntiMetmDiff,"EX0",ratioColor);
plotAntiMetmDiff.SetYRange(-8,8);
plotAntiMetmDiff.AddLine(0, 0,METMAX, 0,kBlack,1);
plotAntiMetmDiff.AddLine(0, 5,METMAX, 5,kBlack,3);
plotAntiMetmDiff.AddLine(0,-5,METMAX,-5,kBlack,3);
plotAntiMetmDiff.Draw(c,kTRUE,format,2);
plotAntiMetm.SetName("fitantimetmlog");
plotAntiMetm.SetLogy();
plotAntiMetm.SetYRange(1e-3*(hAntiDataMetm->GetMaximum()),10*(hAntiDataMetm->GetMaximum()));
plotAntiMetm.Draw(c,kTRUE,format,1);
//--------------------------------------------------------------------------------------------------------------
// Output
//==============================================================================================================
cout << "*" << endl;
cout << "* SUMMARY" << endl;
cout << "*--------------------------------------------------" << endl;
//
// Write fit results
//
ofstream txtfile;
char txtfname[100];
ios_base::fmtflags flags;
Double_t chi2prob, chi2ndf;
Double_t ksprob, ksprobpe;
chi2prob = hDataMet->Chi2Test(hPdfMet,"PUW");
chi2ndf = hDataMet->Chi2Test(hPdfMet,"CHI2/NDFUW");
ksprob = hDataMet->KolmogorovTest(hPdfMet);
ksprobpe = hDataMet->KolmogorovTest(hPdfMet,"DX");
sprintf(txtfname,"%s/fitresWm.txt",CPlot::sOutDir.Data());
txtfile.open(txtfname);
assert(txtfile.is_open());
flags = txtfile.flags();
txtfile << setprecision(10);
txtfile << " *** Yields *** " << endl;
txtfile << "Selected: " << hDataMet->Integral() << endl;
txtfile << " Signal: " << nSig.getVal() << " +/- " << nSig.getPropagatedError(*fitRes) << endl;
txtfile << " QCD: " << nQCD.getVal() << " +/- " << nQCD.getPropagatedError(*fitRes) << endl;
txtfile << " Other: " << nEWK.getVal() << " +/- " << nEWK.getPropagatedError(*fitRes) << endl;
txtfile << endl;
txtfile.flags(flags);
fitRes->printStream(txtfile,RooPrintable::kValue,RooPrintable::kVerbose);
txtfile << endl;
printCorrelations(txtfile, fitRes);
txtfile << endl;
printChi2AndKSResults(txtfile, chi2prob, chi2ndf, ksprob, ksprobpe);
txtfile.close();
chi2prob = hDataMetp->Chi2Test(hPdfMetp,"PUW");
chi2ndf = hDataMetp->Chi2Test(hPdfMetp,"CHI2/NDFUW");
ksprob = hDataMetp->KolmogorovTest(hPdfMetp);
ksprobpe = hDataMetp->KolmogorovTest(hPdfMetp,"DX");
sprintf(txtfname,"%s/fitresWmp.txt",CPlot::sOutDir.Data());
txtfile.open(txtfname);
assert(txtfile.is_open());
flags = txtfile.flags();
txtfile << setprecision(10);
txtfile << " *** Yields *** " << endl;
txtfile << "Selected: " << hDataMetp->Integral() << endl;
txtfile << " Signal: " << nSigp.getVal() << " +/- " << nSigp.getPropagatedError(*fitResp) << endl;
txtfile << " QCD: " << nQCDp.getVal() << " +/- " << nQCDp.getPropagatedError(*fitResp) << endl;
txtfile << " Other: " << nEWKp.getVal() << " +/- " << nEWKp.getPropagatedError(*fitResp) << endl;
txtfile << endl;
txtfile.flags(flags);
fitResp->printStream(txtfile,RooPrintable::kValue,RooPrintable::kVerbose);
txtfile << endl;
printCorrelations(txtfile, fitResp);
txtfile << endl;
printChi2AndKSResults(txtfile, chi2prob, chi2ndf, ksprob, ksprobpe);
txtfile.close();
chi2prob = hDataMetm->Chi2Test(hPdfMetm,"PUW");
chi2ndf = hDataMetm->Chi2Test(hPdfMetm,"CHI2/NDFUW");
ksprob = hDataMetm->KolmogorovTest(hPdfMetm);
ksprobpe = hDataMetm->KolmogorovTest(hPdfMetm,"DX");
sprintf(txtfname,"%s/fitresWmm.txt",CPlot::sOutDir.Data());
txtfile.open(txtfname);
assert(txtfile.is_open());
flags = txtfile.flags();
txtfile << setprecision(10);
txtfile << " *** Yields *** " << endl;
txtfile << "Selected: " << hDataMetm->Integral() << endl;
txtfile << " Signal: " << nSigm.getVal() << " +/- " << nSigm.getPropagatedError(*fitResm) << endl;
txtfile << " QCD: " << nQCDm.getVal() << " +/- " << nQCDm.getPropagatedError(*fitResm) << endl;
txtfile << " Other: " << nEWKm.getVal() << " +/- " << nEWKm.getPropagatedError(*fitResm) << endl;
txtfile << endl;
txtfile.flags(flags);
fitResm->printStream(txtfile,RooPrintable::kValue,RooPrintable::kVerbose);
txtfile << endl;
printCorrelations(txtfile, fitResm);
txtfile << endl;
printChi2AndKSResults(txtfile, chi2prob, chi2ndf, ksprob, ksprobpe);
txtfile.close();
makeHTML(outputDir);
cout << endl;
cout << " <> Output saved in " << outputDir << "/" << endl;
cout << endl;
gBenchmark->Show("fitWm");
}
void NewCosmicstest(){
//gROOT->Reset();
TStopwatch *clock0 = new TStopwatch();
TFile *fout = new TFile("Cosmictest.root","RECREATE");
bool high = 1;
//Float_t z0 = 1400;
Float_t z0 = 0;
Float_t yTop = 600;
Float_t xTop = 300;
Float_t zTop = 3650;
Float_t xdist = 3000;
Float_t zdist = 9000;
TH2D *StartXZ = new TH2D("xz","xz;x[cm];z[cm]",30,-(xdist/2),xdist/2,90,z0 - 4500,z0 + 4500);
TH1D *StartTheta = new TH1D("#theta","#theta; #theta_Zenith",100,0,2);
TH1D *StartPhi = new TH1D("#phi","#phi; #phi",50,0,7);
TH1D *StartPHigh = new TH1D("PHigh","P; P[GeV]",100,-1,3);
TH1D *StartP = new TH1D("P","P;P[GeV]",100,-1,3);
TH1D *StartPLow = new TH1D("PLow","P;P[GeV]",100,-1,3);
//TH1D *StartP = new TH1D("P","P;P[GeV]",100,0.1,1000);
BinLogX(StartP);
BinLogX(StartPHigh);
BinLogX(StartPLow);
TH2D *StartPTheta = new TH2D("P,Theta","P-Theta;P[GeV];#theta",150,-1,3,50,0,2);
BinLogX(StartPTheta);
TH2D *MCXZ = new TH2D("MCxz","xz;x[cm];z[cm]",30,-(xdist/2),xdist/2,90,z0 - 4500,z0 + 4500);
TH1D *MCTheta = new TH1D("MC#theta","#theta; #theta",100,0,2);
TH1D *MCPhi = new TH1D("MC#phi","#phi, #phi",50,0,7);
TH1I *MCnTry = new TH1I("nTry","nTry",100,4.6,5);
Double_t totalweightsum=0;
Double_t px,py,pz,x,y,z,w, weighttest, weight;
Int_t nTry,nInside,nEvent,nTest;
Co3Rng *fRandomEngine = new Co3Rng();
int EVENTS = 400000;
Int_t kmax = 40000;
float weight1,weight1Low,weight1High;
weight1Low = 123*xdist*zdist/EVENTS/10000; // expected #muons per spill/ #simulated events per spill 174*30*90/500000
cout<<weight1Low<<endl;
double I = fRandomEngine->fSpectrumH->Integral(100,1000);
weight1High = 2*TMath::Pi()/3*I*xdist*zdist/EVENTS/10000;
//weight2 = 900/I; // 1/(mean momentum weight), P_max-P_min/(3*0.3044/2pi)
cout<< weight1High<<endl;
Float_t weight3 = 4.833931503; // MC average of nTry/nEvents 4.833949997 +- 0.000010494
weight1 = 1;
weight = weight1 / weight3;
nInside = 0; nEvent = 0; nTest = 0; weighttest = 0;
y = 1900; //20m over beam axis
w = weight/kmax;
clock0->Start();
for(Int_t k = 0;k<kmax;k++){
cout<<k<<endl;
nTry =0;
for(Int_t i=0;i<EVENTS;i++){
Bool_t hit = 0;
do{
// shower characteristics
double phi = fRandomEngine->Uniform(0,2*TMath::Pi());
double theta = fRandomEngine->fTheta->GetRandom();
//momentum components
px = TMath::Sin(phi)*TMath::Sin(theta);
pz = TMath::Cos(phi)*TMath::Sin(theta);
py = -TMath::Cos(theta);
// start position, area 1120m^2
x = fRandomEngine->Uniform(-xdist/2,xdist/2);
z = fRandomEngine->Uniform(z0 - zdist/2, z0 + zdist/2);
// claim for flight close to the actual detector
if((abs(x-(y+yTop)*px/py) < xTop && abs(z-z0-(y+yTop)*pz/py) < zTop) || (abs(x-(y-yTop)*px/py) < xTop && abs(z-z0-(y-yTop)*pz/py) < zTop)|| abs(y-(x+xTop)*py/px)<yTop && abs(z-z0-(x+xTop)*pz/px)<zTop || abs(y-(x-xTop)*py/px)<yTop && abs(z-z0-(x-xTop)*pz/px)<zTop){
// muon momentum
double P;
//if (!high) {P = fRandomEngine->NEWstest(theta);}
//else {P = fRandomEngine->fSpectrumH->GetRandom();}
// high
P = fRandomEngine->fSpectrumH->GetRandom();
w = weight1High/weight3/kmax;
StartP->Fill(P,w);
StartPHigh->Fill(P,w);
StartPTheta->Fill(P,theta,w);
// low
P = fRandomEngine->NEWstest(theta);
w = weight1Low/weight3/kmax;
StartP->Fill(P,w);
StartPLow->Fill(P,w);
StartPTheta->Fill(P,theta,w);
px = px*P;
py = py*P;
pz = pz*P;
//muon or anti-muon
hit = 1; nInside++;
// StartP->Fill(P,w);
w = weight1Low/weight3/kmax + weight1High/weight3/kmax;
StartTheta->Fill(theta,w); // kein Weight!
StartPhi->Fill(phi,w); // kein Weight!
StartXZ->Fill(x,z,w); // kein Weight!
StartPTheta->Fill(P,theta,w);
}
nTry++;
weighttest += w;
MCTheta->Fill(theta,w); // kein Weight!
MCPhi->Fill(phi,w);
MCXZ->Fill(x,z,w);
nTest++;
}while(!hit);
nEvent++;
}
MCnTry->Fill(1.0*nTry/EVENTS);
}
clock0->Stop();
delete fRandomEngine;
cout<<nEvent<<" events have been generated."<<endl;
cout<<"There is a total of "<<nInside<<"/"<<nTest<<" muons that passed close enough to the detector."<<endl;
cout<<"Including the given weight this corresponds to ";
cout<<kmax*weighttest/xdist/zdist*10000/123.3044<<" spills (1 spill = "<<xdist*zdist*123.3044/10000;
cout<<" real cosmic muons = "<<EVENTS<<" simulated events)."<<endl;
cout<<weighttest<<endl;
clock0->Print();
Double_t meanflux = 0;
Int_t binsum = 0;
for (Int_t ix = 2; ix<29;ix++){
for (Int_t iz = 2; iz<89;iz++){
binsum++;
meanflux += MCXZ->GetBinContent(ix,iz);
}
}
cout<< "meanflux: "<<meanflux/binsum<<" "<< meanflux<<endl<<endl;
printf("MCnTry: %.9f +- %.9f",MCnTry->GetMean(),MCnTry->GetMeanError());
cout<<endl<<endl;
TCanvas *c1 = new TCanvas("c1","c1",400,400);
c1->Divide(1,1);
c1->cd(1);
MCnTry->DrawCopy();
TCanvas *c4 = new TCanvas("c4","c4",400,400);
c4->Divide(1,1);
c4->cd(1);
StartPTheta->DrawCopy("SURF2");
gPad->SetLogx();
//TCanvas *c2 = new TCanvas("c2","c2",400,400);
//c2->Divide(1,1);
//c2->cd(1);
//gPad->SetLogy();
//wei->DrawCopy();
TCanvas *c3 = new TCanvas("c3","c3",1600,800);
c3->Divide(4,2);
c3->cd(1);
StartXZ->DrawCopy("COLZ");
c3->cd(2);
//MCP->SetLineColor(kGreen);
// MCP->DrawCopy();
//StartP->DrawCopy();
//TF1 *fs = new TF1("fs",NEWs,1,100,2);
//fs->FixParameter(0, 0);
//fs->FixParameter(1, 500);
//StartP->Add(fs,-1);
StartP->DrawCopy();
//StartP->Fit(fs,"I");
//
//fs->DrawCopy("SAME");
//gPad->SetLogy();
gPad->SetLogx();
c3->cd(3);
MCTheta->SetLineColor(kGreen);
MCTheta->DrawCopy();
StartTheta->DrawCopy("SAME");
//TF1 *f1 = new TF1("f1","[0]*cos(x)*cos(x)",1.57,3.14);
//StartTheta->Fit(f1,"","",1.57,3.14);
gPad->SetLogy(0);
gPad->SetLogx(0);
c3->cd(4);
MCPhi->SetLineColor(kGreen);
MCPhi->DrawCopy();
StartPhi->DrawCopy("SAME");
//TF1 *f1 = new TF1("f1","[0]*cos(x)*cos(x)",1.57,3.14);
//StartTheta->Fit(f1,"","",1.57,3.14);
gPad->SetLogy(0);
gPad->SetLogx(0);
c3->cd(5);
MCXZ->DrawCopy("COLZ");
c3->cd(6);
//MCP->Divide(StartP);
// MCP->DrawCopy();
gPad->SetLogy(0);
gPad->SetLogx(0);
c3->cd(7);
//MCTheta->Divide(StartTheta);
MCTheta->DrawCopy();
gPad->SetLogy();
gPad->SetLogx(0);
c3->cd(8);
//MCPhi->Divide(StartPhi);
MCPhi->DrawCopy();
gPad->SetLogy(0);
gPad->SetLogx(0);
c3->Update();
c3->SaveAs("Start.png");
StartXZ->Write();
StartTheta->Write();
StartPhi->Write();
StartP->Write();
StartPLow->Write();
StartPHigh->Write();
StartPTheta->Write();
MCXZ->Write();
MCTheta->Write();
MCPhi->Write();
MCnTry->Write();
fout ->Close();
}
void run_plot(TString FileNameHead = "output_proto",TString fileKine="../Kinematics/Decay_kinematics/10Be_4He_19MeV.txt",TString fileKine2="../Kinematics/Decay_kinematics/10Be_12C_19MeV.txt")
{
TString workdir = getenv("VMCWORKDIR");
TString FilePath = workdir + "/macro/Unpack_GETDecoder2/";
TString FileNameTail = ".root";
TString FileName = FilePath + FileNameHead + FileNameTail;
std::cout<<" Opening File : "<<FileName.Data()<<std::endl;
TFile* file = new TFile(FileName.Data(),"READ");
//TFile* file = new TFile(FileNameHead_chain.Data(),"READ");
TTree* tree = (TTree*) file -> Get("cbmsim");
Int_t nEvents = tree -> GetEntriesFast();
std::cout<<" Number of events : "<<nEvents<<std::endl;
TCanvas *c2 = new TCanvas("c2","c2",200,10,700,700);
c2->Divide(2,1);
TCanvas *c3 = new TCanvas("c3","c3",200,10,700,700);
//c3->Divide(2,1);
TH2D* Q02_Kine = new TH2D("Q02_Kine","Q02_Kine",1000,0,180,1000,0,180);
Q02_Kine->SetMarkerColor(2);
Q02_Kine->SetMarkerStyle(20);
Q02_Kine->SetMarkerSize(0.7);
TH2D* Q13_Kine = new TH2D("Q13_Kine","Q13_Kine",1000,0,180,1000,0,180);
Q13_Kine->SetMarkerColor(2);
Q13_Kine->SetMarkerStyle(20);
Q13_Kine->SetMarkerSize(0.7);
TH1D* Vertex = new TH1D("Vertex","Vertex",100,0,1000);
TH2D* Vertex_vs_Angle = new TH2D("Vertex_vs_Angle","Vertex_vs_Angle",1000,0,1000,200,0,180);
TCutG *cutg = new TCutG("CUTG",27);
cutg->SetVarX("Q02_Kine");
cutg->SetVarY("");
cutg->SetTitle("Graph");
cutg->SetFillColor(1);
cutg->SetPoint(0,13.91253,83.41335);
cutg->SetPoint(1,16.43826,70.76698);
cutg->SetPoint(2,29.69832,47.3185);
cutg->SetPoint(3,32.22404,36.51639);
cutg->SetPoint(4,49.90412,29.13934);
cutg->SetPoint(5,68.21562,18.86417);
cutg->SetPoint(6,79.79186,15.70258);
cutg->SetPoint(7,86.73761,10.96019);
cutg->SetPoint(8,86.52713,6.217797);
cutg->SetPoint(9,77.05566,5.427399);
cutg->SetPoint(10,69.26801,8.325526);
cutg->SetPoint(11,55.79747,15.17564);
cutg->SetPoint(12,50.53555,20.9719);
cutg->SetPoint(13,35.80215,25.97775);
cutg->SetPoint(14,31.17165,21.23536);
cutg->SetPoint(15,24.43639,19.3911);
cutg->SetPoint(16,19.80589,24.39695);
cutg->SetPoint(17,20.01637,30.98361);
cutg->SetPoint(18,22.75257,36.25293);
cutg->SetPoint(19,21.91066,46.79157);
cutg->SetPoint(20,16.0173,54.16862);
cutg->SetPoint(21,8.229653,66.02459);
cutg->SetPoint(22,6.545836,73.13817);
cutg->SetPoint(23,7.177267,86.04801);
cutg->SetPoint(24,11.59729,88.15574);
cutg->SetPoint(25,13.70206,83.41335);
cutg->SetPoint(26,13.91253,83.41335);
TCutG *cutg2 = new TCutG("CUTG2",6);
cutg2->SetVarX("Q02_Kine");
cutg2->SetVarY("");
cutg2->SetTitle("Graph");
cutg2->SetFillColor(1);
cutg2->SetPoint(0,54.85507,28.95589);
cutg2->SetPoint(1,64.59005,23.76482);
cutg2->SetPoint(2,64.52764,10.0358);
cutg2->SetPoint(3,54.81763,12.22152);
cutg2->SetPoint(4,54.86755,29.0242);
cutg2->SetPoint(5,54.85507,28.95589);
TCutG *cutg3 = new TCutG("CUTG2",6);
cutg3->SetVarX("Q02_Kine");
cutg3->SetVarY("");
cutg3->SetTitle("Graph");
cutg3->SetFillColor(1);
cutg3->SetPoint(0,27.46418,21.43491);
cutg3->SetPoint(1,37.45702,16.44231);
cutg3->SetPoint(2,37.13467,2.463016);
cutg3->SetPoint(3,27.46418,4.792898);
cutg3->SetPoint(4,27.78653,21.43491);
cutg3->SetPoint(5,27.46418,21.43491);
TTreeReader Reader1("cbmsim", file);
TTreeReaderValue<TClonesArray> analysisArray(Reader1, "ATProtoEventAna");
Int_t evnt = 0;
while (Reader1.Next()) {
if(evnt%1000==0) std::cout<<" Event : "<<evnt<<std::endl;
evnt++;
ATProtoEventAna* analysis = (ATProtoEventAna*) analysisArray->At(0);
//Double_t ATProtoAnalysis::*HoughDist = &ATProtoAnalysis::fHoughDist;
std::vector<Double_t> *AngleFit = analysis->GetAngleFit();
std::vector<Double_t> *Par0 = analysis->GetPar0();
std::vector<Double_t> *vertex = analysis->GetVertex();
std::vector<Double_t> *Chi2 = analysis->GetChi2();
std::vector<Int_t> *NDF = analysis->GetNDF();
if( TMath::Abs(vertex->at(0) - vertex->at(2))<20 && (vertex->at(0)>0 && vertex->at(2)>0))
if( Chi2->at(0)/NDF->at(0)<10.0 && Chi2->at(2)/NDF->at(2)<10.0 ) Q02_Kine->Fill(AngleFit->at(0),AngleFit->at(2));
if( TMath::Abs(vertex->at(1) - vertex->at(3))<20 && (vertex->at(1)>0 && vertex->at(3)>0))
if( Chi2->at(1)/NDF->at(1)<10.0 && Chi2->at(3)/NDF->at(3)<10.0 ) Q02_Kine->Fill(AngleFit->at(1),AngleFit->at(3));
if(cutg->IsInside(AngleFit->at(0),AngleFit->at(2)) ) {
Vertex->Fill(Par0->at(0));
Vertex_vs_Angle->Fill(Par0->at(0),AngleFit->at(0));
}
if(cutg->IsInside(AngleFit->at(1),AngleFit->at(3)) ) {
Vertex->Fill(Par0->at(1));
Vertex_vs_Angle->Fill(Par0->at(1),AngleFit->at(1));
}
//if(cutg3->IsInside(AngleFit->at(0),AngleFit->at(2)) ) std::cout<<evnt<<std::endl;
}
Double_t *ThetaCMS = new Double_t[20000];
Double_t *ThetaLabRec = new Double_t[20000];
Double_t *EnerLabRec = new Double_t[20000];
Double_t *ThetaLabSca = new Double_t[20000];
Double_t *EnerLabSca = new Double_t[20000];
Double_t *ThetaCMS2 = new Double_t[20000];
Double_t *ThetaLabRec2 = new Double_t[20000];
Double_t *EnerLabRec2 = new Double_t[20000];
Double_t *ThetaLabSca2 = new Double_t[20000];
Double_t *EnerLabSca2 = new Double_t[20000];
std::ifstream *kineStr = new std::ifstream(fileKine.Data());
Int_t numKin=0;
if(!kineStr->fail()) {
while(!kineStr->eof()) {
*kineStr>>ThetaCMS[numKin]>>ThetaLabRec[numKin]>>EnerLabRec[numKin]>>ThetaLabSca[numKin]>>EnerLabSca[numKin];
numKin++;
}
} else if(kineStr->fail()) std::cout<<" Warning : No Kinematics file found for this reaction! Please run the macro on $SIMPATH/macro/Kinematics/Decay_kinematics/Mainrel.cxx"<<std::endl;
void ztree::ffgammajet(std::string outfname, int centmin, int centmax, float phoetmin, float phoetmax, std::string gen)
{
string tag = outfname;
string s_alpha = gen;
if (fChain == 0) return;
Long64_t nentries = fChain->GetEntriesFast();
TFile * fout = new TFile(Form("%s_%s_%s_%d_%d.root",outfname.data(),tag.data(),s_alpha.data(),abs(centmin),abs(centmax)),"recreate");
TH2D * hsubept = new TH2D(Form("hsubept_%s_%s_%d_%d",tag.data(),s_alpha.data(),abs(centmin),abs(centmax)),Form(";#xi=ln(1/z);"),100,-0.5,99.5,100,0,100);
TH2D * hsubept_refcone = new TH2D(Form("hsubept_refcone_%s_%s_%d_%d",tag.data(),s_alpha.data(),abs(centmin),abs(centmax)),Form(";#xi=ln(1/z);"),100,-0.5,99.5,100,0,100);
TH1D * hjetpt = new TH1D(Form("hjetpt_%s_%s_%d_%d",tag.data(),s_alpha.data(),abs(centmin),abs(centmax)),Form(";jet p_{T};"),20,0,500);
TH1D * hjetgendphi = new TH1D(Form("hjetgendphi_%s_%s_%d_%d",tag.data(),s_alpha.data(),abs(centmin),abs(centmax)),Form(";#DeltaR_{gen,reco};"),20,0,0.1);
TH1D * hgammaff = new TH1D(Form("hgammaff_%s_%s_%d_%d",tag.data(),s_alpha.data(),abs(centmin),abs(centmax)),Form(";z;"),20,0,1);
TH1D * hgammaffxi = new TH1D(Form("hgammaffxi_%s_%s_%d_%d",tag.data(),s_alpha.data(),abs(centmin),abs(centmax)),Form(";#xi=ln(1/z);"),10,0,5);
TH1D * hgammaffxi_refcone = new TH1D(Form("hgammaffxi_refcone_%s_%s_%d_%d",tag.data(),s_alpha.data(),abs(centmin),abs(centmax)),Form(";#xi=ln(1/z);"),10,0,5);
TH1D * hgammaphoffxi = new TH1D(Form("hgammaphoffxi_%s_%s_%d_%d",tag.data(),s_alpha.data(),abs(centmin),abs(centmax)),Form(";#xi=ln(1/z);"),10,0,5);
TH1D * hgammaphoffxi_refcone = new TH1D(Form("hgammaphoffxi_refcone_%s_%s_%d_%d",tag.data(),s_alpha.data(),abs(centmin),abs(centmax)),Form(";#xi=ln(1/z);"),10,0,5);
Long64_t nbytes = 0, nb = 0;
cout<<phoetmin<<" "<<phoetmax<<endl;
for (Long64_t jentry=0; jentry<nentries;jentry++) {
if(jentry%10000==0) { cout<<jentry<<"/"<<nentries<<endl; }
Long64_t ientry = LoadTree(jentry);
if (ientry < 0) break;
// cout<<njet<<endl;
// if(jentry > 10000) break;
nb = fChain->GetEntry(jentry); nbytes += nb;
if(hiBin < centmin || hiBin >= centmax) continue; //centrality cut
if(nPho!=1) continue;
// if(phoEt[0]<phoetmin || phoEt[0]>phoetmax) continue;
if(weight==0) weight=1;
// cout<<njet<<endl;
if(gen.compare("gen")==0)
{
for (int ijet = 0; ijet < njet; ijet++) {
if(mcEt[pho_genMatchedIndex[0]]<phoetmin || mcEt[pho_genMatchedIndex[0]]>phoetmax) continue;
if( nPho==2 ) continue;
if( jetpt[ijet]<40 ) continue; //jet pt Cut
if( fabs(jeteta[ijet]) > 1.6) continue; //jeteta Cut
if( fabs(jeteta[ijet]) < 0.3) continue; //jeteta Cut for reflected cone
if( jetID[ijet]==0 ) continue; //redundant in this skim (all true)
if( acos(cos(jetphi[ijet] - phoPhi[0])) < 7 * pi / 8 ) continue;
hjetpt->Fill(jetpt[ijet]);
float denrecodphi = acos(cos(jetphi[ijet] - gjetphi[ijet]));
hjetgendphi->Fill(denrecodphi);
TLorentzVector vjet;
vjet.SetPtEtaPhiM(gjetpt[ijet],gjeteta[ijet],gjetphi[ijet],0);
for(int igen = 0 ; igen < mult ; ++igen)
{
if(!(abs(pdg[igen])==11 || abs(pdg[igen])==13 || abs(pdg[igen])==211 || abs(pdg[igen])==2212 || abs(pdg[igen])==321)) continue;
if(sube[igen] != 0) continue;
float dr = genjettrk_dr(igen,ijet);
float dr_refcone = genrefconetrk_dr(igen,ijet);
if(dr<0.3)
{
TLorentzVector vtrack;
vtrack.SetPtEtaPhiM(pt[igen],eta[igen],phi[igen],0);
float angle = vjet.Angle(vtrack.Vect());
float z = pt[igen]*cos(angle)/gjetpt[ijet];
float zpho = pt[igen]/phoEt[0];
float xi = log(1.0/z);
float xipho = log(1.0/zpho);
hgammaff->Fill(z);
hgammaffxi->Fill(xi);
hgammaphoffxi->Fill(xipho);
hsubept->Fill(sube[igen],pt[igen]);
// cout<<jetpt[ijet]<<endl;
}
if(dr_refcone<0.3)
{
float z = pt[igen]/gjetpt[ijet];
float zpho = pt[igen]/phoEt[0];
float xi = log(1.0/z);
float xipho = log(1.0/zpho);
hgammaffxi_refcone->Fill(xi);
hgammaphoffxi_refcone->Fill(xipho);
hsubept_refcone->Fill(sube[igen],pt[igen]);
}
}
}
}
else
{
for (int ijet = 0; ijet < njet; ijet++) {
if( nPho==2 ) continue;
if( phoEt[0]*phoCorr[0]<phoetmin || phoEt[0]*phoCorr[0]>phoetmax) continue;
if( jetpt[ijet]<40 ) continue; //jet pt Cut
if( fabs(jeteta[ijet]) > 1.6) continue; //jeteta Cut
if( fabs(jeteta[ijet]) < 0.3) continue; //jeteta Cut for reflected cone
if( jetID[ijet]==0 ) continue; //redundant in this skim (all true)
if( acos(cos(jetphi[ijet] - phoPhi[0])) < 7 * pi / 8 ) continue;
hjetpt->Fill(jetpt[ijet]);
TLorentzVector vjet;
vjet.SetPtEtaPhiM(jetpt[ijet],jeteta[ijet],jetphi[ijet],0);
for (int itrk = 0; itrk < nTrk; itrk++) {
float dr = jettrk_dr(itrk,ijet);
// float dr = genjetrecotrk_dr(itrk,ijet);
float dr_refcone = refconetrk_dr(itrk,ijet);
// float dr_refcone = genrefconerecotrk_dr(itrk,ijet);
if(dr<0.3)
{
TLorentzVector vtrack;
vtrack.SetPtEtaPhiM(trkPt[itrk],trkEta[itrk],trkPhi[itrk],0);
float angle = vjet.Angle(vtrack.Vect());
float z = trkPt[itrk]*cos(angle)/jetpt[ijet];
float zpho = trkPt[itrk]/phoEt[0];
float xi = log(1.0/z);
float xipho = log(1.0/zpho);
hgammaff->Fill(z,trkWeight[itrk]);
hgammaffxi->Fill(xi,trkWeight[itrk]);
hgammaphoffxi->Fill(xipho,trkWeight[itrk]);
// hgammaff->Fill(z);
// hgammaffxi->Fill(xi);
// hgammaphoffxi->Fill(xipho);
// cout<<jetpt[ijet]<<endl;
}
if(dr_refcone<0.3)
{
float z = trkPt[itrk]/jetpt[ijet];
float zpho = trkPt[itrk]/phoEt[0];
float xi = log(1.0/z);
float xipho = log(1.0/zpho);
hgammaffxi_refcone->Fill(xi,trkWeight[itrk]);
hgammaphoffxi_refcone->Fill(xipho,trkWeight[itrk]);
// hgammaffxi_refcone->Fill(xi);
// hgammaphoffxi_refcone->Fill(xipho);
}
}
// photons: normal mode power mode
// pho 40 trigger
// photon spike cuts etc
// phoet > 35
// phoet > 40 after correction // haven't made it yet
// phoeta < 1.44
// sumiso < 1 GeV
// h/em < 0.1
// sigmaetaeta < 0.01
// jets:
// some pt
// jeteta < 1.6
// some id cuts // none yet but we'll add some
// ak3pupf jets
// delphi > 7 pi / 8
}
}
/*
*/
}
fout->Write();
fout->Close();
}
void drawLatinoTree(const TString inputFileName = "giveMeMyMoney.root") {
TH1::SetDefaultSumw2();
//
// Settings
//
gStyle->SetOptStat(0);
//
Int_t NVTXBINS = 30;
//
// Setup input ntuple
//
TFile* inputFile = new TFile(inputFileName);
TTree* inputTree = (TTree*)inputFile->Get("latino");
TString path = Form("Results");
gSystem->mkdir(path, kTRUE);
TFile* outFile = new TFile(path + "/out.root", "recreate");
//
// Declare variables to read in ntuple
//
Int_t nEvents;
Float_t nvtx;
Float_t metPfType1, metPfType1Phi, corrMetPfType1, corrMetPfType1Phi;
Float_t metPfRaw, metPfRawPhi, corrMetPfRaw, corrMetPfRawPhi;
//TVector2 *t2_slimMet=0, *t2_slimMetTxy=0;
inputTree->SetBranchAddress("nvtx", &nvtx); // number of vertices
inputTree->SetBranchAddress("std_vector_lepton_pt", &std_vector_lepton_pt);
inputTree->SetBranchAddress("std_vector_lepton_flavour", &std_vector_lepton_flavour);
inputTree->SetBranchAddress("std_vector_lepton_eta", &std_vector_lepton_eta);
inputTree->SetBranchAddress("std_vector_lepton_phi", &std_vector_lepton_phi);
inputTree->SetBranchAddress("metPfType1", &metPfType1);
inputTree->SetBranchAddress("metPfType1Phi", &metPfType1Phi);
inputTree->SetBranchAddress("corrMetPfType1", &corrMetPfType1);
inputTree->SetBranchAddress("corrMetPfType1Phi", &corrMetPfType1Phi);
inputTree->SetBranchAddress("metPfRaw", &metPfRaw);
inputTree->SetBranchAddress("metPfRawPhi", &metPfRawPhi);
inputTree->SetBranchAddress("corrMetPfRaw", &corrMetPfRaw);
inputTree->SetBranchAddress("corrMetPfRawPhi", &corrMetPfRawPhi);
//
// Declare histograms
//
TH1D *hSlimMet = new TH1D("hSlimMet","",100,0,150);
hSlimMet->SetStats(0);
hSlimMet->SetLineColor(1);
TH1D *hSlimMetTxy = new TH1D("hSlimMetTxy","",100,0,150);
hSlimMetTxy->SetStats(0);
hSlimMetTxy->SetLineColor(2);
TH1D *hMetDiff = new TH1D("hMetDiff","",100,-15,15);
hMetDiff->SetStats(0);
hMetDiff->GetXaxis()->SetTitle("Corr. - PfType1Met");
TH1D *hMetPull = new TH1D("hMetPull","",100,-1,1);
hMetPull->SetStats(0);
hMetPull->GetXaxis()->SetTitle("[Corr. - PfType1Met]/PfType1Met");
TH1D *hPhiDiff = new TH1D("hPhiDiff","",100,-1,1);
hPhiDiff->SetStats(0);
hPhiDiff->GetXaxis()->SetTitle("Corr.Phi - PfType1Phi");
TH1D *hPhi = new TH1D("hPhi","",20,-3.5,3.5);
hPhi->SetStats(0);
hPhi->SetLineColor(1);
TH1D *hPhiTxy = new TH1D("hPhiTxy","",20,-3.5,3.5);
hPhiTxy->SetStats(0);
hPhiTxy->SetLineColor(4);
TH1D *hMetRaw = new TH1D("hMetRaw","",100,0,150);
hMetRaw->SetStats(0);
hMetRaw->SetLineColor(1);
TH1D *hMetRawTxy = new TH1D("hMetRawTxy","",100,0,150);
hMetRawTxy->SetStats(0);
hMetRawTxy->SetLineColor(2);
TH1D *hMetRawDiff = new TH1D("hMetRawDiff","",100,-15,15);
hMetRawDiff->SetStats(0);
hMetRawDiff->GetXaxis()->SetTitle("Corr. - MetPfRaw");
TH1D *hMetRawPull = new TH1D("hMetRawPull","",100,-1,1);
hMetRawPull->SetStats(0);
hMetRawPull->GetXaxis()->SetTitle("[Corr. - MetPfRaw]/MetPfRaw");
TH1D *hRawPhiDiff = new TH1D("hRawPhiDiff","",100,-1,1);
hRawPhiDiff->SetStats(0);
hRawPhiDiff->GetXaxis()->SetTitle("Corr.Phi - PfRawPhi");
TH1D *hRawPhi = new TH1D("hRawPhi","",20,-3.5,3.5);
hRawPhi->SetStats(0);
hRawPhi->SetLineColor(1);
TH1D *hRawPhiTxy = new TH1D("hRawPhiTxy","",20,-3.5,3.5);
hRawPhiTxy->SetStats(0);
hRawPhiTxy->SetLineColor(4);
TH1D *hPhi_VtxRange[4];
TH1D *hPhiTxy_VtxRange[4];
for(int i=0;i<4;i++)
{
TString Tname = Form("hPhi_VtxRange_%d", i);
hPhi_VtxRange[i] = new TH1D(Tname,"",20,-3.5,3.5);
hPhiTxy_VtxRange[i] = new TH1D(Tname,"",20,-3.5,3.5);
hPhi_VtxRange[i]->SetStats(0);
hPhi_VtxRange[i]->SetLineColor(1);
hPhiTxy_VtxRange[i]->SetStats(0);
hPhiTxy_VtxRange[i]->SetLineColor(4);
}
TH1D *hPhi_NoCut = new TH1D("hPhi_NoCut","",20,-3.5,3.5);
hPhi_NoCut->SetStats(0);
hPhi_NoCut->SetLineColor(1);
TH1D *hPhiTxy_NoCut = new TH1D("hPhiTxy_NoCut","",20,-3.5,3.5);
hPhiTxy_NoCut->SetStats(0);
hPhiTxy_NoCut->SetLineColor(4);
TH2D *hMETnVtx_x = new TH2D("hMETnVtx_x","MET_{x} v. Number of Vertices",NVTXBINS,0,NVTXBINS,100,-150,150);
hMETnVtx_x->GetXaxis()->SetTitle("Number of vertices");
hMETnVtx_x->GetYaxis()->SetTitle("MET_{x} [GeV]");
TH2D *hMETnVtx_y = new TH2D("hMETnVtx_y","MET_{y} v. Number of Vertices",NVTXBINS,0,NVTXBINS,100,-150,150);
hMETnVtx_y->GetXaxis()->SetTitle("Number of vertices");
hMETnVtx_y->GetYaxis()->SetTitle("MET_{y} [GeV]");
TH2D *hMETnVtx_Txy_x = new TH2D("hMETnVtx_Txy_x","MET_{x} v. Number of Vertices",NVTXBINS,0,NVTXBINS,100,-150,150);
hMETnVtx_Txy_x->GetXaxis()->SetTitle("Number of vertices");
hMETnVtx_Txy_x->GetYaxis()->SetTitle("MET_{x} [GeV]");
TH2D *hMETnVtx_Txy_y = new TH2D("hMETnVtx_Txy_y","MET_{y} v. Number of Vertices",NVTXBINS,0,NVTXBINS,100,-150,150);
hMETnVtx_Txy_y->GetXaxis()->SetTitle("Number of vertices");
hMETnVtx_Txy_y->GetYaxis()->SetTitle("MET_{y} [GeV]");
TH1D *hRawPhi_NoCut = new TH1D("hRawPhi_NoCut","",20,-3.5,3.5);
hRawPhi_NoCut->SetStats(0);
hRawPhi_NoCut->SetLineColor(1);
TH1D *hRawPhiTxy_NoCut = new TH1D("hRawPhiTxy_NoCut","",20,-3.5,3.5);
hRawPhiTxy_NoCut->SetStats(0);
hRawPhiTxy_NoCut->SetLineColor(4);
TH2D *hMETRawNvtx_x = new TH2D("hMETRawNvtx_x","MET_{x} v. Number of Vertices",NVTXBINS,0,NVTXBINS,100,-150,150);
hMETRawNvtx_x->GetXaxis()->SetTitle("Number of vertices");
hMETRawNvtx_x->GetYaxis()->SetTitle("MET_{x} [GeV]");
TH2D *hMETRawNvtx_y = new TH2D("hMETRawNvtx_y","MET_{y} v. Number of Vertices",NVTXBINS,0,NVTXBINS,100,-150,150);
hMETRawNvtx_y->GetXaxis()->SetTitle("Number of vertices");
hMETRawNvtx_y->GetYaxis()->SetTitle("MET_{y} [GeV]");
TH2D *hMETRawNvtx_Txy_x = new TH2D("hMETRawNvtx_Txy_x","MET_{x} v. Number of Vertices",NVTXBINS,0,NVTXBINS,100,-150,150);
hMETRawNvtx_Txy_x->GetXaxis()->SetTitle("Number of vertices");
hMETRawNvtx_Txy_x->GetYaxis()->SetTitle("MET_{x} [GeV]");
TH2D *hMETRawNvtx_Txy_y = new TH2D("hMETRawNvtx_Txy_y","MET_{y} v. Number of Vertices",NVTXBINS,0,NVTXBINS,100,-150,150);
hMETRawNvtx_Txy_y->GetXaxis()->SetTitle("Number of vertices");
hMETRawNvtx_Txy_y->GetYaxis()->SetTitle("MET_{y} [GeV]");
Int_t totalEvents=0;
double phi;
int ttNtry = inputTree->GetEntries();
for(int jentry=0; jentry<ttNtry; jentry++) {
inputTree->GetEntry(jentry);
totalEvents += nEvents;
hPhi_NoCut->Fill(metPfType1Phi);
hPhiTxy_NoCut->Fill(corrMetPfType1Phi);
hRawPhi_NoCut->Fill(metPfRawPhi);
hRawPhiTxy_NoCut->Fill(corrMetPfRawPhi);
if (std_vector_lepton_pt->size() < 2) continue;
if( (*std_vector_lepton_flavour)[0]*(*std_vector_lepton_flavour)[1] !=-13*13) continue;
double pt1=(*std_vector_lepton_pt)[0];
double pt2=(*std_vector_lepton_pt)[1];
double eta1=(*std_vector_lepton_eta)[0];
double eta2=(*std_vector_lepton_eta)[1];
double phi1=(*std_vector_lepton_phi)[0];
double phi2=(*std_vector_lepton_phi)[1];
if ( pt1< 20) continue;
if ( pt2 < 10) continue;
//TLorentzVector a, b;
//a.SetPtEtaPhiM(pt1,eta1,phi1,0.1);
//b.SetPtEtaPhiM(pt2,eta2,phi2,0.1);
//double zmass = (a+b).M();
//if(fabs(zmass-91.2)>15 ) continue;
if( metPfType1 < 20) continue;
//if( metPfType1 > 30) continue;
//
// Fill histograms
//
hMetDiff->Fill(corrMetPfType1 - metPfType1);
hMetPull->Fill( (corrMetPfType1 - metPfType1)/metPfType1 );
hPhiDiff->Fill(corrMetPfType1Phi - metPfType1Phi);
hMETnVtx_x->Fill(nvtx,metPfType1*TMath::Cos(metPfType1Phi));
hMETnVtx_y->Fill(nvtx,metPfType1*TMath::Sin(metPfType1Phi));
hMETnVtx_Txy_x->Fill(nvtx,corrMetPfType1*TMath::Cos(corrMetPfType1Phi));
hMETnVtx_Txy_y->Fill(nvtx,corrMetPfType1*TMath::Sin(corrMetPfType1Phi));
hSlimMet ->Fill(metPfType1);
hSlimMetTxy ->Fill(corrMetPfType1);
hPhi->Fill(metPfType1Phi);
hPhiTxy->Fill(corrMetPfType1Phi);
hMetRawDiff->Fill(corrMetPfRaw - metPfRaw);
hMetRawPull->Fill( (corrMetPfRaw - metPfRaw)/metPfRaw);
hRawPhiDiff->Fill(corrMetPfRawPhi - metPfRawPhi);
hMETRawNvtx_x->Fill(nvtx,metPfRaw*TMath::Cos(metPfRawPhi));
hMETRawNvtx_y->Fill(nvtx,metPfRaw*TMath::Sin(metPfRawPhi));
hMETRawNvtx_Txy_x->Fill(nvtx,corrMetPfRaw*TMath::Cos(corrMetPfRawPhi));
hMETRawNvtx_Txy_y->Fill(nvtx,corrMetPfRaw*TMath::Sin(corrMetPfRawPhi));
hMetRaw ->Fill(metPfRaw);
hMetRawTxy ->Fill(corrMetPfRaw);
hRawPhi->Fill(metPfRawPhi);
hRawPhiTxy->Fill(corrMetPfRawPhi);
if(nvtx < 5)
{
hPhi_VtxRange[0]->Fill(metPfType1Phi);
hPhiTxy_VtxRange[0]->Fill(corrMetPfType1Phi);
}else if(nvtx >=5 && nvtx <15){
hPhi_VtxRange[1]->Fill(metPfType1Phi);
hPhiTxy_VtxRange[1]->Fill(corrMetPfType1Phi);
}else if(nvtx >=15 && nvtx <25){
hPhi_VtxRange[2]->Fill(metPfType1Phi);
hPhiTxy_VtxRange[2]->Fill(corrMetPfType1Phi);
}else if(nvtx >=25 ){
hPhi_VtxRange[3]->Fill(metPfType1Phi);
hPhiTxy_VtxRange[3]->Fill(corrMetPfType1Phi);
}
}
cout << "totalEvents is " << totalEvents << endl;
// Loop through nVtx bins and find the mean value of metx and mety in each bin
// Plot nVtx v. mean values of metx/mety in a separate histogram (1 for metx and 1 for mety)
TH1D* hmetx_proj = new TH1D();
TH1D* hmety_proj = new TH1D();
Double_t meanmetx, meanmety;
TH2D* hMEtMeanVtx_x = new TH2D("hMEtMeanVtx_x","MET_{x} v. Number of vertices",NVTXBINS,0,NVTXBINS,100,-25,15);
hMEtMeanVtx_x->GetXaxis()->SetTitle("Number of vertices");
hMEtMeanVtx_x->GetYaxis()->SetTitle("<MET_{x}> [GeV]");
TH2D* hMEtMeanVtx_y = new TH2D("hMEtMeanVtx_y","MET_{y} v. Number of vertices",NVTXBINS,0,NVTXBINS,100,-25,15);
hMEtMeanVtx_y->GetXaxis()->SetTitle("Number of vertices");
hMEtMeanVtx_y->GetYaxis()->SetTitle("<MET_{y}> [GeV]");
TH2D* hMEtMeanVtx_Txy_x = new TH2D("hMEtMeanVtx_Txy_x","MET_{x} v. Number of vertices",NVTXBINS,0,NVTXBINS,100,-25,15);
hMEtMeanVtx_Txy_x->GetXaxis()->SetTitle("Number of vertices");
hMEtMeanVtx_Txy_x->GetYaxis()->SetTitle("<MET_{x}> [GeV]");
TH2D* hMEtMeanVtx_Txy_y = new TH2D("hMEtMeanVtx_Txy_y","MET_{y} v. Number of vertices",NVTXBINS,0,NVTXBINS,100,-25,15);
hMEtMeanVtx_Txy_y->GetXaxis()->SetTitle("Number of vertices");
hMEtMeanVtx_Txy_y->GetYaxis()->SetTitle("<MET_{y}> [GeV]");
for(int jbin=1;jbin<hMEtMeanVtx_x->GetNbinsX()+1;jbin++) {
hmetx_proj = hMETnVtx_x->ProjectionY("metx_proj",jbin,jbin+1,"");
hmety_proj = hMETnVtx_y->ProjectionY("mety_proj",jbin,jbin+1,"");
meanmetx = hmetx_proj->GetMean();
meanmety = hmety_proj->GetMean();
hMEtMeanVtx_x->Fill(jbin,meanmetx);
hMEtMeanVtx_y->Fill(jbin,meanmety);
hmetx_proj = hMETnVtx_Txy_x->ProjectionY("metx_proj",jbin,jbin+1,"");
hmety_proj = hMETnVtx_Txy_y->ProjectionY("mety_proj",jbin,jbin+1,"");
meanmetx = hmetx_proj->GetMean();
meanmety = hmety_proj->GetMean();
hMEtMeanVtx_Txy_x->Fill(jbin,meanmetx);
hMEtMeanVtx_Txy_y->Fill(jbin,meanmety);
}
TH2D* hMEtRawMeanVtx_x = new TH2D("hMEtRawMeanVtx_x","MET_{x} v. Number of vertices",NVTXBINS,0,NVTXBINS,100,-25,15);
hMEtRawMeanVtx_x->GetXaxis()->SetTitle("Number of vertices");
hMEtRawMeanVtx_x->GetYaxis()->SetTitle("<MET_{x}> [GeV]");
TH2D* hMEtRawMeanVtx_y = new TH2D("hMEtRawMeanVtx_y","MET_{y} v. Number of vertices",NVTXBINS,0,NVTXBINS,100,-25,15);
hMEtRawMeanVtx_y->GetXaxis()->SetTitle("Number of vertices");
hMEtRawMeanVtx_y->GetYaxis()->SetTitle("<MET_{y}> [GeV]");
TH2D* hMEtRawMeanVtx_Txy_x = new TH2D("hMEtRawMeanVtx_Txy_x","MET_{x} v. Number of vertices",NVTXBINS,0,NVTXBINS,100,-25,15);
hMEtRawMeanVtx_Txy_x->GetXaxis()->SetTitle("Number of vertices");
hMEtRawMeanVtx_Txy_x->GetYaxis()->SetTitle("<MET_{x}> [GeV]");
TH2D* hMEtRawMeanVtx_Txy_y = new TH2D("hMEtRawMeanVtx_Txy_y","MET_{y} v. Number of vertices",NVTXBINS,0,NVTXBINS,100,-25,15);
hMEtRawMeanVtx_Txy_y->GetXaxis()->SetTitle("Number of vertices");
hMEtRawMeanVtx_Txy_y->GetYaxis()->SetTitle("<MET_{y}> [GeV]");
for(int jbin=1;jbin<hMEtRawMeanVtx_x->GetNbinsX()+1;jbin++) {
hmetx_proj = hMETRawNvtx_x->ProjectionY("metx_proj",jbin,jbin+1,"");
hmety_proj = hMETRawNvtx_y->ProjectionY("mety_proj",jbin,jbin+1,"");
meanmetx = hmetx_proj->GetMean();
meanmety = hmety_proj->GetMean();
hMEtRawMeanVtx_x->Fill(jbin,meanmetx);
hMEtRawMeanVtx_y->Fill(jbin,meanmety);
hmetx_proj = hMETRawNvtx_Txy_x->ProjectionY("metx_proj",jbin,jbin+1,"");
hmety_proj = hMETRawNvtx_Txy_y->ProjectionY("mety_proj",jbin,jbin+1,"");
meanmetx = hmetx_proj->GetMean();
meanmety = hmety_proj->GetMean();
hMEtRawMeanVtx_Txy_x->Fill(jbin,meanmetx);
hMEtRawMeanVtx_Txy_y->Fill(jbin,meanmety);
}
//
// Save plots
//
TLegend *leg_Vtx_x = new TLegend(0.15,0.15,0.4,0.3,NULL,"brNDC");
leg_Vtx_x->SetTextFont(62);
leg_Vtx_x->SetTextSize(0.03330866);
leg_Vtx_x->SetLineColor(1);
leg_Vtx_x->SetLineStyle(1);
leg_Vtx_x->SetLineWidth(1);
leg_Vtx_x->SetFillColor(0);
leg_Vtx_x->SetFillStyle(1001);
leg_Vtx_x->SetBorderSize(0);
leg_Vtx_x->AddEntry(hMEtMeanVtx_x,"Type1PfMet","p");
leg_Vtx_x->AddEntry(hMEtMeanVtx_Txy_x,"Type1PfMet + Txy","p");
TLine *metZeroLine=new TLine(0,0,NVTXBINS,0);
metZeroLine->SetLineColor(kRed);
metZeroLine->SetLineStyle(2);
metZeroLine->SetLineWidth(2);
TCanvas* tc_metVtx_x = new TCanvas();
tc_metVtx_x->cd();
hMEtMeanVtx_x->SetMarkerStyle(24);
hMEtMeanVtx_x->SetMarkerSize(1);
hMEtMeanVtx_x->SetMarkerColor(kRed);
hMEtMeanVtx_x->Draw("p0");
//hSlimMet->Draw("p9");
hMEtMeanVtx_Txy_x->SetMarkerStyle(26);
hMEtMeanVtx_Txy_x->SetMarkerSize(1);
hMEtMeanVtx_Txy_x->SetMarkerColor(kBlue);
hMEtMeanVtx_Txy_x->Draw("samep0");
metZeroLine->Draw("same");
leg_Vtx_x->Draw("same");
tc_metVtx_x->Print(path+"/MetvsVtx_x.png");
tc_metVtx_x->Print(path+"/MetvsVtx_x.pdf");
TLegend *lRa_Vtx_x = new TLegend(0.15,0.15,0.4,0.3,NULL,"brNDC");
lRa_Vtx_x->SetTextFont(62);
lRa_Vtx_x->SetTextSize(0.03330866);
lRa_Vtx_x->SetLineColor(1);
lRa_Vtx_x->SetLineStyle(1);
lRa_Vtx_x->SetLineWidth(1);
lRa_Vtx_x->SetFillColor(0);
lRa_Vtx_x->SetFillStyle(1001);
lRa_Vtx_x->SetBorderSize(0);
lRa_Vtx_x->AddEntry(hMEtRawMeanVtx_x,"MetPfRaw","p");
lRa_Vtx_x->AddEntry(hMEtRawMeanVtx_Txy_x,"MetPfRaw + Txy","p");
TCanvas* tc_metRawVtx_x = new TCanvas();
tc_metRawVtx_x->cd();
hMEtRawMeanVtx_x->SetMarkerStyle(24);
hMEtRawMeanVtx_x->SetMarkerSize(1);
hMEtRawMeanVtx_x->SetMarkerColor(kRed);
hMEtRawMeanVtx_x->Draw("p0");
//hSlimMet->Draw("p9");
hMEtRawMeanVtx_Txy_x->SetMarkerStyle(26);
hMEtRawMeanVtx_Txy_x->SetMarkerSize(1);
hMEtRawMeanVtx_Txy_x->SetMarkerColor(kBlue);
hMEtRawMeanVtx_Txy_x->Draw("samep0");
metZeroLine->Draw("same");
lRa_Vtx_x->Draw("same");
tc_metRawVtx_x->Print(path+"/MetRawvsVtx_x.png");
tc_metRawVtx_x->Print(path+"/MetRawvsVtx_x.pdf");
//-------------------
// Met vs Vtx y-axis
//-------------------
TLegend *leg_Vtx_y = new TLegend(0.15,0.15,0.4,0.3,NULL,"brNDC");
leg_Vtx_y->SetTextFont(62);
leg_Vtx_y->SetTextSize(0.03330866);
leg_Vtx_y->SetLineColor(1);
leg_Vtx_y->SetLineStyle(1);
leg_Vtx_y->SetLineWidth(1);
leg_Vtx_y->SetFillColor(0);
leg_Vtx_y->SetFillStyle(1001);
leg_Vtx_y->SetBorderSize(0);
leg_Vtx_y->AddEntry(hMEtMeanVtx_y,"Type1PfMet","p");
leg_Vtx_y->AddEntry(hMEtMeanVtx_Txy_y,"Type1PfMet + Txy","p");
TCanvas* tc_metVtx_y = new TCanvas();
tc_metVtx_y->cd();
hMEtMeanVtx_y->SetMarkerStyle(24);
hMEtMeanVtx_y->SetMarkerSize(1);
hMEtMeanVtx_y->SetMarkerColor(kRed);
hMEtMeanVtx_y->Draw("p0");
//hSlimMet->Draw("p9");
hMEtMeanVtx_Txy_y->SetMarkerStyle(26);
hMEtMeanVtx_Txy_y->SetMarkerSize(1);
hMEtMeanVtx_Txy_y->SetMarkerColor(kBlue);
hMEtMeanVtx_Txy_y->Draw("same");
metZeroLine->Draw("same");
leg_Vtx_y->Draw("same");
tc_metVtx_y->Print(path+"/MetvsVtx_y.png");
tc_metVtx_y->Print(path+"/MetvsVtx_y.pdf");
TLegend *lRa_Vtx_y = new TLegend(0.15,0.15,0.4,0.3,NULL,"brNDC");
lRa_Vtx_y->SetTextFont(62);
lRa_Vtx_y->SetTextSize(0.03330866);
lRa_Vtx_y->SetLineColor(1);
lRa_Vtx_y->SetLineStyle(1);
lRa_Vtx_y->SetLineWidth(1);
lRa_Vtx_y->SetFillColor(0);
lRa_Vtx_y->SetFillStyle(1001);
lRa_Vtx_y->SetBorderSize(0);
lRa_Vtx_y->AddEntry(hMEtRawMeanVtx_y,"MetPfRaw","p");
lRa_Vtx_y->AddEntry(hMEtRawMeanVtx_Txy_y,"MetPfRaw + Txy","p");
TCanvas* tc_metRawVtx_y = new TCanvas();
tc_metRawVtx_y->cd();
hMEtRawMeanVtx_y->SetMarkerStyle(24);
hMEtRawMeanVtx_y->SetMarkerSize(1);
hMEtRawMeanVtx_y->SetMarkerColor(kRed);
hMEtRawMeanVtx_y->Draw("p0");
//hSlimMet->Draw("p9");
hMEtRawMeanVtx_Txy_y->SetMarkerStyle(26);
hMEtRawMeanVtx_Txy_y->SetMarkerSize(1);
hMEtRawMeanVtx_Txy_y->SetMarkerColor(kBlue);
hMEtRawMeanVtx_Txy_y->Draw("same");
metZeroLine->Draw("same");
lRa_Vtx_y->Draw("same");
tc_metRawVtx_y->Print(path+"/MetRawvsVtx_y.png");
tc_metRawVtx_y->Print(path+"/MetRawvsVtx_y.pdf");
//---------------------
// phi distribution
//---------------------
TCanvas* tc_phi = new TCanvas();
tc_phi->cd();
hPhi->SetLineColor(kRed);
hPhi->SetLineWidth(2);
hPhi->Draw("");
hPhiTxy->SetLineColor(kBlue);
hPhiTxy->SetLineWidth(2);
hPhiTxy->Draw("same");
TLegend *leg_Phi = new TLegend(0.15,0.15,0.4,0.3,NULL,"brNDC");
leg_Phi->SetTextFont(62);
leg_Phi->SetTextSize(0.03330866);
leg_Phi->SetLineColor(1);
leg_Phi->SetLineStyle(1);
leg_Phi->SetLineWidth(1);
leg_Phi->SetFillColor(0);
leg_Phi->SetFillStyle(1001);
leg_Phi->SetBorderSize(0);
leg_Phi->AddEntry(hPhi,"Type1PfMet Phi","l");
leg_Phi->AddEntry(hPhiTxy,"corrected Phi","l");
leg_Phi->Draw("same");
tc_phi->Print(path+"/phi.png");
tc_phi->Print(path+"/phi.pdf");
TCanvas* tc_RawPhi = new TCanvas();
tc_RawPhi->cd();
hRawPhi->SetLineColor(kRed);
hRawPhi->SetLineWidth(2);
hRawPhi->Draw("");
hRawPhiTxy->SetLineColor(kBlue);
hRawPhiTxy->SetLineWidth(2);
hRawPhiTxy->Draw("same");
TLegend *lRa_Phi = new TLegend(0.15,0.15,0.4,0.3,NULL,"brNDC");
lRa_Phi->SetTextFont(62);
lRa_Phi->SetTextSize(0.03330866);
lRa_Phi->SetLineColor(1);
lRa_Phi->SetLineStyle(1);
lRa_Phi->SetLineWidth(1);
lRa_Phi->SetFillColor(0);
lRa_Phi->SetFillStyle(1001);
lRa_Phi->SetBorderSize(0);
lRa_Phi->AddEntry(hRawPhi,"MetPfRaw Phi","l");
lRa_Phi->AddEntry(hRawPhiTxy,"corrected Phi","l");
lRa_Phi->Draw("same");
tc_RawPhi->Print(path+"/RawPhi.png");
tc_RawPhi->Print(path+"/RawPhi.pdf");
TCanvas *c_phi[4];
TLegend *l_Phi[4];
for(int i=0;i<4;i++){
//TString Cname = Form("C_Phi_VtxRange_%d", i);
c_phi[i] = new TCanvas();
c_phi[i]->cd();
hPhi_VtxRange[i]->SetLineColor(kRed);
hPhi_VtxRange[i]->SetLineWidth(2);
hPhi_VtxRange[i]->Draw("");
hPhiTxy_VtxRange[i]->SetLineColor(kBlue);
hPhiTxy_VtxRange[i]->SetLineWidth(2);
hPhiTxy_VtxRange[i]->Draw("same");
l_Phi[i] = new TLegend(0.15,0.15,0.4,0.3,NULL,"brNDC");
l_Phi[i]->SetTextFont(62);
l_Phi[i]->SetTextSize(0.03330866);
l_Phi[i]->SetLineColor(1);
l_Phi[i]->SetLineStyle(1);
l_Phi[i]->SetLineWidth(1);
l_Phi[i]->SetFillColor(0);
l_Phi[i]->SetFillStyle(1001);
l_Phi[i]->SetBorderSize(0);
l_Phi[i]->AddEntry(hPhi_VtxRange[i],"Type1PfMet Phi","l");
l_Phi[i]->AddEntry(hPhiTxy_VtxRange[i],"corrected Phi","l");
l_Phi[i]->Draw("same");
TString Oname = Form("Phi_VtxRange_%d", i);
c_phi[i]->Print(path+"/"+Oname+".png");
c_phi[i]->Print(path+"/"+Oname+".pdf");
}
TCanvas* tc_phi_NoCut = new TCanvas();
tc_phi_NoCut->cd();
hPhi_NoCut->SetLineColor(kRed);
hPhi_NoCut->SetLineWidth(2);
hPhi_NoCut->Draw("");
hPhiTxy_NoCut->SetLineColor(kBlue);
hPhiTxy_NoCut->SetLineWidth(2);
hPhiTxy_NoCut->Draw("same");
TLegend *leg_Phi_NoCut = new TLegend(0.15,0.15,0.4,0.3,NULL,"brNDC");
leg_Phi_NoCut->SetTextFont(62);
leg_Phi_NoCut->SetTextSize(0.03330866);
leg_Phi_NoCut->SetLineColor(1);
leg_Phi_NoCut->SetLineStyle(1);
leg_Phi_NoCut->SetLineWidth(1);
leg_Phi_NoCut->SetFillColor(0);
leg_Phi_NoCut->SetFillStyle(1001);
leg_Phi_NoCut->SetBorderSize(0);
leg_Phi_NoCut->AddEntry(hPhi,"Type1PfMet Phi","l");
leg_Phi_NoCut->AddEntry(hPhiTxy,"corrected Phi","l");
leg_Phi_NoCut->Draw("same");
tc_phi_NoCut->Print(path+"/phi_NoCut.png");
tc_phi_NoCut->Print(path+"/phi_NoCut.pdf");
TCanvas* tc_RawPhi_NoCut = new TCanvas();
tc_RawPhi_NoCut->cd();
hRawPhi_NoCut->SetLineColor(kRed);
hRawPhi_NoCut->SetLineWidth(2);
hRawPhi_NoCut->Draw("");
hRawPhiTxy_NoCut->SetLineColor(kBlue);
hRawPhiTxy_NoCut->SetLineWidth(2);
hRawPhiTxy_NoCut->Draw("same");
TLegend *lRa_Phi_NoCut = new TLegend(0.15,0.15,0.4,0.3,NULL,"brNDC");
lRa_Phi_NoCut->SetTextFont(62);
lRa_Phi_NoCut->SetTextSize(0.03330866);
lRa_Phi_NoCut->SetLineColor(1);
lRa_Phi_NoCut->SetLineStyle(1);
lRa_Phi_NoCut->SetLineWidth(1);
lRa_Phi_NoCut->SetFillColor(0);
lRa_Phi_NoCut->SetFillStyle(1001);
lRa_Phi_NoCut->SetBorderSize(0);
lRa_Phi_NoCut->AddEntry(hRawPhi,"MetPfRaw Phi","l");
lRa_Phi_NoCut->AddEntry(hRawPhiTxy,"corrected Phi","l");
lRa_Phi_NoCut->Draw("same");
tc_RawPhi_NoCut->Print(path+"/RawPhi_NoCut.png");
tc_RawPhi_NoCut->Print(path+"/RawPhi_NoCut.pdf");
//---------------------
// corr-org
//---------------------
TCanvas* tc_metDiff = new TCanvas();
tc_metDiff->cd();
hMetDiff->SetMarkerStyle(21);
hMetDiff->Draw("e");
tc_metDiff->Print(path+"/MetDiff.png");
tc_metDiff->Print(path+"/MetDiff.pdf");
TCanvas* tc_metPull = new TCanvas();
tc_metPull->cd();
hMetPull->SetMarkerStyle(21);
hMetPull->Draw("e");
tc_metPull->Print(path+"/MetPull.png");
tc_metPull->Print(path+"/MetPull.pdf");
TCanvas* tc_phiDiff = new TCanvas();
tc_phiDiff->cd();
hPhiDiff->SetMarkerStyle(21);
hPhiDiff->Draw("e");
tc_phiDiff->Print(path+"/PhiDiff.png");
tc_phiDiff->Print(path+"/PhiDiff.pdf");
outFile->cd();
outFile->Write("", TObject::kOverwrite);
outFile->Close();
}
int main(int argc, char* argv[])
{
TApplication theApp(srcName.Data(), &argc, argv);
//=============================================================================
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 int multiLHC = 3000;
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::kt_algorithm, dSjeR, fastjet::BIpt_scheme, fastjet::Best);
//=============================================================================
TRandom3 *r3 = new TRandom3(0);
TF1 *fBkg = BackgroundSpec();
//=============================================================================
std::vector<fastjet::PseudoJet> fjInputVac;
std::vector<fastjet::PseudoJet> fjInputHyd;
//=============================================================================
TList *list = new TList();
TH1D *hWeightSum = new TH1D("hWeightSum", "", 1, 0., 1.); list->Add(hWeightSum);
//=============================================================================
HepMC::IO_GenEvent ascii_in(Form("%s/%s.hepmc",sPath.Data(),sFile.Data()), std::ios::in);
HepMC::GenEvent *evt = ascii_in.read_next_event();
while (evt) {
fjInputVac.resize(0);
fjInputHyd.resize(0);
double dXsect = evt->cross_section()->cross_section() / 1e9;
double dWeight = evt->weights().back();
double dNorm = dWeight * dXsect;
hWeightSum->Fill(0.5, dWeight);
int iCount = 0;
TLorentzVector vPseudo;
for (HepMC::GenEvent::particle_const_iterator p=evt->particles_begin(); p!=evt->particles_end(); ++p) if ((*p)->status()==1) {
vPseudo.SetPtEtaPhiM((*p)->momentum().perp(), (*p)->momentum().eta(), (*p)->momentum().phi(), 0.);
if ((TMath::Abs(vPar.Eta())<dCutEtaMax)) {
fjInputVac.push_back(fastjet::PseudoJet(vPseudo.Px(), vPseudo.Py(), vPseudo.Pz(), vPseudo.E()));
fjInputVac.back().set_user_info(new UserInfoTrk(false));
fjInputVac.back().set_user_index(iCount); iCount+=1;
}
}
//=============================================================================
for (int i=0; i<=multiLHC; i++) {
double dPt = fBkg->GetRandom(fgkPtBkgMin, fgkPtBkgMax); if (dPt<0.001) continue;
vPseudo.SetPtEtaPhiM(dPt, r3->Uniform(-1.*dCutEtaMax,dCutEtaMax), r3->Uniform(0.,TMath::TwoPi()), 0.);
fjInputHyd.push_back(fastjet::PseudoJet(vPseudo.Px(), vPseudo.Py(), vPseudo.Pz(), vPseudo.E()));
fjInputHyd.back().set_user_info(new UserInfoTrk(true));
fjInputHyd.back().set_user_index(-10);
}
fjInputHyd.insert(fjInputHyd.end(), fjInputVac.begin(),fjInputVac.end());
//=============================================================================
fastjet::ClusterSequenceArea clustSeq(fjInputVac, jetsDef, areaDef);
std::vector<fastjet::PseudoJet> includJetsPy = clustSeq.inclusive_jets(dJetsPtMin);
// std::vector<fastjet::PseudoJet> subtedJetsPy = bkgSubtractor(includJetsPy);
std::vector<fastjet::PseudoJet> selectJetsPy = selectJet(includJetsPy);
// std::vector<fastjet::PseudoJet> sortedJetsPy = fastjet::sorted_by_pt(selectJetsPy);
for (int j=0; j<selectJetsPy.size(); j++) {
SetJetUserInfo(selectJetsPy[j]);
selectJetsPy[j].set_user_index(j);
}
//=============================================================================
bkgsEstimator.set_particles(fjInputHyd);
double dBkgRhoHd = bkgsEstimator.rho();
double dBkgRmsHd = bkgsEstimator.sigma();
fastjet::ClusterSequenceArea clustSeqHd(fjInputHyd, jetsDef, areaDef);
std::vector<fastjet::PseudoJet> includJetsHd = clustSeqHd.inclusive_jets(dJetsPtMin);
std::vector<fastjet::PseudoJet> selectJetsHd = selectJet(includJetsHd);
for (int j=0; j<selectJetsHd.size(); j++) {
SetJetUserInfo(selectJetsHd[j]);
selectJetsHd[j].set_user_index(j);
if (selectJetsHd[j].user_info<UserInfoJet>().IsBkg()) continue;
for (int i=0; i<selectJetsPy.size(); i++) {
if (CalcDeltaR(selectJetsHd[j],selectJetsPy[i])>0.8) continue;
DoTrkMatch(selectJetsHd[j], selectJetsPy[i]);
}
}
//=============================================================================
for (int j=0; j<sortedJets.size(); j++) {
double dJet = sortedJets[j].pt();
hJet->Fill(dJet, dNorm);
//=============================================================================
fastjet::Filter trimmer(subjDef, fastjet::SelectorPtFractionMin(0.));
fastjet::PseudoJet trimmdJet = trimmer(sortedJets[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, dNorm);
hJetIsz->Fill(dJet, dIsj/dJet, dNorm);
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, dNorm);
if (d1sj>0.) { hJet1sj->Fill(dJet, d1sj, dNorm); hJet1sz->Fill(dJet, d1sj/dJet, dNorm); }
if (d2sj>0.) { hJet2sj->Fill(dJet, d2sj, dNorm); hJet2sz->Fill(dJet, d2sj/dJet, dNorm); }
if ((d1sj>0.) && (d2sj>0.)) {
TVector3 v1sj; v1sj.SetPtEtaPhi(d1sj, trimmdSj[k1sj].eta(), trimmdSj[k1sj].phi());
TVector3 v2sj; v2sj.SetPtEtaPhi(d2sj, trimmdSj[k2sj].eta(), trimmdSj[k2sj].phi());
double dsj = d1sj - d2sj;
double dsz = dsj / dJet;
double dsr = v1sj.DeltaR(v2sj) / 2. / dJetR;
hJetDsj->Fill(dJet, dsj, dNorm);
hJetDsz->Fill(dJet, dsz, dNorm);
hJetDsr->Fill(dJet, dsz, dsr, dNorm);
}
}
//=============================================================================
delete evt;
ascii_in >> evt;
}
//=============================================================================
TFile *file = TFile::Open(Form("%s.root",sFile.Data()), "NEW");
list->Write();
file->Close();
//=============================================================================
cout << "DONE" << endl;
return 0;
}
void ntupleViewer_Chain_MC(){
const double beamspot=-0.005;
// gROOT->Reset();
gStyle->SetOptStat(1111);
gStyle->SetCanvasBorderMode(0);
gStyle->SetPadBorderMode(0);
gStyle->SetCanvasColor(10);
gStyle->SetPadColor(10);
gStyle->SetFillColor(10);
gStyle->SetStatColor(10);
gStyle->SetTitleFillColor(10);
std::string addMe = "MC_";
TH1D* eta_All =new TH1D( (addMe + std::string("eta_All")).c_str() , (addMe + std::string("eta_All")).c_str(),25,-3,3);
TH1D* eta_withVertex =new TH1D( (addMe + std::string("eta_withVertex")).c_str() , (addMe + std::string("eta_withVertex")).c_str(),25,-3,3);
TH1D* eta_AssVertex =new TH1D( (addMe + std::string("eta_AssVertex")).c_str() , (addMe + std::string("eta_AssVertex")).c_str(),25,-3,3);
TH1D* phi_All =new TH1D( (addMe + std::string("phi_All")).c_str() , (addMe + std::string("phi_All")).c_str(),25,-3.1415,3.1415);
TH1D* phi_withVertex =new TH1D( (addMe + std::string("phi_withVertex")).c_str() , (addMe + std::string("phi_withVertex")).c_str(),25,-3.1415,3.1415);
TH1D* phi_AssVertex =new TH1D( (addMe + std::string("phi_AssVertex")).c_str() , (addMe + std::string("phi_AssVertex")).c_str(),25,-3.1415,3.1415);
TH1D* pt_All =new TH1D( (addMe + std::string("pt_All")).c_str() , (addMe + std::string("pt_All")).c_str(),400,0.,40);
TH1D* pt_withVertex =new TH1D( (addMe + std::string("pt_withVertex")).c_str() , (addMe + std::string("pt_withVertex")).c_str(),400,0.,40);
TH1D* pt_AssVertex =new TH1D( (addMe + std::string("pt_AssVertex")).c_str() , (addMe + std::string("pt_AssVertex")).c_str(),400,0.,40);
TH1D* track_multip_All =new TH1D( (addMe + std::string("track_multip_All")).c_str() , (addMe + std::string("track_multip_All")).c_str(),201,0,200);
TH1D* track_multip_withVertex=new TH1D( (addMe + std::string("track_multip_withVertex")).c_str(), (addMe + std::string("track_multip_withVertex")).c_str(),201,0,200);
TH1D* track_multip_AssVertex =new TH1D( (addMe + std::string("track_multip_AssVertex")).c_str() , (addMe + std::string("track_multip_AssVertex")).c_str(),201,0,200);
TH2D* pt_vs_multip_All =new TH2D( (addMe + std::string("pt_vs_multip_All")).c_str() , (addMe + std::string("pt_vs_multip_All")).c_str(),400,0.,40,201,0,200);
TH2D* pt_vs_multip_withVertex =new TH2D( (addMe + std::string("pt_vs_multip_withVertex")).c_str() , (addMe + std::string("pt_vs_multip_withVertex")).c_str(),400,0.,40,201,0,200);
TH2D* pt_vs_multip_AssVertex =new TH2D( (addMe + std::string("pt_vs_multip_AssVertex")).c_str() , (addMe + std::string("pt_vs_multip_AssVertex")).c_str(),400,0.,40,201,0,200);
TH2D* pt_vs_ndof_All =new TH2D( (addMe + std::string("pt_vs_ndof_All")).c_str() , (addMe + std::string("pt_vs_ndof_All")).c_str(),400,0.,40,61,0,60);
TH2D* pt_vs_ndof_withVertex =new TH2D( (addMe + std::string("pt_vs_ndof_withVertex")).c_str() , (addMe + std::string("pt_vs_ndof_withVertex")).c_str(),400,0.,40,61,0,60);
TH2D* pt_vs_ndof_AssVertex =new TH2D( (addMe + std::string("pt_vs_ndof_AssVertex")).c_str() , (addMe + std::string("pt_vs_ndof_AssVertex")).c_str(),400,0.,40,61,0,60);
TH1D* ndof_All =new TH1D( (addMe + std::string("ndof_All")).c_str() , (addMe + std::string("ndof_All")).c_str(),61,0,60);
TH1D* ndof_withVertex =new TH1D( (addMe + std::string("ndof_withVertex")).c_str() , (addMe + std::string("ndof_withVertex")).c_str(),61,0,60);
TH1D* ndof_AssVertex =new TH1D( (addMe + std::string("ndof_AssVertex")).c_str() , (addMe + std::string("ndof_AssVertex")).c_str(),61,0,60);
TH1D* normChi2_All =new TH1D( (addMe + std::string("normChi2_All")).c_str() , (addMe + std::string("normChi2_All")).c_str(),25,0,20);
TH1D* normChi2_withVertex =new TH1D( (addMe + std::string("normChi2_withVertex")).c_str() , (addMe + std::string("normChi2_withVertex")).c_str(),25,0,20);
TH1D* normChi2_AssVertex =new TH1D( (addMe + std::string("normChi2_AssVertex")).c_str() , (addMe + std::string("normChi2_AssVertex")).c_str(),25,0,20);
TH2D* chi2_vs_pT_All =new TH2D( (addMe + std::string("chi2_vs_pT_All")).c_str() , (addMe + std::string("chi2_vs_pT_All")).c_str(),25,0,20,400,0.,40);
TH2D* chi2_vs_pT_withVertex=new TH2D( (addMe + std::string("chi2_vs_pT_withVertex")).c_str(), (addMe + std::string("chi2_vs_pT_withVertex")).c_str(),25,0,20,400,0.,40);
TH2D* chi2_vs_pT_AssVertex =new TH2D( (addMe + std::string("chi2_vs_pT_AssVertex")).c_str() , (addMe + std::string("chi2_vs_pT_AssVertex")).c_str(),25,0,20,400,0.,40);
TH2D* chi2_vs_pT_lowMultip_All =new TH2D( (addMe + std::string("chi2_vs_pT_lowMultip_All")).c_str() , (addMe + std::string("chi2_vs_pT_lowMultip_All")).c_str(),25,0,20,400,0.,40);
TH2D* chi2_vs_pT_lowMultip_withVertex=new TH2D( (addMe + std::string("chi2_vs_pT_lowMultip_withVertex")).c_str(), (addMe + std::string("chi2_vs_pT_lowMultip_withVertex")).c_str(),25,0,20,400,0.,40);
TH2D* chi2_vs_pT_lowMultip_AssVertex =new TH2D( (addMe + std::string("chi2_vs_pT_lowMultip_AssVertex")).c_str() , (addMe + std::string("chi2_vs_pT_lowMultip_AssVertex")).c_str(),25,0,20,400,0.,40);
TH2D* chi2_vs_pT_highMultip_All =new TH2D( (addMe + std::string("chi2_vs_pT_highMultip_All")).c_str() , (addMe + std::string("chi2_vs_pT_highMultip_All")).c_str(),25,0,20,400,0.,40);
TH2D* chi2_vs_pT_highMultip_withVertex=new TH2D( (addMe + std::string("chi2_vs_pT_highMultip_withVertex")).c_str(), (addMe + std::string("chi2_vs_pT_highMultip_withVertex")).c_str(),25,0,20,400,0.,40);
TH2D* chi2_vs_pT_highMultip_AssVertex =new TH2D( (addMe + std::string("chi2_vs_pT_highMultip_AssVertex")).c_str() , (addMe + std::string("chi2_vs_pT_highMultip_AssVertex")).c_str(),25,0,20,400,0.,40);
TH1D* vertexes =new TH1D( (addMe + std::string("vertexes")).c_str() , (addMe + std::string("vertexes")).c_str(),5,0,5);
TH1D* vertexes_z =new TH1D( (addMe + std::string("vertexes_z")).c_str() , (addMe + std::string("vertexes_z")).c_str(),25,-20,20);
TH2D* vertexes_xy =new TH2D( (addMe + std::string("vertexes_xy")).c_str() , (addMe + std::string("vertexes_xy")).c_str(),200,-10,10,200,-10,10);
TH1D* deltaZ_trackPV =new TH1D( (addMe + std::string("deltaZ_trackPV")).c_str() , (addMe + std::string("deltaZ_trackPV")).c_str(),50,-25,25);
TH1D* deltaZ_trackPV_ZOOM =new TH1D( (addMe + std::string("deltaZ_trackPV_ZOOM")).c_str() , (addMe + std::string("deltaZ_trackPV_ZOOM")).c_str(),100,-3,3);
TH1D* deltaX_trackPV =new TH1D( (addMe + std::string("deltaX_trackPV")).c_str() , (addMe + std::string("deltaX_trackPV")).c_str(),50,-25,25);
TH1D* deltaX_trackPV_ZOOM =new TH1D( (addMe + std::string("deltaX_trackPV_ZOOM")).c_str() , (addMe + std::string("deltaX_trackPV_ZOOM")).c_str(),100,-3,3);
TH1D* deltaY_trackPV =new TH1D( (addMe + std::string("deltaY_trackPV")).c_str() , (addMe + std::string("deltaY_trackPV")).c_str(),50,-25,25);
TH1D* deltaY_trackPV_ZOOM =new TH1D( (addMe + std::string("deltaY_trackPV_ZOOM")).c_str() , (addMe + std::string("deltaY_trackPV_ZOOM")).c_str(),100,-3,3);
TH1D* vertexesNum_NoutTrk =new TH1D( (addMe + std::string("vertexesNum_NoutTrk")).c_str() , (addMe + std::string("vertexesNum_NoutTrk")).c_str(),50,0,50);
TH1D* deltaZ_v1v2 =new TH1D( (addMe + std::string("deltaZ_v1v2")).c_str() , (addMe + std::string("deltaZ_v1v2")).c_str(),100,0,50);
TH1D* dZ_All =new TH1D( (addMe + std::string("dZ_All")).c_str() , (addMe + std::string("dZ_All")).c_str(),100,-3,3);
TH1D* d0_All =new TH1D( (addMe + std::string("d0_All")).c_str() , (addMe + std::string("d0_All")).c_str(),100,-3,3);
TH1D* dZPoint_Ass =new TH1D( (addMe + std::string("dZPoint_Ass")).c_str() , (addMe + std::string("dZPoint_Ass")).c_str(),100,-3,3);
TH1D* d0Point_Ass =new TH1D( (addMe + std::string("d0Point_Ass")).c_str() , (addMe + std::string("d0Point_Ass")).c_str(),100,-3,3);
TH1D* dZ_Ass =new TH1D( (addMe + std::string("dZ_Ass")).c_str() , (addMe + std::string("dZ_Ass")).c_str(),100,-3,3);
TH1D* d0_Ass =new TH1D( (addMe + std::string("d0_Ass")).c_str() , (addMe + std::string("d0_Ass")).c_str(),100,-3,3);
TH1D* dZPoint_Vtx =new TH1D( (addMe + std::string("dZPoint_Vtx")).c_str() , (addMe + std::string("dZPoint_Vtx")).c_str(),100,-3,3);
TH1D* d0Point_Vtx =new TH1D( (addMe + std::string("d0Point_Vtx")).c_str() , (addMe + std::string("d0Point_Vtx")).c_str(),100,-3,3);
TH1D* dZ_Vtx =new TH1D( (addMe + std::string("dZ_Vtx")).c_str() , (addMe + std::string("dZ_Vtx")).c_str(),100,-3,3);
TH1D* d0_Vtx =new TH1D( (addMe + std::string("d0_Vtx")).c_str() , (addMe + std::string("d0_Vtx")).c_str(),100,-3,3);
TH1D* dZ_Vtx_LARGE =new TH1D( (addMe + std::string("dZ_Vtx_LARGE")).c_str() , (addMe + std::string("dZ_Vtx_LARGE")).c_str(),500,-15,15);
TH1D* hthrust_z_All =new TH1D( (addMe + std::string("hthrust_z_All")).c_str() , (addMe + std::string("thrust_z_All")).c_str(),50,-1.1,1.1);
TH1D* hthrust_z_withVertex =new TH1D( (addMe + std::string("hthrust_z_withVertex")).c_str(), (addMe + std::string("thrust_y_withVertex")).c_str(),50,-1.1,1.1);
TH1D* hthrust_z_AssVertex =new TH1D( (addMe + std::string("hthrust_z_AssVertex")).c_str() , (addMe + std::string("thrust_z_AssVertex")).c_str(),50,-1.1,1.1);
TH1D* chargeAsymmetry_All = new TH1D( (addMe + std::string("chargeAsymmetry_All")).c_str() , (addMe + std::string("chargeAsymmetry_All")).c_str(),20,-10,10);
TH1D* chargeAsymmetry_AssVertex = new TH1D( (addMe + std::string("chargeAsymmetry_AssVertex")).c_str() , (addMe + std::string("chargeAsymmetry_AssVertex")).c_str(),20,-10,10);
//******* partonic analysis *******
TH1D* eta_All_HC =new TH1D( (addMe + std::string("eta_All_HC")).c_str() , (addMe + std::string("eta_All_HC")).c_str(),25,-3,3);
TH1D* eta_AssVertex_HC =new TH1D( (addMe + std::string("eta_AssVertex_HC")).c_str() , (addMe + std::string("eta_AssVertex_HC")).c_str(),25,-3,3);
TH1D* pt_All_HC =new TH1D( (addMe + std::string("pt_All_HC")).c_str() , (addMe + std::string("pt_All_HC")).c_str(),400,0.,40);
TH1D* pt_AssVertex_HC =new TH1D( (addMe + std::string("pt_AssVertex_HC")).c_str() , (addMe + std::string("pt_AssVertex_HC")).c_str(),400,0.,40);
TH1D* track_multip_All_HC =new TH1D( (addMe + std::string("track_multip_All_HC")).c_str() , (addMe + std::string("track_multip_All_HC")).c_str(),201,0,200);
TH1D* track_multip_AssVertex_HC =new TH1D( (addMe + std::string("track_multip_AssVertex_HC")).c_str() , (addMe + std::string("track_multip_AssVertex_HC")).c_str(),201,0,200);
TH1D* eta_All_DD =new TH1D( (addMe + std::string("eta_All_DD")).c_str() , (addMe + std::string("eta_All_DD")).c_str(),25,-3,3);
TH1D* eta_AssVertex_DD =new TH1D( (addMe + std::string("eta_AssVertex_DD")).c_str() , (addMe + std::string("eta_AssVertex_DD")).c_str(),25,-3,3);
TH1D* pt_All_DD =new TH1D( (addMe + std::string("pt_All_DD")).c_str() , (addMe + std::string("pt_All_DD")).c_str(),400,0.,40);
TH1D* pt_AssVertex_DD =new TH1D( (addMe + std::string("pt_AssVertex_DD")).c_str() , (addMe + std::string("pt_AssVertex_DD")).c_str(),400,0.,40);
TH1D* track_multip_All_DD =new TH1D( (addMe + std::string("track_multip_All_DD")).c_str() , (addMe + std::string("track_multip_All_DD")).c_str(),201,0,200);
TH1D* track_multip_AssVertex_DD =new TH1D( (addMe + std::string("track_multip_AssVertex_DD")).c_str() , (addMe + std::string("track_multip_AssVertex_DD")).c_str(),201,0,200);
TH1D* eta_All_SD =new TH1D( (addMe + std::string("eta_All_SD")).c_str() , (addMe + std::string("eta_All_SD")).c_str(),25,-3,3);
TH1D* eta_AssVertex_SD =new TH1D( (addMe + std::string("eta_AssVertex_SD")).c_str() , (addMe + std::string("eta_AssVertex_SD")).c_str(),25,-3,3);
TH1D* pt_All_SD =new TH1D( (addMe + std::string("pt_All_SD")).c_str() , (addMe + std::string("pt_All_SD")).c_str(),400,0.,40);
TH1D* pt_AssVertex_SD =new TH1D( (addMe + std::string("pt_AssVertex_SD")).c_str() , (addMe + std::string("pt_AssVertex_SD")).c_str(),400,0.,40);
TH1D* track_multip_All_SD =new TH1D( (addMe + std::string("track_multip_All_SD")).c_str() , (addMe + std::string("track_multip_All_SD")).c_str(),201,0,200);
TH1D* track_multip_AssVertex_SD =new TH1D( (addMe + std::string("track_multip_AssVertex_SD")).c_str() , (addMe + std::string("track_multip_AssVertex_SD")).c_str(),201,0,200);
//*********************************
TChain fChain ("MyAnalyzer/EventTree") ;
fChain.Add("MCntuple_Summer09-D6T_STARTUP3X_V8I_900GeV-v2/res/*root");
dati Input(&fChain);
int entries = fChain.GetEntries();
//******* TRUST_Z histograms *****
//deleted
//
//******* TRACK parameters ******
cout<<"corro su "<<entries<<" entries"<<endl;
for(int eventn=0;eventn<entries;eventn++){
fChain.GetEntry(eventn);
//id_process test
int unClassified=0;
vector<int> unClassifiedId;
if ( !(Input.genEventScale==11 || Input.genEventScale==12 || Input.genEventScale==13 ||
Input.genEventScale==28 || Input.genEventScale==53 || Input.genEventScale==68 ||
Input.genEventScale==92 ||Input.genEventScale==93 || Input.genEventScale==94 ) )
{
unClassified++;
bool alreadyFound=false;
for( int i=0;i<unClassifiedId.size();i++)
if (Input.genEventScale==unClassifiedId[i]) alreadyFound=true;
if(!alreadyFound){
unClassifiedId.push_back(runNumber);
}
}
int chargePlusY=0;
int chargeMinusY=0;
int trackCounter_HC=0;
int trackCounter_SD=0;
int trackCounter_DD=0;
//All
track_multip_All->Fill(Input.numTracks);
for(Int_t trackn=0;trackn<Input.numTracks;trackn++){ //tutte le tracce dell'evento
eta_All->Fill(Input.track_eta[trackn]);
phi_All->Fill(Input.track_phi[trackn]);
pt_All->Fill(Input.track_pt[trackn]);
normChi2_All->Fill(Input.track_normalizedChi2[trackn]);
chi2_vs_pT_All->Fill(Input.track_normalizedChi2[trackn],Input.track_pt[trackn]);
pt_vs_multip_All->Fill(Input.track_pt[trackn],Input.numTracks);
pt_vs_ndof_All->Fill(Input.track_pt[trackn],Input.track_ndof[trackn]);
ndof_All->Fill(Input.track_ndof[trackn]);
if (Input.numTracks>100) chi2_vs_pT_highMultip_All->Fill(Input.track_normalizedChi2[trackn],Input.track_pt[trackn]);
else chi2_vs_pT_lowMultip_All->Fill(Input.track_normalizedChi2[trackn],Input.track_pt[trackn]);
dZ_All->Fill( Input.track_dz[trackn] );
d0_All->Fill( Input.track_d0[trackn] );
if ( Input.track_py[trackn]>0. ) chargePlusY+=Input.track_charge[trackn];
else chargeMinusY+=Input.track_charge[trackn];
//partonic analysis
if (Input.genEventScale==11 || Input.genEventScale==12 || Input.genEventScale==13 ||
Input.genEventScale==28 || Input.genEventScale==53 || Input.genEventScale==68)
{//HC
trackCounter_HC++;
eta_All_HC->Fill(Input.track_eta[trackn]);
pt_All_HC->Fill(Input.track_pt[trackn]);
}
else if (Input.genEventScale==92 ||Input.genEventScale==93)
{//SD
trackCounter_SD++;
eta_All_SD->Fill(Input.track_eta[trackn]);
pt_All_SD->Fill(Input.track_pt[trackn]);
}
else if (Input.genEventScale==94 )
{//DD
trackCounter_DD++;
eta_All_DD->Fill(Input.track_eta[trackn]);
pt_All_DD->Fill(Input.track_pt[trackn]);
}
}//tutte le tracce dell'evento
track_multip_All_HC->Fill(trackCounter_HC);
track_multip_All_SD->Fill(trackCounter_SD);
track_multip_All_DD->Fill(trackCounter_DD);
chargeAsymmetry_All->Fill(chargePlusY+chargeMinusY);
//vertex presence requirement
for(Int_t vertexn=0;vertexn<Input.numVertices;vertexn++)
{
if(Input.vertex_z[vertexn]!=beamspot){ //vertice non ricostruito valore del beam spot
if(fabs(Input.vertex_z[vertexn]-beamspot)<10){
track_multip_withVertex->Fill(Input.numTracks);
for(Int_t trackn=0;trackn<Input.numTracks;trackn++){
//if (track_pt[trackn]>8.) continue;
eta_withVertex->Fill(Input.track_eta[trackn]);
phi_withVertex->Fill(Input.track_phi[trackn]);
pt_withVertex->Fill(Input.track_pt[trackn]);
normChi2_withVertex->Fill(Input.track_normalizedChi2[trackn]);
chi2_vs_pT_withVertex->Fill(Input.track_normalizedChi2[trackn],Input.track_pt[trackn]);
pt_vs_multip_withVertex->Fill(Input.track_pt[trackn],Input.numTracks);
pt_vs_ndof_withVertex->Fill(Input.track_pt[trackn],Input.track_ndof[trackn]);
ndof_withVertex->Fill(Input.track_ndof[trackn]);
if (Input.numTracks>100) chi2_vs_pT_highMultip_withVertex->Fill(Input.track_normalizedChi2[trackn],Input.track_pt[trackn]);
else chi2_vs_pT_lowMultip_withVertex->Fill(Input.track_normalizedChi2[trackn],Input.track_pt[trackn]);
dZPoint_Vtx->Fill( (Input.track_vz[trackn]-Input.vertex_z[vertexn])- ( (Input.track_vx[trackn]-Input.vertex_x[vertexn])*Input.track_px[trackn] + (Input.track_vy[trackn]-Input.vertex_y[vertexn])*Input.track_py[trackn])/(Input.track_pt[trackn]) * Input.track_pz[trackn]/Input.track_pt[trackn] );
d0Point_Vtx->Fill( (-(Input.track_vx[trackn]-Input.vertex_x[vertexn])*Input.track_py[trackn]+(Input.track_vy[trackn]-Input.vertex_y[vertexn])*Input.track_px[trackn])/Input.track_pt[trackn] );
dZ_Vtx->Fill( Input.track_dz[trackn] );
dZ_Vtx_LARGE->Fill( Input.track_dz[trackn] );
d0_Vtx->Fill( Input.track_d0[trackn] );
}
}
break;
}//vertice non ricostruito valore del beam spot
}
//Vertex Association requirement
chargePlusY=0;
chargeMinusY=0;
trackCounter_HC=0;
trackCounter_SD=0;
trackCounter_DD=0;
for(Int_t vertexn=0;vertexn<Input.numVertices;vertexn++)
{
//std::cout<<"vertices z: "<<Input.vertex_z[vertexn]<<endl;
if(Input.vertex_z[vertexn]!=beamspot){ //vertice non ricostruito valore del beam spot
if(fabs(Input.vertex_z[vertexn]-beamspot)<10){
int fillCounter=0;
for(Int_t trackn=0;trackn<Input.numTracks;trackn++){
double dZ_cut= (Input.track_vz[trackn]-Input.vertex_z[vertexn])- ( (Input.track_vx[trackn]-Input.vertex_x[vertexn])*Input.track_px[trackn] + (Input.track_vy[trackn]-Input.vertex_y[vertexn])*Input.track_py[trackn])/(Input.track_pt[trackn]) * Input.track_pz[trackn]/Input.track_pt[trackn] ;
double d0_cut= (-(Input.track_vx[trackn]-Input.vertex_x[vertexn])*Input.track_py[trackn]+(Input.track_vy[trackn]-Input.vertex_y[vertexn])*Input.track_px[trackn])/Input.track_pt[trackn] ;
//if ( fabs(track_vz[trackn]-vertex_z[vertexn])<1. ) //old cut in acceptance
if ( fabs(dZ_cut)<0.36 && fabs(d0_cut)<0.18 &&
Input.track_highPurity[trackn]==1 && Input.track_pt[trackn]>0.29)
{
fillCounter++;
eta_AssVertex->Fill(Input.track_eta[trackn]);
phi_AssVertex->Fill(Input.track_phi[trackn]);
pt_AssVertex->Fill(Input.track_pt[trackn]);
normChi2_AssVertex->Fill(Input.track_normalizedChi2[trackn]);
chi2_vs_pT_AssVertex->Fill(Input.track_normalizedChi2[trackn],Input.track_pt[trackn]);
pt_vs_multip_AssVertex->Fill(Input.track_pt[trackn],Input.numTracks);
pt_vs_ndof_AssVertex->Fill(Input.track_pt[trackn],Input.track_ndof[trackn]);
ndof_AssVertex->Fill(Input.track_ndof[trackn]);
if (Input.numTracks>100) chi2_vs_pT_highMultip_AssVertex->Fill(Input.track_normalizedChi2[trackn],Input.track_pt[trackn]);
else chi2_vs_pT_lowMultip_AssVertex->Fill(Input.track_normalizedChi2[trackn],Input.track_pt[trackn]);
dZPoint_Ass->Fill( (Input.track_vz[trackn]-Input.vertex_z[vertexn])- ( (Input.track_vx[trackn]-Input.vertex_x[vertexn])*Input.track_px[trackn] + (Input.track_vy[trackn]-Input.vertex_y[vertexn])*Input.track_py[trackn])/(Input.track_pt[trackn]) * Input.track_pz[trackn]/Input.track_pt[trackn] );
d0Point_Ass->Fill( (-(Input.track_vx[trackn]-Input.vertex_x[vertexn])*Input.track_py[trackn]+(Input.track_vy[trackn]-Input.vertex_y[vertexn])*Input.track_px[trackn])/Input.track_pt[trackn] );
dZ_Ass->Fill( Input.track_dz[trackn] );
d0_Ass->Fill( Input.track_d0[trackn] );
if ( Input.track_py[trackn]>0. ) chargePlusY+=Input.track_charge[trackn];
else chargeMinusY+=Input.track_charge[trackn];
//partonic analysis
if (Input.genEventScale==11 || Input.genEventScale==12 || Input.genEventScale==13 ||
Input.genEventScale==28 || Input.genEventScale==53 || Input.genEventScale==68)
{//HC
trackCounter_HC++;
eta_AssVertex_HC->Fill(Input.track_eta[trackn]);
pt_AssVertex_HC->Fill(Input.track_pt[trackn]);
}
else if (Input.genEventScale==92 ||Input.genEventScale==93)
{//SD
trackCounter_SD++;
eta_AssVertex_SD->Fill(Input.track_eta[trackn]);
pt_AssVertex_SD->Fill(Input.track_pt[trackn]);
}
else if (Input.genEventScale==94 )
{//DD
trackCounter_DD++;
eta_AssVertex_DD->Fill(Input.track_eta[trackn]);
pt_AssVertex_DD->Fill(Input.track_pt[trackn]);
}
}
}
track_multip_AssVertex->Fill(fillCounter);
track_multip_AssVertex_HC->Fill(trackCounter_HC);
track_multip_AssVertex_SD->Fill(trackCounter_SD);
track_multip_AssVertex_DD->Fill(trackCounter_DD);
chargeAsymmetry_AssVertex->Fill(chargePlusY+chargeMinusY);
}
break;
}//vertice non ricostruito valore del beam spot
}
}
if (unClassifiedId.size()!=0){
cout<<"cio' dei, e sti muli do che te li meti, ah?!"<<endl;
for (int id=0;id<unClassifiedId.size();id++)
cout<<unClassifiedId[id]<<" ";
cout<<endl;
}
//***** VERTEX properties *****
int contime=0;
int eventsWithRealVertex=0;
int eventsWithRealGoodVertex0;
cout<<"corro su "<<entries<<" entries"<<endl;
for(int eventn=0;eventn<entries;eventn++){
fChain.GetEntry(eventn);
int fill;
if (Input.numVertices==1){
if (Input.vertex_z[0]==beamspot) fill = 0;
else fill = 1;
}
else fill = Input.numVertices;
vertexes->Fill(fill);
if (Input.numVertices>1)
deltaZ_v1v2->Fill( fabs(Input.vertex_z[0]-Input.vertex_z[1]) );
for(Int_t vertexn=0;vertexn<Input.numVertices;vertexn++){
if(Input.vertex_z[vertexn]!=beamspot){ //vertice non ricostruito valore del beam spot
vertexesNum_NoutTrk->Fill(Input.vertex_nOutgoingTracks[vertexn]);
vertexes_z->Fill(Input.vertex_z[vertexn]);
vertexes_xy->Fill(Input.vertex_x[vertexn],Input.vertex_y[vertexn]);
}//vertice non ricostruito valore del beam spot
}
for(Int_t vertexn=0;vertexn<Input.numVertices;vertexn++)
{
if(Input.vertex_z[0]!=beamspot){ //vertice non ricostruito valore del beam spot
if(fabs(Input.vertex_z[vertexn]-beamspot)<10){
contime++;
for(Int_t trackn=0;trackn<Input.numTracks;trackn++){
deltaZ_trackPV->Fill(Input.track_vz[trackn]-Input.vertex_z[vertexn]);
deltaZ_trackPV_ZOOM->Fill(Input.track_vz[trackn]-Input.vertex_z[vertexn]);
deltaX_trackPV->Fill(Input.track_vx[trackn]-Input.vertex_x[vertexn]);
deltaX_trackPV_ZOOM->Fill(Input.track_vx[trackn]-Input.vertex_x[vertexn]);
deltaY_trackPV->Fill(Input.track_vy[trackn]-Input.vertex_y[vertexn]);
deltaY_trackPV_ZOOM->Fill(Input.track_vy[trackn]-Input.vertex_y[vertexn]);
}
break;
}
}//vertice non ricostruito valore del beam spot
}
}
cout<<"eventi con vertice reale e buono, li gavemo contai: "<<contime<<endl;
double averageMultip = track_multip_AssVertex->GetMean();
TH1D* KNO_scaling = new TH1D("KNO_scaling","KNO_scaling",track_multip_AssVertex->GetNbinsX(),0.,double(track_multip_AssVertex->GetNbinsX())/averageMultip);
KNO_scaling->GetXaxis()->SetTitle("n / < n >");
KNO_scaling->GetYaxis()->SetTitle("< n > P_{n}");
for (int k=1; k<=KNO_scaling->GetNbinsX(); k++)
KNO_scaling->SetBinContent(k,averageMultip*track_multip_AssVertex->GetBinContent(k));
if (realdata){
//********* SetStatisticalError Real Data *********
setStatError(eta_withVertex);
setStatError(eta_All);
setStatError(eta_AssVertex);
setStatError(phi_withVertex);
setStatError(phi_All);
setStatError(phi_AssVertex);
setStatError(pt_withVertex);
setStatError(pt_All);
setStatError(pt_AssVertex);
setStatError(normChi2_withVertex);
setStatError(normChi2_All);
setStatError(normChi2_AssVertex);
setStatError(vertexes);
setStatError(vertexes_z);
setStatError(deltaZ_trackPV);
setStatError(vertexesNum_NoutTrk);
//**** marker styles *****
eta_withVertex->SetMarkerStyle(22);
eta_AssVertex->SetMarkerStyle(22);
eta_All->SetMarkerStyle(22);
phi_withVertex->SetMarkerStyle(22);
phi_AssVertex->SetMarkerStyle(22);
phi_All->SetMarkerStyle(22);
pt_withVertex->SetMarkerStyle(22);
pt_AssVertex->SetMarkerStyle(22);
pt_All->SetMarkerStyle(22);
normChi2_withVertex->SetMarkerStyle(22);
normChi2_AssVertex->SetMarkerStyle(22);
normChi2_All->SetMarkerStyle(22);
vertexes_z->SetMarkerStyle(22);
deltaZ_trackPV->SetMarkerStyle(22);
vertexesNum_NoutTrk->SetMarkerStyle(22);
vertexes->SetMarkerStyle(22);
}
vertexes->GetXaxis()->SetBinLabel(1,"BeamSpot");
vertexes->GetXaxis()->SetBinLabel(2,"1 Vertex");
vertexes->GetXaxis()->SetBinLabel(3,"2 Vertices");
vertexes->GetXaxis()->SetBinLabel(4,"3 Vertices");
vertexes->GetXaxis()->SetBinLabel(5,"4 Vertices");
vertexes->GetXaxis()->SetTitle("N^{vtx}/evt");
deltaZ_v1v2->GetXaxis()->SetTitle("|v^{1}_{z}-v^{1}_{z}|");
//***** saving histos *****
std::string fileToOpen="histoMC_fromChain_addpTcutAndGenLevelObservations.root";
TFile outFile((fileToOpen).c_str(),"RECREATE");
eta_withVertex->Write();
eta_All->Write();
phi_withVertex->Write();
phi_All->Write();
pt_withVertex ->Write();
pt_All->Write();
normChi2_withVertex->Write();
normChi2_All->Write();
vertexes->Write();
vertexes_z->Write();
vertexes_xy->Write();
deltaZ_trackPV->Write();
vertexesNum_NoutTrk->Write();
deltaZ_v1v2->Write();
eta_AssVertex->Write();
phi_AssVertex->Write();
pt_AssVertex ->Write();
normChi2_AssVertex->Write();
hthrust_z_All->Write();
hthrust_z_withVertex->Write();
hthrust_z_AssVertex->Write();
track_multip_All->Write();
track_multip_withVertex->Write();
track_multip_AssVertex->Write();
chi2_vs_pT_All->Write();
chi2_vs_pT_withVertex->Write();
chi2_vs_pT_AssVertex->Write();
chi2_vs_pT_lowMultip_All->Write();
chi2_vs_pT_lowMultip_withVertex->Write();
chi2_vs_pT_lowMultip_AssVertex->Write();
chi2_vs_pT_highMultip_All->Write();
chi2_vs_pT_highMultip_withVertex->Write();
chi2_vs_pT_highMultip_AssVertex->Write();
pt_vs_multip_All->Write();
pt_vs_multip_withVertex->Write();
pt_vs_multip_AssVertex->Write();
pt_vs_ndof_All->Write();
pt_vs_ndof_withVertex->Write();
pt_vs_ndof_AssVertex->Write();
deltaX_trackPV->Write();
deltaX_trackPV_ZOOM->Write();
deltaY_trackPV->Write();
deltaY_trackPV_ZOOM->Write();
dZ_All->Write();
d0_All->Write();
dZPoint_Ass->Write();
d0Point_Ass->Write();
dZ_Ass->Write();
d0_Ass->Write();
dZPoint_Vtx->Write();
d0Point_Vtx->Write();
dZ_Vtx->Write();
dZ_Vtx_LARGE->Write();
d0_Vtx->Write();
// KNO_scaling->Write();
ndof_All->Write();
ndof_withVertex->Write();
ndof_AssVertex->Write();
chargeAsymmetry_All->Write();
chargeAsymmetry_AssVertex->Write();
eta_All_HC->Write();
eta_AssVertex_HC->Write();
pt_All_HC->Write();
pt_AssVertex_HC->Write();
track_multip_All_HC->Write();
track_multip_AssVertex_HC->Write();
eta_All_DD->Write();
eta_AssVertex_DD->Write();
pt_All_DD->Write();
pt_AssVertex_DD->Write();
track_multip_All_DD->Write();
track_multip_AssVertex_DD->Write();
eta_All_SD->Write();
eta_AssVertex_SD->Write();
pt_All_SD->Write();
pt_AssVertex_SD->Write();
track_multip_All_SD->Write();
track_multip_AssVertex_SD->Write();
outFile.Close();
}
void test()
{
style();
setLogBins(nlogfullimassbins,logfullimassmin,logfullimassmax,logfullimassbins);
float Mhat;
TCanvas* c = new TCanvas("c","c",600,400);
c->SetLogx();
c->SetLogy();
c->Draw();
c->cd();
TLegend* leg = new TLegend(0.6627517,0.6846449,0.7919463,0.8261126,NULL,"brNDC");
leg->SetFillStyle(4000); //will be transparent
leg->SetFillColor(0);
leg->SetTextFont(42);
TFile fLoose("/data/hod/2011/NTUPLE/analysisLocalControl_TightLoose.root", "READ");
TTree* tLoose = (TTree*)fLoose.Get("allCuts/allCuts_tree");
tLoose->SetBranchAddress("Mhat", &Mhat);
Int_t nLoose = tLoose->GetEntries();
TH1D* hLoose = new TH1D("hLoose","tight-loose vs. tight-tight selection;m_{#mu#mu} TeV;Events",nlogfullimassbins,logfullimassbins);
hLoose->SetLineColor(kRed);
hLoose->SetMarkerColor(kRed);
hLoose->SetMarkerStyle(24);
hLoose->SetMarkerSize(0.8);
hLoose->SetMinimum(1.e-3);
hLoose->SetMaximum(7.e+5);
hLoose->GetXaxis()->SetMoreLogLabels();
hLoose->GetXaxis()->SetNoExponent();
leg->AddEntry(hLoose,"tight-loose","lep");
for(Int_t i=0 ; i<nLoose ; i++)
{
tLoose->GetEntry(i);
hLoose->Fill(Mhat*TeV2GeV);
}
TFile fTight("/data/hod/2011/NTUPLE/analysisLocalControl.root", "READ");
TTree* tTight = (TTree*)fTight.Get("allCuts/allCuts_tree");
tTight->SetBranchAddress("Mhat", &Mhat);
Int_t nTight = tTight->GetEntries();
TH1D* hTight = new TH1D("hTight","tight-loose vs. tight-tight selection;m_{#mu#mu} TeV;Events",nlogfullimassbins,logfullimassbins);
hTight->SetLineColor(kBlack);
hTight->SetMarkerColor(kBlack);
hTight->SetMarkerStyle(24);
hTight->SetMarkerSize(0.8);
hTight->SetMinimum(1.e-3);
hTight->SetMaximum(7.e+5);
hTight->GetXaxis()->SetMoreLogLabels();
hTight->GetXaxis()->SetNoExponent();
leg->AddEntry(hTight,"tight-tight","lep");
for(Int_t i=0 ; i<nTight ; i++)
{
tTight->GetEntry(i);
hTight->Fill(Mhat*TeV2GeV);
}
hTight->Draw("e1x1");
hLoose->Draw("e1x1SAMES");
leg->Draw("SAMES");
c->RedrawAxis();
c->SaveAs("plots/Wjets.png");
}
TGraph* GetStat(TString className="CVHMV0M-B-NOPF-CENTNOTRD",Bool_t lumi=1, Bool_t goodOnly=0, TString part="PHYSICS_1"){
Double_t stat[100000];
Double_t time_stamp[100000];
TH1D* hStat = new TH1D("hStat","",1,0,1);
TH1D* hTimeStart = new TH1D("hTimeStart","",1,0,1);
TH1D* hTimeEnd = new TH1D("hTimeEnd","",1,0,1);
TString classNameRun;
for (Int_t r=0;r<t->GetEntries();r++){
t->GetEntry(r);
if (!partition->String().Contains(part.Data())) continue;
if (!lhcState->String().Contains("STABLE")) continue;
if (!lhcPeriod->String().Contains("LHC15m")) continue;
if (run<225000) continue;
hTimeStart->Fill(Form("%i",run),timeStart);
hTimeEnd->Fill(Form("%i",run),timeEnd);
classNameRun = TString(className);
if (className.EqualTo("CEMC7-B-NOPF-CENTNOTRD") && run<=236224) classNameRun="CEMC7-ABCE-NOPF-ALLNOTRD";
if (className.EqualTo("CDMC7-B-NOPF-CENTNOTRD") && run<=236224) classNameRun="CDMC7-ABCE-NOPF-ALLNOTRD";
if (className.EqualTo("CMUL7-B-NOPF-MUFAST") && run<=226606) classNameRun="CMUL7-B-NOPF-ALLNOTRD";
if (className.EqualTo("CVHMV0M-B-NOPF-CENTNOTRD") && run<=236221) classNameRun="CVHMV0M-B-NOPF-CENT";
if (className.EqualTo("CVHMSH2-B-NOPF-CENTNOTRD") && run<=236226) classNameRun="CVHMSH2-B-NOPF-CENT";
if (className.EqualTo("CVHMV0M-B-NOPF-CENTNOTRD") && run>=238432 && run<=239144) classNameRun="CVHMV0M-B-SPD1-CENTNOTRD";
if (className.EqualTo("CVHMSH2-B-NOPF-CENTNOTRD") && run>=238432 ) classNameRun="CVHMSH2-B-SPD1-CENTNOTRD";
if (className.EqualTo("CINT7-B-NOPF-CENT") && run>=225000 && run<=228935) classNameRun="CINT7-B-NOPF-ALLNOTRD";
if (className.EqualTo("CINT7-B-NOPF-CENT") && run>=228936 && run<=229893) classNameRun="CINT7-B-NOPF-CENTNOTRD";
if (className.EqualTo("CINT7-B-NOPF-CENT") && run>=229894 && run<=229899) classNameRun="CINT7-B-NOPF-ALLNOTRD";
if (className.EqualTo("CINT7-B-NOPF-CENT") && run>=229900 && run<=233911) classNameRun="CINT7-B-NOPF-CENT";
if (className.EqualTo("CINT7-B-NOPF-CENT") && run>=233912 && run<=234050) classNameRun="CINT7-B-NOPF-ALLNOTRD";
if (className.EqualTo("CINT7-B-NOPF-CENT") && run>=238890 && run<=239144) classNameRun="CINT7-I-NOPF-CENTNOTRD";
if (className.EqualTo("CEMC7-B-NOPF-CENTNOTRD") && run<=236224) classNameRun="CEMC7-ABCE-NOPF-ALLNOTRD";
if (className.EqualTo("CDMC7-B-NOPF-CENTNOTRD") && run<=236224) classNameRun="CDMC7-ABCE-NOPF-ALLNOTRD";
AliTriggerClass* cl = (AliTriggerClass*) classes->FindObject(classNameRun.Data());
if (!cl) {
hStat->Fill(Form("%i",run),0.);
continue;
}
if (goodOnly){
if (classNameRun.Contains("CINT7") || classNameRun.Contains("CVHM")){
Int_t good=0;
for (Int_t i=0;i<nGoodRuns;i++) good|= (goodRuns[i]==run);
if (!good) {
hStat->Fill(Form("%i",run),0.);
continue;
}
}
if (className.Contains("MC7")){
if (run<235709 || run==236855 || run==236858 || run==236861 || fill==4440) {
hStat->Fill(Form("%i",run),0.);
continue;
}
}
if (classNameRun.Contains("CMUL")){
if (!activeDetectors->String().Contains("MUONTRK") ||
!activeDetectors->String().Contains("MUONTRG") ||
!activeDetectors->String().Contains("T0") ||
!activeDetectors->String().Contains("VZERO") ||
!activeDetectors->String().Contains("ITSSPD")
){
hStat->Fill(Form("%i",run),0.);
continue;
}
}
}
// printf("%i\n",classes->IndexOf(cl));
Double_t x = lumi ? class_lumi[classes->IndexOf(cl)] : class_l2a[classes->IndexOf(cl)];
hStat->Fill(Form("%i",run),x);
}
hStat->GetXaxis()->LabelsOption("a");
hTimeEnd->GetXaxis()->LabelsOption("a");
hTimeStart->GetXaxis()->LabelsOption("a");
hStat->LabelsDeflate("x");
hTimeStart->LabelsDeflate("x");
hTimeEnd->LabelsDeflate("x");
Int_t n = 2*hStat->GetNbinsX();
for (Int_t i=0;i<hStat->GetNbinsX();i++){
time_stamp[2*i ] = hTimeStart->GetBinContent(i+1);
time_stamp[2*i+1] = hTimeEnd->GetBinContent(i+1);
stat[2*i] = i>0?stat[2*i-1]:0;
stat[2*i+1] = stat[2*i]+hStat->GetBinContent(i+1)/1000000.;
}
delete hStat;
delete hTimeStart;
delete hTimeEnd;
TGraph* gStat = new TGraph(n,time_stamp,stat);
gStat->SetLineColor(kBlue);
gStat->SetLineWidth(2);
return gStat;
}
void FastME(void){
if(use_proof) TProof::Open("");
///-------------- Preparing Inputs -----------------------------------------
TString SamplesPath = "VBF_Samples/Matrix/";
TString Out_Name = "TestingTimeBkg";
TString Data_Path = SamplesPath + "VBF_QED4_QCD0_BKG_FastME_1.root";
//TString Data_Path = SamplesPath + "VBF_QED2_QCD2_BKG_FastME_1.root";
///MCs
TString MC_Sig_Path = SamplesPath + "VBF_QED4_QCD0_SIG_FastME_2.root";
TString MC_Bkg_Path = SamplesPath + "VBF_QED4_QCD0_BKG_FastME_2.root";
TString Tree_Name = "VBF";
TString ID_Branch = "ParticleID";
TString Objs_Branch = "RecoParticle";
TString EW_Branch = "EventWeight";
TString Num_Trials = "Ntrials";
///------------------------------------------------------------------------------------
///Flag to control what discriminant to save
///(0: based on distance, 1: based on weight, 2: both)
int Compute = 0;
///Flag to control the Data-MC comparisons to compute DR
///(0: minimum distance, 1: media of combinations)
int DrMethod = 0;
///Opening the input files
TFile *fData = TFile::Open(Data_Path);
TFile *fMC_Sig = TFile::Open(MC_Sig_Path);
TFile *fMC_Bkg = TFile::Open(MC_Bkg_Path);
TTree *Data_Tree = (TTree*)fData->Get(Tree_Name);
TTree *MC_Sig_Tree = (TTree*)fMC_Sig->Get(Tree_Name);
TTree *MC_Bkg_Tree = (TTree*)fMC_Bkg->Get(Tree_Name);
///Creating the Data Tree
Int_t DataID[nObjs];
Double_t Data[nObjs][nProp][nVals];
Data_Tree->SetBranchAddress(Objs_Branch,&Data);
Data_Tree->SetBranchAddress(ID_Branch,&DataID);
int ndata = Data_Tree->GetEntries();
///Creating the Signal Tree
Int_t MC_SIG_ID[nObjs], MC_SIG_NTRIALS;
Double_t MC_SIG_WEIGHT, MC_SIG[nObjs][nProp][nVals];
MC_Sig_Tree->SetBranchAddress(Objs_Branch,&MC_SIG);
MC_Sig_Tree->SetBranchAddress(ID_Branch,&MC_SIG_ID);
if(Compute == 1 || Compute == 2){
MC_Sig_Tree->SetBranchAddress(EW_Branch,&MC_SIG_WEIGHT);
MC_Sig_Tree->SetBranchAddress(Num_Trials,&MC_SIG_NTRIALS);
}
int nsig = MC_Sig_Tree->GetEntries();
///Creating the Background Tree
Int_t MC_BKG_ID[nObjs], MC_BKG_NTRIALS;
Double_t MC_BKG_WEIGHT, MC_BKG[nObjs][nProp][nVals];
MC_Bkg_Tree->SetBranchAddress(Objs_Branch,&MC_BKG);
MC_Bkg_Tree->SetBranchAddress(ID_Branch,&MC_BKG_ID);
if(Compute == 1 || Compute == 2){
MC_Bkg_Tree->SetBranchAddress(EW_Branch,&MC_BKG_WEIGHT);
MC_Bkg_Tree->SetBranchAddress(Num_Trials,&MC_BKG_NTRIALS);
}
int nbkg = MC_Bkg_Tree->GetEntries();
/*
cout<<"\n::::::::::::::::::::::::::::::::::::::::"<<endl;
cout<<":::::: Starting FastME Processing ::::::"<<endl;
cout<<"::::::::::::::::::::::::::::::::::::::::"<<endl;
cout<<":: DrComputation Mode: ";
if(DrMethod == 0) cout<<"Minimum Distance"<<endl;
else if(DrMethod == 1) cout<<"Media"<<endl;
if(use_dPhi == false)
cout<<":: No Using dPhi!"<<endl;
cout<<"::--------------------------------------"<<endl;
cout<<":: #Data Events: "<<ndata<<endl;
cout<<":: #MC Sig Events: "<<nsig<<endl;
cout<<":: #MC BKG Events: "<<nbkg<<endl;
cout<<"::--------------------------------------"<<endl;
*/
///Creating Tree to store Fast Matrix Element results
Int_t FinalState;
Double_t dr_test, minDR_toSig, minDR_toBkg, psb_distance;
Double_t min_dr_sig, min_dr_bkg;
TTree *FME_out = new TTree("FastME_Results","Fast Matrix Element Results");
FME_out->SetDirectory(0);
FME_out->Branch("minDR_toSig",&minDR_toSig);
FME_out->Branch("minDR_toBkg",&minDR_toBkg);
FME_out->Branch("PSB_Distance",&psb_distance);
TH1D *h = new TH1D("Distances", "Distances between Data and MC events", 50, 0, 1);
///For timming the process
time_t start, stop, delaied;
double seconds, elapsed_time;
string unity = "s";
time(&start);
///--------------------------
///Starts the analysis
//ndata = 100;
for(int i=0; i<ndata; i++){
time(&delaied);
if(i % (ndata/10) == 0 && i != 0) cout<<":: Remaining Data: "<<ndata-i<<"\t||Elapsed: "<<difftime(delaied,start)<<"s"<<endl;
Data_Tree->GetEntry(i);
///Reseting Variables
minDR_toSig = pedestal;
minDR_toBkg = pedestal;
psb_distance = pedestal;
min_dr_sig = 1.E15;
min_dr_bkg = 1.E15;
///::::::::::::: Tests MC Signal ::::::::::::::::::::::::::::::::::::::::::::::::::
//nsig = 100;
for(int s=0; s<nsig; s++){
MC_Sig_Tree->GetEntry(s);
dr_test = ComputeDR_MinDist(DataID,Data,MC_SIG_ID,MC_SIG);
if(dr_test >= 0 && dr_test < min_dr_sig){
min_dr_sig = dr_test;
//sig_event_weight = MC_SIG_WEIGHT;
}
}
///::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::
///:::::::::: Using MC Background :::::::::::::::::::::::::::::::::::::::::::::::::
//nbkg = 100;
for(int b=0; b<nbkg; b++){
MC_Bkg_Tree->GetEntry(b);
dr_test = ComputeDR_MinDist(DataID,Data,MC_BKG_ID,MC_BKG);
if(dr_test >= 0 && dr_test < min_dr_bkg){
min_dr_bkg = dr_test;
//bkg_event_weight = MC_BKG_WEIGHT;
}
}
///::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::
///Getting the discriminant value based on event distance
if(min_dr_sig == 0 && min_dr_bkg == 0){
min_dr_sig = 1.;
min_dr_bkg = 1.;
}
psb_distance = PsbD(min_dr_sig, min_dr_bkg);
if(psb_distance < 0 || psb_distance > 1){
// cout<<"[Warning] PSB_Distance: "<<psb_distance<<" SigD: "<<min_dr_sig<<" BkgD: "<<min_dr_bkg<<endl;
}
//cout<<"Dt: "<<i<<"\tSigDr: "<<min_dr_sig<<"\tBkgDr: "<<min_dr_bkg<<"\tPsb: "<<psb_distance<<endl;
minDR_toSig = min_dr_sig;
minDR_toBkg = min_dr_bkg;
///Stores in the Tree the results
//FME_out->Fill();
h->Fill(psb_distance);
}
h->Draw();
//TFile *FME_Results = new TFile(Out_Name+".root","recreate");
//FME_out->Write();
//FME_Results->Close();
/*
///StoPing timming
time(&stop);
cout<<":::::::::: Process Finished ::::::::::::"<<endl;
seconds = difftime(stop,start);
if(seconds < 60) elapsed_time = seconds;
if(seconds >= 60){
elapsed_time = seconds/60.;
unity = "min.";
}
if(seconds >= 3600){
elapsed_time = seconds/3600.;
unity = "h";
}
cout<<":: Time Consumed: "<<elapsed_time<<unity<<endl;
cout<<"::--------------------------------------\n"<<endl;
*/
}
void L1PrescalesSimulator::loop(const std::map<unsigned int, float>& bit2prescale_)
{
Long64_t nevents(-1);
//number of events to process
if (nevents == -1 || nevents > GetEntries())
nevents = GetEntries();
std::cout << nevents << " to process ..." << std::endl;
//loop over the events
for (Long64_t i = 0; i < nevents; i++) {
//load the i-th event
Long64_t ientry = LoadTree(i);
if (ientry < 0)
break;
GetEntry(i);
ULong64_t a1 = gt_->tw1.at(2) & bitMaskVec_[0];
ULong64_t a2 = gt_->tw2.at(2) & bitMaskVec_[1];
ULong64_t tt = gt_->tt.at(2) & bitMaskVec_[2];
const int run = event_->run;
const int ls = event_->lumi;
if (a1 || a2 || tt) {
lumiSec2rate_[run][ls]++;
for(int ibit=0; ibit<64; ibit++) {
if( (a1>>ibit)&1 ) Hbits_->Fill(float(ibit));
if( (a2>>ibit)&1 ) Hbits_->Fill(float(ibit+64));
if( (tt>>ibit)&1 ) Hbits_->Fill(float(ibit+128));
}
}
//process progress
if (i != 0 && (i % 10000) == 0) {
std::cout << "- processing event " << i << ", Run: " << run
<< " ,tw2: " << a2 << " ,LS: " << ls << "\r" << std::flush;
}
for (std::map<unsigned int, float>::const_iterator it = bit2prescale_.begin(); it
!= bit2prescale_.end(); it++) {
const unsigned int bit = it->first;
const float presc = it->second;
if (presc != -1.)
{
if(bit < 64)
{
prescale(a1, bit, presc);
}
else if(bit < 128)
{
prescale(a2, bit-64, presc);
}
else
{
prescale(tt, bit-128, presc);
}
}
}
if (a1 || a2 || tt) {
lumiSec2ratePrescaled_[run][event_->lumi]++;
for(int ibit=0; ibit<64; ibit++) {
if( (a1>>ibit)&1 ) Hbits2_->Fill(float(ibit));
if( (a2>>ibit)&1 ) Hbits2_->Fill(float(ibit+64));
if( (tt>>ibit)&1 ) Hbits2_->Fill(float(ibit+128));
}
}
int MC_Ratio(int leptonId, double* par1, int npar1bins, double* par2, int npar2bins, TString sel_den , TString sel_num, double cut_num , TString par_x , TString par_y , TString option ){
setTDRStyle();
///////////////
//Get the TTree
///////////////
//Location of the .root file
TString location2 = "/Users/GLP/Desktop/CERN_data/dyjetsnew/postprocessed/";
//Reading the tree
//
TChain* tree = new TChain("treeProducerSusyMultilepton");
//DY events
//tree->Add(location+"DYJetsToLLM50_PU_S14_POSTLS170.root");
tree->Add(location2+"dyjets_good.root");
//Plot the result
Long64_t n = tree->GetEntries();
//Path for input and output file. Written in FitDataPath.txt
TString _path = "/Users/GLP/Dropbox/Physique/Master_Thesis/plots_root/MC_eff/";
//////////////////////
//Name for the plots//
//////////////////////
TString _filetag = "";
TString pname;
TString _pname;
TString _par;
TString _sel_num;
TString _sel_den;
TString _option;
////Writing string
//particle string
if(abs(leptonId) == 11){pname = "e"; _pname = "e";}
if(abs(leptonId) == 13){pname = " #mu"; _pname = "mu";}
//Parameter string
if(par_x == "Pt"){_par = "P_{t}";}
else if(par_x == "eta"){_par = "#eta";}
else if(par_x == "phi"){_par = "#phi";}
//sel_den string
if((sel_den == "tightmva")&&(leptonId == 13)){cout<<"ERROR: no tightId MVA defined for the muon !"<<endl;return 1;}
if(sel_den == "tightcut"){_sel_den = "tightcut";}
else if(sel_den == "tightmva"){_sel_den = "tightmva";}
else if(sel_den == "loose"){_sel_den = "loose";}
else if(sel_den == ""){_sel_den = "";}
else{cout<<"ERROR: wrong sel_denion !";return 1;}
//sel_num string
if((sel_num == "tightmva")&&(leptonId == 13)){cout<<"ERROR: no tightId MVA defined for the muon !"<<endl;return 1;}
if(sel_num == "tightcut"){_sel_num = "tightcut";}
else if(sel_num == "tightmva"){_sel_num = "tightmva";}
else if(sel_num == ""){_sel_num = "";}
else if(sel_num == "loose"){_sel_num = "loose";}
else if(sel_num == "reliso3"){_sel_num = Form("reliso3_%0.3lf",cut_num);}
else if(sel_num == "reliso4"){_sel_num = Form("reliso4_%0.3lf",cut_num);}
else if(sel_num == "chiso3"){_sel_num = Form("chiso3_%0.3lf",cut_num);}
else if(sel_num == "chiso4"){_sel_num = Form("chiso4_%0.3lf",cut_num);}
else if(sel_num == "dxy"){_sel_num = Form("dxy_%0.3lf",cut_num);}
else if(sel_num == "dz"){_sel_num = Form("dz_%0.3lf",cut_num);}
else{cout<<"ERROR: wrong numerator name !";return 1;}
//option string
option.Append(" ");
option.Prepend(" ");
if(option.Contains(" ll ")){_option += "_ll";}
if(option.Contains(" unmatched ")){_option += "_unmatched";}
if(option.Contains(" alleta ")){_option += "_alleta";}
if(option.Contains(" short ")){_option += "_short";}
_option += "_";
//parameter range string
TString _par1range;
_par1range = Form("%0.3f_"+par_x+"%0.3f",par1[0],par1[npar1bins]);
TString _par2range;
_par2range = Form("%0.3f_"+par_y+"%0.3f",par2[0],par2[npar2bins]);
/////////////////////////////////////
//Write the name of the output file//
/////////////////////////////////////
TString _fname = "MCeff"+_filetag+_option+_pname+_par1range+"_"+_par2range+"_den_"+_sel_den+"_num_"+_sel_num;
//Output file
cout<<"going to create the file"<<endl;
//Check if the file exists
TFile *fcheck = TFile::Open(_path+_fname+".root", "READ");
if (fcheck) {
cout << "File "<<_fname<<" exists ! Please change name" << endl;
return 1;
}
TFile* file_out = new TFile(_path+_fname+".root","recreate");
cout<<"done ! "<<endl;
//Declaration of histogram
TH1D **histo_num = new TH1D*[npar2bins];
TH1D **histo_den = new TH1D*[npar2bins];
TH1D **eff = new TH1D*[npar2bins];
//Par1 distribution histogram
TH1D** histo_par1 = new TH1D*[npar2bins];
//Distribution of the cut parameter whose efficiency is studied
TH1D *histo_other_sel = new TH1D("histo_other_sel","h",5,0,5);
TH1D *histo_good_sel = new TH1D("histo_good_sel","h",5,0,5);
//Histo separate in Lep_good Lep_other
//
TH1D **histo_num_O = new TH1D*[npar2bins];
TH1D **histo_den_O = new TH1D*[npar2bins];
TH1D **eff_O = new TH1D*[npar2bins];
TH1D **histo_num_G = new TH1D*[npar2bins];
TH1D **histo_den_G = new TH1D*[npar2bins];
TH1D **eff_G = new TH1D*[npar2bins];
//Counter LepGood vs LepOther
TH1D **histo_counter = new TH1D*[npar2bins];
TH1D **histo_counter_G_par1 = new TH1D*[npar2bins];
TH1D **histo_counter_O_par1 = new TH1D*[npar2bins];
TH1D **histo_counter_par1 = new TH1D*[npar2bins];
for(int _i = 0; _i < npar2bins; ++_i){
histo_num[_i] = new TH1D("histo_num","Pt",npar1bins,par1[0],par1[npar1bins]);
histo_den[_i] = new TH1D("histo_den","Pt",npar1bins,par1[0],par1[npar1bins]);
eff[_i] = new TH1D("eff","Pt",npar1bins,par1[0],par1[npar1bins]);
//
histo_par1[_i] = new TH1D("histo_par1","par1",npar1bins*25,par1[0],par1[npar1bins]);
//
histo_num_O[_i] = new TH1D("histo_num_O","Pt",npar1bins,par1[0],par1[npar1bins]);
histo_den_O[_i] = new TH1D("histo_den_O","Pt",npar1bins,par1[0],par1[npar1bins]);
eff_O[_i] = new TH1D("eff_O","Pt",npar1bins,par1[0],par1[npar1bins]);
histo_num_G[_i] = new TH1D("histo_num_G","Pt",npar1bins,par1[0],par1[npar1bins]);
histo_den_G[_i] = new TH1D("histo_den_G","Pt",npar1bins,par1[0],par1[npar1bins]);
eff_G[_i] = new TH1D("eff_G","Pt",npar1bins,par1[0],par1[npar1bins]);
histo_counter_G_par1[_i] = new TH1D("histo_counter_G_par1","count",npar1bins,par1[0],par1[npar1bins]);
histo_counter_O_par1[_i] = new TH1D("histo_counter_O_par1","count",npar1bins,par1[0],par1[npar1bins]);
histo_counter_par1[_i] = new TH1D("histo_counter_par1","count",npar1bins,par1[0],par1[npar1bins]);
histo_counter[_i] = new TH1D("histo_counter","count",2,0,2);
}
//Event variables
Int_t evt_id;
Double_t scale;
//Generated
Double_t gen_phi[200];
Double_t gen_eta[200];
Double_t Pt[200];
Double_t m[200];
Int_t Id[200];
Int_t Mo[200];
Double_t charge[200];
Int_t status[200];
Int_t GrMa[200];
Int_t ngenPart;
Int_t source[200];
Int_t pile_up;
//not loose
Int_t On;
Int_t Oid[200];
Double_t Opt[200];
Double_t Om[200];
Double_t Oeta[200];
Double_t Ophi[200];
Int_t Oq[200];
Int_t Otight[200];
Int_t Otighte[200];
//Double_t Omvaid[200];
Int_t Oloose[200];
Double_t Oiso3[200];
Double_t Oiso4[200];
Double_t Ochiso3[200];
Double_t Ochiso4[200];
Double_t Odxy[200];
Double_t Odz[200];
//loose
Int_t Gn;
Int_t Gid[200];
Double_t Gpt[200];
Double_t Gm[200];
Double_t Geta[200];
Double_t Gphi[200];
Int_t Gq[200];
Int_t Gtight[200];
Int_t Gtighte[200];
Int_t Gloose[200];
Double_t Giso3[200];
Double_t Giso4[200];
Double_t Gchiso3[200];
Double_t Gchiso4[200];
Double_t Gdxy[200];
Double_t Gdz[200];
//Assigne branches tree->SetBranchAddress("evt_scale1fb", &scale);
tree->SetBranchAddress("evt_id", &evt_id);
//generated
tree->SetBranchAddress("nGenPart", &ngenPart);
tree->SetBranchAddress("GenPart_pdgId", &Id);
tree->SetBranchAddress("GenPart_sourceId", &source);
tree->SetBranchAddress("GenPart_eta", &gen_eta);
tree->SetBranchAddress("GenPart_phi", &gen_phi);
tree->SetBranchAddress("GenPart_pt", &Pt);
tree->SetBranchAddress("GenPart_mass", &m);
tree->SetBranchAddress("GenPart_charge", &charge);
tree->SetBranchAddress("GenPart_status", &status);
//not loose
tree->SetBranchAddress("nLepOther",&On);
tree->SetBranchAddress("LepOther_pdgId",&Oid);
tree->SetBranchAddress("LepOther_pt",&Opt);
tree->SetBranchAddress("LepOther_mass",&Om);
tree->SetBranchAddress("LepOther_eta",&Oeta);
tree->SetBranchAddress("LepOther_phi",&Ophi);
tree->SetBranchAddress("LepOther_charge",&Oq);
tree->SetBranchAddress("LepOther_tightId",&Otight);
tree->SetBranchAddress("LepOther_eleCutIdCSA14_50ns_v1",&Otighte);
tree->SetBranchAddress("LepOther_relIso03",&Oiso3);
tree->SetBranchAddress("LepOther_relIso04",&Oiso4);
tree->SetBranchAddress("LepOther_chargedHadRelIso03",&Ochiso3);
tree->SetBranchAddress("LepOther_chargedHadRelIso04",&Ochiso4);
tree->SetBranchAddress("LepOther_dxy",&Odxy);
tree->SetBranchAddress("LepOther_dz",&Odz);
//Loose
tree->SetBranchAddress("nLepGood",&Gn);
tree->SetBranchAddress("LepGood_pdgId",&Gid);
tree->SetBranchAddress("LepGood_pt",&Gpt);
tree->SetBranchAddress("LepGood_mass",&Gm);
tree->SetBranchAddress("LepGood_eta",&Geta);
tree->SetBranchAddress("LepGood_phi",&Gphi);
tree->SetBranchAddress("LepGood_charge",&Gq);
tree->SetBranchAddress("LepGood_tightId",&Gtight);
tree->SetBranchAddress("LepGood_eleCutIdCSA14_50ns_v1",&Gtighte);
tree->SetBranchAddress("LepGood_relIso03",&Giso3);
tree->SetBranchAddress("LepGood_relIso04",&Giso4);
tree->SetBranchAddress("LepGood_chargedHadRelIso03",&Gchiso3);
tree->SetBranchAddress("LepGood_chargedHadRelIso04",&Gchiso4);
tree->SetBranchAddress("LepGood_dxy",&Gdxy);
tree->SetBranchAddress("LepGood_dz",&Gdz);
int count = 0;
//Count lepgood/other
int goodcount = 0;
int othercount = 0;
if(option.Contains(" short ")){n = 100000;}
//Start loop over all events
for (int k = 0; k < n; ++k) {
//Declaration of event parameters
Int_t evtn;
Int_t evtloose[200];
Int_t evtid[200];
Double_t evtpt[200];
Double_t evtm[200];
Double_t evteta[200];
Double_t evtphi[200];
Int_t evtq[200];
Int_t evttight[200];
Int_t evttighte[200];
Double_t evtiso3[200];
Double_t evtiso4[200];
Double_t evtchiso3[200];
Double_t evtchiso4[200];
Double_t evtdxy[200];
Double_t evtdz[200];
if( 100*(double)k/n> count){cout<<count<<endl;++count;}
tree->GetEntry(k);
//Selection on denominator
for(int j = 0; j < Gn+On; ++j){
//Separate here other from loose
if(j < On){
evtloose[j] = 0;
evtid[j] = Oid[j];
evtpt[j] = Opt[j];
evtm[j] = Om[j];
evteta[j] = Oeta[j];
evtphi[j] = Ophi[j];
evtq[j] = Oq[j];
evttight[j] = Otight[j];
evttighte[j] = Otighte[j];
evtiso3[j] = Oiso3[j];
evtiso4[j] = Oiso4[j];
evtchiso3[j] = Ochiso3[j];
evtchiso4[j] = Ochiso4[j];
evtdxy[j] = Odxy[j];
evtdz[j] = Odz[j];
}else if((j >= On)&&(j < Gn+On)){
evtloose[j] = 1;
evtid[j] = Gid[j-On];
evtpt[j] = Gpt[j-On];
evtm[j] = Gm[j-On];
evteta[j] = Geta[j-On];
evtphi[j] = Gphi[j-On];
evtq[j] = Gq[j-On];
evttight[j] = Gtight[j-On];
evttighte[j] = Gtighte[j-On];
evtiso3[j] = Giso3[j-On];
evtiso4[j] = Giso4[j-On];
evtchiso3[j] = Gchiso3[j-On];
evtchiso4[j] = Gchiso4[j-On];
evtdxy[j] = Gdxy[j-On];
evtdz[j] = Gdz[j-On];
}
if((!option.Contains(" ll "))||((option.Contains(" ll "))&&(Gn+On == 2)&&(evtq[0] == -evtq[1]))){
if(abs(evtid[j]) == leptonId){
//Cut on the denominator
//if((sel_den != "loose")||(evtloose[j] == 1)){
//if(evtloose[j] == 1){
if((sel_den != "tightcut")||(((abs(evtid[j]) == 13)&&(sel_den == "tightcut")&&(evttight[j] == 1 ))||((abs(evtid[j]) == 11)&&(sel_den == "tightcut")&&(evttighte[j] >= 3)))){
if((sel_den != "tightmva")||((abs(evtid[j]) == 11)&&(sel_den == "tightmva")&&(evttight[j] == 1))){
//Veto the EE-EB gape
//Variable for matching
double R = 999;
double delta_P = 999;
double delta_charge = 999;
//Parameter on the xaxis
double par;
double par_2;
//loop over all generated particles to do the matching
for (int i = 0; i < ngenPart; ++i) {
if((abs(Id[i]) == leptonId)){
//Electrons selection
double R2 = DeltaR(gen_eta[i],evteta[j],gen_phi[i],evtphi[j] );
//Minimise DeltaR and Fill the other variables
if (R > R2) {
R = R2;
delta_P = abs(evtpt[j]-Pt[i])/Pt[i];
delta_charge = abs(evtq[j] - charge[i]);
}
}
}
//Choose the parameter to be filled for the eff.
if(par_x == "Pt"){par = evtpt[j];}
else if(par_x == "eta"){par = evteta[j];}
else if(par_x == "phi"){par = evtphi[j];}
if(par_y == "Pt"){par_2 = evtpt[j];}
else if(par_y == "eta"){par_2 = abs(evteta[j]);}
else if(par_y == "phi"){par_2 = abs(evtphi[j]);}
//Fill Pt only for matched events
if(((R<0.1)&&(delta_P < 0.2)&&(delta_charge < 0.5))||option.Contains(" unmatched ")){
for(int ii = 0; ii < npar2bins; ++ii){
if((par_2 > par2[ii])&&(par_2 <= par2[ii+1])){histo_den[ii]->Fill(par);histo_par1[ii]->Fill(par);
if(evtloose[j] == 1){histo_good_sel->Fill(evttighte[j]);}
else if(evtloose[j] == 0){histo_other_sel->Fill(evttighte[j]);}
else{cout<<"Error !"<<endl; return 1;}
}
}
//Additional cut on the numerator
int a = 0;
if((sel_num == "tightcut")&&(abs(evtid[j]) == 13)&&(evttight[j] == 1)){a = 1;}
if((sel_num == "tightcut")&&(abs(evtid[j]) == 11)&&(evttighte[j] >= 3)){a = 1;}
if((sel_num == "reliso3")&&(evtiso3[j] <= cut_num)){a = 2;}
if((sel_num == "reliso4")&&(evtiso4[j] <= cut_num)){a = 3;}
if((sel_num == "chiso3")&&(evtchiso3[j] <= cut_num)){a = 4;}
if((sel_num == "chiso4")&&(evtchiso4[j] <= cut_num)){a = 5;}
if((sel_num == "dxy")&&(abs(evtdxy[j]) <= cut_num)){a = 6;}
if((sel_num == "dz")&&(abs(evtdz[j]) <= cut_num)){a = 7;}
if((sel_num == "tightmva")&&(abs(evtid[j]) == 11)&&(evttight[j] == 1)){a = 9;}
if((sel_num == "loose")&&(evtloose[j]) == 1){a = 8;}
//Find the corresponding histogram for par2
TH1D* hist;
TH1D* hist_evt;
bool found = false;
for(int _i = 0; _i < npar2bins; ++_i){
if((par_2 > par2[_i])&&(par_2 <= par2[_i+1])){hist = histo_num[_i];found = true;}
}
if(!found){a = 0;}
switch(a){
case 0:
break;
case 1:
hist->Fill(par);
break;
case 2:
hist->Fill(par);
break;
case 3:
hist->Fill(par);
break;
case 4:
hist->Fill(par);
break;
case 5:
hist->Fill(par);
break;
case 6:
hist->Fill(par);
break;
case 7:
hist->Fill(par);
break;
case 8:
hist->Fill(par);
break;
case 9:
hist->Fill(par);
break;
}
}
}
}
}
//}
}
}
}
mkdir(_path+_fname+"_PDF/", S_IRWXU | S_IRWXG | S_IROTH | S_IXOTH);
///////////////////
//Draw histograms//
///////////////////
//Canvas declaration
for(int i = 0; i < npar2bins; ++i){
////////////////////
//Build histograms//
////////////////////
histo_num[i]->Sumw2();
histo_den[i]->Sumw2();
eff[i]->Divide(histo_num[i],histo_den[i],1,1,"B");
//histo_num_O[i]->Sumw2();
//histo_den_O[i]->Sumw2();
//eff_O[i]->Divide(histo_num_O[i],histo_den_O[i],1,1,"B");
//histo_num_G[i]->Sumw2();
//histo_den_G[i]->Sumw2();
//eff_G[i]->Divide(histo_num_G[i],histo_den_G[i],1,1,"B");
//histo_counter_G_par1[i]->Sumw2();
//histo_counter_O_par1[i]->Sumw2();
//histo_counter_par1[i]->Divide(histo_counter_O_par1[i],histo_counter_G_par1[i],1,1,"B");
//histo_counter[i]->Fill(0.5,goodcount);
//histo_counter[i]->Fill(1.5,othercount);
//String for name of the ouput files and histograms titles
//
TString _parybin;
//Parameter string
if(par_y == "Pt"){_parybin = Form("%0.f_Pt%0.f",par2[i],par2[i+1]);}
else if(par_y == "eta"){_parybin = Form("%0.3f_eta%0.3f",par2[i],par2[i+1]);cout<<"it works !"<<endl;}
else if(par_y == "phi"){_parybin = Form("%0.3f_phi%0.3f",par2[i],par2[i+1]);}
TString _parytitle;
//Title string
if(par_y == "Pt"){_parytitle = Form("%0.f #leq P_{t} #leq %0.f",par2[i],par2[i+1]);}
else if(par_y == "eta"){_parytitle = Form("%0.3f #leq #||{#eta} #leq %0.3f",par2[i],par2[i+1]);cout<<"it works !"<<endl;}
else if(par_y == "phi"){_parytitle = Form("%0.3f #leq #||{#phi} #leq %0.3f",par2[i],par2[i+1]);}
//Draw histograms
TCanvas* c1 = new TCanvas("c1","c1");
c1->cd();
eff[i]->Draw();
eff[i]->GetYaxis()->SetTitle("#epsilon");
eff[i]->GetXaxis()->SetTitle(_par);
eff[i]->GetYaxis()->SetRangeUser(0,1.1);
eff[i]->SetMarkerStyle(20);
eff[i]->SetMarkerSize(1);
eff[i]->SetMarkerColor(4);
eff[i]->SetLineColor(4);
eff[i]->SetTitle(_sel_num+" for "+_sel_den+" "+pname+" "+_parytitle);
TCanvas* c_par1 = new TCanvas("cpar1","cpar1");
TString _partitle = _par + (TString)" distribution for "+pname+", "+_parytitle+", "+sel_num;
c_par1->cd();
histo_par1[i]->Draw();
histo_par1[i]->SetTitle(_partitle);
histo_par1[i]->GetXaxis()->SetTitle(_par);
histo_par1[i]->SetLineWidth(2);
histo_par1[i]->SetLineColor(4);
histo_par1[i]->SetMarkerColor(4);
histo_good_sel->Add(histo_other_sel);
TCanvas* csel = new TCanvas("csel","csel");
csel->cd();
histo_good_sel->Draw();
/////////////////////
//Saving the output//
/////////////////////
//Write pdf
TString cname = "eff"+_filetag+_option+_pname+_par1range+"_"+_parybin+"_den_"+_sel_den+"_num_"+_sel_num;
c1->SaveAs(_path+_fname+"_PDF/"+cname+".pdf");
c_par1->SaveAs(_path+_fname+"_PDF/"+cname+"par_distr.pdf");
csel->SaveAs(_path+_fname+"_PDF/"+cname+"sel.pdf");
//Write in output file
file_out->cd();
eff[i]->Write("eff"+_parybin);
histo_good_sel->Write("sel"+_parybin);
//histo_par1[i]->Write("histo_par1_"+_parybin);
}
file_out->Close();
return 0;
}
void doit(const char *basename, const int nbins, const double lofit, const double hifit)
{
// --- read in the data and create a vector with all the values
// --- note that this code requires an duplicates to have already been cleaned out
// --- this is automatically fixed with the new version of the DAQ/stepper code
// --- but the user would do well do double check all output files anyway
ifstream fin1(Form("TEMP/%s_Unaveraged_VMin1.txt",basename));
double content;
vector<double> voltage1;
while(fin1>>content)
{
voltage1.push_back(content);
}
fin1.close();
cout << voltage1.size() << endl;
// --- do the same for SiPM2
ifstream fin2(Form("TEMP/%s_Unaveraged_VMin2.txt",basename));
vector<double> voltage2;
while(fin2>>content)
{
voltage2.push_back(content);
}
fin2.close();
cout << voltage2.size() << endl;
// --- get the number of entries and the min and max
int number = voltage1.size();
double max = *max_element(voltage1.begin(),voltage1.end());
double min = *min_element(voltage1.begin(),voltage1.end());
cout << max << endl;
cout << min << endl;
// --- use the min and max to calculate a range for the histogram
double newmax = min*-0.95;
double newmin = max*-1.05 - newmax*0.1;
// --- create the new histogram
TH1D *h1 = new TH1D("h1","",nbins,newmin,newmax);
TH1D *h2 = new TH1D("h2","",nbins,newmin,newmax);
TH1D *hsum = new TH1D("hsum","",nbins,2*newmin,2*newmax);
TH2D *hh1v2 = new TH2D("hh1v2","",nbins*2,newmin,newmax,nbins*2,newmin,newmax); // SiPM1 vs SiPM2
TH2D *hhSvA = new TH2D("hhSvA","",nbins*2,2*newmin,2*newmax,nbins*2,-1,1); // Sum vs Asymmetry
TH2D *hh1v2_cut1 = new TH2D("hh1v2_cut1","",nbins*2,newmin,newmax,nbins*2,newmin,newmax); // SiPM1 vs SiPM2
TH2D *hhSvA_cut1 = new TH2D("hhSvA_cut1","",nbins*2,2*newmin,2*newmax,nbins*2,-1,1); // Sum vs Asymmetry
TH2D *hh1v2_cut2 = new TH2D("hh1v2_cut2","",nbins*2,newmin,newmax,nbins*2,newmin,newmax); // SiPM1 vs SiPM2
TH2D *hhSvA_cut2 = new TH2D("hhSvA_cut2","",nbins*2,2*newmin,2*newmax,nbins*2,-1,1); // Sum vs Asymmetry
vector<double> sum;
vector<double> asym;
// --- loop over the vector to fill the histogram
for(int i=0; i<number; i++)
{
// --- SiPM1
h1->Fill(-voltage1[i]);
// --- SiPM2
h2->Fill(-voltage2[i]);
// --- SiPM1 vs SiPM2
hh1v2->Fill(-voltage1[i],-voltage2[i]);
// --- sum vs asymmetry
double tempsum = -voltage1[i] + -voltage2[i];
double tempasym = (voltage1[i] - voltage2[i]) / (-voltage1[i] + -voltage2[i]);
hsum->Fill(tempsum);
hhSvA->Fill(tempsum,tempasym);
sum.push_back(tempsum);
asym.push_back(tempasym);
// --- now do some cuts...
if(fabs(tempasym)<0.4)
{
hh1v2_cut1->Fill(-voltage1[i],-voltage2[i]);
hhSvA_cut1->Fill(tempsum,tempasym);
}
if((voltage1[i]<(voltage2[i]+20*peconvert))&&(voltage2[i]<(voltage1[i]+20*peconvert)))
{
hh1v2_cut2->Fill(-voltage1[i],-voltage2[i]);
hhSvA_cut2->Fill(tempsum,tempasym);
}
}
// --- make a canvas and draw the histogram
TCanvas *c1 = new TCanvas("c1","",800,800);
// --- rescale the histograms from volts to photoelectrons
h1->GetXaxis()->SetLimits(newmin/peconvert,newmax/peconvert);
h1->GetXaxis()->SetTitle("Number of photoelectrons");
h1->GetYaxis()->SetTitle("Counts");
// --- define Landau function and draw
// --- don't fit yet because the data have tons of ugly low voltage1 background
double height = 1049;
double mu = 23;
double sigma = 3;
//TF1 *fun = new TF1("fun","[0]*TMath::Landau(x,[1],[2])",newmin/peconvert,newmax/peconvert);
TF1 *fun = new TF1("fun","[0]*TMath::Landau(x,[1],[2])",2*newmin/peconvert,2*newmax/peconvert);
fun->SetParameter(0,height);
fun->SetParameter(1,mu);
fun->SetParameter(2,sigma);
double bgscale = 650; // guess...
c1->SetLogy(0);
c1->Clear();
hh1v2->Draw("colz");
hh1v2->GetXaxis()->SetLimits(newmin/peconvert,newmax/peconvert);
hh1v2->GetYaxis()->SetLimits(newmin/peconvert,newmax/peconvert);
hh1v2->GetXaxis()->SetTitle("#pe SiPM1");
hh1v2->GetYaxis()->SetTitle("#pe SiPM2");
c1->SetLogz(0);
c1->Print(Form("Cosmics/%s_cosmics_1v2.png",basename));
c1->Print(Form("Cosmics/%s_cosmics_1v2.pdf",basename));
c1->SetLogz(1);
c1->Print(Form("Cosmics/%s_cosmics_1v2_log.png",basename));
c1->Print(Form("Cosmics/%s_cosmics_1v2_log.pdf",basename));
hhSvA->Draw("colz");
hhSvA->GetXaxis()->SetLimits(2*newmin/peconvert,2*newmax/peconvert);
hhSvA->GetXaxis()->SetTitle("Sum");
hhSvA->GetYaxis()->SetTitle("Asymmetry");
c1->SetLogz(0);
c1->Print(Form("Cosmics/%s_cosmics_SvA.png",basename));
c1->Print(Form("Cosmics/%s_cosmics_SvA.pdf",basename));
c1->SetLogz(1);
c1->Print(Form("Cosmics/%s_cosmics_SvA_log.png",basename));
c1->Print(Form("Cosmics/%s_cosmics_SvA_log.pdf",basename));
// --- now for some cuts...
c1->SetLogz(0);
hh1v2_cut1->Draw("colz");
hh1v2_cut1->GetXaxis()->SetLimits(newmin/peconvert,newmax/peconvert);
hh1v2_cut1->GetYaxis()->SetLimits(newmin/peconvert,newmax/peconvert);
hh1v2_cut1->GetXaxis()->SetTitle("#pe SiPM1");
hh1v2_cut1->GetYaxis()->SetTitle("#pe SiPM2");
TLatex *tex1 = new TLatex(0.2,0.8,"|Asymmetry|<0.4");
tex1->SetTextSize(0.05);
tex1->SetNDC(kTRUE);
tex1->Draw();
c1->SetLogz(0);
c1->Print(Form("Cosmics/%s_cosmics_1v2_cut1.png",basename));
c1->Print(Form("Cosmics/%s_cosmics_1v2_cut1.pdf",basename));
c1->SetLogz(1);
c1->Print(Form("Cosmics/%s_cosmics_1v2_cut1_log.png",basename));
c1->Print(Form("Cosmics/%s_cosmics_1v2_cut1_log.pdf",basename));
hhSvA_cut1->Draw("colz");
hhSvA_cut1->GetXaxis()->SetLimits(2*newmin/peconvert,2*newmax/peconvert);
hhSvA_cut1->GetXaxis()->SetTitle("Sum");
hhSvA_cut1->GetYaxis()->SetTitle("Asymmetry");
tex1->Draw();
c1->SetLogz(0);
c1->Print(Form("Cosmics/%s_cosmics_SvA_cut1.png",basename));
c1->Print(Form("Cosmics/%s_cosmics_SvA_cut1.pdf",basename));
c1->SetLogz(1);
c1->Print(Form("Cosmics/%s_cosmics_SvA_cut1_log.png",basename));
c1->Print(Form("Cosmics/%s_cosmics_SvA_cut1_log.pdf",basename));
c1->SetLogz(0);
hh1v2_cut2->Draw("colz");
hh1v2_cut2->GetXaxis()->SetLimits(newmin/peconvert,newmax/peconvert);
hh1v2_cut2->GetYaxis()->SetLimits(newmin/peconvert,newmax/peconvert);
hh1v2_cut2->GetXaxis()->SetTitle("#pe SiPM1");
hh1v2_cut2->GetYaxis()->SetTitle("#pe SiPM2");
TLatex *tex2 = new TLatex(0.2,0.8,"SiPMA < SiPMB + 20");
tex2->SetTextSize(0.05);
tex2->SetNDC(kTRUE);
tex2->Draw();
c1->SetLogz(0);
c1->Print(Form("Cosmics/%s_cosmics_1v2_cut2.png",basename));
c1->Print(Form("Cosmics/%s_cosmics_1v2_cut2.pdf",basename));
c1->SetLogz(1);
c1->Print(Form("Cosmics/%s_cosmics_1v2_cut2_log.png",basename));
c1->Print(Form("Cosmics/%s_cosmics_1v2_cut2_log.pdf",basename));
hhSvA_cut2->Draw("colz");
hhSvA_cut2->GetXaxis()->SetLimits(2*newmin/peconvert,2*newmax/peconvert);
hhSvA_cut2->GetXaxis()->SetTitle("Sum");
hhSvA_cut2->GetYaxis()->SetTitle("Asymmetry");
tex2->Draw();
c1->SetLogz(0);
c1->Print(Form("Cosmics/%s_cosmics_SvA_cut2.png",basename));
c1->Print(Form("Cosmics/%s_cosmics_SvA_cut2.pdf",basename));
c1->SetLogz(1);
c1->Print(Form("Cosmics/%s_cosmics_SvA_cut2_log.png",basename));
c1->Print(Form("Cosmics/%s_cosmics_SvA_cut2_log.pdf",basename));
hsum->SetLineColor(kBlack);
hsum->SetLineWidth(2);
hsum->GetXaxis()->SetLimits(2*newmin/peconvert,2*newmax/peconvert);
//hsum->GetXaxis()->SetRangeUser(0.0,120.0);
hsum->GetXaxis()->SetTitle("Number of photoelectrons SiPM1+SiPM2");
hsum->Draw();
c1->Print(Form("Cosmics/%s_temp.png",basename));
c1->Print(Form("Cosmics/%s_temp.pdf",basename));
hsum->SetMaximum(30);
c1->Print(Form("Cosmics/%s_templow.png",basename));
c1->Print(Form("Cosmics/%s_templow.pdf",basename));
c1->SetLogy();
hsum->SetMaximum(1.1*h1->GetBinContent(hsum->GetMaximumBin()));
c1->Print(Form("Cosmics/%s_templog.png",basename));
c1->Print(Form("Cosmics/%s_templog.pdf",basename));
// ---------------------------------------------------------
bgscale = 100;
h1->Fit(fun,"","",lofit,hifit);
fun->SetLineColor(kRed);
fun->SetLineWidth(2);
fun->Draw("same");
cout << fun->GetChisquare() << "/" << fun->GetNDF() << endl;
c1->SetLogy(0);
c1->Print(Form("Cosmics/%s_tempfit.png",basename));
c1->Print(Form("Cosmics/%s_tempfit.pdf",basename));
h1->SetMaximum(175);
c1->Print(Form("Cosmics/%s_templowfit.png",basename));
c1->Print(Form("Cosmics/%s_templowfit.pdf",basename));
h1->SetMaximum(100);
c1->Print(Form("Cosmics/%s_tempLOWfit.png",basename));
c1->Print(Form("Cosmics/%s_tempLOWfit.pdf",basename));
c1->SetLogy(1);
h1->SetMaximum(1.1*h1->GetBinContent(h1->GetMaximumBin()));
c1->Print(Form("Cosmics/%s_templogfit.png",basename));
c1->Print(Form("Cosmics/%s_templogfit.pdf",basename));
c1->Clear();
h1->Draw();
double hax = fun->GetParameter(0);
double mux = fun->GetParameter(1);
double six = fun->GetParameter(2);
fun->SetParameter(0,0.95*hax);
fun->SetParameter(1,mux);
fun->SetParameter(2,1.1*six);
//fun->Draw("same");
//h1->Fit(simplefun,"","",0,60);
TF1 *fun2 = new TF1("fun2","([0]/sqrt(6.28))*TMath::Exp(-0.5*((x-[1])/[2] + TMath::Exp(-(x-[1])/[2])))",2*newmin/peconvert,2*newmax/peconvert);
// fun2->SetParameter(0,hax);
// fun2->SetParameter(1,mux);
// fun2->SetParameter(2,six);
// fun2->SetParameter(0,93);
// fun2->SetParameter(1,35);
// fun2->SetParameter(2,5);
fun2->SetParameter(0,93);
fun2->SetParameter(1,500);
fun2->SetParameter(2,100);
//fun2->SetLineColor(kBlack);
h1->Fit(fun2,"","",lofit,hifit);
fun2->Draw("same");
cout << fun2->GetChisquare() << "/" << fun2->GetNDF() << endl;
double par1 = fun2->GetParameter(1);
TLine line(par1,0,par1,0.24*fun2->GetParameter(0));
line.Draw();
c1->SetLogy(0);
c1->Print(Form("Cosmics/%s_tempffit.png",basename));
c1->Print(Form("Cosmics/%s_tempffit.pdf",basename));
h1->SetMaximum(25);
c1->Print(Form("Cosmics/%s_templowffit.png",basename));
c1->Print(Form("Cosmics/%s_templowffit.pdf",basename));
h1->SetMaximum(0.3*fun2->GetParameter(0));
TLatex *tex = new TLatex(0.6,0.8,Form("MPV = %.1f #pm %.1f",fun2->GetParameter(1),fun2->GetParError(1)));
tex->SetNDC();
tex->SetTextSize(0.05);
tex->Draw();
//h1->GetXaxis()->SetRangeUser(0.0,130.0); // new...
c1->Print(Form("Cosmics/SmallTileCosmics_%s_tempLOWffit.png",basename));
c1->Print(Form("Cosmics/SmallTileCosmics_%s_tempLOWffit.pdf",basename));
c1->SetLogy(1);
h1->SetMaximum(1.1*h1->GetBinContent(h1->GetMaximumBin()));
c1->Print(Form("Cosmics/%s_templogffit.png",basename));
c1->Print(Form("Cosmics/%s_templogffit.pdf",basename));
}
void TrackSlurm::getHistograms(TString inFile, TString outFile)
{
TString inFileName;
inFileName = inFile;
const int nPtBin=34;
double ptBins[nPtBin+1]={0.4,0.5,0.6,0.7,0.8,0.9,1.0,1.1,1.2,1.4,1.6,1.8,2.0,2.2,2.4,3.2,4.0,4.8,5.6,6.4,7.2,9.6,12.0,14.4,19.2,24.0,28.8,35.2,41.6,48.0,60.8,73.6,86.4,103.6,120.8};
TH1D *ptHist = new TH1D("pthist","generalTracks pT Distribution", nPtBin, ptBins);
TH1D *vzHist = new TH1D("vzhist","generalTracks pT Distribution", 100, -25,25);
TH1D *nVzHist = new TH1D("nvzhist","generalTracks pT Distribution", 10, 0,10);
TH1D *nVzHistSD = new TH1D("nvzhistsd","generalTracks pT Distribution", 10, 0,10);
TH1D *nVzHistDD = new TH1D("nvzhistdd","generalTracks pT Distribution", 10, 0,10);
TH1D *nVzHistND = new TH1D("nvzhistnd","generalTracks pT Distribution", 10, 0,10);
TH1D *nVzHistNoES = new TH1D("nvzhistnoes","generalTracks pT Distribution", 10, 0,10);
TH1D *nVz1PtHist = new TH1D("nvz1pthist","generalTracks pT Distribution", nPtBin, ptBins);
TH1D *vzHistNoES = new TH1D("vzhistnoes","generalTracks pT Distribution", 100, -25,25);
TH1D *vzHistnVz1 = new TH1D("vzhistnvz1","generalTracks pT Distribution", 100, -25,25);
TH1D *ptHistCalo = new TH1D("pthistcalo","generalTracks pT Distribution", nPtBin, ptBins);
TH1D *nVz1PtHistCalo = new TH1D("nvz1pthistcalo","generalTracks pT Distribution", nPtBin, ptBins);
TH1D *gPtVtxptHistCalo = new TH1D("gptvtxpthistcalo","generalTracks pT Distribution", nPtBin, ptBins);
TH1D *allVtxptHistCalo = new TH1D("allvtxpthistcalo","generalTracks pT Distribution", nPtBin, ptBins);
TH1D *allVtxptHistCaloSD = new TH1D("allvtxpthistcalosd","generalTracks pT Distribution", nPtBin, ptBins);
TH1D *allVtxptHistCaloDD = new TH1D("allvtxpthistcalodd","generalTracks pT Distribution", nPtBin, ptBins);
TH1D *allVtxptHistCaloND = new TH1D("allvtxpthistcalond","generalTracks pT Distribution", nPtBin, ptBins);
TH1D *allVtxptHistCaloEta1 = new TH1D("allvtxpthistcaloeta1","generalTracks pT Distribution", nPtBin, ptBins);
TH1D *allVtxptHistCaloSDEta1 = new TH1D("allvtxpthistcalosdeta1","generalTracks pT Distribution", nPtBin, ptBins);
TH1D *allVtxptHistCaloDDEta1 = new TH1D("allvtxpthistcaloddeta1","generalTracks pT Distribution", nPtBin, ptBins);
TH1D *allVtxptHistCaloNDEta1 = new TH1D("allvtxpthistcalondeta1","generalTracks pT Distribution", nPtBin, ptBins);
TH1D *proIDnVtx0Hist = new TH1D("proidnvtx0hist","process ID Distribution", 10, 100,110);
TH1D *proIDnVtxnHist = new TH1D("proidnvtxnhist","process ID Distribution", 10, 100,110);
TH1D *proIDAllHist = new TH1D("proidallhist","process ID Distribution", 10, 100,110);
TH1D *proIDESHist = new TH1D("proideshist","process ID Distribution", 10, 100,110);
TH1D *nVzHistNoESWithHLT = new TH1D("nvzhistnoeswithhlt","generalTracks pT Distribution", 10, 0,10);
TH1D *proIDnVtx0HLTHist = new TH1D("proidnvtx0hlthist","process ID Distribution", 10, 100,110);
TH1D *proIDnVtxnHLTHist = new TH1D("proidnvtxnhlthist","process ID Distribution", 10, 100,110);
TH1D *proIDHLTHist = new TH1D("proidhlthist","process ID Distribution", 10, 100,110);
TH1D *proIDHLTESHist = new TH1D("proidhlteshist","process ID Distribution", 10, 100,110);
TH1D *nMultHist = new TH1D("nmulthist","Multiplicity Distribution", 200, 0,200);
TH1D *nMultHistSD = new TH1D("nmulthistsd","Multiplicity Distribution", 200, 0,200);
TH1D *nMultHistDD = new TH1D("nmulthistdd","Multiplicity Distribution", 200, 0,200);
TH1D *nMultHistND = new TH1D("nmulthistnd","Multiplicity Distribution", 200, 0,200);
TH1D *nMultHistEta24 = new TH1D("nmulthisteta24","Multiplicity Distribution", 200, 0,200);
TH1D *nMultHistEta10 = new TH1D("nmulthisteta10","Multiplicity Distribution", 200, 0,200);
TH1D *nMultHistEta24SD = new TH1D("nmulthisteta24sd","Multiplicity Distribution", 200, 0,200);
TH1D *nMultHistEta10SD = new TH1D("nmulthisteta10sd","Multiplicity Distribution", 200, 0,200);
TH1D *nMultHistEta24DD = new TH1D("nmulthisteta24dd","Multiplicity Distribution", 200, 0,200);
TH1D *nMultHistEta10DD = new TH1D("nmulthisteta10dd","Multiplicity Distribution", 200, 0,200);
TH1D *nMultHistEta24ND = new TH1D("nmulthisteta24nd","Multiplicity Distribution", 200, 0,200);
TH1D *nMultHistEta10ND = new TH1D("nmulthisteta10nd","Multiplicity Distribution", 200, 0,200);
int nmult24, nmult10;
int nmult24sd, nmult10sd;
int nmult24dd, nmult10dd;
int nmult24nd, nmult10nd;
const Int_t maxn = 90000;
Float_t vz;
Int_t processid;
Int_t HLT_L1MinimumBiasHF1OR_v1;
Int_t nTrk;
Float_t trkPt[maxn], trkEta[maxn], trkPhi[maxn];
Bool_t highPurity[maxn];
Float_t trkDz1[maxn], trkDzError1[maxn],trkDxy1[maxn],trkDxyError1[maxn],trkPtError[maxn];
Int_t nTrkTimesnVtx;
Float_t trkDzOverDzError[maxn], trkDxyOverDxyError[maxn];
long Nevt;
int pVtx;
int pBeamScrape;
int nVtx;
float trkMVA[maxn];
unsigned char trkNHit[maxn];
float pfEcal[maxn];
float pfHcal[maxn];
TFile * file = TFile::Open(inFileName);
TTree * tree = (TTree *) file->Get("hiEvtAnalyzer/HiTree");
tree->AddFriend("pptrack=ppTrack/trackTree");
tree->AddFriend("skimTree=skimanalysis/HltTree");
tree->AddFriend("hltTree=hltanalysis/HltTree");
tree->AddFriend("genTree=HiGenParticleAna/hi");
tree->SetBranchAddress("vz",&vz);
tree->SetBranchAddress("processid",&processid);
tree->SetBranchAddress("HLT_L1MinimumBiasHF1OR_v1",&HLT_L1MinimumBiasHF1OR_v1);
tree->SetBranchAddress("nTrk",&nTrk);
tree->SetBranchAddress("trkPt",&trkPt);
tree->SetBranchAddress("trkEta",&trkEta);
tree->SetBranchAddress("trkPhi",&trkPhi);
tree->SetBranchAddress("trkDz1",&trkDz1);
tree->SetBranchAddress("trkDzError1",&trkDzError1);
tree->SetBranchAddress("trkDxy1",&trkDxy1);
tree->SetBranchAddress("trkDxyError1",&trkDxyError1);
tree->SetBranchAddress("nTrkTimesnVtx",&nTrkTimesnVtx);
tree->SetBranchAddress("trkDzOverDzError",&trkDzOverDzError);
tree->SetBranchAddress("trkDxyOverDxyError",&trkDxyOverDxyError);
//tree->SetBranchAddress("",&);
tree->SetBranchAddress("trkPtError",&trkPtError);
tree->SetBranchAddress("highPurity",&highPurity);
tree->SetBranchAddress("trkMVA",&trkMVA);
tree->SetBranchAddress("trkNHit",&trkNHit);
tree->SetBranchAddress("pfHcal",&pfHcal);
tree->SetBranchAddress("pfEcal",&pfEcal);
tree->SetBranchAddress("pPAprimaryVertexFilter",&pVtx);
tree->SetBranchAddress("pBeamScrapingFilter",&pBeamScrape);
tree->SetBranchAddress("nVtx",&nVtx);
Nevt=tree->GetEntries(); cout<<"Entries= "<<Nevt<<endl;
for(long ne=0; ne<Nevt; ne++){
//for(long ne=0; ne<10000; ne++){
if(ne%3000==0) cout<<"Have run "<<ne<<" events. "<<endl;
tree->GetEntry(ne);
nmult24=0; nmult10=0;
nmult24sd=0; nmult10sd=0;
nmult24dd=0; nmult10dd=0;
nmult24nd=0; nmult10nd=0;
nVzHistNoES->Fill(nVtx*pVtx);
if(HLT_L1MinimumBiasHF1OR_v1==1)
nVzHistNoESWithHLT->Fill(nVtx*pVtx);
vzHistNoES->Fill(vz);
proIDAllHist->Fill(processid);
if(nVtx*pVtx==0)
proIDnVtx0Hist->Fill(processid);
if(nVtx*pVtx==0 && HLT_L1MinimumBiasHF1OR_v1==1)
proIDnVtx0HLTHist->Fill(processid);
if(nVtx*pVtx>0)
proIDnVtxnHist->Fill(processid);
if(nVtx*pVtx>0 && HLT_L1MinimumBiasHF1OR_v1==1)
proIDnVtxnHLTHist->Fill(processid);
if(pVtx&&pBeamScrape)
proIDESHist->Fill(processid); //only ES
if(HLT_L1MinimumBiasHF1OR_v1==0) continue;
proIDHLTHist->Fill(processid); //only HLT
if(!(pVtx&&pBeamScrape)) continue;
nVzHist->Fill(nVtx);
vzHist->Fill(vz);
proIDHLTESHist->Fill(processid);
if(processid==103 || processid==104)
nVzHistSD->Fill(nVtx);
if(processid==105)
nVzHistDD->Fill(nVtx);
if(processid==101)
nVzHistND->Fill(nVtx);
if(nVtx==1)
vzHistnVz1->Fill(vz);
nMultHist->Fill(nTrk);
if(processid==103 || processid==104)
nMultHistSD->Fill(nTrk);
if(processid==105)
nMultHistDD->Fill(nTrk);
if(processid==101)
nMultHistND->Fill(nTrk);
for(int ni=0;ni<nTrk;ni++){
if(!(highPurity[ni]&&trkPtError[ni]/trkPt[ni]<0.3&&trkPt[ni]>0.4&&trkPt[ni]<120.8&&fabs(trkEta[ni])<2.4)) continue;
if(fabs(trkDz1[ni]/trkDzError1[ni])<3&&fabs(trkDxy1[ni]/trkDxyError1[ni])<3){
ptHist->Fill(trkPt[ni]);
if(nVtx==1)
nVz1PtHist->Fill(trkPt[ni]);
}
float Et = (pfHcal[ni]+pfEcal[ni])/TMath::CosH(trkEta[ni]);
if(!(trkPt[ni]<20 || (Et>0.2*trkPt[ni] && Et>trkPt[ni]-80))) continue; //Calo Matching
if(fabs(trkDz1[ni]/trkDzError1[ni])<3&&fabs(trkDxy1[ni]/trkDxyError1[ni])<3){
ptHistCalo->Fill(trkPt[ni]);
if(nVtx==1)
nVz1PtHistCalo->Fill(trkPt[ni]);
gPtVtxptHistCalo->Fill(trkPt[ni]);
}
bool isCompatibleWithVertex = false;
for(int v = 0; v<nVtx; v++){
if(TMath::Abs(trkDxyOverDxyError[ni*nVtx+v])<3 && TMath::Abs(trkDzOverDzError[ni*nVtx+v])<3){
isCompatibleWithVertex = true;
break;
}
}
if(!isCompatibleWithVertex) continue;
allVtxptHistCalo->Fill(trkPt[ni]);
if(fabs(trkEta[ni])<1.0)
allVtxptHistCaloEta1->Fill(trkPt[ni]);
nmult24++;
if(fabs(trkEta[ni])<1.0)
nmult10++;
if(processid==103 || processid==104){
allVtxptHistCaloSD->Fill(trkPt[ni]);
if(fabs(trkEta[ni])<1.0)
allVtxptHistCaloSDEta1->Fill(trkPt[ni]);
nmult24sd++;
if(fabs(trkEta[ni])<1.0)
nmult10sd++;
}
if(processid==105){
allVtxptHistCaloDD->Fill(trkPt[ni]);
if(fabs(trkEta[ni])<1.0)
allVtxptHistCaloDDEta1->Fill(trkPt[ni]);
nmult24dd++;
if(fabs(trkEta[ni])<1.0)
nmult10dd++;
}
if(processid==101){
allVtxptHistCaloND->Fill(trkPt[ni]);
if(fabs(trkEta[ni])<1.0)
allVtxptHistCaloNDEta1->Fill(trkPt[ni]);
nmult24nd++;
if(fabs(trkEta[ni])<1.0)
nmult10nd++;
}
}//end of ntrk
nMultHistEta24->Fill(nmult24);
nMultHistEta10->Fill(nmult10);
nMultHistEta24SD->Fill(nmult24sd);
nMultHistEta10SD->Fill(nmult10sd);
nMultHistEta24DD->Fill(nmult24dd);
nMultHistEta10DD->Fill(nmult10dd);
nMultHistEta24ND->Fill(nmult24nd);
nMultHistEta10ND->Fill(nmult10nd);
}
//////
TString outFileName;
outFileName = outFile;
TFile * outFiles = TFile::Open(outFileName,"recreate");
outFiles->cd();
vzHist->Write();
ptHist->Write();
nVzHistNoES->Write();
nVzHist->Write();
nVzHistSD->Write();
nVzHistDD->Write();
nVzHistND->Write();
nVz1PtHist->Write();
vzHistNoES->Write();
vzHistnVz1->Write();
ptHistCalo->Write();
nVz1PtHistCalo->Write();
gPtVtxptHistCalo->Write();
allVtxptHistCalo->Write();
allVtxptHistCaloSD->Write();
allVtxptHistCaloDD->Write();
allVtxptHistCaloND->Write();
allVtxptHistCaloEta1->Write();
allVtxptHistCaloSDEta1->Write();
allVtxptHistCaloDDEta1->Write();
allVtxptHistCaloNDEta1->Write();
proIDnVtx0Hist->Write();
proIDnVtxnHist->Write();
proIDAllHist->Write();
proIDESHist->Write();
nVzHistNoESWithHLT->Write();
proIDnVtx0HLTHist->Write();
proIDnVtxnHLTHist->Write();
proIDHLTHist->Write();
proIDHLTESHist->Write();
nMultHist->Write();
nMultHistSD->Write();
nMultHistDD->Write();
nMultHistND->Write();
nMultHistEta24->Write();
nMultHistEta10->Write();
nMultHistEta24SD->Write();
nMultHistEta10SD->Write();
nMultHistEta24DD->Write();
nMultHistEta10DD->Write();
nMultHistEta24ND->Write();
nMultHistEta10ND->Write();
outFiles->Close();
delete vzHist;
delete ptHist;
delete nVzHistNoES;
delete nVzHist;
delete nVzHistSD;
delete nVzHistDD;
delete nVzHistND;
delete nVz1PtHist;
delete vzHistNoES;
delete vzHistnVz1;
delete ptHistCalo;
delete nVz1PtHistCalo;
delete gPtVtxptHistCalo;
delete allVtxptHistCalo;
delete allVtxptHistCaloSD;
delete allVtxptHistCaloDD;
delete allVtxptHistCaloND;
delete allVtxptHistCaloEta1;
delete allVtxptHistCaloSDEta1;
delete allVtxptHistCaloDDEta1;
delete allVtxptHistCaloNDEta1;
delete proIDnVtx0Hist;
delete proIDnVtxnHist;
delete proIDAllHist;
delete proIDESHist;
delete nVzHistNoESWithHLT;
delete proIDnVtx0HLTHist;
delete proIDnVtxnHLTHist;
delete proIDHLTHist;
delete proIDHLTESHist;
delete nMultHist;
delete nMultHistSD;
delete nMultHistDD;
delete nMultHistND;
delete nMultHistEta24;
delete nMultHistEta10;
delete nMultHistEta24SD;
delete nMultHistEta10SD;
delete nMultHistEta24DD;
delete nMultHistEta10DD;
delete nMultHistEta24ND;
delete nMultHistEta10ND;
}
//need function for find container in vector by name and create if not existing
void do_sync(const char * file, const char* output){
using namespace top;
using namespace std;
TFile * f = new TFile(file);
TTree * t = (TTree*) f->Get("PFTree/pfTree");
top::leptonSelector lepSel;
lepSel.setUseRhoIsoForElectrons(false); ///FIRST TRY WITHOUT RHO ISO
vector<NTMuon> * pMuons = 0;
t->SetBranchAddress("NTMuons",&pMuons);
vector<NTElectron> * pElectrons = 0;
t->SetBranchAddress("NTPFElectrons",&pElectrons);
vector<NTJet> * pJets=0;
t->SetBranchAddress("NTJets",&pJets);
NTMet * pMet = 0;
t->SetBranchAddress("NTMet",&pMet);
NTEvent * pEvent = 0;
t->SetBranchAddress("NTEvent",&pEvent);
TH1D * h = new TH1D(file,file,20,0,20);
////just some counters
double totalkinelectrons=0;
double totalkinmuons=0;
double totalidelectrons=0;
double totalidmuons=0;
double totalisoelectrons=0;
double totalisomuons=0;
double totalhardjets=0;
// start main loop /////////////////////////////////////////////////////////
Long64_t nEntries=t->GetEntries();
Long64_t maxevents=50000;
if(maxevents < nEntries) nEntries=maxevents;
cout << "\n\nrunning on maximum " << nEntries << " entries." <<endl;
for(Long64_t entry=0;entry<nEntries;entry++){
displayStatusBar(entry,nEntries);
t->GetEntry(entry);
elecRhoIsoAdder rho(true,false);
vector<NTElectron> kinelectrons;
////// clean electrons against muons and make kin cuts on the fly//////
for(NTElectronIt elec=pElectrons->begin();elec<pElectrons->end();++elec){
if(elec->pt() < 20) continue;
if(fabs(elec->eta()) > 2.5) continue;
if(!noOverlap(elec, *pMuons, 0.1)) continue;
kinelectrons.push_back(*elec);
}
//two leps cut
rho.setRho(pEvent->isoRho(2));
rho.addRhoIso(kinelectrons);
vector<NTMuon> kinmuons = lepSel.selectKinMuons(*pMuons);
vector<NTElectron> idelectrons =lepSel.selectIDElectrons(kinelectrons);
vector<NTMuon> idmuons =lepSel.selectIDMuons(kinmuons);
vector<NTElectron> isoelectrons =lepSel.selectIsolatedElectrons(idelectrons);
vector<NTMuon> isomuons =lepSel.selectIsolatedMuons(idmuons);
if(kinelectrons.size() + kinmuons.size() < 2) continue;
totalkinelectrons+=kinelectrons.size();
totalkinmuons+=kinmuons.size();
totalidelectrons+=idelectrons.size();
totalidmuons+=idmuons.size();
totalisoelectrons+=isoelectrons.size();
totalisomuons+=isomuons.size();
vector<NTJet> hardjets;
for(NTJetIt jet=pJets->begin();jet<pJets->end();++jet){ //some kin cuts plus id overlaps commented!
if(jet->pt()<30) continue;
if(fabs(jet->eta())>2.5) continue;
if(!(jet->id())) continue;
// if(!noOverlap(jet, isomuons, 0.3)) continue;
// if(!noOverlap(jet, isoelectrons, 0.3)) continue;
hardjets.push_back(*jet);
}
h->Fill(hardjets.size());
totalhardjets+=hardjets.size();
}
cout << "\nkinelecs: " << totalkinelectrons << "\n"
<< "idelectrons: " << totalidelectrons << "\n"
<< "isoelectrons: " << totalisoelectrons << "\n\n"
<< "kinmuons: " << totalkinmuons << "\n"
<< "idmuons: " << totalidmuons << "\n"
<< "isomuons: " << totalisomuons << "\n\n"
<< "hardjets: " << totalhardjets << "\n"
<< endl;
cout << "hardjets definition might be the same as in real analysis! doesn't matter for sync." << endl;
TCanvas * c = new TCanvas("","");
h->Draw();
c->Print(((TString) output) + ".eps");
f->Close(); //deletes all pointers
delete f;
}
void plotRBDphi(
double dphiCut=3.026,
// double dphiCut=2.094,
double dphiCut2 = 3.026,
TString infname = "data.root",
TString pythia = "pythia.root",
TString mix = "mix.root",
bool useWeight = true,
bool drawXLabel = false,
bool drawLeg = true)
{
useWeight = 0;
int threshold1 = 80;
int threshold2 = 120;
gStyle->SetErrorX(0);
TString cut1=Form("abs(eta1) < 2 && abs(eta2) < 2 && et1>%d&&et2>50",threshold1);
TString cut2=Form("abs(eta1) < 2 && abs(eta2) < 2 && et1>%d&&et2>50",threshold2);
cout <<cut1.Data()<<endl;
cout <<cut2.Data()<<endl;
TString trigcut = "";
TString cstring = "";
// open the data file
TFile *inf = new TFile(infname.Data());
TTree *nt =(TTree*)inf->FindObjectAny("nt");
// open the pythia (MC) file
TFile *infPythia = new TFile(pythia.Data());
TTree *ntPythia = (TTree*) infPythia->FindObjectAny("nt");
// open the datamix file
TFile *infMix = new TFile(mix.Data());
TTree *ntMix =(TTree*)infMix->FindObjectAny("nt");
// open output
TFile *outfile = new TFile("output.root","recreate");
TNtuple *ntOut = new TNtuple("ntOut","","npart");
nt->SetAlias("et1","pt1");
nt->SetAlias("et2","pt2");
ntMix->SetAlias("et1","pt1");
ntMix->SetAlias("et2","pt2");
ntPythia->SetAlias("et1","pt1");
ntPythia->SetAlias("et2","pt2");
// ntMix->SetAlias("pt1","et1");
// ntMix->SetAlias("pt2","et2");
// ntPythia->SetAlias("pt1","et1");
// ntPythia->SetAlias("pt2","et2");
ntPythia->SetAlias("weight","1");
ntMix->SetAlias("weight","1");
const int nBin = 6;
double m[nBin+1] = {-1.5,-0.5,3.5,7.5,11.5,20.5,40.5};
double npart[nBin] = {2,358.623,232.909,97.9521};
double npart2[nBin] = {2,358.623,232.909,97.9521};
double npartValue[40];
npartValue[0] = 393.633;
npartValue[1] = 368.819;
npartValue[2] = 343.073;
npartValue[3] = 317.625;
npartValue[4] = 292.932;
npartValue[5] = 271.917;
npartValue[6] = 249.851;
npartValue[7] = 230.72;
npartValue[8] = 212.465;
npartValue[9] = 194.752;
npartValue[10] = 178.571;
npartValue[11] = 163.23;
npartValue[12] = 149.187;
npartValue[13] = 136.011;
npartValue[14] = 123.414;
npartValue[15] = 111.7;
npartValue[16] = 100.831;
npartValue[17] = 90.7831;
npartValue[18] = 80.9823;
npartValue[19] = 72.6236;
npartValue[20] = 64.1508;
npartValue[21] = 56.6284;
npartValue[22] = 49.9984;
npartValue[23] = 43.3034;
npartValue[24] = 37.8437;
npartValue[25] = 32.6659;
npartValue[26] = 27.83;
npartValue[27] = 23.7892;
npartValue[28] = 20.1745;
npartValue[29] = 16.8453;
npartValue[30] = 14.0322;
npartValue[31] = 11.602;
npartValue[32] = 9.52528;
npartValue[33] = 7.6984;
npartValue[34] = 6.446;
npartValue[35] = 4.96683;
npartValue[36] = 4.23649;
npartValue[37] = 3.50147;
npartValue[38] = 3.16107;
npartValue[39] = 2.7877;
TH1D *hTmp = new TH1D("hTmp","",100,-10,400);
TH1D *h = new TH1D("h","",nBin,m);
TH1D *hCut = new TH1D("hCut","",nBin,m);
TH1D *h2 = new TH1D("h2","",nBin,m);
TH1D *h2Cut = new TH1D("h2Cut","",nBin,m);
TH1D *hStat = new TH1D("hStat","",nBin,m);
TH1D *hNpartSum = new TH1D("hNpartSum","",nBin,m);
TH1D *hStat2 = new TH1D("hStat2","",nBin,m);
TH1D *hNpartSum2 = new TH1D("hNpartSum2","",nBin,m);
Float_t bin=0;
Float_t et1=0;
nt->SetBranchAddress("bin",&bin);
nt->SetBranchAddress("pt1",&et1);
for (int i=0;i<nt->GetEntries();i++)
{
nt->GetEntry(i);
if (et1<threshold1) continue;
if (et1>threshold2) {
hNpartSum2->Fill(bin,npartValue[(int)bin]);
hStat2->Fill(bin);
if (et1>threshold1) {
hNpartSum->Fill(bin,npartValue[(int)bin]);
hStat->Fill(bin);
}
}
}
hNpartSum->Divide(hStat);
hNpartSum2->Divide(hStat2);
for (int i=1;i<nBin;i++)
{
cout <<hNpartSum->GetBinContent(i+1)<<endl;
npart[i]=hNpartSum->GetBinContent(i+1);
cout <<hNpartSum2->GetBinContent(i+1)<<endl;
npart2[i]=hNpartSum2->GetBinContent(i+1);
}
nt->Draw("bin>>h",Form("abs(dphi)>%f&&%s",dphiCut,cut1.Data()));
nt->Draw("bin>>hCut",Form("%s",cut1.Data()));
TGraphAsymmErrors *g = calcEff(hCut,h,npart);
g->SetMarkerSize(1.25);
cout <<cut2.Data()<<endl;
nt->Draw("bin>>h2",Form("abs(dphi)>%f&&%s",dphiCut2,cut2.Data()));
nt->Draw("bin>>h2Cut",Form("%s",cut2.Data()));
TGraphAsymmErrors *g2 = calcEff(h2Cut,h2,npart2);
g2->SetMarkerSize(1.25);
ntPythia->Draw("bin>>h",Form("abs(dphi)>%f&&%s",dphiCut2,cut2.Data()));
ntPythia->Draw("bin>>hCut",Form("%s",cut2.Data()));
TGraphAsymmErrors *gPythia = calcEffpythia(hCut,h,npart);
gPythia->SetMarkerSize(1.7);
if(useWeight){
ntMix->Draw("bin>>h",Form("weight*(abs(dphi)>%f&&%s)",dphiCut2,cut2.Data()));
ntMix->Draw("bin>>hCut",Form("weight*(%s)",cut2.Data()));
}else{
ntMix->Draw("bin>>h",Form("(abs(dphi)>%f&&%s)",dphiCut2,cut2.Data()));
ntMix->Draw("bin>>hCut",Form("(%s)",cut2.Data()));
}
TGraphAsymmErrors *gMix = calcEff(hCut,h,npart);
gMix->SetMarkerSize(1.25);
TCanvas *c = new TCanvas("c","",500,500);
// hTmp->SetMaximum(g->GetY()[0]*2.2);
hTmp->SetMaximum(0.85);
hTmp->SetMinimum(0.);
hTmp->SetXTitle("N_{part}");
hTmp->SetYTitle(Form("R_{B}(#Delta#phi_{12} > %.3f)",dphiCut));
hTmp->GetXaxis()->CenterTitle();
hTmp->GetYaxis()->CenterTitle();
// hTmp->GetYaxis()->SetTitleOffset(1.2);
// hTmp->GetYaxis()->SetTitleSize(0.055);
hTmp->Draw();
double errorbar = 0.02;
/*
for(int i = 0; i < g->GetN(); ++i){
double *x = g->GetX();
double *y = g->GetY();
// DrawTick(y[i],0.18*y[i],0.18*y[i],x[i],0.012,8.1,16);
}
g->Draw("p same");
g2->SetMarkerStyle(4);
*/
for(int i = 0; i < g2->GetN(); ++i){
double *x = g2->GetX();
double *y = g2->GetY();
double err = 1.5*(0.0001129*x[i]);
err = sqrt(err * err + 0.012*0.012);
cout <<err/y[i]<<" "<<1.5*(0.0001129*x[i])/y[i]<<" "<<0.012/y[i]<<endl;
double tickSize = 0.012;
if (err<tickSize) tickSize=err;
DrawTick(y[i],err,err,x[i],tickSize,8.1,dataColor);
}
gPythia->SetMarkerColor(4);
gPythia->SetLineColor(4);
gPythia->SetMarkerStyle(29);
gMix->SetMarkerColor(4);
gMix->SetLineColor(4);
gMix->SetMarkerStyle(25);
// gMix->Draw("p same");
gPythia->Draw("p same");
g2->SetLineColor(dataColor);
g2->SetMarkerColor(dataColor);
g2->Draw("p same");
TLine* pline = new TLine(0,gPythia->GetY()[0],400,gPythia->GetY()[0]);
pline->SetLineColor(4);
pline->SetLineStyle(4);
pline->Draw();
if(drawLeg){
TLegend *t3=new TLegend(0.5,0.77,0.9,0.93);
t3->AddEntry(g2,"PbPb #sqrt{s}_{_{NN}}=2.76 TeV","p");
// t3->AddEntry(gPythia,"PYTHIA","p");
// t3->AddEntry(gMix,"PYTHIA+DATA","p");
// t3->AddEntry(g,"2011","p");
// t3->AddEntry(gMix,"2010","p");
t3->AddEntry(gPythia,"pp #sqrt{s}=2.76 TeV","p");
t3->SetFillColor(0);
t3->SetBorderSize(0);
t3->SetFillStyle(0);
t3->SetTextFont(63);
t3->SetTextSize(15);
t3->Draw();
}
TLatex *cms = new TLatex(0.20,0.88,"CMS Preliminary");
cms->SetNDC();
cms->SetTextFont(63);
cms->SetTextSize(18);
cms->Draw();
TLatex tsel;
tsel.SetNDC();
tsel.SetTextFont(63);
tsel.SetTextSize(15);
tsel.DrawLatex(0.25,0.35,"p_{T,1} > 120 GeV/c");
tsel.DrawLatex(0.25,0.275,"p_{T,2} > 30 GeV/c");
// tsel.DrawLatex(0.25,0.20,"#Delta#phi_{12} > #frac{2}{3}#pi rad");
TLatex *lumi = new TLatex(0.20,0.81,"#intL dt = 6.7 #mub^{-1}");
lumi->SetNDC();
lumi->SetTextFont(63);
lumi->SetTextSize(15);
lumi->Draw();
/*
TF1 *f = new TF1("f","0.5+[0]*x");
gMix->Fit("f");
*/
TCanvas *c2 = new TCanvas("c2","",500,500);
TGraphAsymmErrors *gRatio = divideGraph(g2,gMix);
gRatio->Draw("ap");
gRatio->Fit("pol1");
//gRatio->Fit("pol0");
c->Print(Form("fig/RB_dphi_%d_vs_Npart.eps",(int)(1000*dphiCut)));
c->Print(Form("fig/RB_dphi_%d_vs_Npart.C",(int)(1000*dphiCut)));
c->Print(Form("fig/RB_dphi_%d_vs_Npart.gif",(int)(1000*dphiCut)));
c->Print(Form("fig/RB_dphi_%d_vs_Npart.pdf",(int)(1000*dphiCut)));
}