hlt1 decision overview, simulation start, abstraction
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416
new_analysis.cpp
416
new_analysis.cpp
@ -43,6 +43,10 @@ const Double_t PSI2S_MASS = 3686.093;
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const Double_t JPSI_MASS = 3096.900;
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const Double_t KSTAR_MASS = 891.760;
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const int PID_KAON = 321;
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const int PID_PION = 211;
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const int PID_MUON = 13;
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class FourVect
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{
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private:
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@ -130,6 +134,28 @@ std::vector<Hlt1Decision> Hlt1Decisions{
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Hlt1Decision{"TwoTrackMVA", 13},
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};
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const std::vector<std::set<std::string>> Hlt1DecisionSets{
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std::set<std::string>{
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"TwoTrackMVA", "TrackMuonMVA", "TrackMVA"},
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std::set<std::string>{
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"TwoTrackMVA", "TrackMuonMVA", "TrackMVA", "LowPtMuon", "LowPtDiMuon", "DisplacedLeptons"},
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std::set<std::string>{
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"TwoTrackMVA", "TrackMuonMVA", "TrackMVA", "DiMuonNoIP", "DiMuonLowMass", "DiMuonHighMass"},
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std::set<std::string>{
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"TwoTrackMVA", "TrackMuonMVA", "TrackMVA", "LowPtMuon", "LowPtDiMuon", "DisplacedLeptons", "DiMuonNoIP", "DiMuonLowMass", "DiMuonHighMass"},
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std::set<std::string>{
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"LowPtMuon", "LowPtDiMuon", "DisplacedLeptons"},
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std::set<std::string>{
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"LowPtMuon", "LowPtDiMuon", "DisplacedLeptons", "DiMuonNoIP", "DiMuonLowMass", "DiMuonHighMass"},
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std::set<std::string>{
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"DiMuonNoIP", "DiMuonLowMass", "DiMuonHighMass"}};
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bool CutHlt1DecisionsAnd(const std::set<std::string> &decision_list)
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{
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bool okay = true;
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@ -156,6 +182,27 @@ bool CutHlt1DecisionsOr(const std::set<std::string> &decision_list)
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return okay;
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}
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bool CutHlt1DecisionsOrOnly(const std::set<std::string> &decision_list)
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{
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bool okay = false;
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for (const auto &var : Hlt1Decisions)
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{
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if (decision_list.find(var.name) != decision_list.end())
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{
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okay = okay || var.value;
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}
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else
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{
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if (var.value)
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{
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okay = false;
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continue;
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}
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}
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}
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return okay;
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}
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void ConnectHlt1Decisions(TChain *chain)
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{
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for (auto &var : Hlt1Decisions)
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@ -198,22 +245,113 @@ void PrintProgress(const char *title, unsigned int total, unsigned int every, un
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}
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}
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RooPlot* CreateRooFitHistogram(TH1D* hist) {
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RooRealVar roo_var_mass("var_mass", "B Mass Variable", B_MASS_VAR_MIN, B_MASS_VAR_MAX);
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roo_var_mass.setRange("fitting_range", B_MASS_VAR_MIN, B_MASS_VAR_MAX);
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RooPlot *CreateRooFitHistogram(TH1D *hist)
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{
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RooRealVar roo_var_mass("var_mass", "B Mass Variable", B_MASS_VAR_MIN, B_MASS_VAR_MAX);
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roo_var_mass.setRange("fitting_range", B_MASS_VAR_MIN, B_MASS_VAR_MAX);
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RooDataHist roohist_B_M("roohist_B_M", "B Mass Histogram", roo_var_mass, RooFit::Import(*hist));
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RooDataHist roohist_B_M("roohist_B_M", "B Mass Histogram", roo_var_mass, RooFit::Import(*hist));
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RooPlot *roo_frame_mass = roo_var_mass.frame(RooFit::Title(hist->GetTitle()));
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roohist_B_M.plotOn(roo_frame_mass, RooFit::Binning(B_MASS_HIST_BINS), RooFit::Name("B Mass Distribution"));
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roo_frame_mass->GetXaxis()->SetTitle(hist->GetXaxis()->GetTitle());
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RooPlot *roo_frame_mass = roo_var_mass.frame(RooFit::Title(hist->GetTitle()));
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roohist_B_M.plotOn(roo_frame_mass, RooFit::Binning(B_MASS_HIST_BINS), RooFit::Name("B Mass Distribution"));
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roo_frame_mass->GetXaxis()->SetTitle(hist->GetXaxis()->GetTitle());
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return roo_frame_mass;
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return roo_frame_mass;
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}
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void CheckHlt1Decisioins(TH2D *incl_hist, TH2D *excl_hist, std::map<std::string, int> &exclusive_hits, const double reco_mass)
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{
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for (const auto &var : Hlt1Decisions)
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{
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if (var.value)
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{
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incl_hist->Fill(reco_mass, var.name.c_str(), 1);
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}
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}
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bool exclusive = true;
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std::string line{};
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for (const auto &var : Hlt1Decisions)
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{
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if (var.value)
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{
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if (!line.empty())
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{
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exclusive = false;
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}
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line = var.name;
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}
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}
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if (!line.empty() && exclusive)
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{
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int &hits = exclusive_hits[line];
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if (hits)
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{
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hits += 1;
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}
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else
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{
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hits = 1;
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}
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excl_hist->Fill(reco_mass, line.c_str(), 1);
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}
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}
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std::vector<TH1D *> CreateHlt1DecisionHistos(const char *analysis_name)
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{
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TH1D *h1_B_Mass_hlt1_1 = new TH1D("h1_B_Mass_hlt1_1", TString::Format("B Mass (1), J/#psi Mode (%s)", analysis_name), B_MASS_HIST_BINS, B_MASS_VAR_MIN, B_MASS_VAR_MAX);
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TH1D *h1_B_Mass_hlt1_12 = new TH1D("h1_B_Mass_hlt1_12", TString::Format("B Mass (12), J/#psi Mode (%s)", analysis_name), B_MASS_HIST_BINS, B_MASS_VAR_MIN, B_MASS_VAR_MAX);
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TH1D *h1_B_Mass_hlt1_13 = new TH1D("h1_B_Mass_hlt1_13", TString::Format("B Mass (13), J/#psi Mode (%s)", analysis_name), B_MASS_HIST_BINS, B_MASS_VAR_MIN, B_MASS_VAR_MAX);
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TH1D *h1_B_Mass_hlt1_123 = new TH1D("h1_B_Mass_hlt1_123", TString::Format("B Mass (123), J/#psi Mode (%s)", analysis_name), B_MASS_HIST_BINS, B_MASS_VAR_MIN, B_MASS_VAR_MAX);
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TH1D *h1_B_Mass_hlt1_2 = new TH1D("h1_B_Mass_hlt1_2", TString::Format("B Mass (2), J/#psi Mode (%s)", analysis_name), B_MASS_HIST_BINS, B_MASS_VAR_MIN, B_MASS_VAR_MAX);
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TH1D *h1_B_Mass_hlt1_23 = new TH1D("h1_B_Mass_hlt1_23", TString::Format("B Mass (23), J/#psi Mode (%s)", analysis_name), B_MASS_HIST_BINS, B_MASS_VAR_MIN, B_MASS_VAR_MAX);
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TH1D *h1_B_Mass_hlt1_3 = new TH1D("h1_B_Mass_hlt1_3", TString::Format("B Mass (3), J/#psi Mode (%s)", analysis_name), B_MASS_HIST_BINS, B_MASS_VAR_MIN, B_MASS_VAR_MAX);
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return {h1_B_Mass_hlt1_1, h1_B_Mass_hlt1_12, h1_B_Mass_hlt1_13, h1_B_Mass_hlt1_123, h1_B_Mass_hlt1_2, h1_B_Mass_hlt1_23, h1_B_Mass_hlt1_3};
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}
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void FillHlt1DecisionHistos(std::vector<TH1D *> histos, double reco_mass)
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{
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for (int i = 0; i < Hlt1DecisionSets.size(); i++)
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{
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if (CutHlt1DecisionsOrOnly(Hlt1DecisionSets[i]))
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{
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histos[i]->Fill(reco_mass);
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// std::cout << " ### Filled " << histos[indx]->GetName() << ". Now: " << histos[indx]->GetEntries() << "." << std::endl;
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}
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}
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}
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void DrawHlt1DecisionHistos(const char *folder, std::vector<TH1D *> histos)
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{
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std::filesystem::create_directory(TString::Format("output_files/analysis/%s", folder).Data());
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TString name = TString::Format("%s_canvas", "hlt1_decisions");
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TCanvas *c = new TCanvas(name, "HLT 1 Decisions", 0, 0, 1200, 700);
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c->Divide(4, 2);
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for (int i = 0; i < histos.size(); i++)
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{
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c->cd(i + 1);
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histos[i]->SetStats(0);
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histos[i]->Draw();
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TLegend *leg1 = new TLegend(0.58, 0.89 - (0.05 * (Hlt1DecisionSets[i].size() + 1)), 0.88, 0.89);
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leg1->SetFillColor(kWhite);
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leg1->SetLineColor(kBlack);
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leg1->SetMargin(0.1);
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std::for_each(Hlt1DecisionSets[i].begin(), Hlt1DecisionSets[i].end(), [leg1](std::string s)
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{ leg1->AddEntry((TObject *)0, s.c_str(), ""); });
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leg1->AddEntry((TObject *)0, TString::Format("# Entries: %d", (int)histos[i]->GetEntries()), "");
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leg1->Draw();
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}
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c->Draw();
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c->SaveAs(TString::Format("output_files/analysis/%s/%s.pdf", folder, name.Data()).Data());
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}
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// %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% Bu To Hp Mu Mu %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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int analyze_bu2hpmumu()
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int analyze_bu2hpmumu_data()
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{
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const char *analysis_name = "BuToHpMuMu";
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const char *end_state_mass_literal = "m(#pi^{+}_{(#rightarrow K^{+})}#mu^{+}#mu^{-})";
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@ -247,6 +385,8 @@ int analyze_bu2hpmumu()
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}
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}
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auto hlt1_decision_histos = CreateHlt1DecisionHistos(analysis_name);
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std::map<std::string, int> exclusive_hits{};
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unsigned int entries = data_chain->GetEntries();
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@ -259,45 +399,11 @@ int analyze_bu2hpmumu()
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if (TMath::Abs(dimuon.M() - JPSI_MASS) < 100.)
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{
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for (const auto &var : Hlt1Decisions)
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{
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if (var.value)
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{
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h2_Hlt1_flags_B_Mass->Fill(reconstructed_B_Mass, var.name.c_str(), 1);
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}
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}
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bool exclusive = true;
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std::string line{};
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for (const auto &var : Hlt1Decisions)
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{
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if (var.value)
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{
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if (!line.empty())
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{
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exclusive = false;
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}
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line = var.name;
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}
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}
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if (!line.empty() && exclusive)
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{
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int &hits = exclusive_hits[line];
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if (hits)
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{
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hits += 1;
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}
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else
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{
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hits = 1;
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}
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h2_Hlt1_flags_excl_B_Mass->Fill(reconstructed_B_Mass, line.c_str(), 1);
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}
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CheckHlt1Decisioins(h2_Hlt1_flags_B_Mass, h2_Hlt1_flags_excl_B_Mass, exclusive_hits, reconstructed_B_Mass);
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FillHlt1DecisionHistos(hlt1_decision_histos, reconstructed_B_Mass);
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}
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if (CutHlt1DecisionsOr({"TwoTrackMuonMVA", "TrackMuonMVA"}))
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if (CutHlt1DecisionsOr({"TwoTrackMuonMVA", "DiMuonHighMass"}))
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{
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if (TMath::Abs(dimuon.M() - JPSI_MASS) < 100.)
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{
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@ -328,6 +434,101 @@ int analyze_bu2hpmumu()
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DrawInDefaultCanvas(roofit_hist_jpsi, analysis_name, 0.1);
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DrawInDefaultCanvas(roofit_hist_psi2s, analysis_name, 0.1);
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DrawHlt1DecisionHistos(analysis_name, hlt1_decision_histos);
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return 0;
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}
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int analyze_bu2hpmumu_simulation()
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{
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const char *analysis_name = "BuToHpMuMu_noPID";
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const char *end_state_mass_literal = "m(#pi^{+}_{(#rightarrow K^{+})}#mu^{+}#mu^{-})";
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TChain *sim_chain = new TChain(TString::Format("%s/DecayTree", analysis_name));
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sim_chain->Add("/auto/data/pfeiffer/inclusive_detached_dilepton/MC/rd_btoxll_simulation_fullstream_v0r0p6671378_BuToKpMuMu_12143001_magdown.root");
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FourVect *l14v = FourVect::Init(sim_chain, "L1");
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FourVect *l24v = FourVect::Init(sim_chain, "L2");
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FourVect *hp4v = FourVect::Init(sim_chain, "Hp");
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Int_t B_BKGCAT, L1_TRUEID, L2_TRUEID, Hp_TRUEID;
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sim_chain->SetBranchAddress("L1_TRUEID", &L1_TRUEID);
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sim_chain->SetBranchAddress("L2_TRUEID", &L2_TRUEID);
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sim_chain->SetBranchAddress("Hp_TRUEID", &Hp_TRUEID);
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sim_chain->SetBranchAddress("B_BKGCAT", &B_BKGCAT);
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TH1D *h1_B_Mass_jpsi = new TH1D("h1_B_Mass_jpsi", TString::Format("B Mass, J/#psi Mode (%s)", analysis_name), B_MASS_HIST_BINS, B_MASS_VAR_MIN, B_MASS_VAR_MAX);
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TH1D *h1_B_Mass_psi2s = new TH1D("h1_B_Mass_psi2s", TString::Format("B Mass, #psi(2S) Mode (%s)", analysis_name), B_MASS_HIST_BINS, B_MASS_VAR_MIN, B_MASS_VAR_MAX);
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TH2D *h2_Hlt1_flags_B_Mass = new TH2D("h2_Hlt1_flags_B_Mass", "Hlt1 Decision vs B Mass", 50, 5100, 5400, 13, 1., 14.);
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TH2D *h2_Hlt1_flags_excl_B_Mass = new TH2D("h2_Hlt1_flags_excl_B_Mass", "Excl Hlt1 Decision vs B Mass", 50, 5100, 5400, 13, 1., 14.);
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h1_B_Mass_jpsi->GetXaxis()->SetTitle(end_state_mass_literal);
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h1_B_Mass_psi2s->GetXaxis()->SetTitle(end_state_mass_literal);
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h2_Hlt1_flags_B_Mass->GetXaxis()->SetTitle(end_state_mass_literal);
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h2_Hlt1_flags_excl_B_Mass->GetXaxis()->SetTitle(end_state_mass_literal);
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ConnectHlt1Decisions(sim_chain);
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for (const auto &var : Hlt1Decisions)
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{
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if (sim_chain->FindBranch(var.GetName().c_str()))
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{
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h2_Hlt1_flags_B_Mass->Fill(0., var.name.c_str(), 0.);
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h2_Hlt1_flags_excl_B_Mass->Fill(0., var.name.c_str(), 0.);
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}
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}
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std::map<std::string, int> exclusive_hits{};
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unsigned int entries = sim_chain->GetEntries();
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for (unsigned int i = 0; i < entries; i++)
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{
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sim_chain->GetEntry(i);
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if (B_BKGCAT == 30 && TMath::Abs(L1_TRUEID) == PID_MUON && L2_TRUEID == -L1_TRUEID && TMath::Abs(Hp_TRUEID) == PID_KAON)
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{
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TLorentzVector dimuon = l14v->LorentzVector() + l24v->LorentzVector();
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Double_t reconstructed_B_Mass = (hp4v->LorentzVector(K_MASS) + dimuon).M();
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if (TMath::Abs(dimuon.M() - JPSI_MASS) < 100.)
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{
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CheckHlt1Decisioins(h2_Hlt1_flags_B_Mass, h2_Hlt1_flags_excl_B_Mass, exclusive_hits, reconstructed_B_Mass);
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}
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if (CutHlt1DecisionsOr({"TwoTrackMuonMVA", "DiMuonHighMass"}))
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{
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if (TMath::Abs(dimuon.M() - JPSI_MASS) < 100.)
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{
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h1_B_Mass_jpsi->Fill(reconstructed_B_Mass);
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}
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else if (TMath::Abs(dimuon.M() - PSI2S_MASS) < 100.)
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{
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h1_B_Mass_psi2s->Fill(reconstructed_B_Mass);
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}
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}
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}
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PrintProgress(analysis_name, entries, 10000, i);
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}
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std::cout << "# Exclusive Hits" << std::endl;
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for (const auto &[line, hits] : exclusive_hits)
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{
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std::cout << line << ": " << hits << std::endl;
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}
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DrawInDefaultCanvas(h2_Hlt1_flags_B_Mass, analysis_name, 0.16, "COLZ");
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DrawInDefaultCanvas(h2_Hlt1_flags_excl_B_Mass, analysis_name, 0.16, "COLZ");
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DrawInDefaultCanvas(h1_B_Mass_jpsi, analysis_name, 0.1);
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DrawInDefaultCanvas(h1_B_Mass_psi2s, analysis_name, 0.1);
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auto roofit_hist_jpsi = CreateRooFitHistogram(h1_B_Mass_jpsi);
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auto roofit_hist_psi2s = CreateRooFitHistogram(h1_B_Mass_psi2s);
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DrawInDefaultCanvas(roofit_hist_jpsi, analysis_name, 0.1);
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DrawInDefaultCanvas(roofit_hist_psi2s, analysis_name, 0.1);
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return 0;
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}
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@ -386,12 +587,12 @@ int analyze_b02hphmmumu()
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if (Hp_PID_K > 0 && Hm_PID_K < 0)
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{
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continue;
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lv_hp = hp4v->LorentzVector(K_MASS);
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lv_hm = hm4v->LorentzVector();
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}
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else if (Hp_PID_K < 0 && Hm_PID_K > 0)
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{
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continue;
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lv_hp = hp4v->LorentzVector();
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lv_hm = hm4v->LorentzVector(K_MASS);
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}
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@ -405,45 +606,10 @@ int analyze_b02hphmmumu()
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if (TMath::Abs(dimuon.M() - JPSI_MASS) < 100.)
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{
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for (const auto &var : Hlt1Decisions)
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{
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if (var.value)
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{
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h2_Hlt1_flags_B_Mass->Fill(reconstructed_B_Mass, var.name.c_str(), 1);
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}
|
||||
}
|
||||
|
||||
bool exclusive = true;
|
||||
std::string line{};
|
||||
for (const auto &var : Hlt1Decisions)
|
||||
{
|
||||
if (var.value)
|
||||
{
|
||||
if (!line.empty())
|
||||
{
|
||||
exclusive = false;
|
||||
}
|
||||
|
||||
line = var.name;
|
||||
}
|
||||
}
|
||||
|
||||
if (!line.empty() && exclusive)
|
||||
{
|
||||
int &hits = exclusive_hits[line];
|
||||
if (hits)
|
||||
{
|
||||
hits += 1;
|
||||
}
|
||||
else
|
||||
{
|
||||
hits = 1;
|
||||
}
|
||||
h2_Hlt1_flags_excl_B_Mass->Fill(reconstructed_B_Mass, line.c_str(), 1);
|
||||
}
|
||||
CheckHlt1Decisioins(h2_Hlt1_flags_B_Mass, h2_Hlt1_flags_excl_B_Mass, exclusive_hits, reconstructed_B_Mass);
|
||||
}
|
||||
|
||||
if (CutHlt1DecisionsOr({"TwoTrackMuonMVA", "TrackMuonMVA"}))
|
||||
if (CutHlt1DecisionsOr({"TwoTrackMuonMVA", "DiMuonHighMass"}))
|
||||
{
|
||||
if (TMath::Abs(reconstructed_Kstar_Mass - KSTAR_MASS) < 50.)
|
||||
{
|
||||
@ -467,8 +633,6 @@ int analyze_b02hphmmumu()
|
||||
std::cout << line << ": " << hits << std::endl;
|
||||
}
|
||||
|
||||
|
||||
|
||||
DrawInDefaultCanvas(h2_Hlt1_flags_B_Mass, analysis_name, 0.16, "COLZ");
|
||||
DrawInDefaultCanvas(h2_Hlt1_flags_excl_B_Mass, analysis_name, 0.16, "COLZ");
|
||||
DrawInDefaultCanvas(h1_B_Mass_jpsi, analysis_name, 0.1);
|
||||
@ -529,45 +693,10 @@ int analyze_Hlt2RD_BuToKpMuMu()
|
||||
|
||||
if (TMath::Abs(dimuon.M() - JPSI_MASS) < 100.)
|
||||
{
|
||||
for (const auto &var : Hlt1Decisions)
|
||||
{
|
||||
if (var.value)
|
||||
{
|
||||
h2_Hlt1_flags_B_Mass->Fill(reconstructed_B_Mass, var.name.c_str(), 1);
|
||||
}
|
||||
}
|
||||
|
||||
bool exclusive = true;
|
||||
std::string line{};
|
||||
for (const auto &var : Hlt1Decisions)
|
||||
{
|
||||
if (var.value)
|
||||
{
|
||||
if (!line.empty())
|
||||
{
|
||||
exclusive = false;
|
||||
}
|
||||
|
||||
line = var.name;
|
||||
}
|
||||
}
|
||||
|
||||
if (!line.empty() && exclusive)
|
||||
{
|
||||
int &hits = exclusive_hits[line];
|
||||
if (hits)
|
||||
{
|
||||
hits += 1;
|
||||
}
|
||||
else
|
||||
{
|
||||
hits = 1;
|
||||
}
|
||||
h2_Hlt1_flags_excl_B_Mass->Fill(reconstructed_B_Mass, line.c_str(), 1);
|
||||
}
|
||||
CheckHlt1Decisioins(h2_Hlt1_flags_B_Mass, h2_Hlt1_flags_excl_B_Mass, exclusive_hits, reconstructed_B_Mass);
|
||||
}
|
||||
|
||||
if (CutHlt1DecisionsOr({"TwoTrackMuonMVA", "TrackMuonMVA"}))
|
||||
if (CutHlt1DecisionsOr({"TwoTrackMuonMVA", "DiMuonHighMass"}))
|
||||
{
|
||||
if (TMath::Abs(dimuon.M() - JPSI_MASS) < 100.)
|
||||
{
|
||||
@ -651,45 +780,10 @@ int analyze_Hlt2RD_B0ToKpPimMuMu()
|
||||
|
||||
if (TMath::Abs(dimuon.M() - JPSI_MASS) < 100.)
|
||||
{
|
||||
for (const auto &var : Hlt1Decisions)
|
||||
{
|
||||
if (var.value)
|
||||
{
|
||||
h2_Hlt1_flags_B_Mass->Fill(reconstructed_B_Mass, var.name.c_str(), 1);
|
||||
}
|
||||
}
|
||||
|
||||
bool exclusive = true;
|
||||
std::string line{};
|
||||
for (const auto &var : Hlt1Decisions)
|
||||
{
|
||||
if (var.value)
|
||||
{
|
||||
if (!line.empty())
|
||||
{
|
||||
exclusive = false;
|
||||
}
|
||||
|
||||
line = var.name;
|
||||
}
|
||||
}
|
||||
|
||||
if (!line.empty() && exclusive)
|
||||
{
|
||||
int &hits = exclusive_hits[line];
|
||||
if (hits)
|
||||
{
|
||||
hits += 1;
|
||||
}
|
||||
else
|
||||
{
|
||||
hits = 1;
|
||||
}
|
||||
h2_Hlt1_flags_excl_B_Mass->Fill(reconstructed_B_Mass, line.c_str(), 1);
|
||||
}
|
||||
CheckHlt1Decisioins(h2_Hlt1_flags_B_Mass, h2_Hlt1_flags_excl_B_Mass, exclusive_hits, reconstructed_B_Mass);
|
||||
}
|
||||
|
||||
if (CutHlt1DecisionsOr({"TwoTrackMuonMVA", "TrackMuonMVA"}))
|
||||
if (CutHlt1DecisionsOr({"TwoTrackMuonMVA", "DiMuonHighMass"}))
|
||||
{
|
||||
if (TMath::Abs(reconstructed_Kstar_Mass - KSTAR_MASS) < 50.)
|
||||
{
|
||||
@ -728,5 +822,5 @@ int analyze_Hlt2RD_B0ToKpPimMuMu()
|
||||
|
||||
int new_analysis()
|
||||
{
|
||||
return analyze_Hlt2RD_B0ToKpPimMuMu();
|
||||
return analyze_bu2hpmumu_data();
|
||||
}
|
||||
Loading…
Reference in New Issue
Block a user