//_____________________________________________________________________________
void ProofSimple::Begin(TTree * /*tree*/)
{
// The Begin() function is called at the start of the query.
// When running with PROOF Begin() is only called on the client.
// The tree argument is deprecated (on PROOF 0 is passed).
TString option = GetOption();
Ssiz_t iopt = kNPOS;
// Histos array
if (fInput->FindObject("ProofSimple_NHist")) {
TParameter<Long_t> *p =
dynamic_cast<TParameter<Long_t>*>(fInput->FindObject("ProofSimple_NHist"));
fNhist = (p) ? (Int_t) p->GetVal() : fNhist;
} else if ((iopt = option.Index("nhist=")) != kNPOS) {
TString s;
Ssiz_t from = iopt + strlen("nhist=");
if (option.Tokenize(s, from, ";") && s.IsDigit()) fNhist = s.Atoi();
}
if (fNhist < 1) {
Abort("fNhist must be > 0! Hint: proof->SetParameter(\"ProofSimple_NHist\","
" (Long_t) <nhist>)", kAbortProcess);
return;
}
if (fInput->FindObject("ProofSimple_NHist3")) {
TParameter<Long_t> *p =
dynamic_cast<TParameter<Long_t>*>(fInput->FindObject("ProofSimple_NHist3"));
fNhist3 = (p) ? (Int_t) p->GetVal() : fNhist3;
} else if ((iopt = option.Index("nhist3=")) != kNPOS) {
TString s;
Ssiz_t from = iopt + strlen("nhist3=");
if (option.Tokenize(s, from, ";") && s.IsDigit()) fNhist3 = s.Atoi();
}
// Ntuple
TNamed *nm = dynamic_cast<TNamed *>(fInput->FindObject("ProofSimple_Ntuple"));
if (nm) {
// Title is in the form
// merge merge via file
// |<fout> location of the output file if merge
// |retrieve retrieve to client machine
// dataset create a dataset
// |<dsname> dataset name (default: dataset_ntuple)
// |plot for a final plot
// <empty> or other keep in memory
fHasNtuple = 1;
TString ontp(nm->GetTitle());
if (ontp.Contains("|plot") || ontp == "plot") {
fPlotNtuple = kTRUE;
ontp.ReplaceAll("|plot", "");
if (ontp == "plot") ontp = "";
}
if (ontp.BeginsWith("dataset")) fHasNtuple = 2;
}
}
//_____________________________________________________________________________
Bool_t ProofSimple::Process(Long64_t entry)
{
// The Process() function is called for each entry in the tree (or possibly
// keyed object in the case of PROOF) to be processed. The entry argument
// specifies which entry in the currently loaded tree is to be processed.
// It can be passed to either ProofSimple::GetEntry() or TBranch::GetEntry()
// to read either all or the required parts of the data. When processing
// keyed objects with PROOF, the object is already loaded and is available
// via the fObject pointer.
//
// This function should contain the "body" of the analysis. It can contain
// simple or elaborate selection criteria, run algorithms on the data
// of the event and typically fill histograms.
//
// The processing can be stopped by calling Abort().
//
// Use fStatus to set the return value of TTree::Process().
//
// The return value is currently not used.
for (Int_t i=0; i < fNhist; i++) {
if (fRandom && fHist[i]) {
Double_t x = fRandom->Gaus(0.,1.);
fHist[i]->Fill(x);
}
}
for (Int_t i=0; i < fNhist3; i++) {
if (fRandom && fHist3[i]) {
Double_t x = fRandom->Gaus(0.,1.);
fHist3[i]->Fill(x,x,x);
}
}
if (fHLab && fRandom) {
TSortedList sortl;
Float_t rr[10];
fRandom->RndmArray(10, rr);
for (Int_t i=0; i < 10; i++) {
sortl.Add(new TParameter<Int_t>(TString::Format("%f",rr[i]), i));
}
TIter nxe(&sortl);
TParameter<Int_t> *pi = 0;
while ((pi = (TParameter<Int_t> *) nxe())) {
fHLab->Fill(TString::Format("hl%d", pi->GetVal()), pi->GetVal());
}
}
if (fNtp) FillNtuple(entry);
return kTRUE;
}
//_____________________________________________________________________________
void ProofEventProc::SlaveBegin(TTree * /*tree*/)
{
// The SlaveBegin() function is called after the Begin() function.
// When running with PROOF SlaveBegin() is called on each slave server.
// The tree argument is deprecated (on PROOF 0 is passed).
TString option = GetOption();
// How much to read
fFullRead = kFALSE;
TNamed *nm = 0;
if (fInput) {
if ((nm = dynamic_cast<TNamed *>(fInput->FindObject("ProofEventProc_Read")))) {
if (!strcmp(nm->GetTitle(), "readall")) fFullRead = kTRUE;
}
}
if (!nm) {
// Check option
if (option == "readall") fFullRead = kTRUE;
}
Info("SlaveBegin", "'%s' reading", (fFullRead ? "full" : "optimized"));
fPtHist = new TH1F("pt_dist","p_{T} Distribution",100,0,5);
fPtHist->SetDirectory(0);
fPtHist->GetXaxis()->SetTitle("p_{T}");
fPtHist->GetYaxis()->SetTitle("dN/p_{T}dp_{T}");
fOutput->Add(fPtHist);
fPzHist = new TH1F("pz_dist","p_{Z} Distribution",100,0,5.);
fPzHist->SetDirectory(0);
fPzHist->GetXaxis()->SetTitle("p_{Z}");
fPzHist->GetYaxis()->SetTitle("dN/dp_{Z}");
fOutput->Add(fPzHist);
fPxPyHist = new TH2F("px_py","p_{X} vs p_{Y} Distribution",100,-5.,5.,100,-5.,5.);
fPxPyHist->SetDirectory(0);
fPxPyHist->GetXaxis()->SetTitle("p_{X}");
fPxPyHist->GetYaxis()->SetTitle("p_{Y}");
fOutput->Add(fPxPyHist);
// Abort test, if any
TParameter<Int_t> *pi = 0;
if (fInput)
pi = dynamic_cast<TParameter<Int_t> *>(fInput->FindObject("ProofEventProc_TestAbort"));
if (pi) fTestAbort = pi->GetVal();
if (fTestAbort < -1 || fTestAbort > 1) {
Info("SlaveBegin", "unsupported value for the abort test: %d not in [-1,1] - ignore", fTestAbort);
fTestAbort = -1;
} else if (fTestAbort > -1) {
Info("SlaveBegin", "running abort test: %d", fTestAbort);
}
if (fTestAbort == 0)
Abort("Test abortion during init", kAbortProcess);
}
//_____________________________________________________________________________
void ProofSimpleFile::Begin(TTree * /*tree*/)
{
// The Begin() function is called at the start of the query.
// When running with PROOF Begin() is only called on the client.
// The tree argument is deprecated (on PROOF 0 is passed).
TString option = GetOption();
// Number of histograms (needed in terminate)
if (fInput->FindObject("ProofSimpleFile_NHist")) {
TParameter<Long_t> *p =
dynamic_cast<TParameter<Long_t>*>(fInput->FindObject("ProofSimpleFile_NHist"));
fNhist = (p) ? (Int_t) p->GetVal() : fNhist;
} else if ((iopt = option.Index("nhist=")) != kNPOS) {
TString s;
Ssiz_t from = iopt + strlen("nhist=");
if (option.Tokenize(s, from, ";") && s.IsDigit()) fNhist = s.Atoi();
}
}
//_____________________________________________________________________________
void ProofAux::SlaveBegin(TTree * /*tree*/)
{
// The SlaveBegin() function is called after the Begin() function.
// When running with PROOF SlaveBegin() is called on each slave server.
// The tree argument is deprecated (on PROOF 0 is passed).
TString option = GetOption();
// Determine the action type
fAction = GetAction(fInput);
// Get the number of events
TParameter<Long64_t> *a = (TParameter<Long64_t> *) fInput->FindObject("ProofAux_NEvents");
if (a) fNEvents = a->GetVal();
// Create lists
fMainList = new TList;
if (gProofServ) fMainList->SetName(TString::Format("MainList-%s", gProofServ->GetOrdinal()));
fFriendList = new TList;
if (gProofServ) fFriendList->SetName(TString::Format("FriendList-%s", gProofServ->GetOrdinal()));
}
//_____________________________________________________________________________
void ProofSimpleFile::SlaveBegin(TTree * /*tree*/)
{
// The SlaveBegin() function is called after the Begin() function.
// When running with PROOF SlaveBegin() is called on each slave server.
// The tree argument is deprecated (on PROOF 0 is passed).
TString option = GetOption();
// Number of histograms (needed in terminate)
Ssiz_t iopt = kNPOS;
if (fInput->FindObject("ProofSimpleFile_NHist")) {
TParameter<Long_t> *p =
dynamic_cast<TParameter<Long_t>*>(fInput->FindObject("ProofSimpleFile_NHist"));
fNhist = (p) ? (Int_t) p->GetVal() : fNhist;
} else if ((iopt = option.Index("nhist=")) != kNPOS) {
TString s;
Ssiz_t from = iopt + strlen("nhist=");
if (option.Tokenize(s, from, ";") && s.IsDigit()) fNhist = s.Atoi();
}
// The file for merging
fProofFile = new TProofOutputFile("SimpleFile.root", "M");
TNamed *out = (TNamed *) fInput->FindObject("PROOF_OUTPUTFILE");
if (out) fProofFile->SetOutputFileName(out->GetTitle());
TDirectory *savedir = gDirectory;
fFile = fProofFile->OpenFile("RECREATE");
if (fFile && fFile->IsZombie()) SafeDelete(fFile);
savedir->cd();
// Cannot continue
if (!fFile) {
TString amsg = TString::Format("ProofSimpleFile::SlaveBegin: could not create '%s':"
" instance is invalid!", fProofFile->GetName());
Abort(amsg, kAbortProcess);
return;
}
// Histos arrays
if (CreateHistoArrays() != 0) {
Abort("ProofSimpleFile::SlaveBegin: could not create histograms", kAbortProcess);
return;
}
// Create directory
if (!(fFileDir = fFile->mkdir("blue"))) {
Abort("ProofSimpleFile::SlaveBegin: could not create directory 'blue' in file!",
kAbortProcess);
return;
}
// Create the histograms
for (Int_t i=0; i < fNhist; i++) {
fHistTop[i] = new TH1F(Form("ht%d",i), Form("ht%d",i), 100, -3., 3.);
fHistTop[i]->SetFillColor(kRed);
fHistTop[i]->SetDirectory(fFile);
fHistDir[i] = new TH1F(Form("hd%d",i), Form("hd%d",i), 100, -3., 3.);
fHistDir[i]->SetFillColor(kBlue);
fHistDir[i]->SetDirectory(fFileDir);
}
// Set random seed
fRandom = new TRandom3(0);
}
//_____________________________________________________________________________
void ProofEventProc::CheckRanges()
{
// Check the processed event ranges when there is enough information
// The result is added to the output list
// Must be something in output
if (!fOutput || (fOutput && fOutput->GetSize() <= 0)) return;
// Create the result object and add it to the list
TNamed *nout = new TNamed("Range_Check", "OK");
fOutput->Add(nout);
// Get info to check from the input list
if (!fInput || (fInput && fInput->GetSize() <= 0)) {
nout->SetTitle("No input list");
return;
}
TNamed *ffst = dynamic_cast<TNamed *>(fInput->FindObject("Range_First_File"));
if (!ffst) {
nout->SetTitle("No first file");
return;
}
TNamed *flst = dynamic_cast<TNamed *>(fInput->FindObject("Range_Last_File"));
if (!flst) {
nout->SetTitle("No last file");
return;
}
TParameter<Int_t> *fnum =
dynamic_cast<TParameter<Int_t> *>(fInput->FindObject("Range_Num_Files"));
if (!fnum) {
nout->SetTitle("No number of files");
return;
}
// Check first file
TString fn(ffst->GetTitle()), sfst(ffst->GetTitle());
Ssiz_t ifst = fn.Index("?fst=");
if (ifst == kNPOS) {
nout->SetTitle("No first entry information in first file name");
return;
}
fn.Remove(ifst);
sfst.Remove(0, ifst + sizeof("?fst=") - 1);
if (!sfst.IsDigit()) {
nout->SetTitle("Badly formatted first entry information in first file name");
return;
}
Long64_t fst = (Long64_t) sfst.Atoi();
ProcFileElements *pfef = dynamic_cast<ProcFileElements *>(fOutput->FindObject(fn));
if (!pfef) {
nout->SetTitle("ProcFileElements for first file not found in the output list");
return;
}
if (pfef->GetFirst() != fst) {
TString t = TString::Format("First entry differs {found: %lld, expected: %lld}", pfef->GetFirst(), fst);
nout->SetTitle(t.Data());
return;
}
// Check last file
fn = flst->GetTitle();
TString slst(flst->GetTitle());
Ssiz_t ilst = fn.Index("?lst=");
if (ilst == kNPOS) {
nout->SetTitle("No last entry information in last file name");
return;
}
fn.Remove(ilst);
slst.Remove(0, ilst + sizeof("?lst=") - 1);
if (!slst.IsDigit()) {
nout->SetTitle("Badly formatted last entry information in last file name");
return;
}
Long64_t lst = (Long64_t) slst.Atoi();
ProcFileElements *pfel = dynamic_cast<ProcFileElements *>(fOutput->FindObject(fn));
if (!pfel) {
nout->SetTitle("ProcFileElements for last file not found in the output list");
return;
}
if (pfel->GetLast() != lst) {
nout->SetTitle("Last entry differs");
return;
}
// Check Number of files
Int_t nproc = 0;
TIter nxo(fOutput);
TObject *o = 0;
while ((o = nxo())) {
if (dynamic_cast<ProcFileElements *>(o)) nproc++;
}
if (fnum->GetVal() != nproc) {
nout->SetTitle("Number of processed files differs");
return;
}
}
int main(int argc, char* argv[]) {
TFile f1("/cmshome/fpreiato/GammaJet/CMSSW_7_4_14/src/JetMETCorrections/GammaJetFilter/analysis/PrescaleWeighting/MC_ptPhot_scaled.root");
TH1D *h_mc = (TH1D*)f1.Get("h_mc");
TFile f2("/cmshome/fpreiato/GammaJet/CMSSW_7_4_14/src/JetMETCorrections/GammaJetFilter/analysis/tuples/Data/PhotonJet_SinglePhoton__Run2015D_2015-12-04_alphacut030_NoPrescale_PFlowAK4chs.root");
TTree* PhotonTree_data = (TTree*) f2.Get("photon");
uint64_t totalEvents_data = PhotonTree_data->GetEntries();
cout<< totalEvents_data << endl;
double lumi = -1;
TParameter<double>* dLumi = static_cast<TParameter<double>*>(f2.Get("analysis/luminosity"));
lumi = dLumi->GetVal();
cout<< "lumi " << lumi<< endl;
h_mc->Scale(lumi);
///////////////////////////////////////////////////////////////////
double arraybins[7] = {40, 60, 85,100,130,175,5000};
TH1D *h_data = new TH1D("h_data", "h_data", 6, arraybins);
//loop
for (uint64_t i = 0; i < totalEvents_data; i++) {
// for (uint64_t i = 0; i < 10000; i++) {
if(i == 0 || i % 5000 == 0) cout<< "Events processed "<< i <<endl;
PhotonTree_data->GetEntry(i);
float ptPhot;
PhotonTree_data->SetBranchAddress("pt",&ptPhot);
h_data -> Fill(ptPhot);
}
TCanvas *c1 = new TCanvas("c1","c1",800,800);
c1->SetLogy();
h_mc-> SetLineColor(kBlue);
h_data -> SetLineColor(kRed);
h_mc -> Draw();
h_data -> Draw("same");
c1-> SaveAs("Plot/Distributions.png");
///////////////////////////////////////////////////
//calcolo rapporto
TH1D *h_ratio = (TH1D*)h_mc->Clone("h_ratio");
h_ratio->Divide(h_data);
TCanvas *c2 = new TCanvas("c2","c2",800,800);
c2->SetLogx();
h_ratio -> Draw();
c2-> SaveAs("Plot/Ratio.png");
/////////////////////////////////////////////////////////////////////////
TH1D *h_data_reweighted = new TH1D("h_data_reweighted", "data reweighted", 6, arraybins);
for (uint64_t i = 0; i < totalEvents_data; i++) {
// for (uint64_t i = 0; i < 10000; i++) {
if(i == 0 || i % 5000 == 0) cout<< "Events processed "<< i <<endl;
PhotonTree_data->GetEntry(i);
float ptPhot;
PhotonTree_data->SetBranchAddress("pt",&ptPhot);
int bin;
if(ptPhot >=40 && ptPhot <60) bin =1;
if(ptPhot >=60 && ptPhot <85) bin =2;
if(ptPhot >=85 && ptPhot <100) bin =3;
if(ptPhot >=100 && ptPhot <130) bin =4;
if(ptPhot >=130 && ptPhot <175) bin =5;
if(ptPhot >=175 && ptPhot <=5000) bin =6;
double Prescale = h_ratio->GetBinContent(bin);
// cout<< "prescale applicato " << Prescale <<endl;
h_data_reweighted -> Fill(ptPhot, Prescale);
}
TCanvas *c3 = new TCanvas("c3","c3",800,800);
c3->SetLogy();
// c3->SetLogx();
h_mc -> SetLineColor(kBlue);
h_data_reweighted -> SetLineColor(kRed);
h_data_reweighted -> Draw();
h_mc -> Draw("same");
c3-> SaveAs("Plot/Data_reweighted.png");
TFile f_new("Prescale_ReReco_alphacut030_07Dic2015_GJet_plus_QCD.root", "recreate");
h_mc -> Write();
h_data->Write();
h_ratio -> Write();
h_data_reweighted->Write();
f_new.Close();
}//main
int main(int argc, char* argv[]) {
if (argc != 7 && argc != 8) {
std::cout << "USAGE: ./draw_vs_npv [data_dataset] [mc_SIGNAL_dataset] [mc_BG_dataset] [recoType] [jetAlgo] [norm ('LUMI' or 'SHAPE')] [flags=\"\"]" << std::endl;
exit(23);
}
gROOT->SetBatch();
std::string data_dataset(argv[1]);
std::string mc_photonjet(argv[2]);
std::string mc_QCD(argv[3]);
std::string recoType(argv[4]);
std::string jetAlgo(argv[5]);
std::string norm(argv[6]);
if (norm != "LUMI" && norm != "SHAPE") {
std::cout << "'" << norm << "' normalization not implemented yet." << std::endl;
std::cout << "Only 'LUMI' and 'SHAPE' currently supported." << std::endl;
std::cout << "Exiting." << std::endl;
exit(9811);
}
std::string flags = "";
if (argc == 8) {
std::string flags_str(argv[7]);
flags = flags_str;
}
std::string algoType;
if (recoType == "calo") {
algoType = jetAlgo;
} else {
algoType = recoType + jetAlgo;
}
if (recoType == "jpt" && jetAlgo == "akt4") {
algoType = "jptak4";
}
jetAlgo = (jetAlgo == "ak4") ? "AK4" : "AK8";
recoType = (recoType == "pf") ? "PFlow" : "Calo";
std::string postFix = recoType + jetAlgo;
postFix += "chs";
//Float_t etamax = 3.;
//bool sameEvents = false; //until njets histos have no overflows... or maybe use GetEntries instead of integral?
drawBase* db = new drawBase("PhotonJet", recoType, jetAlgo, OUTPUT_GRAPHS);
db->set_pdf_aussi((bool)false);
db->set_flags(flags);
db->set_isCMSArticle(false);
std::cout << "flags set." << std::endl;
TString dataFileName;
if (flags.length() > 0) {
dataFileName = TString::Format("PhotonJet_%s_%s_%s.root", data_dataset.c_str(), postFix.c_str(), flags.c_str());
} else {
dataFileName = TString::Format("PhotonJet_%s_%s.root", data_dataset.c_str(), postFix.c_str());
}
TFile* dataFile = TFile::Open(dataFileName);
if (dataFile) {
std::cout << "Opened data file '" << dataFileName << "'." << std::endl;
db->add_dataFile(dataFile, data_dataset);
}
TString mc1FileName;
if (flags.length() > 0) {
mc1FileName = TString::Format("PhotonJet_%s_%s_%s.root", mc_photonjet.c_str(), postFix.c_str(), flags.c_str());
} else {
mc1FileName = TString::Format("PhotonJet_%s_%s.root", mc_photonjet.c_str(), postFix.c_str());
}
TFile* mcPhotonJetFile = TFile::Open(mc1FileName);
std::cout << "Opened mc file '" << mc1FileName << "'." << std::endl;
if (mcPhotonJetFile) {
db->add_mcFile(mcPhotonJetFile, mc_photonjet, "#gamma + jets MC", BALANCING);
}
if (mc_QCD != "") {
TString mc2FileName;
if (flags.length() > 0) {
mc2FileName = TString::Format("PhotonJet_%s_%s_%s.root", mc_QCD.c_str(), postFix.c_str(), flags.c_str());
} else {
mc2FileName = TString::Format("PhotonJet_%s_%s.root", mc_QCD.c_str(), postFix.c_str());
}
TFile* mcQCDFile = TFile::Open(mc2FileName);
std::cout << "Opened mc file '" << mc2FileName << "'." << std::endl;
if (mcQCDFile && mc_QCD != mc_photonjet) {
db->add_mcFile(mcQCDFile, mc_QCD, "QCD MC", MPF);
}
}
// MC should already be normalized to a lumi of 1 pb-1
// Read luminosity
double dLumi = 1e6;
if (dataFile) {
TParameter<double>* lumi = static_cast<TParameter<double>*>(dataFile->Get("analysis/luminosity"));
dLumi = lumi->GetVal();
}
std::cout<< "Lumi "<< dLumi << std::endl;
// db->set_lumi(dLumi * 1e-6);
db->set_lumi(dLumi);
if (norm == "LUMI") {
db->set_lumiNormalization();
} else {
db->set_shapeNormalization();
}
db->setFolder("analysis");
std::string outputDir = "PhotonJetPlots_" + db->get_fullSuffix() + "/vs_npv";
db->set_outputdir(outputDir);
bool log = true;
gErrorIgnoreLevel = kWarning;
db->setOutputGraphs(OUTPUT_GRAPHS);
VertexBinning vertexBinning;
std::vector<std::pair<int, int> > vertexBins = vertexBinning.getBinning();
EtaBinning etaBinning;
size_t etaBinningSize = etaBinning.size();
db->set_rebin(2);
db->setFolder("analysis/vertex");
for (size_t i = 0; i < etaBinningSize; i++) {
db->set_legendTitle(etaBinning.getBinTitle(i));
TString responseName = TString::Format("resp_balancing_%s", etaBinning.getBinName(i).c_str());
db->drawHisto_vs_vertex(vertexBins, responseName.Data(), "Balancing Response", "", "Events", log);
// Raw jets
//responseName = TString::Format("resp_balancing_raw_%s", etaBinning.getBinName(i).c_str());
//db->drawHisto_vs_vertex(ptBins, responseName.Data(), "Balancing Response (raw jets)", "", "Events", log);
responseName = TString::Format("resp_mpf_%s", etaBinning.getBinName(i).c_str());
db->drawHisto_vs_vertex(vertexBins, responseName.Data(), "MPF Response", "", "Events", log);
// Raw jets
//responseName = TString::Format("resp_mpf_raw_%s", etaBinning.getBinName(i).c_str());
//db->drawHisto_vs_vertex(ptBins, responseName.Data(), "MPF Response (raw ME_{T})", "", "Events", log);
}
// Special case eta < 1.3
db->set_legendTitle("|#eta| < 1.3");
db->drawHisto_vs_vertex(vertexBins, "resp_balancing_eta0013", "Balancing Response", "", "Events", log);
//db->drawHisto_vs_pt(ptBins, "resp_balancing_raw_eta013", "Balancing Response (raw jets)", "", "Events", log);
db->drawHisto_vs_vertex(vertexBins, "resp_mpf_eta0013", "MPF Response", "", "Events", log);
//db->drawHisto_vs_vertex(ptBins, "resp_mpf_raw_eta013", "MPF Response (raw ME_{T})", "", "Events", log);
delete db;
db = NULL;
return 0;
}
// ----------------------------------------------------------------------
void moduleSummary(const char *dirName = "", const char *module_type)
{
printf("\nmoduleSummary> Starting ...\n");
nChips = 16;
startChip = 0;
if ( !strcmp(module_type,"a") ) {
nChips = 8;
startChip = 0;
}
if ( !strcmp(module_type,"b") ) {
nChips = 8;
startChip = 8;
}
sprintf(fname, "%s/%s", dirName, fileName);
inputFile = fopen(fname, "r");
if (!inputFile) {
printf("\nmoduleSummary> ----> COULD NOT FIND %s IN DIRECTORY %s\n", fileName, dirName);
printf("moduleSummary> ----> Aborting execution of moduleSummaryPage.C ... \n\n", fileName, dirName);
break;
}
sprintf(fname, "%s/%s", dirName, adFileName);
inputFile = fopen(fname, "r");
if (!inputFile) {
sprintf(adFileName,"%s", fileName);
}
else {
printf("moduleSummary> ----> found separate address decoding file: %s\n", adFileName);
fclose (inputFile);
}
sprintf(fname, "%s/../../macros/criteria.dat", dirName);
if ( !readCriteria(fname) ) {
printf("\nmoduleSummary> ----> COULD NOT READ GRADING CRITERIA !!!\n");
printf("moduleSummary> ----> Aborting execution of moduleSummaryPage.C ... \n\n", fileName, dirName);
break;
}
TFile *f = new TFile(Form("%s/%s", dirName, fileName));
gROOT->SetStyle("Plain");
gStyle->SetPalette(1);
gStyle->SetOptStat(0);
gStyle->SetTitle(0);
gStyle->SetStatFont(132);
gStyle->SetTextFont(132);
gStyle->SetLabelFont(132, "X");
gStyle->SetLabelFont(132, "Y");
gStyle->SetLabelSize(0.08, "X");
gStyle->SetLabelSize(0.08, "Y");
gStyle->SetTitleSize(0.08, "X");
gStyle->SetTitleSize(0.08, "Y");
gStyle->SetNdivisions(10, "X");
gStyle->SetNdivisions(8, "Y");
gStyle->SetTitleFont(132);
gROOT->ForceStyle();
tl = new TLatex;
tl->SetNDC(kTRUE);
tl->SetTextSize(0.1);
ts = new TLatex;
ts->SetNDC(kTRUE);
ts->SetTextSize(0.09);
line = new TLine;
line->SetLineColor(kRed);
line->SetLineStyle(kDashed);
box = new TBox;
box->SetFillColor(3);
box->SetFillStyle(3004);
c1 = new TCanvas("c1", "", 900, 700);
c1->Clear();
c1->Divide(1,4);
int EColor[6] = { 4, 8, 6, 1 };
int EMarkerStyle[10] = { 4, 25, 26, 23, 21, 27, 28, 20, 30, 29 };
TH2D *mThreshold = new TH2D("mThreshold", "", 416, 0., 416., 160, 0., 160.);
TH2D *mBumps = new TH2D("mBumps", "", 416, 0., 416., 160, 0., 160.);
TH2D *mAddr = new TH2D("mAddr", "", 416, 0., 416., 160, 0., 160.);
double mThresholdmin(0.), mThresholdmax(255.);
const int nfit = 4;
TString fitNames[] = {TString("Noise"), TString("Vcal Thr. Width"), TString("Rel. Gain Width"), TString("Pedestal Spread")};
float limitB[] = { noiseB, trimmingB, gainB, pedestalB }; // limit for grading
float limitC[] = { noiseC, trimmingC, gainC, pedestalC }; // limit for grading
float max[] = { noiseB + 100., trimmingB + 100., gainB + 0.05, pedestalB + 1000. }; // scaling of histogram
TH1D *fit[nfit];
TH1D *fitEntries[nfit];
for(int ifit = 0; ifit < nfit; ++ifit) {
fit[ifit] = new TH1D(Form("%s", fitNames[ifit].Data()),"", nChips, float(startChip), float(startChip+nChips));
fitEntries[ifit] = new TH1D(Form("n%s", fitNames[ifit].Data()),"", nChips, float(startChip), float(startChip+nChips));
fit[ifit]->SetLineColor(EColor[ifit]);
fit[ifit]->SetMarkerColor(EColor[ifit]);
fit[ifit]->SetMarkerStyle(EMarkerStyle[ifit]);
fit[ifit]->SetMarkerSize(0.5);
}
for (int i = startChip; i < startChip+nChips; i++) { addVcalThreshold(dirName, i, mThreshold); }
for (int i = startChip; i < startChip+nChips; i++) { addChip("vcals_xtalk", i, mBumps); }
TFile *f1 = new TFile(Form("%s/%s", dirName, adFileName));
for (int i = startChip; i < startChip+nChips; i++) { addChip("AddressDecoding", i, mAddr);}
if ( nChips < 16 && startChip == 0 ) {
for (int i = 8; i < nChips+8; i++) { removeChip(i, mThreshold, -99); }
for (int i = 8; i < nChips+8; i++) { removeChip(i, mBumps, -99); }
for (int i = 8; i < nChips+8; i++) { removeChip(i, mAddr, -99); }
}
if ( nChips < 16 && startChip == 8 ) {
for (int i = 0; i < nChips; i++) { removeChip(i, mThreshold, -99); }
for (int i = 0; i < nChips; i++) { removeChip(i, mBumps, -99); }
for (int i = 0; i < nChips; i++) { removeChip(i, mAddr, -99); }
}
TString noslash(dirName);
noslash.ReplaceAll("/", "");
noslash.ReplaceAll("..", "");
c1->cd(1);
if ( mThreshold->GetMaximum() < mThresholdmax ) {
mThresholdmax = mThreshold->GetMaximum();
}
if ( mThreshold->GetMinimum() > mThresholdmin ) {
mThresholdmin = mThreshold->GetMinimum();
}
mThreshold->GetZaxis()->SetRangeUser(mThresholdmin,mThresholdmax);
mThreshold->DrawCopy("colz");
tl->DrawLatex(0.1, 0.92, "Vcal threshold");
tl->DrawLatex(0.75, 0.92, Form("%s",noslash.Data()));
if ( nChips < 16 && startChip == 0 ) {
box->SetFillColor(29);
box->DrawBox( 0, 0, 416, 80);
}
if ( nChips < 16 && startChip == 8 ) {
box->SetFillColor(29);
box->DrawBox( 0, 80, 416, 160);
}
c1->cd(2);
mBumps->SetMaximum(2.);
mBumps->SetMinimum(-2.);
mBumps->DrawCopy("colz");
tl->DrawLatex(0.1, 0.92, "Bump bonding map");
if ( nChips < 16 && startChip == 0 ) {
box->SetFillColor(29);
box->DrawBox( 0, 0, 416, 80);
}
if ( nChips < 16 && startChip == 8 ) {
box->SetFillColor(29);
box->DrawBox( 0, 80, 416, 160);
}
c1_3->Divide(3,1);
c1_3->cd(1);
gPad->SetBottomMargin(0.2);
gPad->SetLogy(1);
gPad->SetLeftMargin(0.20);
gPad->SetRightMargin(0.01);
float V, A;
float x_V[250], y_A[250];
int i(0);
float iv100(0.);
float iv150(0.);
float iv150_17(0.);
float iv100_17(0.);
float variation(0.);
float variation_17(0.);
FILE *ivFile, *sumWrite, *sumRead, *gradWrite;
sprintf(fname, "%s/iv.dat", dirName);
ivFile = fopen(fname, "r");
if (!ivFile)
{
printf("moduleSummary> !!!!!!!!! ----> Could not open file %s to read data\n", fname);
}
else {
fclose(ivFile);
ifstream is(fname);
char buffer[200];
while (is.getline(buffer, 200, '\n')) {
// check that line starts with a number
if (buffer[0] != '1' && buffer[0] != '2' && buffer[0] != '3' && buffer[0] != '4' &&
buffer[0] != '5' && buffer[0] != '6' && buffer[0] != '7' && buffer[0] != '8' && buffer[0] != '9' ) {continue;}
sscanf(buffer, "%e %e", &V, &A);
x_V[i] = V;
y_A[i] = 1e6*A;
if ( i > 0 ) {
// check that voltage is increasing & find current at 150 V
if ( x_V[i] < x_V[i-1] ) { continue; }
if ( x_V[i] >= 100. && x_V[i-1] <= 100. ) { iv100 = y_A[i-1] + (100. - x_V[i-1])*(y_A[i] - y_A[i-1])/(x_V[i] - x_V[i-1]); }
if ( x_V[i] >= 150. && x_V[i-1] <= 150. ) { iv150 = y_A[i-1] + (150. - x_V[i-1])*(y_A[i] - y_A[i-1])/(x_V[i] - x_V[i-1]); }
}
i++;
}
if ( iv100 != 0. ) { variation = iv150/iv100; }
else { variation = 0; }
if ( i > 0 ) {
TGraph *g1 = new TGraph(i,x_V,y_A);
g1->Draw("aC");
g1->SetTitle("");
g1->SetLineColor(4);
g1->SetLineWidth(2);
g1->GetXaxis()->SetTitle("Voltage [V]");
g1->GetYaxis()->SetTitle("Current [#muA]");
g1->GetYaxis()->SetDecimals();
g1->GetYaxis()->SetTitleOffset(1.2);
g1->GetYaxis()->CenterTitle();
tl->DrawLatex(0.2, 0.92, "I-V-Curve");
ts->DrawLatex(0.25, 0.78, Form("I(150 V) = %.2f #muA", iv150));
ts->DrawLatex(0.25, 0.65, Form("I_{150}/I_{100} = %.2f ", variation));
}
}
char mod[20] = noslash.Data(), waf[20] = "", test[20] = "",tmon[20], trim[20], ph[20], cycl[20];
int tday;
int dp(0), dm(0), db(0), dt(0), da(0);
int root(0), a(0), b(0), c(0);
int badRocs[3] = {0, 0, 0};
char iv;
float voltage, current;
float temp, tempSigma, sollTemp;
float cyclMean, cyclSigma;
char string[1000];
c1_3->cd(2);
sprintf(fname, "%s/summaryTest.txt", dirName);
sumRead = fopen(fname, "r");
if (!sumRead)
{
printf("\nmoduleSummary> !!!!!!!!! ----> File %s does not exist yet...\n", fname);
printf("moduleSummary> !!!!!!!!! ----> Module summary not complete!\n\n");
}
else
{
fgets(string, 200, sumRead);
// fscanf(sumRead, "%s %s", string, mod);
fscanf(sumRead, "%s %s %s %s", string, string, waf, test);
fscanf(sumRead, "%s %i %i %i %i %i", string, &dp, &dm, &db, &dt, &da);
fscanf(sumRead, "%s %s %s %s %s %i %i %i", string, string, string, string, string, &a, &b, &c);
badRocs[0]=a; badRocs[1]=b; badRocs[2]=c;
fscanf(sumRead, "%s %s %i", string, string, &root);
fscanf(sumRead, "%s %s %s %s %s %i %s %s", string, string, string, string, tmon, &tday, string, string);
fgets(string, 200, sumRead);
fscanf(sumRead, "%s %s", string, trim);
fgets(string, 200, sumRead);
fscanf(sumRead, "%s %s", string, ph);
fgets(string, 200, sumRead);
fscanf(sumRead, "%s %f %f %s %f", string, &temp, &tempSigma, string, &sollTemp);
fscanf(sumRead, "%s %s %s %f %f", string, string, cycl, &cyclMean, &cyclSigma);
fclose(sumRead);
tl->SetTextSize(0.09);
tl->SetTextFont(22);
double y = 0.92;
tl->DrawLatex(0.01, y, Form("Test Summary of %s %s", waf, test));
tl->SetTextFont(132);
tl->SetTextSize(0.09);
y -= 0.16;
tl->DrawLatex(0.01, y, "ROCs > 1% defects: ");
tl->DrawLatex(0.5, y, Form("%i", badRocs[0]));
y -= 0.12;
tl->DrawLatex(0.01, y, Form("Dead Pixel: "));
tl->DrawLatex(0.5, y, Form("%i", dp));
y -= 0.11;
tl->DrawLatex(0.01, y, "Mask Defects: ");
tl->DrawLatex(0.5, y, Form("%i", dm));
y -= 0.11;
tl->DrawLatex(0.01, y, "Dead Bumps: ");
tl->DrawLatex(0.5, y, Form("%i", db));
y -= 0.11;
tl->DrawLatex(0.01, y, "Dead Trimbits: ");
tl->DrawLatex(0.5, y, Form("%i", dt));
y -= 0.11;
tl->DrawLatex(0.01, y, "Address Probl: ");
tl->DrawLatex(0.5, y, Form("%i", da));
y = 0.76;
tl->DrawLatex(0.72, y, Form("Tested on:"));
y -= 0.11;
tl->DrawLatex(0.72, y, "Temp. [^{o}C]: ");
y -= 0.11;
tl->DrawLatex(0.72, y, "Trim / phCal: ");
y -= 0.11;
tl->DrawLatex(0.72, y, "Therm. cycl.: ");
y -= 0.11;
tl->DrawLatex(0.72, y, "TBM1: ");
y -= 0.11;
tl->DrawLatex(0.72, y, "TBM2: ");
c1_3->cd(3);
y = 0.76;
tl->DrawLatex(0.01, y, Form("%s %i", tmon, tday));
y -= 0.11;
tl->DrawLatex(0.01, y, Form("%.1f +- %.1f", temp, tempSigma));
y -= 0.11;
tl->DrawLatex(0.01, y, Form("%s / %s", trim, ph));
y -= 0.11;
tl->DrawLatex(0.01, y, Form("%s", cycl));
}
int result;
int tbm1(1), tbm2(1);
TParameter<int>* par;
y -= 0.11;
par = (TParameter<int>*)f->Get("TBM1");
if (par)
{
tbm1 = par->GetVal();
if (tbm1 == 0) tl->DrawLatex(0.01, y, "ok");
else tl->DrawLatex(0.01, y, Form("Err%i", tbm1));
}
y -= 0.11;
par = (TParameter<int>*)f->Get("TBM2");
if (par)
{
tbm2 = par->GetVal();
if (tbm2 == 0) tl->DrawLatex(0.01, y, "ok");
else tl->DrawLatex(0.01, y, Form("Err%i", tbm2));
}
// Convert current to currents at room temperature
double Tk = 273.15;
double egap = 1.12;
double kB = 8.617343E-5;
double tTest;
// tTest = temp; // --> averaged temperature
tTest = sollTemp;
double expnt = egap*(1/(Tk+tTest) - 1/(Tk+17))/(2*kB);
double fctr = (Tk+17)*(Tk+17)/((Tk+tTest)*(Tk+tTest));
iv150_17 = iv150*fctr*TMath::Exp(expnt);
iv100_17 = iv100*fctr*TMath::Exp(expnt);
if ( iv100_17 != 0 ) variation_17 = iv150_17/iv100_17;
printf("\nmoduleSummary> converted I(150 V, %.0f C) = %.4f to I(150 V, 17 C) = %.4f \n", tTest, iv150, iv150_17);
printf("moduleSummary> converted I(100 V, %.0f C) = %.4f to I(100 V, 17 C) = %.4f \n\n", tTest, iv100, iv100_17);
if ( iv150_17 != 0 ) {
c1_3->cd(3);
y = 0.32;
tl->DrawLatex(0.25, y, "I(150 V) [T = 17 ^{o}C]");
tl->DrawLatex(0.72, y, Form("%.2f #muA", iv150_17));
c1_3->cd(2);
}
if ( iv100_17 != 0 ) {
c1_3->cd(3);
y = 0.21;
tl->DrawLatex(0.25, y, "I_{150}/I_{100} [T = 17 ^{o}C]");
tl->DrawLatex(0.72, y, Form("%.2f", variation_17));
c1_3->cd(2);
}
sprintf(fname, "%s/summaryTest.txt", dirName);
sumWrite = fopen(fname, "a");
fputs(Form("TBM1 %i\n", tbm1), sumWrite);
fputs(Form("TBM2 %i\n", tbm2), sumWrite);
fputs(Form("I 150 %f \n", iv150_17), sumWrite);
fputs(Form("I150/I100 %f \n", variation_17), sumWrite);
fputs(Form("iv datapoints %i \n", i), sumWrite);
// c1->cd(4);
// mAddr->DrawCopy("colz");
// mAddr->SetMaximum(1.);
// mAddr->SetMinimum(0.);
// tl->DrawLatex(0.1, 0.92, "Address decoding map");
c1_4->Divide(4,1);
qualification(dirName, fit, fitEntries);
for (int i = 0; i < 4; i++) {
// makePlot(TH1 *h, const char *title, int pad, double Ymin, double Ymax, double Ylimit)
makePlot(fit[i], fitNames[i].Data(), i+1, 0, max[i], limitB[i], limitC[i]);
}
int grad(0);
FILE *missingData;
sprintf(fname, "%s/comment_3.txt", dirName);
missingData = fopen(fname, "r");
if ( missingData ) {
printf("\nmoduleSummary> !!!!!!!!! ----> Found file for missing data: comment_3.txt => GRADE C!\n\n");
grad = 3;
fclose(missingData);
} else {
grad = grading(badRocs, iv150_17, variation_17, fit, fitEntries, limitB, limitC, test);
}
c1_3->cd(3);
tl->SetTextSize(0.09);
tl->SetTextFont(22);
if (grad == 1) { tl->DrawLatex(0.6, 0.92, "GRADE: A"); fputs("Grade A\n", sumWrite); }
if (grad == 2) { tl->DrawLatex(0.6, 0.92, "GRADE: B"); fputs("Grade B\n", sumWrite); }
if (grad == 3) { tl->DrawLatex(0.6, 0.92, "GRADE: C"); fputs("Grade C\n", sumWrite); }
sprintf(fname, "%s/gradingTest.txt", dirName);
gradWrite = fopen(fname, "a");
if (!gradWrite)
{
printf("\nmoduleSummary> !!!!!!!!! ----> File %s does not exist yet...\n", fname);
printf("moduleSummary> !!!!!!!!! ----> Grading data could not be written to file!\n\n");
}
else
{
fputs(Form("Noise %i %i\n", fitsProblemB[0], fitsProblemC[0]), gradWrite);
fputs(Form("VcalThrWidth %i %i\n", fitsProblemB[1], fitsProblemC[1]), gradWrite);
fputs(Form("RelGainWidth %i %i\n", fitsProblemB[2], fitsProblemC[2]), gradWrite);
fputs(Form("PedSpread %i %i\n", fitsProblemB[3], fitsProblemC[3]), gradWrite);
fputs(Form("I150V %i %i\n", currentProblemB, currentProblemC), gradWrite);
fputs(Form("Iratio %i 0\n", slopeProblemB), gradWrite);
}
c1->SaveAs(Form("%s/moduleSummary_%s%s.ps", dirName, waf, test));
c1->SaveAs(Form("%s/%s%s.gif", dirName, waf, test));
printf("\nmoduleSummary> ................................................ finished\n");
}
int main(int argc, char* argv[]) {
if (argc != 7 && argc != 8) {
std::cout << "USAGE: ./drawPhotonJet [data_dataset] [mc_SIGNAL_dataset] [mc_BG_dataset] [recoType] [jetAlgo]" << std::endl;
exit(23);
}
setPrettyStyle();
std::string data_dataset(argv[1]);
std::string mc_photonjet(argv[2]);
std::string mc_QCD(argv[3]);
std::string recoType(argv[4]);
std::string jetAlgo(argv[5]);
std::string algoType;
if (recoType == "calo") {
algoType = jetAlgo;
} else {
algoType = recoType + jetAlgo;
}
if (recoType == "jpt" && jetAlgo == "akt5") {
algoType = "jptak5";
}
std::string flags = "";
jetAlgo = (jetAlgo == "ak5") ? "AK5" : "AK7";
recoType = (recoType == "pf") ? "PFlow" : "Calo";
std::string postFix = recoType + jetAlgo;
postFix += "chs";
TString dataFileName;
if (flags.length() > 0) {
dataFileName = TString::Format("PhotonJet_%s_%s_%s.root", data_dataset.c_str(), postFix.c_str(), flags.c_str());
} else {
dataFileName = TString::Format("PhotonJet_%s_%s.root", data_dataset.c_str(), postFix.c_str());
}
TFile* dataFile = TFile::Open(dataFileName);
std::cout << "Opened data file '" << dataFileName << "'." << std::endl;
//db->add_dataFile(dataFile, data_dataset);
TString mc1FileName;
if (flags.length() > 0) {
mc1FileName = TString::Format("PhotonJet_%s_%s_%s.root", mc_photonjet.c_str(), postFix.c_str(), flags.c_str());
} else {
mc1FileName = TString::Format("PhotonJet_%s_%s.root", mc_photonjet.c_str(), postFix.c_str());
}
TFile* mcPhotonJetFile = TFile::Open(mc1FileName);
std::cout << "Opened mc file '" << mc1FileName << "'." << std::endl;
if (mcPhotonJetFile) {
//db->add_mcFile(mcPhotonJetFile, mc_photonjet, "#gamma+jet MC", 46);
}
if (mc_QCD != "") {
TString mc2FileName;
if (flags.length() > 0) {
mc2FileName = TString::Format("PhotonJet_%s_%s_%s.root", mc_QCD.c_str(), postFix.c_str(), flags.c_str());
} else {
mc2FileName = TString::Format("PhotonJet_%s_%s.root", mc_QCD.c_str(), postFix.c_str());
}
TFile* mcQCDFile = TFile::Open(mc2FileName);
std::cout << "Opened mc file '" << mc2FileName << "'." << std::endl;
if (mcQCDFile && mc_QCD != mc_photonjet) {
//db->add_mcFile(mcQCDFile, mc_QCD, "QCD MC", 38);
}
}
// Create output directory
mkdir("plots", 0755);
TString directoryName = "";
if (mc_QCD.length() == 0)
directoryName = TString::Format("plots/%s_vs_%s_%s", data_dataset.c_str(), mc_photonjet.c_str(), postFix.c_str());
else
directoryName = TString::Format("plots/%s_vs_%s_plus_%s_%s", data_dataset.c_str(), mc_photonjet.c_str(), mc_QCD.c_str(), postFix.c_str());
mkdir(directoryName, 0755);
directoryName = TString::Format("%s/extrapolation", directoryName.Data());
mkdir(directoryName, 0755);
TParameter<double>* pLumi = static_cast<TParameter<double>*>(dataFile->Get("analysis/luminosity"));
double lumi = pLumi->GetVal() * 1e-9;
//bool log = true;
gErrorIgnoreLevel = kWarning;
EtaBinning etaBinning;
size_t etaBinningSize = etaBinning.size();
TString rootFolder = "analysis/new_extrapolation";
for (size_t i = 0; i < etaBinningSize; i++) {
const std::string& etaName = etaBinning.getBinName(i);
std::cout << "Processing " << etaName << std::endl;
TString responseName = TString::Format("%s/extrap_resp_balancing_%s_graph", rootFolder.Data(), etaName.c_str());
TString outputName = TString::Format("%s/extrap_resp_balancing_%s.pdf", directoryName.Data(), etaName.c_str());
TGraphErrors* data = (TGraphErrors*) dataFile->Get(responseName);
TGraphErrors* mc = (TGraphErrors*) mcPhotonJetFile->Get(responseName);
drawGraphs(data, mc, "Balancing", "p_{t}^{2^{nd} jet} / p_{t}^{#gamma}", "Jet response", etaBinning.getBinTitle(i), lumi, outputName.Data());
// Raw jets
responseName = TString::Format("%s/extrap_resp_balancing_raw_%s_graph", rootFolder.Data(), etaName.c_str());
outputName = TString::Format("%s/extrap_resp_balancing_raw_%s.pdf", directoryName.Data(), etaName.c_str());
data = (TGraphErrors*) dataFile->Get(responseName);
mc = (TGraphErrors*) mcPhotonJetFile->Get(responseName);
drawGraphs(data, mc, "Balancing", "p_{t}^{2^{nd} jet} / p_{t}^{#gamma}", "Jet response (raw jets)", etaBinning.getBinTitle(i), lumi, outputName.Data());
responseName = TString::Format("%s/extrap_resp_mpf_%s_graph", rootFolder.Data(), etaName.c_str());
outputName = TString::Format("%s/extrap_resp_mpf_%s.pdf", directoryName.Data(), etaName.c_str());
data = (TGraphErrors*) dataFile->Get(responseName);
mc = (TGraphErrors*) mcPhotonJetFile->Get(responseName);
drawGraphs(data, mc, "MPF", "p_{t}^{2^{nd} jet} / p_{t}^{#gamma}", "Jet response", etaBinning.getBinTitle(i), lumi, outputName.Data());
// Raw jets
responseName = TString::Format("%s/extrap_resp_mpf_raw_%s_graph", rootFolder.Data(), etaName.c_str());
outputName = TString::Format("%s/extrap_resp_mpf_raw_%s.pdf", directoryName.Data(), etaName.c_str());
data = (TGraphErrors*) dataFile->Get(responseName);
mc = (TGraphErrors*) mcPhotonJetFile->Get(responseName);
drawGraphs(data, mc, "MPF", "p_{t}^{2^{nd} jet} / p_{t}^{#gamma}", "Jet response (raw #slashed{E_{t}})", etaBinning.getBinTitle(i), lumi, outputName.Data());
}
// Special case eta < 1.3
{
const std::string& etaName = "eta013";
std::cout << "Processing " << etaName << std::endl;
TString responseName = TString::Format("%s/extrap_resp_balancing_%s_graph", rootFolder.Data(), etaName.c_str());
TString outputName = TString::Format("%s/extrap_resp_balancing_%s.pdf", directoryName.Data(), etaName.c_str());
TGraphErrors* data = (TGraphErrors*) dataFile->Get(responseName);
TGraphErrors* mc = (TGraphErrors*) mcPhotonJetFile->Get(responseName);
drawGraphs(data, mc, "Balancing", "p_{t}^{2^{nd} jet} / p_{t}^{#gamma}", "Jet response", "#eta #leq 1.3", lumi, outputName.Data());
// Raw jets
responseName = TString::Format("%s/extrap_resp_balancing_raw_%s_graph", rootFolder.Data(), etaName.c_str());
outputName = TString::Format("%s/extrap_resp_balancing_raw_%s.pdf", directoryName.Data(), etaName.c_str());
data = (TGraphErrors*) dataFile->Get(responseName);
mc = (TGraphErrors*) mcPhotonJetFile->Get(responseName);
drawGraphs(data, mc, "Balancing", "p_{t}^{2^{nd} jet} / p_{t}^{#gamma}", "Jet response (raw jets)", "#eta #leq 1.3", lumi, outputName.Data());
responseName = TString::Format("%s/extrap_resp_mpf_%s_graph", rootFolder.Data(), etaName.c_str());
outputName = TString::Format("%s/extrap_resp_mpf_%s.pdf", directoryName.Data(), etaName.c_str());
data = (TGraphErrors*) dataFile->Get(responseName);
mc = (TGraphErrors*) mcPhotonJetFile->Get(responseName);
drawGraphs(data, mc, "MPF", "p_{t}^{2^{nd} jet} / p_{t}^{#gamma}", "Jet response", "#eta #leq 1.3", lumi, outputName.Data());
// Raw jets
responseName = TString::Format("%s/extrap_resp_mpf_raw_%s_graph", rootFolder.Data(), etaName.c_str());
outputName = TString::Format("%s/extrap_resp_mpf_raw_%s.pdf", directoryName.Data(), etaName.c_str());
data = (TGraphErrors*) dataFile->Get(responseName);
mc = (TGraphErrors*) mcPhotonJetFile->Get(responseName);
drawGraphs(data, mc, "MPF", "p_{t}^{2^{nd} jet} / p_{t}^{#gamma}", "Jet response (raw #slashed{E_{t}})", "#eta #leq 1.3", lumi, outputName.Data());
}
//db->set_legendTitle("|#eta| < 1.3");
//db->drawHisto_vs_pt(ptBins, "resp_mpf_eta013", "MPF Response", "", "Events", log);
//db->drawHisto_vs_pt(ptBins, "resp_mpf_raw_eta013", "MPF Response (raw ME_{T})", "", "Events", log);
for (size_t i = 0; i < etaBinningSize; i++) {
const std::string& etaName = etaBinning.getBinName(i);
std::cout << "Processing " << etaName << std::endl;
TString responseName = TString::Format("%s/extrap_resp_balancing_%s_graph", rootFolder.Data(), etaName.c_str());
TString outputName = TString::Format("%s/extrap_resp_combined_%s", directoryName.Data(), etaName.c_str());
TGraphErrors* balancingData = (TGraphErrors*) dataFile->Get(responseName);
TGraphErrors* balancingMC = (TGraphErrors*) mcPhotonJetFile->Get(responseName);
responseName = TString::Format("%s/extrap_resp_mpf_%s_graph", rootFolder.Data(), etaName.c_str());
TGraphErrors* mpfData = (TGraphErrors*) dataFile->Get(responseName);
TGraphErrors* mpfMC = (TGraphErrors*) mcPhotonJetFile->Get(responseName);
drawCombinedGraphs(balancingData, balancingMC, mpfData, mpfMC, "p_{t}^{2^{nd} jet} / p_{t}^{#gamma}", "Jet response", etaBinning.getBinTitle(i), lumi, outputName.Data());
responseName = TString::Format("%s/extrap_resp_balancing_raw_%s_graph", rootFolder.Data(), etaName.c_str());
outputName = TString::Format("%s/extrap_resp_combined_raw_%s", directoryName.Data(), etaName.c_str());
balancingData = (TGraphErrors*) dataFile->Get(responseName);
balancingMC = (TGraphErrors*) mcPhotonJetFile->Get(responseName);
responseName = TString::Format("%s/extrap_resp_mpf_raw_%s_graph", rootFolder.Data(), etaName.c_str());
mpfData = (TGraphErrors*) dataFile->Get(responseName);
mpfMC = (TGraphErrors*) mcPhotonJetFile->Get(responseName);
drawCombinedGraphs(balancingData, balancingMC, mpfData, mpfMC, "p_{t}^{2^{nd} jet} / p_{t}^{#gamma}", "Jet response (raw objects)", etaBinning.getBinTitle(i), lumi, outputName.Data());
}
// Eta < 1.3
{
const std::string& etaName = "eta013";
std::cout << "Processing " << etaName << std::endl;
TString responseName = TString::Format("%s/extrap_resp_balancing_%s_graph", rootFolder.Data(), etaName.c_str());
TString outputName = TString::Format("%s/extrap_resp_combined_%s", directoryName.Data(), etaName.c_str());
TGraphErrors* balancingData = (TGraphErrors*) dataFile->Get(responseName);
TGraphErrors* balancingMC = (TGraphErrors*) mcPhotonJetFile->Get(responseName);
responseName = TString::Format("%s/extrap_resp_mpf_%s_graph", rootFolder.Data(), etaName.c_str());
TGraphErrors* mpfData = (TGraphErrors*) dataFile->Get(responseName);
TGraphErrors* mpfMC = (TGraphErrors*) mcPhotonJetFile->Get(responseName);
drawCombinedGraphs(balancingData, balancingMC, mpfData, mpfMC, "p_{t}^{2^{nd} jet} / p_{t}^{#gamma}", "Jet response", "#eta #leq 1.3", lumi, outputName.Data());
responseName = TString::Format("%s/extrap_resp_balancing_raw_%s_graph", rootFolder.Data(), etaName.c_str());
outputName = TString::Format("%s/extrap_resp_combined_raw_%s", directoryName.Data(), etaName.c_str());
balancingData = (TGraphErrors*) dataFile->Get(responseName);
balancingMC = (TGraphErrors*) mcPhotonJetFile->Get(responseName);
responseName = TString::Format("%s/extrap_resp_mpf_raw_%s_graph", rootFolder.Data(), etaName.c_str());
mpfData = (TGraphErrors*) dataFile->Get(responseName);
mpfMC = (TGraphErrors*) mcPhotonJetFile->Get(responseName);
drawCombinedGraphs(balancingData, balancingMC, mpfData, mpfMC, "p_{t}^{2^{nd} jet} / p_{t}^{#gamma}", "Jet response (raw objects)", "#eta #leq 1.3", lumi, outputName.Data());
}
return 0;
}
//_____________________________________________________________________________
void ProofSimple::SlaveBegin(TTree * /*tree*/)
{
// The SlaveBegin() function is called after the Begin() function.
// When running with PROOF SlaveBegin() is called on each slave server.
// The tree argument is deprecated (on PROOF 0 is passed).
TString option = GetOption();
Ssiz_t iopt = kNPOS;
// Histos array
if (fInput->FindObject("ProofSimple_NHist")) {
TParameter<Long_t> *p =
dynamic_cast<TParameter<Long_t>*>(fInput->FindObject("ProofSimple_NHist"));
fNhist = (p) ? (Int_t) p->GetVal() : fNhist;
} else if ((iopt = option.Index("nhist=")) != kNPOS) {
TString s;
Ssiz_t from = iopt + strlen("nhist=");
if (option.Tokenize(s, from, ";") && s.IsDigit()) fNhist = s.Atoi();
}
if (fNhist < 1) {
Abort("fNhist must be > 0! Hint: proof->SetParameter(\"ProofSimple_NHist\","
" (Long_t) <nhist>)", kAbortProcess);
return;
}
fHist = new TH1F*[fNhist];
TString hn;
// Create the histogram
for (Int_t i=0; i < fNhist; i++) {
hn.Form("h%d",i);
fHist[i] = new TH1F(hn.Data(), hn.Data(), 100, -3., 3.);
fHist[i]->SetFillColor(kRed);
fOutput->Add(fHist[i]);
}
// 3D Histos array
if (fInput->FindObject("ProofSimple_NHist3")) {
TParameter<Long_t> *p =
dynamic_cast<TParameter<Long_t>*>(fInput->FindObject("ProofSimple_NHist3"));
fNhist3 = (p) ? (Int_t) p->GetVal() : fNhist3;
} else if ((iopt = option.Index("nhist3=")) != kNPOS) {
TString s;
Ssiz_t from = iopt + strlen("nhist3=");
if (option.Tokenize(s, from, ";") && s.IsDigit()) fNhist3 = s.Atoi();
}
if (fNhist3 > 0) {
fHist3 = new TH3F*[fNhist3];
Info("Begin", "%d 3D histograms requested", fNhist3);
// Create the 3D histogram
for (Int_t i=0; i < fNhist3; i++) {
hn.Form("h%d_3d",i);
fHist3[i] = new TH3F(hn.Data(), hn.Data(),
100, -3., 3., 100, -3., 3., 100, -3., 3.);
fOutput->Add(fHist3[i]);
}
}
// Histo with labels
if (fInput->FindObject("ProofSimple_TestLabelMerging")) {
fHLab = new TH1F("hlab", "Test merging of histograms with automatic labels", 10, 0., 10.);
fOutput->Add(fHLab);
}
// Ntuple
TNamed *nm = dynamic_cast<TNamed *>(fInput->FindObject("ProofSimple_Ntuple"));
if (nm) {
// Title is in the form
// merge merge via file
// |<fout> location of the output file if merge
// |retrieve retrieve to client machine
// dataset create a dataset
// |<dsname> dataset name (default: dataset_ntuple)
// |plot for a final plot
// <empty> or other keep in memory
fHasNtuple = 1;
TString ontp(nm->GetTitle());
if (ontp.Contains("|plot") || ontp == "plot") {
fPlotNtuple = kTRUE;
ontp.ReplaceAll("|plot", "");
if (ontp == "plot") ontp = "";
}
TString locfn("SimpleNtuple.root");
if (ontp.BeginsWith("merge")) {
ontp.Replace(0,5,"");
fProofFile = new TProofOutputFile(locfn, "M");
TString fn;
Ssiz_t iret = ontp.Index("|retrieve");
if (iret != kNPOS) {
fProofFile->SetRetrieve(kTRUE);
TString rettag("|retrieve");
if ((iret = ontp.Index("|retrieve=")) != kNPOS) {
rettag += "=";
fn = ontp(iret + rettag.Length(), ontp.Length() - iret - rettag.Length());
if ((iret = fn.Index('|')) != kNPOS) fn.Remove(iret);
rettag += fn;
}
ontp.ReplaceAll(rettag, "");
}
Ssiz_t iof = ontp.Index('|');
if (iof != kNPOS) ontp.Remove(0, iof + 1);
if (!ontp.IsNull()) {
fProofFile->SetOutputFileName(ontp.Data());
if (fn.IsNull()) fn = gSystem->BaseName(TUrl(ontp.Data(), kTRUE).GetFile());
}
if (fn.IsNull()) fn = locfn;
// This will be the final file on the client, the case there is one
fProofFile->SetTitle(fn);
} else if (ontp.BeginsWith("dataset")) {
ontp.Replace(0,7,"");
Ssiz_t iof = ontp.Index("|");
if (iof != kNPOS) ontp.Remove(0, iof + 1);
TString dsname = (!ontp.IsNull()) ? ontp.Data() : "dataset_ntuple";
UInt_t opt = TProofOutputFile::kRegister | TProofOutputFile::kOverwrite | TProofOutputFile::kVerify;
fProofFile = new TProofOutputFile("SimpleNtuple.root",
TProofOutputFile::kDataset, opt, dsname.Data());
fHasNtuple = 2;
} else if (!ontp.IsNull()) {
Warning("SlaveBegin", "ntuple options unknown: ignored (%s)", ontp.Data());
}
// Open the file, if required
if (fProofFile) {
// Open the file
fFile = fProofFile->OpenFile("RECREATE");
if (fFile && fFile->IsZombie()) SafeDelete(fFile);
// Cannot continue
if (!fFile) {
Info("SlaveBegin", "could not create '%s': instance is invalid!", fProofFile->GetName());
return;
}
}
// Now we create the ntuple
fNtp = new TNtuple("ntuple","Demo ntuple","px:py:pz:random:i");
// File resident, if required
if (fFile) {
fNtp->SetDirectory(fFile);
fNtp->AutoSave();
} else {
fOutput->Add(fNtp);
}
}
// Set random seed
fRandom = new TRandom3(0);
}
void macro_MakeQcdClosureTest()
{
// parameters //////////////////////////////////////////////////////////////
//TFile input("./emuSpec_19619pb-1.root", "open");
TFile input("test_19619pb-1.root", "open");
input.cd();
TParameter<float> *lumi = (TParameter<float> *)input.Get("lumi");
const int nBins = 75;
const bool usePu = 1;
const bool useWeight = 1;
const int qcdEst = 1; // estimation method of QCD contribution. none(0), from SS spectrum(1), from fake rate(2)
int eRegion = 2; // electron region EB(0), EE(1), EB+EE(2)
bool plotSign[3];
plotSign[0] = 1; // all
plotSign[1] = 1; // SS same sign
plotSign[2] = 1; // OS opposite sign
bool plotType[2];
plotType[0] = 1; // emu spectrum
plotType[1] = 1; // cumulative emu spectrum
const bool plotPull = 0; // plot (data-bkg)/bkg
const bool plotPullBelowSpec = 0; // plot (data-bkg)/bkg below spectrum
const bool logPlotX = 0;
const bool logPlotY = 1;
const bool prelim = 1;
const bool groupedPlot = 0;
const bool overflowBin = 1;
float xRangeMin = 60.;
float xRangeMax = 1200.;
//float xRangeMin = 0.;
//float xRangeMax = 1500.;
float yRangeMin[6] = {0.002, 0.002, 0.002, 0.4, 0.4, 0.4};
float yRangeMax[6] = {30, 10, 30, 3000, 1000, 3000};
float yRangeMinRatio[3] = {-0.7, -0.7, -0.7};
float yRangeMaxRatio[3] = {0.7, 0.7, 0.7};
float fitMin = xRangeMin;
float fitMax = 1100.; // set to highest bin with a data point
float xRangeMinRatio = fitMin;
float xRangeMaxRatio = fitMax;
// output file formats
const bool savePull = 0;
const bool saveSpec = 0;
const bool saveCumSpec = 0;
const bool saveAsPdf = 0;
const bool saveAsPng = 1;
const bool saveAsRoot = 0;
const char *fileNameExtra = "";
//const char *fileNameExtra = "madgraphTTbar_";
const char *plotDir = "./plottemp/";
// plot style
int wjetColour= TColor::GetColor("#ffd324");
int jetBkgColour = TColor::GetColor("#ffff66");
int font = 42; //62
////////////////////////////////////////////////////////////////////////////
// systematic errors
float systErrLumi = ((TParameter<float> *)input.Get("systErrLumi"))->GetVal();
systErrLumi = 0.; // since we normalize to the Z peak
float systErrEff = ((TParameter<float> *)input.Get("systErrEff"))->GetVal(); // muon err & ele err
THashList *systErrMCs = (THashList *)input.Get("systErrMCs");
vector<float> systErrMC;
systErrMC.push_back(((TParameter<float> *)systErrMCs->FindObject("systErrMcTtbar"))->GetVal()); // NNLO ttbar
//systErrMC.push_back(((TParameter<float> *)systErrMCs->FindObject("systErrMcTtbar700to1000"))->GetVal()); // NLO ttbar700to1000
//systErrMC.push_back(((TParameter<float> *)systErrMCs->FindObject("systErrMcTtbar1000up"))->GetVal()); // NLO ttbar1000up
systErrMC.push_back(((TParameter<float> *)systErrMCs->FindObject("systErrMcDyTauTau"))->GetVal()); //z->tt
systErrMC.push_back(((TParameter<float> *)systErrMCs->FindObject("systErrMcWW"))->GetVal()); //WW
systErrMC.push_back(((TParameter<float> *)systErrMCs->FindObject("systErrMcWZ"))->GetVal()); //WZ
systErrMC.push_back(((TParameter<float> *)systErrMCs->FindObject("systErrMcZZ"))->GetVal()); //ZZ
systErrMC.push_back(((TParameter<float> *)systErrMCs->FindObject("systErrMcTW"))->GetVal()); //tW
systErrMC.push_back(((TParameter<float> *)systErrMCs->FindObject("systErrMcDyMuMu"))->GetVal()); //Z->mm
systErrMC.push_back(((TParameter<float> *)systErrMCs->FindObject("systErrMcDyEE"))->GetVal()); //Z->ee
if (qcdEst == 2) systErrMC.push_back(0.4); // qcd error
else systErrMC.push_back(((TParameter<float> *)systErrMCs->FindObject("systErrMcWJets"))->GetVal()); //WJets
// to keep the histogram when the file is closed
TH1::AddDirectory(kFALSE);
TH1::SetDefaultSumw2(kTRUE);
TString histoSign[3] = {"", "SS_", "OS_"};
TString xAxisTitle[3] = {"m(e#mu)", "m(e^{#pm}#mu^{#pm})", "m(e^{#pm}#mu^{#mp})"};
TString nameSuffix[2] = {"", "cumul"};
TString titleSuffix[2] = {"", " - Cumulative"};
vector<TH1F *> emuMass_wjets;
vector<TH1F *> emuMass_qcd;
vector<TH1F *> emuMass_qcdFromFake;
// define the binning
vector<float> binning;
if (logPlotX) {
//for (float bin = 0.; bin < 100.; bin += 5.)
// binning.push_back(bin);
for (float bin = 0.; bin < 200.; bin += 10.)
binning.push_back(bin);
for (float bin = 200.; bin < 400.; bin += 20.)
binning.push_back(bin);
for (float bin = 400.; bin < 500.; bin += 25.)
binning.push_back(bin);
for (float bin = 500.; bin <= 620.; bin += 40.)
binning.push_back(bin);
binning.push_back(670.);
binning.push_back(720.);
binning.push_back(780.);
binning.push_back(840.);
binning.push_back(920.);
binning.push_back(1000.);
binning.push_back(1100.);
binning.push_back(1220.);
binning.push_back(1380.);
binning.push_back(1500.);
} else {
//for (float bin = 0.; bin <= 1500.; bin += 20.)
// binning.push_back(bin);
for (float bin = 0.; bin < 200.; bin += 20.)
binning.push_back(bin);
for (float bin = 200.; bin < 400.; bin += 40.)
binning.push_back(bin);
for (float bin = 400.; bin < 700.; bin += 50.)
binning.push_back(bin);
for (float bin = 700.; bin < 1000.; bin += 75.)
binning.push_back(bin);
for (float bin = 1000.; bin < 1200.; bin += 100.)
binning.push_back(bin);
for (float bin = 1200.; bin <= 1500.; bin += 150.)
binning.push_back(bin);
}
THashList *mcWeights = (THashList *)input.Get("mcWeights");
TParameter<float> *mcWeight = (TParameter<float> *)mcWeights->FindObject("ttbar");
TParameter<float> *mcWeight700to1000 = (TParameter<float> *)mcWeights->FindObject("ttbar700to1000");
TParameter<float> *mcWeight1000up = (TParameter<float> *)mcWeights->FindObject("ttbar1000up");
float totMcWeight = 1.;
// determine qcd contribution
TH1F *qcdContrib;
TH1F *ssData = MakeHistoFromBranch(&input, "emuTree_data", "mass", SS, eRegion, "", 0., 0., binning, 0x100);
TH1F *ssBg = MakeHistoFromBranch(&input, "emuTree_ttbar", "mass", SS, eRegion, "genMTtbar", 0., 700., binning, 0x1DF);
totMcWeight = 1. / (1 / mcWeight->GetVal() + 1 / mcWeight700to1000->GetVal());
ssBg->Add(MakeHistoFromBranch(&input, "emuTree_ttbar", "mass", SS, eRegion, "genMTtbar", 700., 1000., binning, 0x19F), totMcWeight);
ssBg->Add(MakeHistoFromBranch(&input, "emuTree_ttbar700to1000", "mass", SS, eRegion, "genMTtbar", 700., 1000., binning, 0x19F), totMcWeight);
totMcWeight = 1. / (1 / mcWeight->GetVal() + 1 / mcWeight1000up->GetVal());
ssBg->Add(MakeHistoFromBranch(&input, "emuTree_ttbar", "mass", SS, eRegion, "genMTtbar", 1000., 1000000000., binning, 0x19F), totMcWeight);
ssBg->Add(MakeHistoFromBranch(&input, "emuTree_ttbar1000up", "mass", SS, eRegion, "genMTtbar", 1000., 1000000000., binning, 0x19F), totMcWeight);
//TH1F *ssBg = MakeHistoFromBranch(&input, "emuTree_ttbar", "mass", SS, eRegion, "", 0., 0., binning, 0x1DF);
//TH1F *ssBg = MakeHistoFromBranch(&input, "emuTree_ttbarto2l", "mass", SS, eRegion, "", 0., 0., binning, 0x1DF);
ssBg->Add(MakeHistoFromBranch(&input, "emuTree_ztautau", "mass", SS, eRegion, "", 0., 0., binning, 0x1DF));
ssBg->Add(MakeHistoFromBranch(&input, "emuTree_ww", "mass", SS, eRegion, "", 0., 0., binning, 0x1DF));
ssBg->Add(MakeHistoFromBranch(&input, "emuTree_wz", "mass", SS, eRegion, "", 0., 0., binning, 0x1DF));
ssBg->Add(MakeHistoFromBranch(&input, "emuTree_zz", "mass", SS, eRegion, "", 0., 0., binning, 0x1DF));
ssBg->Add(MakeHistoFromBranch(&input, "emuTree_tw", "mass", SS, eRegion, "", 0., 0., binning, 0x1DF));
ssBg->Add(MakeHistoFromBranch(&input, "emuTree_zmumu", "mass", SS, eRegion, "", 0., 0., binning, 0x1DF));
ssBg->Add(MakeHistoFromBranch(&input, "emuTree_zee", "mass", SS, eRegion, "", 0., 0., binning, 0x1DF));
ssBg->Add(MakeHistoFromBranch(&input, "emuTree_wjets", "mass", SS, eRegion, "", 0., 0., binning, 0x1DF));
qcdContrib = (TH1F *)ssData->Clone("qcdContrib_SS");
qcdContrib->Add(ssBg, -1);
for (int i = 0; i < qcdContrib->GetNbinsX() + 2; ++i) {
if (qcdContrib->GetBinContent(i) < 0) qcdContrib->SetBinContent(i, 0.);
}
cout << "expected SS QCD events: " << ssData->Integral() - ssBg->Integral() << endl;
cout << "derived SS QCD events: " << qcdContrib->Integral() << endl;
cout << "scale factor: " << (ssData->Integral() - ssBg->Integral()) / qcdContrib->Integral()<< endl;
qcdContrib->Scale((ssData->Integral() - ssBg->Integral()) / qcdContrib->Integral());
// loop over full spectrum, SS and OS
for (int k = 0; k < 3; ++k) {
// loop to get normal and cumulated spectrum
for (unsigned int j = 0; j < 2; ++j) {
input.cd();
bool normToBin = true;
if (j > 0) normToBin = false;
if (k == 2) k = -1;
// make the histograms
emuMass_wjets.push_back(MakeHistoFromBranch(&input, "emuTree_wjets", "mass", k, eRegion, "", 0., 0., binning, 0x1DF, normToBin));
if (k == -1) k = 2;
emuMass_wjets.back()->SetName("emuMass_" + histoSign[k] + "wjets" + nameSuffix[j]);
// qcd contribution
if (k == 2) k = -1;
emuMass_qcdFromFake.push_back((TH1F *)MakeHistoFromBranch(&input, "frEmuTree_data", "mass", k, eRegion, "", 0., 0., binning, 0x300));
emuMass_qcd.push_back((TH1F *)qcdContrib->Clone("emuMass_" + histoSign[k] + "qcd"));
if (k == ALL) emuMass_qcd.back()->Scale(2.);
// normalize to bin width
if (j < 1) {
for (int i = 1; i < emuMass_qcd.back()->GetNbinsX() + 1; ++i) {
emuMass_qcd.back()->SetBinContent(i, emuMass_qcd.back()->GetBinContent(i) / emuMass_qcd.back()->GetBinWidth(i));
emuMass_qcd.back()->SetBinError(i, emuMass_qcd.back()->GetBinError(i) / emuMass_qcd.back()->GetBinWidth(i));
emuMass_qcdFromFake.back()->SetBinContent(i, emuMass_qcdFromFake.back()->GetBinContent(i) / emuMass_qcdFromFake.back()->GetBinWidth(i));
emuMass_qcdFromFake.back()->SetBinError(i, emuMass_qcdFromFake.back()->GetBinError(i) / emuMass_qcdFromFake.back()->GetBinWidth(i));
}
}
if (k == -1) k = 2;
// add overflow in last bin
if (j == 0 && overflowBin) {
emuMass_wjets.back()->SetBinContent(emuMass_wjets.back()->GetNbinsX(), emuMass_wjets.back()->GetBinContent(emuMass_wjets.back()->GetNbinsX()) + emuMass_wjets.back()->GetBinContent(emuMass_wjets.back()->GetNbinsX() + 1));
emuMass_qcd.back()->SetBinContent(emuMass_qcd.back()->GetNbinsX(), emuMass_qcd.back()->GetBinContent(emuMass_qcd.back()->GetNbinsX()) + emuMass_qcd.back()->GetBinContent(emuMass_qcd.back()->GetNbinsX() + 1));
emuMass_qcdFromFake.back()->SetBinContent(emuMass_qcdFromFake.back()->GetNbinsX(), emuMass_qcdFromFake.back()->GetBinContent(emuMass_qcdFromFake.back()->GetNbinsX()) + emuMass_qcdFromFake.back()->GetBinContent(emuMass_qcdFromFake.back()->GetNbinsX() + 1));
}
// integrate from the right side
if (j == 1) {
// loop over bins
double error;
for (int i = 1; i < nBins + 1; ++i) {
emuMass_wjets.back()->SetBinContent(i, emuMass_wjets.back()->IntegralAndError(i, nBins, error));
emuMass_wjets.back()->SetBinError(i, error);
emuMass_qcd.back()->SetBinContent(i, emuMass_qcd.back()->IntegralAndError(i, nBins, error));
emuMass_qcd.back()->SetBinError(i, error);
emuMass_qcdFromFake.back()->SetBinContent(i, emuMass_qcdFromFake.back()->IntegralAndError(i, nBins, error));
emuMass_qcdFromFake.back()->SetBinError(i, error);
}
}
if (!plotSign[k]) continue;
if (!plotType[j]) continue;
TCanvas *emuPlot;
TPad *specPad;
if (plotPullBelowSpec && j == 0) {
emuPlot = new TCanvas("emuPlot" + histoSign[k] + nameSuffix[j], "emu Spectrum" + titleSuffix[j], 100, 100, 900, 900);
specPad = new TPad("specPad" + histoSign[k] + nameSuffix[j], "emu Spectrum" + titleSuffix[j], 0., 0.33, 1., 1.);
specPad->SetBottomMargin(0.06);
} else {
emuPlot = new TCanvas("emuPlot" + histoSign[k] + nameSuffix[j], "emu Spectrum" + titleSuffix[j], 100, 100, 900, 600);
specPad = new TPad("specPad" + histoSign[k] + nameSuffix[j], "emu Spectrum" + titleSuffix[j], 0., 0., 1., 1.);
specPad->SetBottomMargin(0.12);
}
specPad->SetBorderMode(0);
specPad->SetBorderSize(2);
specPad->SetFrameBorderMode(0);
specPad->SetFillColor(0);
specPad->SetFrameFillColor(0);
if (logPlotX) specPad->SetLogx();
if (logPlotY) specPad->SetLogy();
specPad->SetLeftMargin(0.11);
specPad->SetRightMargin(0.09);
specPad->SetTopMargin(0.08);
specPad->SetTickx(1);
specPad->SetTicky(1);
specPad->Draw();
specPad->cd();
gStyle->SetTitleFont(font);
gStyle->SetLabelFont(font);
gStyle->SetLegendFont(font);
gStyle->SetOptStat(0);
gStyle->SetOptTitle(0);
gStyle->SetTitleXOffset(1.);
gStyle->SetTitleYOffset(1.3);
gPad->SetTicks(1, 1);
// make a histogram stack with the bg
THStack *bgStack = new THStack("bgStack" + histoSign[k] + nameSuffix[j], "Invariant Mass" + titleSuffix[j]);
bgStack->Add(emuMass_qcd.back());
bgStack->Add(emuMass_wjets.back());
// plot spectrum
emuMass_wjets.back()->SetFillColor(wjetColour);
emuMass_wjets.back()->SetMarkerColor(wjetColour);
emuMass_wjets.back()->SetLineColor(kBlack);
emuMass_wjets.back()->SetLineWidth(2);
//emuMass_wjets.back()->Draw("HISTsames");
emuMass_qcd.back()->SetFillColor(jetBkgColour);
emuMass_qcd.back()->SetMarkerColor(jetBkgColour);
emuMass_qcd.back()->SetLineColor(kBlack);
emuMass_qcd.back()->SetLineWidth(2);
//emuMass_qcd.back()->Draw("HISTsames");
bgStack->Draw("hist");
emuMass_qcdFromFake.back()->SetLineColor(kRed);
emuMass_qcdFromFake.back()->SetLineWidth(2);
emuMass_qcdFromFake.back()->Draw("esame");
if (plotPullBelowSpec && j == 0) {
bgStack->GetXaxis()->SetTitle("");
} else {
bgStack->GetXaxis()->SetTitle(xAxisTitle[k] + " [GeV]");
}
bgStack->GetXaxis()->SetTitleFont(font);
bgStack->GetXaxis()->SetTitleSize(0.047);
bgStack->GetXaxis()->SetTitleOffset(0.9);
bgStack->GetXaxis()->SetLabelFont(font);
bgStack->GetXaxis()->SetLabelSize(0.05);
bgStack->GetXaxis()->SetMoreLogLabels();
bgStack->GetXaxis()->SetNoExponent();
//bgStack->GetXaxis()->SetRangeUser(xRangeMin, xRangeMax);
bgStack->GetXaxis()->SetLimits(xRangeMin, xRangeMax);
if (j == 1) bgStack->GetYaxis()->SetTitle("Events #geq " + xAxisTitle[k]);
else bgStack->GetYaxis()->SetTitle("Events / GeV");
bgStack->GetYaxis()->SetTitleFont(font);
bgStack->GetYaxis()->SetTitleSize(0.047);
bgStack->GetYaxis()->SetTitleOffset(1.1);
bgStack->GetYaxis()->SetLabelFont(font);
bgStack->GetYaxis()->SetLabelSize(0.05);
bgStack->SetMinimum(yRangeMin[k + j * 3]);
bgStack->SetMaximum(yRangeMax[k + j * 3]);
// redraw axis
emuMass_qcd.back()->Draw("sameaxis");
// legend and labels
TLegend legend(0.710, 0.646, 0.901, 0.885);
legend.SetTextFont(font);
legend.SetTextSize(0.03);
legend.SetBorderSize(0);
legend.SetLineColor(1);
legend.SetLineStyle(1);
legend.SetLineWidth(1);
legend.SetFillColor(19);
legend.SetFillStyle(0);
legend.AddEntry(emuMass_wjets.back(), "W+jets (MC)" ,"F");
legend.AddEntry(emuMass_qcd.back(), "jets (SS data)" ,"F");
legend.AddEntry(emuMass_qcdFromFake.back(), "jets (Fake Rate)" ,"le");
legend.DrawClone("sames");
TLatex *tex = new TLatex();
tex->SetNDC();
tex->SetTextFont(font);
tex->SetLineWidth(2);
tex->SetTextSize(0.042);
if (prelim) tex->DrawLatex(0.325, 0.853, "CMS Preliminary, 8 TeV, 19.6 fb^{-1}");
else tex->DrawLatex(0.405, 0.853, "CMS, 8 TeV, 19.6 fb^{-1}");
if (eRegion == 0) tex->DrawLatex(0.325, 0.775, "e in barrel");
if (eRegion == 1) tex->DrawLatex(0.325, 0.775, "e in endcap");
// safe in various file formats
stringstream sStream;
if (!plotPullBelowSpec || j > 0) {
sStream << plotDir << "qcdClosureTestSpec";
if (k == 0) sStream << "_";
sStream << histoSign[k];
if (eRegion == 0) sStream << "EB_";
if (eRegion == 1) sStream << "EE_";
sStream << fileNameExtra << nameSuffix[j];
if (j > 0) sStream << "_";
if (groupedPlot) sStream << "grouped_";
if (!logPlotY) sStream << "lin_";
sStream << lumi->GetVal() << "pb-1";
TString saveFileName = sStream.str();
if ((j == 0 && saveSpec) || (j > 0 && saveCumSpec)) {
if (saveAsPdf) emuPlot->Print(saveFileName + ".pdf", "pdf");
if (saveAsPng) emuPlot->Print(saveFileName + ".png", "png");
if (saveAsRoot) emuPlot->Print(saveFileName + ".root", "root");
}
}
} // end loop over normal or cumulated
} // end loop over full, SS and OS
// generate one object containing everything
vector<vector<TH1F *> > emuMasses;
emuMasses.push_back(emuMass_wjets);
emuMasses.push_back(emuMass_qcd);
// // define groups of MC samples
// vector<bool> ttLikeSamples(6, true);
// vector<bool> contamSamples(6, false);
// contamSamples.push_back(true); // Zmm
// contamSamples.push_back(true); // Zee
// contamSamples.push_back(true); // WJets or QCD
// vector<bool> contamSamplesNoQcd(contamSamples);
// vector<bool> allSamples(9, true);
// vector<bool> onlyQCD(emuMasses.size() - 1, false);
// if (qcdEst > 0) {
// onlyQCD.back() = true;
// if (qcdEst != 2) {
// allSamples.push_back(true);
// contamSamples.push_back(true);
// contamSamplesNoQcd.push_back(false);
// systErrMC.push_back(0.); // QCD error will be calculated later
// } else {
// contamSamplesNoQcd.back() = false;
// }
// }
// vector<bool> allSamplesNoQcd(allSamples);
// if (qcdEst > 0) allSamplesNoQcd.back() = false;
// unsigned int qcdInd = onlyQCD.size();
// unsigned int qcdErrInd = qcdInd - 1;
//
// // calculate rate of syst errors
// float systErrLuEff = sqrt(systErrLumi*systErrLumi + systErrEff*systErrEff);
// vector<float> systErrMCLuEff;
// for (unsigned int it = 0; it < systErrMC.size(); ++it)
// systErrMCLuEff.push_back(sqrt(systErrMC[it]*systErrMC[it] + systErrLuEff*systErrLuEff));
//
// bool calcQcdErr = false;
// if (qcdEst == 1) calcQcdErr = true;
//
// //cout << "qcdInd " << qcdInd << ", emuMasses.size() " << emuMasses.size() << ", systErrMC.size() " << systErrMC.size()
// // << ", systErrMCLuEff.size() " << systErrMCLuEff.size() << ", allSamples.size() " << allSamples.size()
// // << ", allSamplesNoQcd.size() " << allSamplesNoQcd.size() << ", contamSamplesNoQcd.size() " << contamSamplesNoQcd.size()
// // << ", contamSamples.size() " << contamSamples.size() << ", onlyQCD.size() " << onlyQCD.size() << endl;
// //for (unsigned int sIt = 0; sIt < emuMasses.size() - 1; ++sIt) {
// // cout << "allSamples " << allSamples[sIt] << ", allSamplesNoQcd " << allSamplesNoQcd[sIt]
// // << ", contamSamples " << contamSamples[sIt] << ", contamSamplesNoQcd " << contamSamplesNoQcd[sIt]
// // << ", onlyQCD " << onlyQCD[sIt] << ", systErrMC " << systErrMC[sIt] << ", systErrMCLuEff " << systErrMCLuEff[sIt] << endl;
// //}
//
// // define special bins corresponding to specific masses
// int bin60 = emuMass_data.at(ALL)->FindBin(60.);
// int bin120 = emuMass_data.at(ALL)->FindBin(120.);
// int bin200 = emuMass_data.at(ALL)->FindBin(200.);
// int bin400 = emuMass_data.at(ALL)->FindBin(400.);
// int bin500 = emuMass_data.at(ALL)->FindBin(500.);
//
// vector<const char *> sampleNames;
// sampleNames.push_back("data ");
// sampleNames.push_back("ttbar ");
// sampleNames.push_back("Ztautau");
// sampleNames.push_back("WW ");
// sampleNames.push_back("WZ ");
// sampleNames.push_back("ZZ ");
// sampleNames.push_back("tW ");
// sampleNames.push_back("Zmumu ");
// sampleNames.push_back("Zee ");
// if (qcdEst != 2) sampleNames.push_back("WJets ");
// if (qcdEst > 0) sampleNames.push_back("QCD ");
//
// // write numbers
// cout << endl;
// cout << "-----------------------------------------------------------------------------------------------------------" << endl;
// cout << "HEEP - TIGHT MU Lumi = " << lumi->GetVal() << "pb-1" << endl;
// //cout << " e pT EB > " << bar_et << "GeV/c" << endl;
// //cout << " e pT EE > " << end_et << "GeV/c" << endl;
// //cout << " mu pT > " << muon_et << "GeV/c" << endl;
// //cout << " mu |eta| < " << muon_etaMax << endl;
// cout << endl;
// cout << "Systematic errors" << endl;
// cout << " Luminosity: " << systErrLumi * 100 << "%" << endl;
// cout << " Efficiency: " << systErrEff * 100 << "%" << endl;
// cout << " ttbar: " << systErrMC[TTBAR-1] * 100 << "%" << endl;
// cout << " Z->tautau: " << systErrMC[ZTT-1] * 100 << "%" << endl;
// cout << " WW: " << systErrMC[WW-1] * 100 << "%" << endl;
// cout << " WZ: " << systErrMC[WZ-1] * 100 << "%" << endl;
// cout << " ZZ: " << systErrMC[ZZ-1] * 100 << "%" << endl;
// cout << " tW, tbarW: " << systErrMC[TW-1] * 100 << "%" << endl;
// cout << " Z->mumu: " << systErrMC[ZMM-1] * 100 << "%" << endl;
// cout << " Z->ee: " << systErrMC[ZEE-1] * 100 << "%" << endl;
// if (qcdEst != 2) cout << " W+Jets: " << systErrMC[WJET-1] * 100 << "%" << endl;
// else cout << " QCD: " << systErrMC.back() * 100 << "%" << endl;
// cout << "-----------------------------------------------------------------------------------------------------------" << endl;
// for (unsigned int signIt = 1; signIt < 6; signIt += 2) {
// if (signIt == 3) cout << "-SS--------------------------------------------------------------------------------------------------------" << endl;
// if (signIt == 5) cout << "-OS--------------------------------------------------------------------------------------------------------" << endl;
// cout << "-----------------------------------------------------------------------------------------------------------------------------------------" << endl;
// cout << "M_emu | > 60GeV/c^2 | > 120GeV/c^2 | > 200GeV/c^2 | > 400GeV/c^2 |" << endl;
// cout << "-----------------------------------------------------------------------------------------------------------------------------------------" << endl;
//
// printf("nb data | %5.0f +- %-.3f (stat) | %5.0f +- %-.3f (stat) | %5.0f +- %-.3f (stat) | %5.0f +- %-.3f (stat) |\n",
// emuMass_data.at(signIt)->GetBinContent(bin60), sqrt(emuMass_data.at(signIt)->GetBinContent(bin60)),
// emuMass_data.at(signIt)->GetBinContent(bin120), sqrt(emuMass_data.at(signIt)->GetBinContent(bin120)),
// emuMass_data.at(signIt)->GetBinContent(bin200), sqrt(emuMass_data.at(signIt)->GetBinContent(bin200)),
// emuMass_data.at(signIt)->GetBinContent(bin400), sqrt(emuMass_data.at(signIt)->GetBinContent(bin400)));
// cout << "----------------------------------------------------------------------------------------------------------------------------------------" << endl;
// for (unsigned int sampleIt = 1; sampleIt < sampleNames.size(); ++sampleIt) {
// if (sampleIt == 7) cout << "- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -" << endl;
// if (qcdEst == 1 && sampleIt == sampleNames.size() - 1) {
// printf("nb %7s | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) |\n", sampleNames[sampleIt],
// emuMass_qcd.at(signIt)->GetBinContent(bin60), emuMass_qcd.at(signIt)->GetBinContent(bin60) * CalcSSQcdErr(emuMasses, systErrMCLuEff, bin60),
// emuMass_qcd.at(signIt)->GetBinContent(bin120), emuMass_qcd.at(signIt)->GetBinContent(bin120) * CalcSSQcdErr(emuMasses, systErrMCLuEff, bin120),
// emuMass_qcd.at(signIt)->GetBinContent(bin200), emuMass_qcd.at(signIt)->GetBinContent(bin200) * CalcSSQcdErr(emuMasses, systErrMCLuEff, bin200),
// emuMass_qcd.at(signIt)->GetBinContent(bin400), emuMass_qcd.at(signIt)->GetBinContent(bin400) * CalcSSQcdErr(emuMasses, systErrMCLuEff, bin400));
// } else {
// printf("nb %7s | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) |\n", sampleNames[sampleIt],
// emuMasses.at(sampleIt).at(signIt)->GetBinContent(bin60), emuMasses.at(sampleIt).at(signIt)->GetBinContent(bin60) * systErrMCLuEff[sampleIt-1],
// emuMasses.at(sampleIt).at(signIt)->GetBinContent(bin120), emuMasses.at(sampleIt).at(signIt)->GetBinContent(bin120) * systErrMCLuEff[sampleIt-1],
// emuMasses.at(sampleIt).at(signIt)->GetBinContent(bin200), emuMasses.at(sampleIt).at(signIt)->GetBinContent(bin200) * systErrMCLuEff[sampleIt-1],
// emuMasses.at(sampleIt).at(signIt)->GetBinContent(bin400), emuMasses.at(sampleIt).at(signIt)->GetBinContent(bin400) * systErrMCLuEff[sampleIt-1]);
// }
// }
// cout << endl;
// cout << "----------------------------------------------------------------------------------------------------------------------------------------" << endl;
// printf("TOT ttlike | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) |\n",
// CalcBgSum(emuMasses, ttLikeSamples, signIt, bin60), CalcSystErr(emuMasses, systErrMCLuEff, ttLikeSamples, signIt, bin60),
// CalcBgSum(emuMasses, ttLikeSamples, signIt, bin120), CalcSystErr(emuMasses, systErrMCLuEff, ttLikeSamples, signIt, bin120),
// CalcBgSum(emuMasses, ttLikeSamples, signIt, bin200), CalcSystErr(emuMasses, systErrMCLuEff, ttLikeSamples, signIt, bin200),
// CalcBgSum(emuMasses, ttLikeSamples, signIt, bin400), CalcSystErr(emuMasses, systErrMCLuEff, ttLikeSamples, signIt, bin400));
// printf("TOT contam | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) |\n",
// CalcBgSum(emuMasses, contamSamples, signIt, bin60), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, contamSamples, signIt, bin60, -1, calcQcdErr),
// CalcBgSum(emuMasses, contamSamples, signIt, bin120), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, contamSamples, signIt, bin120, -1, calcQcdErr),
// CalcBgSum(emuMasses, contamSamples, signIt, bin200), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, contamSamples, signIt, bin200, -1, calcQcdErr),
// CalcBgSum(emuMasses, contamSamples, signIt, bin400), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, contamSamples, signIt, bin400, -1, calcQcdErr));
// cout << "----------------------------------------------------------------------------------------------------------------------------------------" << endl;
//
// printf("TOT Bkg | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) |\n",
// CalcBgSum(emuMasses, allSamples, signIt, bin60), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, allSamples, signIt, bin60, -1, calcQcdErr),
// CalcBgSum(emuMasses, allSamples, signIt, bin120), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, allSamples, signIt, bin120, -1, calcQcdErr),
// CalcBgSum(emuMasses, allSamples, signIt, bin200), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, allSamples, signIt, bin200, -1, calcQcdErr),
// CalcBgSum(emuMasses, allSamples, signIt, bin400), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, allSamples, signIt, bin400, -1, calcQcdErr));
// cout << "----------------------------------------------------------------------------------------------------------------------------------------" << endl;
// cout << endl << endl;
// }
// cout << endl;
//
// cout << "--Without adding QCD contribution:--------------------------------------------------------------------------------------------------------" << endl;
// cout << "------------------------------------------------------------------------------------------------------------------------------------------" << endl;
// cout << "M_emu | > 60GeV/c^2 | > 120GeV/c^2 | > 200GeV/c^2 | > 400GeV/c^2 |" << endl;
// cout << "------------------------------------------------------------------------------------------------------------------------------------------" << endl;
// for (unsigned int signIt = 1; signIt < 6; signIt += 2) {
// if (signIt == 3) cout << "-SS-------------------------------------------------------------------------------------------------------------------------------------" << endl;
// if (signIt == 5) cout << "-OS-------------------------------------------------------------------------------------------------------------------------------------" << endl;
// printf("nb data | %5.0f +- %-.3f (stat) | %5.0f +- %-.3f (stat) | %5.0f +- %-.3f (stat) | %5.0f +- %-.3f (stat) |\n",
// emuMasses.at(DATA).at(signIt)->GetBinContent(bin60), sqrt(emuMasses.at(DATA).at(signIt)->GetBinContent(bin60)),
// emuMasses.at(DATA).at(signIt)->GetBinContent(bin120), sqrt(emuMasses.at(DATA).at(signIt)->GetBinContent(bin120)),
// emuMasses.at(DATA).at(signIt)->GetBinContent(bin200), sqrt(emuMasses.at(DATA).at(signIt)->GetBinContent(bin200)),
// emuMasses.at(DATA).at(signIt)->GetBinContent(bin400), sqrt(emuMasses.at(DATA).at(signIt)->GetBinContent(bin400)));
// printf("nb MC | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) |\n",
// CalcBgSum(emuMasses, allSamplesNoQcd, signIt, bin60), CalcSystErr(emuMasses, systErrMCLuEff, allSamplesNoQcd, signIt, bin60),
// CalcBgSum(emuMasses, allSamplesNoQcd, signIt, bin120), CalcSystErr(emuMasses, systErrMCLuEff, allSamplesNoQcd, signIt, bin120),
// CalcBgSum(emuMasses, allSamplesNoQcd, signIt, bin200), CalcSystErr(emuMasses, systErrMCLuEff, allSamplesNoQcd, signIt, bin200),
// CalcBgSum(emuMasses, allSamplesNoQcd, signIt, bin400), CalcSystErr(emuMasses, systErrMCLuEff, allSamplesNoQcd, signIt, bin400));
// }
// cout << "------------------------------------------------------------------------------------------------------------------------------------------" << endl;
//
// if (qcdEst == 1) {
// //systErrMC.back() = 2 * sqrt(emuMasses.at(DATA).at(SS)->Integral() + pow(CalcSystErr(emuMasses, systErrMCLuEff, allSamplesNoQcd, SS, 1), 2)) / emuMasses.at(qcdInd).at(ALL)->Integral();
// //systErrMC.back() = CalcSystErr(emuMasses, systErrMCLuEff, allSamplesNoQcd, SSCUM, 1) / emuMass_qcd.at(SSCUM)->GetBinContent(1);
// //systErrMCLuEff.back() = systErrMC[qcdErrInd];
//
// cout << endl;
// cout << "---QCD events from SS spectrum:----------------------------------------------------------------------------------------------------------------------------------" << endl;
// cout << "-----------------------------------------------------------------------------------------------------------------------------------------------------------------" << endl;
// printf("nb QCD SS+OS | %9.3f +- %8.3f (%.1f%%) (syst) | %9.3f +- %8.3f (%.1f%%) (syst) | %9.3f +- %8.3f (%.1f%%) (syst) | %9.3f +- %8.3f (%.1f%%) (syst) |\n",
// emuMasses.at(qcdInd).at(ALLCUM)->GetBinContent(bin60), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, onlyQCD, ALLCUM, bin60, -1, calcQcdErr),
// 100 * CalcSystErrWithQCD(emuMasses, systErrMCLuEff, onlyQCD, ALLCUM, bin60, -1, calcQcdErr) / emuMasses.at(qcdInd).at(ALLCUM)->GetBinContent(bin60),
// emuMasses.at(qcdInd).at(ALLCUM)->GetBinContent(bin120), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, onlyQCD, ALLCUM, bin120, -1, calcQcdErr),
// 100 * CalcSystErrWithQCD(emuMasses, systErrMCLuEff, onlyQCD, ALLCUM, bin120, -1, calcQcdErr) / emuMasses.at(qcdInd).at(ALLCUM)->GetBinContent(bin120),
// emuMasses.at(qcdInd).at(ALLCUM)->GetBinContent(bin200), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, onlyQCD, ALLCUM, bin200, -1, calcQcdErr),
// 100 * CalcSystErrWithQCD(emuMasses, systErrMCLuEff, onlyQCD, ALLCUM, bin200, -1, calcQcdErr) / emuMasses.at(qcdInd).at(ALLCUM)->GetBinContent(bin200),
// emuMasses.at(qcdInd).at(ALLCUM)->GetBinContent(bin400), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, onlyQCD, ALLCUM, bin400, -1, calcQcdErr),
// 100 * CalcSystErrWithQCD(emuMasses, systErrMCLuEff, onlyQCD, ALLCUM, bin400, -1, calcQcdErr) / emuMasses.at(qcdInd).at(ALLCUM)->GetBinContent(bin400));
// printf("%% of total MC | %7.3f%% +- %7.3f%% (syst) | %7.3f%% +- %7.3f%% (syst) | %7.3f%% +- %7.3f%% (syst) | %7.3f%% +- %7.3f%% (syst) |\n",
// 100 * emuMasses.at(qcdInd).at(ALLCUM)->GetBinContent(bin60) / CalcBgSum(emuMasses, allSamplesNoQcd, ALLCUM, bin60),
// 100 * CalcSystErrWithQCD(emuMasses, systErrMCLuEff, onlyQCD, ALLCUM, bin60, -1, calcQcdErr) / CalcBgSum(emuMasses, allSamplesNoQcd, ALLCUM, bin60),
// 100 * emuMasses.at(qcdInd).at(ALLCUM)->GetBinContent(bin120) / CalcBgSum(emuMasses, allSamplesNoQcd, ALLCUM, bin120),
// 100 * CalcSystErrWithQCD(emuMasses, systErrMCLuEff, onlyQCD, ALLCUM, bin120, -1, calcQcdErr) / CalcBgSum(emuMasses, allSamplesNoQcd, ALLCUM, bin120),
// 100 * emuMasses.at(qcdInd).at(ALLCUM)->GetBinContent(bin200) / CalcBgSum(emuMasses, allSamplesNoQcd, ALLCUM, bin200),
// 100 * CalcSystErrWithQCD(emuMasses, systErrMCLuEff, onlyQCD, ALLCUM, bin200, -1, calcQcdErr) / CalcBgSum(emuMasses, allSamplesNoQcd, ALLCUM, bin200),
// 100 * emuMasses.at(qcdInd).at(ALLCUM)->GetBinContent(bin400) / CalcBgSum(emuMasses, allSamplesNoQcd, ALLCUM, bin400),
// 100 * CalcSystErrWithQCD(emuMasses, systErrMCLuEff, onlyQCD, ALLCUM, bin400, -1, calcQcdErr) / CalcBgSum(emuMasses, allSamplesNoQcd, ALLCUM, bin400));
// cout << "-----------------------------------------------------------------------------------------------------------------------------------------------------------------" << endl;
// }
//
// // top up bg contribution with qcd
// if (qcdEst > 0) {
// cout << endl;
// cout << "--After adding QCD contribution:----------------------------------------------------------------------------------------------------------" << endl;
// cout << "------------------------------------------------------------------------------------------------------------------------------------------" << endl;
// cout << "M_emu | > 60GeV/c^2 | > 120GeV/c^2 | > 200GeV/c^2 | > 400GeV/c^2 |" << endl;
// cout << "------------------------------------------------------------------------------------------------------------------------------------------" << endl;
// for (unsigned int signIt = 1; signIt < 6; signIt += 2) {
// if (signIt == 3) cout << "-SS-------------------------------------------------------------------------------------------------------------------------------------" << endl;
// if (signIt == 5) cout << "-OS-------------------------------------------------------------------------------------------------------------------------------------" << endl;
// printf("nb data | %5.0f +- %-.3f (stat) | %5.0f +- %-.3f (stat) | %5.0f +- %-.3f (stat) | %5.0f +- %-.3f (stat) |\n",
// emuMasses.at(DATA).at(signIt)->GetBinContent(bin60), sqrt(emuMasses.at(DATA).at(signIt)->GetBinContent(bin60)),
// emuMasses.at(DATA).at(signIt)->GetBinContent(bin120), sqrt((emuMasses.at(DATA).at(signIt))->GetBinContent(bin120)),
// emuMasses.at(DATA).at(signIt)->GetBinContent(bin200), sqrt(emuMasses.at(DATA).at(signIt)->GetBinContent(bin200)),
// emuMasses.at(DATA).at(signIt)->GetBinContent(bin400), sqrt(emuMasses.at(DATA).at(signIt)->GetBinContent(bin400)));
// printf("nb MC | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) |\n",
// CalcBgSum(emuMasses, allSamples, signIt, bin60), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, allSamples, signIt, bin60, -1, calcQcdErr),
// CalcBgSum(emuMasses, allSamples, signIt, bin120), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, allSamples, signIt, bin120, -1, calcQcdErr),
// CalcBgSum(emuMasses, allSamples, signIt, bin200), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, allSamples, signIt, bin200, -1, calcQcdErr),
// CalcBgSum(emuMasses, allSamples, signIt, bin400), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, allSamples, signIt, bin400, -1, calcQcdErr));
// }
// cout << "------------------------------------------------------------------------------------------------------------------------------------------" << endl;
// }
//
// cout << endl;
// cout << "-----------------------------------------------------------------------------------------------------------" << endl;
// cout << "M_emu | 60 - 120GeV/c^2 | 120 - 200GeV/c^2 | 200 - 400GeV/c^2 |" << endl;
// cout << "-----------------------------------------------------------------------------------------------------------" << endl;
// for (unsigned int signIt = 1; signIt < 6; signIt += 2) {
// printf("nb data | %5.0f +- %-.3f (stat) | %5.0f +- %-.3f (stat) | %5.0f +- %-.3f (stat) |\n",
// emuMasses.at(DATA).at(signIt)->GetBinContent(bin60) - emuMasses.at(DATA).at(signIt)->GetBinContent(bin120),
// sqrt(emuMasses.at(DATA).at(signIt)->GetBinContent(bin60) - emuMasses.at(DATA).at(signIt)->GetBinContent(bin120)),
// emuMasses.at(DATA).at(signIt)->GetBinContent(bin120) - emuMasses.at(DATA).at(signIt)->GetBinContent(bin200),
// sqrt(emuMasses.at(DATA).at(signIt)->GetBinContent(bin120) - emuMasses.at(DATA).at(signIt)->GetBinContent(bin200)),
// emuMasses.at(DATA).at(signIt)->GetBinContent(bin200) - emuMasses.at(DATA).at(signIt)->GetBinContent(bin400),
// sqrt(emuMasses.at(DATA).at(signIt)->GetBinContent(bin200) - emuMasses.at(DATA).at(signIt)->GetBinContent(bin400)));
// printf("nb MC | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) |\n",
// CalcBgSum(emuMasses, allSamples, signIt, bin60, bin120), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, allSamples, signIt, bin60, bin120, calcQcdErr),
// CalcBgSum(emuMasses, allSamples, signIt, bin120, bin200), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, allSamples, signIt, bin120, bin200, calcQcdErr),
// CalcBgSum(emuMasses, allSamples, signIt, bin200, bin400), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, allSamples, signIt, bin200, bin400, calcQcdErr));
// cout << "-----------------------------------------------------------------------------------------------------------" << endl;
// }
}