#include "TH1D.h" #include "TH2D.h" #include "THStack.h" #include "TGraph.h" #include "TTree.h" #include "TF1.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 "TLorentzVector.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 = 5150.; // const Double_t MASS_HIST_MAX = 5450.; // const Double_t MASS_HIST_FIT_MIN = 5150.; // const Double_t MASS_HIST_FIT_MAX = 5450.; const Double_t MASS_HIST_MIN = 4000.; const Double_t MASS_HIST_MAX = 8500.; const Double_t MASS_HIST_FIT_MIN = 5100.; const Double_t MASS_HIST_FIT_MAX = 6000.; // PDG Values const Double_t J_PSI_MASS = 3096.916; const Double_t PSI_2S_MASS = 3686.09; const Double_t K_MASS = 493.677; const Double_t K_STAR_0_MASS = 891.67; const std::string SAVE_PATH = "/work/pfeiffer/inclusive_detached_dilepton/status_report"; struct FitParams { Double_t lambda; Double_t mean; Double_t sigma; Double_t sig_yield; Double_t bkg_yield; FitParams(Double_t lambda, Double_t mean, Double_t sigma, Double_t sig_yield, Double_t bkg_yield) { this->lambda = lambda; this->mean = mean; this->sigma = sigma; this->sig_yield = sig_yield; this->bkg_yield = bkg_yield; } }; struct AnalysisOutput { std::string title; std::string name; std::string root_file; std::string root_file_tree; std::string B_name; int k_charge; const std::string suf(std::string input) { return TString::Format("%s_%s", input.c_str(), name.c_str()).Data(); } const std::string title_suf(std::string input) { return TString::Format("%s [%s]", input.c_str(), title.c_str()).Data(); } }; void CreateRooFitAndSavePDF(TH1D *hist, AnalysisOutput ana, const char *name); std::vector PlotWithParams(TH1D *hist, AnalysisOutput ana); bool inRange(double value, double center, double low_intvl, double up_intvl) { return center - low_intvl < value && value < center + up_intvl; } bool inRange(double value, double center, double intvl) { return inRange(value, center, intvl, intvl); } void savePDF(TObject *o, const char *decay, const char *name, Option_t *opt = "") { auto cname = TString::Format("%s_%s", decay, name); std::cout << " ----- " << cname.Data() << " - " << decay << " - " << name << std::endl; auto c = new TCanvas(cname.Data(), cname.Data(), 0, 0, 800, 600); o->Draw(opt); c->SaveAs(TString::Format("%s/%s.jpg", SAVE_PATH.c_str(), cname.Data())); // c->Draw(); } RooHelpers::LocalChangeMsgLevel changeMsgLvl(RooFit::WARNING); int status_report_plots() { // gROOT->ProcessLine(".x /work/pfeiffer/lhcbStyle.C"); std::vector anas{ AnalysisOutput{"SpruceRD_BuToHpMuMu", "BuToKpMuMu_incl", "/auto/data/pfeiffer/inclusive_detached_dilepton/data_samples/Collision23_Beam6800GeV-VeloClosed-MagDown-Excl-UT_RealData_Sprucing23r1_90000000_RD.root", "SpruceRD_BuToHpMuMu/DecayTree", "B", 0}, // AnalysisOutput{"SpruceRD_BuToHpMuMu (ap)", "BuToKpMuMu_incl_ap", "/auto/data/pfeiffer/inclusive_detached_dilepton/data_samples/spruce_magdown_2023_v0r1_tuple_90000000_2023_v0r0p6288631.root", "BuToHpMuMu/DecayTree", "B", "1395.27 +/- 58"}, // AnalysisOutput{"Hlt2RD_BuToKpMuMu_2023", "BuToKpMuMu_excl", "/auto/data/pfeiffer/inclusive_detached_dilepton/data_samples/Collision23_Beam6800GeV-VeloClosed-MagDown-Excl-UT_RealData_SprucingPass23r1_94000000_RD.root", "Hlt2RD_BuToKpMuMu_2023/DecayTree", "B", 0 }, // // AnalysisOutput{"Hlt2RD_", "BuToKpMuMu_excl_ap23", "/auto/data/pfeiffer/inclusive_detached_dilepton/data_samples/turbopass_magdown_2023_v1_tuple_94000000_2023_v0r0p6201764.root", "BuToKpMuMu23/DecayTree", "B", "803.769 +/- 34"}, // AnalysisOutput{"SpruceRD_B0ToHpHmMuMu K+", "B0ToKpPimMuMu_Kp_incl", "/auto/data/pfeiffer/inclusive_detached_dilepton/data_samples/Collision23_Beam6800GeV-VeloClosed-MagDown-Excl-UT_RealData_Sprucing23r1_90000000_RD.root", "SpruceRD_B0ToHpHmMuMu/DecayTree", "B0", 1 }, // AnalysisOutput{"SpruceRD_B0ToHpHmMuMu K-", "B0ToKpPimMuMu_Km_incl", "/auto/data/pfeiffer/inclusive_detached_dilepton/data_samples/Collision23_Beam6800GeV-VeloClosed-MagDown-Excl-UT_RealData_Sprucing23r1_90000000_RD.root", "SpruceRD_B0ToHpHmMuMu/DecayTree", "B0", -1 }, // AnalysisOutput{"SpruceRD_B0ToHpHmMuMu (ap)", "B0ToKpPimMuMu_incl_ap", "/auto/data/pfeiffer/inclusive_detached_dilepton/data_samples/spruce_magdown_2023_v0r1_tuple_90000000_2023_v0r0p6288631.root", "B0ToHpHmMuMu/DecayTree", "B0", ""}, // AnalysisOutput{"Hlt2RD_B0ToKpPimMuMu_2023", "B0ToKpPimMuMu_excl", "/auto/data/pfeiffer/inclusive_detached_dilepton/data_samples/Collision23_Beam6800GeV-VeloClosed-MagDown-Excl-UT_RealData_SprucingPass23r1_94000000_RD.root", "Hlt2RD_B0ToKpPimMuMu_2023/DecayTree", "B0", 0 }, // AnalysisOutput{"Hlt2RD_B0ToKpPimMuMu_2023 AP", "B0ToKpPimMuMu_excl_ap23", "/auto/data/pfeiffer/inclusive_detached_dilepton/data_samples/turbopass_magdown_2023_v1_tuple_94000000_2023_v0r0p6201764.root", "B0ToKpPimMuMu23/DecayTree", "B0", ""}, // AnalysisOutput{"Hlt2B2CC_BuToJpsiKplus_JpsiToMuMu_Detached", "BuToJpsiKplus_det", "/auto/data/pfeiffer/inclusive_detached_dilepton/data_samples/Collision23_Beam6800GeV-VeloClosed-MagDown-Excl-UT_RealData_SprucingPass23r1_94000000_B2CC.root", "Hlt2B2CC_BuToJpsiKplus_JpsiToMuMu_Detached/DecayTree", "B", 0 }, }; for (size_t a = 0; a < anas.size(); a++) { auto ana = anas[a]; TChain *data_chain = new TChain(ana.root_file_tree.c_str()); data_chain->Add(ana.root_file.c_str()); Double_t B_M, // 4400 -> 8200 Jpsi_M, // 200 -> 6600 muminus_PID_MU, muplus_PID_MU, muminus_PID_K, muplus_PID_K, Kplus_PID_K; Float_t muminus_PT, muplus_PT, Kplus_PT, Kplus_P; Int_t Kplus_Q; Bool_t muplus_ISMUON, muminus_ISMUON, Hlt1TrackMVADecision, Hlt1TwoTrackMVADecision; data_chain->SetBranchAddress(TString::Format("%s_M", ana.B_name.c_str()).Data(), &B_M); data_chain->SetBranchAddress("Jpsi_M", &Jpsi_M); data_chain->SetBranchAddress("muplus_ISMUON", &muplus_ISMUON); data_chain->SetBranchAddress("muminus_ISMUON", &muminus_ISMUON); data_chain->SetBranchAddress("Hlt1TrackMVADecision", &Hlt1TrackMVADecision); data_chain->SetBranchAddress("Hlt1TwoTrackMVADecision", &Hlt1TwoTrackMVADecision); data_chain->SetBranchAddress("Kplus_Q", &Kplus_Q); // manually sub mass hyp Double_t L1_M, L2_M, Hp_M; 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; if (ana.name == "BuToKpMuMu_incl_ap" || ana.name == "B0ToKpPimMuMu_incl_ap") { data_chain->SetBranchAddress("L1_M", &L1_M); data_chain->SetBranchAddress("L2_M", &L2_M); data_chain->SetBranchAddress("Hp_M", &Hp_M); 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); } Float_t muplus_PX, muplus_PY, muplus_PZ, muplus_ENERGY, muminus_PX, muminus_PY, muminus_PZ, muminus_ENERGY; data_chain->SetBranchAddress("muplus_PX", &muplus_PX); data_chain->SetBranchAddress("muplus_PY", &muplus_PY); data_chain->SetBranchAddress("muplus_PZ", &muplus_PZ); data_chain->SetBranchAddress("muplus_ENERGY", &muplus_ENERGY); data_chain->SetBranchAddress("muminus_PX", &muminus_PX); data_chain->SetBranchAddress("muminus_PY", &muminus_PY); data_chain->SetBranchAddress("muminus_PZ", &muminus_PZ); data_chain->SetBranchAddress("muminus_ENERGY", &muminus_ENERGY); Double_t Kst0_M, Kplus_M, piminus_M; Float_t Kst0_PX, Kst0_PY, Kst0_PZ, Kst0_ENERGY, Kplus_PX, Kplus_PY, Kplus_PZ, Kplus_ENERGY, piminus_PX, piminus_PY, piminus_PZ, piminus_ENERGY; if (ana.B_name == "B0") { data_chain->SetBranchAddress("Kst0_M", &Kst0_M); data_chain->SetBranchAddress("Kst0_PX", &Kst0_PX); data_chain->SetBranchAddress("Kst0_PY", &Kst0_PY); data_chain->SetBranchAddress("Kst0_PZ", &Kst0_PZ); data_chain->SetBranchAddress("Kst0_ENERGY", &Kst0_ENERGY); data_chain->SetBranchAddress("Kplus_M", &Kplus_M); data_chain->SetBranchAddress("Kplus_PX", &Kplus_PX); data_chain->SetBranchAddress("Kplus_PY", &Kplus_PY); data_chain->SetBranchAddress("Kplus_PZ", &Kplus_PZ); data_chain->SetBranchAddress("Kplus_ENERGY", &Kplus_ENERGY); data_chain->SetBranchAddress("piminus_M", &piminus_M); data_chain->SetBranchAddress("piminus_PX", &piminus_PX); data_chain->SetBranchAddress("piminus_PY", &piminus_PY); data_chain->SetBranchAddress("piminus_PZ", &piminus_PZ); data_chain->SetBranchAddress("piminus_ENERGY", &piminus_ENERGY); } TH1D *h1_B_M = new TH1D(ana.suf("h1_B_M").c_str(), ana.title_suf("B Mass").c_str(), nBins, MASS_HIST_MIN, MASS_HIST_MAX); TH1D *h1_B_M_JPsi_cut = new TH1D(ana.suf("h1_B_M_JPsi_cut").c_str(), ana.title_suf("B Mass").c_str(), nBins, MASS_HIST_FIT_MIN, MASS_HIST_FIT_MAX); TH1D *h1_B_M_Psi2s_cut = new TH1D(ana.suf("h1_B_M_Psi2s_cut").c_str(), ana.title_suf("B Mass").c_str(), nBins, MASS_HIST_FIT_MIN, MASS_HIST_FIT_MAX); TH1D *h1_Jpsi_M = new TH1D(ana.suf("h1_Jpsi_M").c_str(), ana.title_suf("J/#psi Mass").c_str(), nBins, 200., 5500.); TH1D *h1_Jpsi_M_align = new TH1D(ana.suf("h1_Jpsi_M_align").c_str(), ana.title_suf("J/#psi Mass Align").c_str(), nBins, J_PSI_MASS - 200., J_PSI_MASS + 200.); TH2D *h2_B_M_Jpsi_M = new TH2D(ana.suf("h2_B_M_Jpsi_M").c_str(), ana.title_suf("B Mass vs. J/#psi Mass").c_str(), nBins, MASS_HIST_FIT_MIN, MASS_HIST_FIT_MAX, nBins, 200., 5500.); TH1D *h1_Kst0_M = new TH1D(ana.suf("h1_Kst0_M").c_str(), ana.title_suf("K*0 Mass").c_str(), nBins, 600., 3000.); TH1D *h1_Kpi_M = new TH1D(ana.suf("h1_Kpi_M").c_str(), ana.title_suf("K #pi Mass").c_str(), nBins, 600., 3000.); h1_B_M->GetXaxis()->SetTitle(TString::Format("m(%s) / MeV", ana.B_name.c_str()).Data()); h1_B_M_JPsi_cut->GetXaxis()->SetTitle(TString::Format("m(%s) / MeV", ana.B_name.c_str()).Data()); h1_Jpsi_M->GetXaxis()->SetTitle("m(#mu#mu) / MeV"); unsigned int entries = data_chain->GetEntries(); for (unsigned int i = 0; i < entries; i++) { if (i % 10000 == 0) { std::cout << "[" << ana.name << "] Processing event: " << i << " (" << TString::Format("%.2f", ((double)i / (double)entries) * 100.) << "%)" << std::endl; } data_chain->GetEntry(i); if (ana.k_charge != 0 && Kplus_Q != ana.k_charge) { continue; } // if (!(muplus_ISMUON && muminus_ISMUON && (Hlt1TrackMVADecision | Hlt1TwoTrackMVADecision))) // { // continue; // } Double_t used_B_Mass = 0; // manually sub mass hyp if (ana.name == "BuToKpMuMu_incl_ap") { 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); used_B_Mass = (K_4v + l1_4v + l2_4v).M(); } else { used_B_Mass = B_M; } TLorentzVector muplus_4v(muplus_PX, muplus_PY, muplus_PZ, muplus_ENERGY); TLorentzVector muminus_4v(muminus_PX, muminus_PY, muminus_PZ, muminus_ENERGY); Double_t calc_q2 = h1_B_M->Fill(used_B_Mass); h1_Jpsi_M->Fill(Jpsi_M); h1_Jpsi_M_align->Fill(Jpsi_M); h2_B_M_Jpsi_M->Fill(used_B_Mass, Jpsi_M); if (ana.B_name == "B0") { TLorentzVector kplus_4v(Kplus_PX, Kplus_PY, Kplus_PZ, Kplus_ENERGY); TLorentzVector piminus_4v(piminus_PX, piminus_PY, piminus_PZ, piminus_ENERGY); TLorentzVector kst0_4v(Kst0_PX, Kst0_PY, Kst0_PZ, Kst0_ENERGY); Double_t kpi_mass = (kplus_4v + piminus_4v).M(); Double_t kst0_mass = kst0_4v.M(); if (TMath::Abs(kpi_mass - K_STAR_0_MASS) < 100.) { h1_Kst0_M->Fill(kst0_mass); h1_Kpi_M->Fill(kpi_mass); if (TMath::Abs(Jpsi_M - J_PSI_MASS) < 60.) { h1_B_M_JPsi_cut->Fill(used_B_Mass); } else if (TMath::Abs(Jpsi_M - PSI_2S_MASS) < 60.) { h1_B_M_Psi2s_cut->Fill(used_B_Mass); } } } else { if (TMath::Abs(Jpsi_M - J_PSI_MASS) < 60.) { h1_B_M_JPsi_cut->Fill(used_B_Mass); } else if (TMath::Abs(Jpsi_M - PSI_2S_MASS) < 60.) { h1_B_M_Psi2s_cut->Fill(used_B_Mass); } } } h1_B_M->GetYaxis()->SetTitle(TString::Format("Events").Data()); h1_B_M_JPsi_cut->GetYaxis()->SetTitle(TString::Format("Events").Data()); h1_Jpsi_M->GetYaxis()->SetTitle(TString::Format("Events").Data()); h1_B_M->SetMinimum(0); h1_B_M_JPsi_cut->SetMinimum(0); h1_Jpsi_M->SetMinimum(0); h2_B_M_Jpsi_M->SetMinimum(0); h1_B_M->SetStats(0); h1_B_M_JPsi_cut->SetStats(0); h1_Jpsi_M->SetStats(0); h2_B_M_Jpsi_M->SetStats(0); // auto fitRes = CreateRooFit(h1_B_M_JPsi_cut, ana); // auto paramsPlot = PlotWithParams(h1_B_M_JPsi_cut, ana); // savePDF(h1_B_M, ana.name.c_str(), "B_M_uncut"); // savePDF(h1_Jpsi_M, ana.name.c_str(), "JPsi_M_uncut"); // savePDF(h1_B_M_JPsi_cut, ana.name.c_str(), "B_M_JPsi_cut"); // savePDF(h1_Jpsi_M_align, ana.name.c_str(), "JPsi_M_uncut_al"); // savePDF(h2_B_M_Jpsi_M, ana.name.c_str(), "B_M_vs_Jpsi_M"); CreateRooFitAndSavePDF(h1_B_M_JPsi_cut, ana, "B_mass_JPsi_cut_fit"); CreateRooFitAndSavePDF(h1_B_M_Psi2s_cut, ana, "B_mass_Psi2s_cut_fit"); if (ana.B_name == "B0") { savePDF(h1_Kst0_M, ana.name.c_str(), "Kst0_M_uncut"); savePDF(h1_Kpi_M, ana.name.c_str(), "Kpi_M_uncut"); } } return 0; } void CreateRooFitAndSavePDF(TH1D *hist, AnalysisOutput ana, const char *name) { RooRealVar roo_var_mass(ana.suf("var_mass").c_str(), TString::Format("m(%s)", ana.B_name.c_str()).Data(), MASS_HIST_FIT_MIN, MASS_HIST_FIT_MAX); roo_var_mass.setRange("fitting_range", MASS_HIST_FIT_MIN, MASS_HIST_FIT_MAX); std::string hist_name = ana.suf("hist_B_M"); RooDataHist roohist_B_M(hist_name.c_str(), "B Mass Histogram", roo_var_mass, RooFit::Import(*hist)); // RooRealVar roo_sig_bw_mean(ana.suf("sig_mean").c_str(), "Mass BW Mean", 5250., 5100., 5400.); // RooRealVar roo_sig_bw_with(ana.suf("sig_width").c_str(), "Mass BW Width", 20., 0., 50.); // RooBreitWigner roo_sig_bw(ana.suf("roo_sig_bw").c_str(), "B Signal Breit Wigner", roo_var_mass, roo_sig_bw_mean, roo_sig_bw_with); RooRealVar roo_sig_gauss_mean(ana.suf("sig_mean").c_str(), "#mu", 5250., 5100., 5400.); RooRealVar roo_sig_gauss_sigma(ana.suf("sig_sigma").c_str(), "#sigma", 20., 0., 50.); RooGaussian roo_sig_gauss(ana.suf("sig_gauss").c_str(), "B Signal Gaussian", roo_var_mass, roo_sig_gauss_mean, roo_sig_gauss_sigma); // RooRealVar roo_sig_tail(ana.suf("sig_tail").c_str(), "#lambda_{sig}", -0.5, -1., 0.); // RooNovosibirsk roo_sig_nov(ana.suf("sig_nov").c_str(), "B Signal Nov", roo_var_mass, roo_sig_gauss_mean, roo_sig_gauss_sigma, roo_sig_tail); // RooRealVar roo_sig_add_gau_exp_frac(ana.suf("sig_add_gau_exp_frac").c_str(), "sig exp gau frac", 0.5, 0., 1.); // RooAddPdf roo_sig_add_gau_exp(ana.suf("sig_add_gau_exp").c_str(), "B Mass Signal Gaus + Exp", roo_sig_gauss, roo_sig_exp, roo_sig_add_gau_exp_frac); // RooFFTConvPdf roo_sig_conv_gau_exp(ana.suf("sig_conv_gau_exp").c_str(), "Exp (x) Gauss", roo_var_mass, roo_sig_gauss, roo_sig_exp); RooRealVar roo_bkg_exp_c(ana.suf("bkg_exp_c").c_str(), "#lambda_{bkg}", -0.001145, -0.00199, -0.00100); RooExponential roo_bkg_exp(ana.suf("bkg_exp").c_str(), "B Mass Background Exp", roo_var_mass, roo_bkg_exp_c); roo_bkg_exp.asTF() RooRealVar roo_var_mass_sig_yield(ana.suf("sig_yield").c_str(), "N_{Sig}", 0., hist->GetEntries()); RooRealVar roo_var_mass_bkg_yield(ana.suf("bkg_yield").c_str(), "N_{Bkg}", 0., hist->GetEntries()); std::string pdf_name = ana.suf("pdf_sig_plus_bkg"); RooAddPdf roo_pdf_sig_plus_bkg(pdf_name.c_str(), "Sig + Bkg PDF", RooArgList(roo_sig_gauss, roo_bkg_exp), RooArgList(roo_var_mass_sig_yield, roo_var_mass_bkg_yield)); RooPlot *roo_frame_mass = roo_var_mass.frame(RooFit::Title(ana.title_suf("B Mass Fit").c_str())); roohist_B_M.plotOn(roo_frame_mass, RooFit::Binning(nBins), RooFit::Name(hist_name.c_str())); RooFitResult *fitres = roo_pdf_sig_plus_bkg.fitTo(roohist_B_M, RooFit::Save(), RooFit::PrintLevel(1), RooFit::Range("fitting_range")); auto name_fit_func_sig = ana.suf("fit_fsig"); auto name_fit_func_bkg = ana.suf("fit_fbkg"); roo_pdf_sig_plus_bkg.plotOn(roo_frame_mass, RooFit::LineColor(kRed), RooFit::LineStyle(kSolid), RooFit::Range("fitting_range"), RooFit::Name(pdf_name.c_str())); roo_pdf_sig_plus_bkg.plotOn(roo_frame_mass, RooFit::Name(name_fit_func_bkg.c_str()), RooFit::Components(RooArgSet(roo_bkg_exp)), RooFit::LineColor(kBlue), RooFit::LineStyle(kDashed), RooFit::Range("fitting_range")); roo_pdf_sig_plus_bkg.plotOn(roo_frame_mass, RooFit::Name(name_fit_func_sig.c_str()), RooFit::Components(RooArgSet(roo_sig_gauss)), RooFit::FillStyle(3244), RooFit::LineColor(kRed - 7), RooFit::LineStyle(kDashed), RooFit::Range("fitting_range")); // roo_pdf_sig_plus_bkg.paramOn(roo_frame_mass, RooFit::Layout(0.45, 0.99, 0.90)); // roo_frame_mass->getAttText()->SetTextSize(0.030); RooPlot *roo_frame_pull = roo_var_mass.frame(RooFit::Title(".")); roo_frame_pull->addPlotable(roo_frame_mass->pullHist(hist_name.c_str(), pdf_name.c_str()), "P"); Float_t title_size = 0.083; Float_t label_size = 0.073; roo_frame_pull->GetXaxis()->SetTitle(TString::Format("m(%s)", ana.B_name.c_str()).Data()); roo_frame_pull->GetXaxis()->SetTitleSize(title_size); roo_frame_pull->GetYaxis()->SetTitleSize(title_size); roo_frame_pull->GetXaxis()->SetLabelSize(label_size); roo_frame_pull->GetYaxis()->SetLabelSize(label_size); auto cname = TString::Format("%s_%s", ana.name.c_str(), name); auto c = new TCanvas(cname.Data(), cname.Data(), 0, 0, 800, 600); auto p2 = new TPad(TString::Format("%s_p2", name), "Lower Pad", 0., 0., 1., 0.3); p2->Draw(); p2->SetTopMargin(0.001); p2->SetBottomMargin(0.3); p2->SetGrid(); auto *p1 = new TPad(TString::Format("%s_p1", name), "Upper Pad", 0., 0.32, 1., 1.); p1->Draw(); p1->SetBottomMargin(0.001); p1->cd(); roo_frame_mass->Draw(); TLegend *leg1 = new TLegend(0.58, 0.50, 0.96, 0.87); // leg1->SetFillColor(kWhite); leg1->SetLineColor(kWhite); leg1->AddEntry(roo_frame_mass->findObject(pdf_name.c_str()), "Signal + Background", "LP"); leg1->AddEntry(roo_frame_mass->findObject(name_fit_func_sig.c_str()), "Signal", "LP"); leg1->AddEntry(roo_frame_mass->findObject(name_fit_func_bkg.c_str()), "Background", "LP"); leg1->AddEntry((TObject *)0, TString::Format("%s = %.2f #pm %.2f", roo_sig_gauss_mean.getTitle().Data(), roo_sig_gauss_mean.getVal(), roo_sig_gauss_mean.getError()).Data(), ""); leg1->AddEntry((TObject *)0, TString::Format("%s = %.2f #pm %.2f", roo_sig_gauss_sigma.getTitle().Data(), roo_sig_gauss_sigma.getVal(), roo_sig_gauss_sigma.getError()).Data(), ""); // leg1->AddEntry((TObject *)0, TString::Format("%s = %.8f #pm %.8f", roo_sig_tail.getTitle().Data(), roo_sig_tail.getVal(), roo_sig_tail.getError()).Data(), ""); leg1->AddEntry((TObject *)0, TString::Format("%s = %.8f #pm %.8f", roo_bkg_exp_c.getTitle().Data(), roo_bkg_exp_c.getVal(), roo_bkg_exp_c.getError()).Data(), ""); leg1->AddEntry((TObject *)0, TString::Format("%s = %.2f #pm %.2f", roo_var_mass_sig_yield.getTitle().Data(), roo_var_mass_sig_yield.getVal(), roo_var_mass_sig_yield.getError()).Data(), ""); leg1->AddEntry((TObject *)0, TString::Format("%s = %.2f #pm %.2f", roo_var_mass_bkg_yield.getTitle().Data(), roo_var_mass_bkg_yield.getVal(), roo_var_mass_bkg_yield.getError()).Data(), ""); leg1->Draw(); p2->cd(); roo_frame_pull->Draw(); c->SaveAs(TString::Format("%s/%s.png", SAVE_PATH.c_str(), cname.Data())); } // std::vector PlotWithParams(TH1D *hist, AnalysisOutput ana) // { // RooRealVar roo_var_mass(ana.suf("var_mass").c_str(), TString::Format("m(%s)", ana.B_name).Data(), MASS_HIST_FIT_MIN, MASS_HIST_FIT_MAX); // roo_var_mass.setRange("fitting_range", MASS_HIST_FIT_MIN, MASS_HIST_FIT_MAX); // std::string hist_name = ana.suf("hist_B_M"); // RooDataHist roohist_B_M(hist_name.c_str(), "B Mass Histogram", roo_var_mass, RooFit::Import(*hist)); // // RooRealVar roo_sig_bw_mean(ana.suf("sig_mean").c_str(), "Mass BW Mean", 5250., 5100., 5400.); // // RooRealVar roo_sig_bw_with(ana.suf("sig_width").c_str(), "Mass BW Width", 20., 0., 50.); // // RooBreitWigner roo_sig_bw(ana.suf("roo_sig_bw").c_str(), "B Signal Breit Wigner", roo_var_mass, roo_sig_bw_mean, roo_sig_bw_with); // RooGaussian roo_sig_gauss(ana.suf("sig_gauss").c_str(), "B Signal Breit Wigner", roo_var_mass, RooRealConstant::value(ana.fit_params.mean), RooRealConstant::value(ana.fit_params.sigma)); // RooExponential roo_bkg_exp(ana.suf("bkg_exp").c_str(), "B Mass Background Exp", roo_var_mass, RooRealConstant::value(ana.fit_params.lambda)); // std::string pdf_name = ana.suf("pdf_sig_plus_bkg"); // RooAddPdf roo_pdf_sig_plus_bkg(pdf_name.c_str(), "Sig + Bkg PDF", // RooArgList(roo_sig_gauss, roo_bkg_exp), // RooArgList(RooRealConstant::value(ana.fit_params.sig_yield), RooRealConstant::value(ana.fit_params.bkg_yield))); // RooPlot *roo_frame_mass = roo_var_mass.frame(RooFit::Title(TString::Format("%s [%s]", ana.name.c_str(), ana.title.c_str()).Data())); // roohist_B_M.plotOn(roo_frame_mass, RooFit::Binning(nBins), RooFit::Name(hist_name.c_str())); // roo_pdf_sig_plus_bkg.plotOn(roo_frame_mass, RooFit::LineColor(kRed), RooFit::LineStyle(kDashed), RooFit::Range("fitting_range"), RooFit::Name(pdf_name.c_str())); // roo_pdf_sig_plus_bkg.plotOn(roo_frame_mass, RooFit::Components(RooArgSet(roo_bkg_exp)), RooFit::LineColor(kBlue), RooFit::LineStyle(kDashed), RooFit::Range("fitting_range")); // roo_pdf_sig_plus_bkg.plotOn(roo_frame_mass, RooFit::Components(RooArgSet(roo_sig_gauss)), RooFit::FillStyle(3244), RooFit::LineColor(kRed - 7), RooFit::LineStyle(kDashed), RooFit::Range("fitting_range")); // return std::vector{roo_frame_mass}; // }