#include "TH1D.h" #include "TH2D.h" #include "THStack.h" #include "TGraph.h" #include "TTree.h" #include "TChain.h" #include "TFile.h" #include "TCanvas.h" #include "TROOT.h" #include "TStyle.h" #include "TColor.h" #include "TLorentzVector.h" #include "TRandom3.h" #include "TLegend.h" #include "RooDataHist.h" #include "RooRealVar.h" #include "RooPlot.h" #include "RooGaussian.h" #include "RooExponential.h" #include "RooRealConstant.h" #include "RooAddPdf.h" #include "RooFitResult.h" #include "RooProduct.h" #include "RooCrystalBall.h" #include "RooBreitWigner.h" #include "RooArgSet.h" #include "RooFFTConvPdf.h" #include "RooNovosibirsk.h" #include #include #include const int nBins = 70; const Double_t MASS_HIST_MIN = 5100.; const Double_t MASS_HIST_MAX = 6000.; const Double_t MASS_HIST_FIT_MIN = 5100.; const Double_t MASS_HIST_FIT_MAX = 6000.; const Double_t K_MASS = 493.677; const Double_t PSI2S_MASS = 3686.093; const Double_t JPSI_MASS = 3096.900; const Double_t KSTAR_MASS = 891.760; void CreateRooFitAndDraw(TH1D *hist, const char *name); const char *TITLE = "SpruceRD_BuToHpMuMu (#pi^{+} #rightarrow K^{+}, Small Cut)"; const char *FILE_NAME = "SpruceRD_BuToHpMuMu_Pip2Kp_smallcut"; const char *MASS_LITERAL = "m(#pi^{+}_{(#rightarrow K^{+})}#mu^{+}#mu^{-})"; struct Hlt1Decision { std::string name; int index; int flag; Bool_t value; std::string GetName() const { return TString::Format("Hlt1%sDecision", name.c_str()).Data(); } Bool_t *GetValuePointer() { return &value; } }; const int FLAG_TrackMVA = 0b0000100000000000; const int FLAG_TwoTrackMVA = 0b0001000000000000; std::vector Hlt1Decisions{ Hlt1Decision{"DiMuonHighMass", 1, 0b0000000000000001}, // 0001 Hlt1Decision{"DiMuonLowMass", 2, 0b0000000000000010}, // 0002 Hlt1Decision{"DiMuonNoIP", 3, 0b0000000000000100}, // 0004 Hlt1Decision{"DiMuonSoft", 4, 0b0000000000001000}, // 0008 Hlt1Decision{"DisplacedLeptons", 5, 0b0000000000010000}, // 0016 Hlt1Decision{"LowPtDiMuon", 6, 0b0000000000100000}, // 0032 Hlt1Decision{"LowPtMuon", 7, 0b0000000001000000}, // 0064 Hlt1Decision{"OneMuonTrackLine", 8, 0b0000000010000000}, // 0128 Hlt1Decision{"SingleHighEt", 9, 0b0000000100000000}, // 0256 Hlt1Decision{"SingleHighPtMuon", 10, 0b0000001000000000}, // 0512 Hlt1Decision{"TrackMVA", 11, FLAG_TrackMVA}, // 1024 Hlt1Decision{"TrackMuonMVA", 12, 0b0000100000000000}, // 2048 Hlt1Decision{"TwoTrackMVA", 13, FLAG_TwoTrackMVA}, // 4096 }; // 0b0001000000000000 // 0b0001000000110111 void ConnectHlt1Decisions(TChain *chain) { for (auto &var : Hlt1Decisions) { chain->SetBranchAddress(var.GetName().c_str(), var.GetValuePointer()); } } int CombineHlt1DecisionFlags() { int result = 0; for (const auto &var : Hlt1Decisions) { if (var.value) { result = result | var.flag; } } return result; } int analysis_fullstream_bu2hpmumu() { TChain *data_chain = new TChain("BuToHpMuMu/DecayTree"); data_chain->Add("/auto/data/pfeiffer/inclusive_detached_dilepton/data_samples/spruce_magdown_2023_v0_tuple_90000000_v0r0p6288631.root"); data_chain->Add("/auto/data/pfeiffer/inclusive_detached_dilepton/data_samples/spruce_magdown_2023_v0r1_tuple_90000000_2023_v0r0p6288631.root"); Float_t B_BPVFDCHI2, B_BPVIPCHI2, L1_BPVIPCHI2, L2_BPVIPCHI2, L1_PT, L2_PT, Jpsi_BPVFDCHI2, Hp_PT, Hp_BPVIPCHI2, Hp_P; Double_t L1_PID_MU, L2_PID_MU, B_CHI2VXNDOF, Jpsi_MAXDOCACHI2, Jpsi_CHI2DOF, Hp_PID_K, Jpsi_M, B_M; Bool_t L1_ISMUON, L2_ISMUON, Hlt2RD_BuToKpMuMuDecision, Hlt2_InclDetDiMuon_4BodyDecision, Hlt2_InclDetDiMuon_3BodyDecision, Hlt2_InclDetDiMuonDecision, Hlt1TrackMVADecision, Hlt1TwoTrackMVADecision; UInt_t runNumber; ULong64_t eventNumber; data_chain->SetBranchAddress("RUNNUMBER", &runNumber); data_chain->SetBranchAddress("EVENTNUMBER", &eventNumber); data_chain->SetBranchAddress("B_M", &B_M); data_chain->SetBranchAddress("B_BPVFDCHI2", &B_BPVFDCHI2); data_chain->SetBranchAddress("B_BPVIPCHI2", &B_BPVIPCHI2); data_chain->SetBranchAddress("L1_BPVIPCHI2", &L1_BPVIPCHI2); data_chain->SetBranchAddress("L2_BPVIPCHI2", &L2_BPVIPCHI2); data_chain->SetBranchAddress("L1_PID_MU", &L1_PID_MU); data_chain->SetBranchAddress("L2_PID_MU", &L2_PID_MU); data_chain->SetBranchAddress("L1_ISMUON", &L1_ISMUON); data_chain->SetBranchAddress("L2_ISMUON", &L2_ISMUON); data_chain->SetBranchAddress("L1_PT", &L1_PT); data_chain->SetBranchAddress("L2_PT", &L2_PT); data_chain->SetBranchAddress("B_CHI2VXNDOF", &B_CHI2VXNDOF); data_chain->SetBranchAddress("Jpsi_MAXDOCACHI2", &Jpsi_MAXDOCACHI2); data_chain->SetBranchAddress("Jpsi_CHI2DOF", &Jpsi_CHI2DOF); data_chain->SetBranchAddress("Hp_PT", &Hp_PT); data_chain->SetBranchAddress("Hp_BPVIPCHI2", &Hp_BPVIPCHI2); data_chain->SetBranchAddress("Hp_P", &Hp_P); data_chain->SetBranchAddress("Hp_PID_K", &Hp_PID_K); data_chain->SetBranchAddress("Jpsi_BPVFDCHI2", &Jpsi_BPVFDCHI2); data_chain->SetBranchAddress("Jpsi_M", &Jpsi_M); data_chain->SetBranchAddress("Hlt2RD_BuToKpMuMuDecision", &Hlt2RD_BuToKpMuMuDecision); data_chain->SetBranchAddress("Hlt2_InclDetDiMuon_4BodyDecision", &Hlt2_InclDetDiMuon_4BodyDecision); data_chain->SetBranchAddress("Hlt2_InclDetDiMuon_3BodyDecision", &Hlt2_InclDetDiMuon_3BodyDecision); data_chain->SetBranchAddress("Hlt2_InclDetDiMuonDecision", &Hlt2_InclDetDiMuonDecision); data_chain->SetBranchAddress("Hlt1TrackMVADecision", &Hlt1TrackMVADecision); data_chain->SetBranchAddress("Hlt1TwoTrackMVADecision", &Hlt1TwoTrackMVADecision); Float_t L1_PX, L1_PY, L1_PZ, L1_ENERGY, L2_PX, L2_PY, L2_PZ, L2_ENERGY, Hp_PX, Hp_PY, Hp_PZ, Hp_ENERGY; data_chain->SetBranchAddress("L1_PX", &L1_PX); data_chain->SetBranchAddress("L1_PY", &L1_PY); data_chain->SetBranchAddress("L1_PZ", &L1_PZ); data_chain->SetBranchAddress("L1_ENERGY", &L1_ENERGY); data_chain->SetBranchAddress("L2_PX", &L2_PX); data_chain->SetBranchAddress("L2_PY", &L2_PY); data_chain->SetBranchAddress("L2_PZ", &L2_PZ); data_chain->SetBranchAddress("L2_ENERGY", &L2_ENERGY); data_chain->SetBranchAddress("Hp_PX", &Hp_PX); data_chain->SetBranchAddress("Hp_PY", &Hp_PY); data_chain->SetBranchAddress("Hp_PZ", &Hp_PZ); data_chain->SetBranchAddress("Hp_ENERGY", &Hp_ENERGY); // ConnectHlt1Decisions(data_chain); TH1D *h1_B_M_jpsi = new TH1D("h1_B_M_jpsi", "B Mass, J/#psi Mode", nBins, MASS_HIST_MIN, MASS_HIST_MAX); TH1D *h1_B_M_psi2s = new TH1D("h1_B_M_psi2s", "B Mass, #psi(2S) Mode", nBins, MASS_HIST_MIN, MASS_HIST_MAX); TH1D *h1_JPsi_M = new TH1D("h1_JPsi_M", "J/#psi", nBins, JPSI_MASS - 100., PSI2S_MASS + 100.); // TH2D *h2_Hlt1_flags_B_Mass = new TH2D("h2_Hlt1_flags_B_Mass", "Hlt1 Decision vs B Mass", 50, 5100, 5400, 13, 1., 14.); // 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.); // h2_Hlt1_flags_B_Mass->SetCanExtend(TH1::kYaxis); // for (const auto &var : Hlt1Decisions) // { // h2_Hlt1_flags_B_Mass->Fill(0., var.name.c_str(), 0.); // h2_Hlt1_flags_excl_B_Mass->Fill(0., var.name.c_str(), 0.); // } std::map, int> run_event_num_dict; unsigned int entries = data_chain->GetEntries(); unsigned int selected_entries = 0; for (unsigned int i = 0; i < entries; i++) { data_chain->GetEntry(i); TVector3 K_momentum(Hp_PX, Hp_PY, Hp_PZ); double K_energy = TMath::Sqrt(TMath::Sq(K_MASS) + K_momentum.Mag2()); TLorentzVector K_4v(K_momentum, K_energy); TLorentzVector l1_4v(L1_PX, L1_PY, L1_PZ, L1_ENERGY); TLorentzVector l2_4v(L2_PX, L2_PY, L2_PZ, L2_ENERGY); Double_t reconstructed_B_Mass = (K_4v + l1_4v + l2_4v).M(); // int combinedFlags = CombineHlt1DecisionFlags(); // bool trackMVADec = (((combinedFlags & FLAG_TrackMVA) == FLAG_TrackMVA) | ((combinedFlags & FLAG_TwoTrackMVA) == FLAG_TwoTrackMVA)); // if (TMath::Abs(Jpsi_M - JPSI_MASS) < 100 && trackMVADec) // { // for (const auto &var : Hlt1Decisions) // { // if (var.value) // { // h2_Hlt1_flags_B_Mass->Fill(reconstructed_B_Mass, var.name.c_str(), 1); // } // } // for (const auto &var : Hlt1Decisions) // { // if (var.value) // { // h2_Hlt1_flags_excl_B_Mass->Fill(reconstructed_B_Mass, var.name.c_str(), 1); // break; // } // } // } // std::cout << "HLT1 Decision Flags: " << combinedFlags << std::endl; // if (trackMVADec) // { // h1_JPsi_M->Fill(Jpsi_M); // if (TMath::Abs(Jpsi_M - JPSI_MASS) < 100) // { // h1_B_M_jpsi->Fill(reconstructed_B_Mass); // } // else if (TMath::Abs(Jpsi_M - PSI2S_MASS) < 100) // { // h1_B_M_psi2s->Fill(reconstructed_B_Mass); // } // } // if ( // (((B_BPVFDCHI2 > 36) & (B_CHI2VXNDOF < 16) & (B_BPVIPCHI2 < 25) & (Jpsi_MAXDOCACHI2 < 36) & (L1_BPVIPCHI2 > 9) & (L2_BPVIPCHI2 > 9) & (L1_PID_MU > -3) & (L2_PID_MU > -3) & (L1_ISMUON) & (L2_ISMUON) & (L1_PT > 350) & (L2_PT > 350) & (Jpsi_CHI2DOF < 9) & (Jpsi_BPVFDCHI2 > 16) & (Jpsi_M < 5500) & (Hp_PT > 400) & (Hp_BPVIPCHI2 > 6) & (Hp_PT > 400) & (Hp_BPVIPCHI2 > 6) & (Hp_P > 2000) & (Hp_PID_K > -4)) & (Hlt2RD_BuToKpMuMuDecision) & (((Hlt2_InclDetDiMuon_4BodyDecision) | (Hlt2_InclDetDiMuon_3BodyDecision) | (Hlt2_InclDetDiMuonDecision))))) // { if ((TMath::Abs(Jpsi_M - 3096.9) < 100) & ((Hlt1TrackMVADecision) | (Hlt1TwoTrackMVADecision))) { // check for unique run/event number selected_entries++; auto run_event_pair = std::make_pair((unsigned int)runNumber, (unsigned long)eventNumber); int &run_event_unique_num = run_event_num_dict[run_event_pair]; if (run_event_unique_num) { run_event_unique_num = run_event_unique_num + 1; std::cout << "R: " << runNumber << " / E: " << eventNumber << " / # " << run_event_unique_num << ", M = " << reconstructed_B_Mass << " MeV" << std::endl; } else { run_event_unique_num = 1; h1_B_M_jpsi->Fill(reconstructed_B_Mass); } } // } if ((i + 1) % 10000 == 0 || i + 1 == entries) { std::cout << "[" << FILE_NAME << "] Processed event: " << i + 1 << " (" << TString::Format("%.2f", ((double)(i + 1) / (double)entries) * 100.) << "%)" << std::endl; } } std::cout << "#### " << run_event_num_dict.size() << " out of " << selected_entries << " unique (" << TString::Format("%.2f", ((double)(run_event_num_dict.size()) / (double)selected_entries) * 100.) << "%)." << std::endl; TCanvas *c1 = new TCanvas("c1", "c1", 0, 0, 1400, 600); c1->Divide(2, 1); c1->cd(1); h1_B_M_jpsi->Draw(); c1->cd(2); h1_B_M_psi2s->Draw(); c1->Draw(); c1->SaveAs(TString::Format("images/root_hist_%s_%s_bmass.pdf", FILE_NAME, "jpsi_psi2s").Data()); TCanvas *c2 = new TCanvas("c2", "c2", 0, 0, 800, 600); h1_JPsi_M->SetStats(0); h1_JPsi_M->Draw(); c2->Draw(); // TCanvas *c3 = new TCanvas("c3", "c3", 0, 0, 1400, 600); // c3->Divide(2, 1, 0.04); // c3->cd(1); // //c3->SetLeftMargin(0.40); // h2_Hlt1_flags_B_Mass->SetStats(0); // h2_Hlt1_flags_B_Mass->Draw("COLZ"); // c3->cd(2); // //c3->SetLeftMargin(0.40); // h2_Hlt1_flags_excl_B_Mass->SetStats(0); // h2_Hlt1_flags_excl_B_Mass->Draw("COLZ"); // c3->Draw(); // c3->SaveAs(TString::Format("images/root_hist_%s_hlt1dec.pdf", FILE_NAME).Data()); CreateRooFitAndDraw(h1_B_M_jpsi, "jpsi"); // CreateRooFitAndDraw(h1_B_M_psi2s, "psi2s"); // zweiter Plot, welche exklusiv von *einer* HLT1 Line getriggert werden // DecProd Cut in Decfile von MonteCarlo Production // --> Lumi * (B Prod Crosssection für B-Prouktion) * (Branching Frcation B->J/Psi K) * (Brranch Fraction J/Psi->mumu) * Effizienz return 0; } void CreateRooFitAndDraw(TH1D *hist, const char *name) { auto suffix = [name](const char *text) { return TString::Format("%s%s", text, ""); }; RooRealVar roo_var_mass(suffix("var_mass"), "B Mass Variable", MASS_HIST_FIT_MIN, MASS_HIST_FIT_MAX); roo_var_mass.setRange("fitting_range", MASS_HIST_FIT_MIN, MASS_HIST_FIT_MAX); TString hist_name = suffix("roohist_B_M"); RooDataHist roohist_B_M(hist_name, "B Mass Histogram", roo_var_mass, RooFit::Import(*hist)); RooPlot *roo_frame_mass = roo_var_mass.frame(RooFit::Title(TITLE)); roohist_B_M.plotOn(roo_frame_mass, RooFit::Binning(nBins), RooFit::Name(hist_name)); roo_frame_mass->GetXaxis()->SetTitle(MASS_LITERAL); // Crystal Ball for Signal RooRealVar var_mass_x0(suffix("var_mass_x0"), "#mu", 5278., 5170., 5500.); RooRealVar var_mass_sigmaLR(suffix("var_mass_sigmaLR"), "#sigma_{LR}", 16., 5., 40.); // Same Variables for Left and Right Tail // RooRealVar var_mass_alphaL("var_mass_alphaL", "#alpha_{L}", 2., 0., 4.); // RooRealVar var_mass_nL("var_mass_nL", "n_{L}", 5., 0., 15.); // RooRealVar var_mass_alphaR("var_mass_alphaR", "#alpha_{R}", 2., 0., 4.); // RooRealVar var_mass_nR("var_mass_nR", "n_{R}", 5., 0., 15.); auto var_mass_alphaL = RooRealConstant::value(1.894); auto var_mass_nL = RooRealConstant::value(1.120); auto var_mass_alphaR = RooRealConstant::value(2.446); auto var_mass_nR = RooRealConstant::value(1.146); RooCrystalBall sig_cb(suffix("sig_cb"), "Signal Crystal Ball", roo_var_mass, var_mass_x0, var_mass_sigmaLR, var_mass_alphaL, var_mass_nL, var_mass_alphaR, var_mass_nR); // Exponential for Background RooRealVar var_mass_bkg_c(suffix("var_mass_bkg_c"), "#lambda", -0.0014, -0.004, -0.000); RooExponential bkg_exp(suffix("bkg_exp"), "Exp Background", roo_var_mass, var_mass_bkg_c); RooRealVar var_mass_nsig(suffix("nsig"), "Mass N Signal", 0., hist->GetEntries()); RooRealVar var_mass_nbkg(suffix("nbkg"), "Mass N Background", 0., hist->GetEntries()); TString pdf_name = suffix("sigplusbkg"); RooAddPdf sigplusbkg(pdf_name, "Sig and Bkg PDF", RooArgList(sig_cb, bkg_exp), RooArgList(var_mass_nsig, var_mass_nbkg)); // RooFitResult *fitres = sigplusbkg.fitTo(roohist_B_M, RooFit::Save(), RooFit::PrintLevel(1), RooFit::Range("fitting_range")); // sigplusbkg.plotOn(roo_frame_mass, RooFit::VisualizeError(*fitres, 1), RooFit::FillColor(kOrange + 1), RooFit::FillStyle(3144)); // sigplusbkg.plotOn(roo_frame_mass, RooFit::LineColor(kRed), RooFit::LineStyle(kSolid), RooFit::Range("fitting_range"), RooFit::Name(pdf_name)); // sigplusbkg.plotOn(roo_frame_mass, RooFit::Components(RooArgSet(bkg_exp)), RooFit::LineColor(kBlue - 7), RooFit::LineStyle(kDashed), RooFit::Range("fitting_range"), RooFit::Name("bkg_exp")); // sigplusbkg.plotOn(roo_frame_mass, RooFit::Components(RooArgSet(sig_cb)), RooFit::LineColor(kRed - 7), RooFit::LineStyle(kDashed), RooFit::Range("fitting_range"), RooFit::Name("sig_cb")); // RooPlot *roo_frame_pull = roo_var_mass.frame(RooFit::Title("Pull Distribution")); // roo_frame_pull->addPlotable(roo_frame_mass->pullHist(hist_name, pdf_name), "P"); TCanvas *c = new TCanvas(suffix("roofit_c"), "roofit_c", 0, 0, 800, 600); // auto *p2 = new TPad(suffix("p2"), "Pull", 0., 0., 1., 0.3); // p2->Draw(); // p2->SetTopMargin(0.001); // p2->SetBottomMargin(0.3); // p2->SetGrid(); // auto *p1 = new TPad(suffix("p1"), "Fit", 0., 0.32, 1., 1.); // p1->Draw(); // p1->SetBottomMargin(0.001); // p1->cd(); roo_frame_mass->Draw(); TLegend *leg1 = new TLegend(0.50, 0.80, 0.87, 0.89); leg1->SetFillColor(kWhite); leg1->SetLineColor(kBlack); // leg1->AddEntry(roo_frame_mass->findObject(pdf_name), "Signal + Background", "LP"); // leg1->AddEntry(roo_frame_mass->findObject("sig_cb"), "Signal", "LP"); // leg1->AddEntry(roo_frame_mass->findObject("bkg_exp"), "Background", "LP"); // leg1->AddEntry((TObject *)0, "", ""); // leg1->AddEntry((TObject *)0, TString::Format("%s = %.3f #pm %.3f", var_mass_x0.getTitle().Data(), var_mass_x0.getVal(), var_mass_x0.getError()).Data(), ""); // leg1->AddEntry((TObject *)0, TString::Format("%s = %.3f #pm %.3f", var_mass_sigmaLR.getTitle().Data(), var_mass_sigmaLR.getVal(), var_mass_sigmaLR.getError()).Data(), ""); // leg1->AddEntry((TObject *)0, TString::Format("%s = %.6f #pm %.6f", var_mass_bkg_c.getTitle().Data(), var_mass_bkg_c.getVal(), var_mass_bkg_c.getError()).Data(), ""); // leg1->AddEntry((TObject *)0, TString::Format("%s = %.3f #pm %.3f", "S", var_mass_nsig.getVal(), var_mass_nsig.getError()).Data(), ""); // leg1->AddEntry((TObject *)0, TString::Format("%s = %.3f #pm %.3f", "B", var_mass_nbkg.getVal(), var_mass_nbkg.getError()).Data(), ""); leg1->AddEntry((TObject *)0, TString::Format("Entries: %.0f", roohist_B_M.sumEntries()), ""); leg1->Draw(); // p2->cd(); // roo_frame_pull->Draw(); c->Draw(); c->SaveAs(TString::Format("images/data/roofit_hist_%s_bmass.pdf", suffix(FILE_NAME).Data()).Data()); }