#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 "TLatex.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 = 5700.; const Double_t MASS_HIST_FIT_MIN = 5100.; const Double_t MASS_HIST_FIT_MAX = 5700.; const char *TITLE = "SpruceRD_B0ToHpHmMuMu (#pi^{-} #rightarrow K^{-})"; const char *FILE_NAME = "SpruceRD_B0ToHpHmMuMu_Pim2Km"; const char *MASS_LITERAL = "m(#pi^{+}#pi^{-}_{(#rightarrow K^{-})}#mu^{+}#mu^{-})"; const Double_t K_MASS = 493.677; const Double_t PSI2S_MASS = 3686.093; const Double_t JPSI_MASS = 3096.9; const Double_t KSTAR_MASS = 891.76; struct EventOccurance { int occurances; double initialCalcP; double initialFileP; }; void CreateRooFitAndDraw(TH1D *hist); int analysis_fullstream_b02hphmmumu() { TChain *data_chain = new TChain("B0ToHpHmMuMu/DecayTree"); data_chain->Add("/auto/data/pfeiffer/inclusive_detached_dilepton/data_samples/spruce_magdown_2023_v0r1_tuple_90000000_2023_v0r0p6288631.root"); data_chain->Add("/auto/data/pfeiffer/inclusive_detached_dilepton/data_samples/spruce_magdown_2023_v0_tuple_90000000_v0r0p6288631.root"); Float_t B0_BPVFDCHI2, B0_BPVIPCHI2, L1_BPVIPCHI2, L2_BPVIPCHI2, L1_PT, L2_PT, Jpsi_BPVFDCHI2, Hp_PT, Hp_BPVIPCHI2, Hp_P, Hm_PT, Hm_BPVIPCHI2, Hm_P, Res_PT, Res_BPVIPCHI2, Res_P, B0_P; Double_t L1_PID_MU, L2_PID_MU, B0_CHI2VXNDOF, Jpsi_MAXDOCACHI2, Jpsi_CHI2DOF, Res_CHI2DOF, Hp_PID_K, Hm_PID_K, Jpsi_M, B0_M, Res_MAXDOCACHI2, Res_M; Bool_t L1_ISMUON, L2_ISMUON, Hlt2RD_B0ToKpPimMuMuDecision, 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("B0_M", &B0_M); data_chain->SetBranchAddress("B0_P", &B0_P); data_chain->SetBranchAddress("B0_BPVFDCHI2", &B0_BPVFDCHI2); data_chain->SetBranchAddress("B0_BPVIPCHI2", &B0_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("B0_CHI2VXNDOF", &B0_CHI2VXNDOF); data_chain->SetBranchAddress("Jpsi_MAXDOCACHI2", &Jpsi_MAXDOCACHI2); data_chain->SetBranchAddress("Jpsi_CHI2DOF", &Jpsi_CHI2DOF); data_chain->SetBranchAddress("Res_CHI2DOF", &Res_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("Hm_PT", &Hm_PT); data_chain->SetBranchAddress("Hm_BPVIPCHI2", &Hm_BPVIPCHI2); data_chain->SetBranchAddress("Hm_P", &Hm_P); data_chain->SetBranchAddress("Hm_PID_K", &Hm_PID_K); data_chain->SetBranchAddress("Res_PT", &Res_PT); data_chain->SetBranchAddress("Res_BPVIPCHI2", &Res_BPVIPCHI2); data_chain->SetBranchAddress("Res_P", &Res_P); data_chain->SetBranchAddress("Res_MAXDOCACHI2", &Res_MAXDOCACHI2); data_chain->SetBranchAddress("Res_M", &Res_M); data_chain->SetBranchAddress("Jpsi_BPVFDCHI2", &Jpsi_BPVFDCHI2); data_chain->SetBranchAddress("Jpsi_M", &Jpsi_M); data_chain->SetBranchAddress("Hlt2RD_B0ToKpPimMuMuDecision", &Hlt2RD_B0ToKpPimMuMuDecision); 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, Hm_PX, Hm_PY, Hm_PZ, Hm_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); data_chain->SetBranchAddress("Hm_PX", &Hm_PX); data_chain->SetBranchAddress("Hm_PY", &Hm_PY); data_chain->SetBranchAddress("Hm_PZ", &Hm_PZ); data_chain->SetBranchAddress("Hm_ENERGY", &Hm_ENERGY); TH1D *h1_B0_M_jpsi = new TH1D("h1_B0_M_jpsi", TString::Format("%s (J/#psi)", TITLE), nBins, MASS_HIST_MIN, MASS_HIST_MAX); TH1D *h1_B0_M_jpsi_dupl = new TH1D("h1_B0_M_jpsi_dupl", TString::Format("%s (J/#psi)", TITLE), nBins, MASS_HIST_MIN, MASS_HIST_MAX); TH1D *h1_B0_M_psi2s = new TH1D("h1_B0_M_psi2s", TString::Format("%s (#psi(2S))", TITLE), nBins, MASS_HIST_MIN, MASS_HIST_MAX); TH1D *h1_Res_M = new TH1D("h1_Res_M", "K^{*0} Mass", nBins, 0., 3500.); TH1D *h1_Hm_PID_K = new TH1D("h1_Hm_PID_K", "H^{-} PID K", nBins, -10., 10.); TH1D *h1_Hp_PID_K = new TH1D("h1_Hp_PID_K", "H^{+} PID K", nBins, -10., 10.); std::map, EventOccurance> run_event_num_dict; unsigned int entries = data_chain->GetEntries(); std::cout << "#### Total Entries From Files: " << entries << std::endl; unsigned int fitting_entries = 0; for (unsigned int i = 0; i < entries; i++) { data_chain->GetEntry(i); TLorentzVector l1_4v(L1_PX, L1_PY, L1_PZ, L1_ENERGY); TLorentzVector l2_4v(L2_PX, L2_PY, L2_PZ, L2_ENERGY); // Pi+ -> K+ TVector3 Kp_momentum(Hp_PX, Hp_PY, Hp_PZ); double Kp_energy = TMath::Sqrt(TMath::Sq(K_MASS) + Kp_momentum.Mag2()); TLorentzVector Pim_4v(Hm_PX, Hm_PY, Hm_PZ, Hm_ENERGY); TLorentzVector Kp_4v(Kp_momentum, Kp_energy); Double_t reconstructed_Kp_Pim_Mass = (Kp_4v + Pim_4v).M(); Double_t reconstructed_B0_Kp_Pim_Mass = (Kp_4v + Pim_4v + l1_4v + l2_4v).M(); // Pi- -> K- TVector3 Km_momentum(Hm_PX, Hm_PY, Hm_PZ); double Km_energy = TMath::Sqrt(TMath::Sq(K_MASS) + Km_momentum.Mag2()); TLorentzVector Pip_4v(Hp_PX, Hp_PY, Hp_PZ, Hp_ENERGY); TLorentzVector Km_4v(Km_momentum, Km_energy); Double_t reconstructed_Km_Pip_Mass = (Km_4v + Pip_4v).M(); Double_t reconstructed_B0_Km_Pip_Mass = (Km_4v + Pip_4v + l1_4v + l2_4v).M(); if (( (B0_BPVFDCHI2 > 64) & (B0_CHI2VXNDOF < 9) & (B0_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) & // (Res_PT > 400) & (Res_MAXDOCACHI2 < 36) & (reconstructed_Km_Pip_Mass < 2600) & (Res_CHI2DOF < 25) & (Res_BPVIPCHI2 > 4) & // (Hm_BPVIPCHI2 > 6) & (Hm_PT > 250) & (Hm_P > 2000) & (Hm_PID_K > 0) & // (Hp_BPVIPCHI2 > 6) & (Hp_PT > 250) & (Hp_P > 2000) & (Hp_PID_K < 0)) & // (Hlt2RD_B0ToKpPimMuMuDecision) & (((Hlt2_InclDetDiMuon_4BodyDecision) | (Hlt2_InclDetDiMuon_3BodyDecision) | (Hlt2_InclDetDiMuonDecision)))) { if (TMath::Abs(Jpsi_M - 3096.9) < 100 && ((Hlt1TrackMVADecision) | (Hlt1TwoTrackMVADecision)) && MASS_HIST_FIT_MIN <= reconstructed_B0_Km_Pip_Mass && reconstructed_B0_Km_Pip_Mass <= MASS_HIST_FIT_MAX) { auto calcP = (Km_4v.Vect() + Pip_4v.Vect() + l1_4v.Vect() + l2_4v.Vect()).Mag(); // check for unique run/event number auto run_event_pair = std::make_pair((unsigned int)runNumber, (unsigned long)eventNumber); EventOccurance &run_event_unique_num = run_event_num_dict[run_event_pair]; if (run_event_unique_num.occurances > 0) { std::cout << "R: " << runNumber << " / E: " << eventNumber << ", P Calc = " << calcP << ", P File = " << B0_P << " Init: P Calc = " << run_event_unique_num.initialCalcP << " P File = " << run_event_unique_num.initialFileP << " M = " << reconstructed_B0_Km_Pip_Mass << std::endl; run_event_num_dict[run_event_pair] = EventOccurance{run_event_unique_num.occurances + 1, run_event_unique_num.initialCalcP, run_event_unique_num.initialFileP}; h1_B0_M_jpsi_dupl->Fill(reconstructed_B0_Km_Pip_Mass); } else { run_event_num_dict[run_event_pair] = EventOccurance{1, calcP, B0_P}; h1_B0_M_jpsi->Fill(reconstructed_B0_Km_Pip_Mass); } } } h1_Hm_PID_K->Fill(Hm_PID_K); h1_Hp_PID_K->Fill(Hp_PID_K); 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: " << run_event_num_dict.size() << std::endl; h1_B0_M_jpsi->GetXaxis()->SetTitle(MASS_LITERAL); h1_B0_M_psi2s->GetXaxis()->SetTitle(MASS_LITERAL); h1_B0_M_jpsi_dupl->GetXaxis()->SetTitle(MASS_LITERAL); h1_B0_M_jpsi_dupl->SetLineColor(kRed); TCanvas *c1 = new TCanvas("c1", "c1", 0, 0, 1600, 600); c1->Divide(2, 1); c1->cd(1); h1_B0_M_jpsi->Draw(); h1_B0_M_jpsi_dupl->Draw("SAME"); c1->cd(2); h1_B0_M_psi2s->Draw(); c1->Draw(); c1->SaveAs(TString::Format("images/root_hist_%s_bmass.pdf", FILE_NAME).Data()); TCanvas *c2 = new TCanvas("c2", "c2", 0, 0, 800, 600); h1_Res_M->Draw(); c2->Draw(); TCanvas *c3 = new TCanvas("c3", "c3", 0, 0, 800, 600); h1_Hm_PID_K->SetStats(0); h1_Hm_PID_K->SetLineColor(kRed); h1_Hp_PID_K->SetStats(0); h1_Hm_PID_K->Draw(); h1_Hp_PID_K->Draw("SAME"); c3->BuildLegend(); c3->Draw(); CreateRooFitAndDraw(h1_B0_M_jpsi); return 0; } void CreateRooFitAndDraw(TH1D *hist) { RooRealVar roo_var_mass("var_mass", "B0 Mass Variable", MASS_HIST_FIT_MIN, MASS_HIST_FIT_MAX); roo_var_mass.setRange("fitting_range", MASS_HIST_FIT_MIN, MASS_HIST_FIT_MAX); RooDataHist roohist_B0_M("roohist_B0_M", "B0 Mass Histogram", roo_var_mass, RooFit::Import(*hist)); RooPlot *roo_frame_mass = roo_var_mass.frame(RooFit::Title(TITLE)); roohist_B0_M.plotOn(roo_frame_mass, RooFit::Binning(nBins), RooFit::Name("B Mass Distribution")); roo_frame_mass->GetXaxis()->SetTitle(MASS_LITERAL); // Crystal Ball for Signal RooRealVar var_mass_x0("var_mass_x0", "#mu", 5278., 5170., 5500.); RooRealVar var_mass_sigmaLR("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(1.915); auto var_mass_nL = RooRealConstant::value(0.573); auto var_mass_alphaR = RooRealConstant::value(2.257); auto var_mass_nR = RooRealConstant::value(0.418); RooCrystalBall sig_cb("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("var_mass_bkg_c", "#lambda", -0.0014, -0.004, -0.000); RooExponential bkg_exp("bkg_exp", "Exp Background", roo_var_mass, var_mass_bkg_c); RooRealVar var_mass_nsig("nsig", "Mass N Signal", 0., hist->GetEntries()); RooRealVar var_mass_nbkg("nbkg", "Mass N Background", 0., hist->GetEntries()); // TString pdf_name = TString::Format("%s_sigplusbkg", var_id.c_str()); RooAddPdf sigplusbkg("sigplusbkg", "Sig and Bkg PDF", RooArgList(sig_cb, bkg_exp), RooArgList(var_mass_nsig, var_mass_nbkg)); RooFitResult *fitres = sigplusbkg.fitTo(roohist_B0_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("sigplusbkg")); // 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")); TCanvas *c = new TCanvas("roofit_c", "roofit_c", 0, 0, 800, 600); roo_frame_mass->Draw(); // TLegend *leg1 = new TLegend(0.50, 0.58, 0.87, 0.89); TLegend *leg1 = new TLegend(0.50, 0.80, 0.87, 0.89); leg1->SetFillColor(kWhite); leg1->SetLineColor(kBlack); // leg1->AddEntry(roo_frame_mass->findObject("sigplusbkg"), "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_B0_M.sumEntries()), ""); leg1->Draw(); c->Draw(); c->SaveAs(TString::Format("images/data/roofit_hist_%s_fitted_bmass.pdf", FILE_NAME).Data()); }