#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 "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 #include #include const int nBins = 70; 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.; const Double_t J_PSI_MASS = 3096.916; const std::string SAVE_PATH = "/work/pfeiffer/inclusive_detached_dilepton/status_report"; struct AnalysisOutput { std::string title; std::string name; std::string root_file; std::string root_file_tree; std::string B_name; std::string paper_yield; 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(); } }; std::vector CreateRooFit(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, 800); o->Draw(opt); c->SaveAs(TString::Format("%s/%s.jpg", SAVE_PATH.c_str(), cname.Data())); // c->Draw(); } void savePDF(TObject* o1, TObject* o2, const char* decay, const char* name) { 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, 800); 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(); o1->Draw(); p2->cd(); o2->Draw(); c->SaveAs(TString::Format("%s/%s.jpg", SAVE_PATH.c_str(), cname.Data())); } 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/BuToKpMuMu_Collision23_Beam6800GeV-VeloClosed-MagDown-Excl-UT_RealData_Sprucing23r1_90000000_RD.root", "SpruceRD_BuToKpMuMu/DecayTree", "Bplus", ""}, // AnalysisOutput{"BuToKpMuMu Inclusive, AnaProd NTuple", "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/BuToKpMuMu_Collision23_Beam6800GeV-VeloClosed-MagDown-Excl-UT_RealData_SprucingPass23r1_94000000_RD.root", "Hlt2RD_BuToKpMuMu_2023/DecayTree", "Bplus", "803.769 +/- 34" }, // 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", "B0ToKpPimMuMu_incl", "/auto/data/pfeiffer/inclusive_detached_dilepton/data_samples/B0ToKpPimMuMu_Collision23_Beam6800GeV-VeloClosed-MagDown-Excl-UT_RealData_Sprucing23r1_90000000_RD.root", "SpruceRD_B0ToKpPimMuMu/DecayTree", "B0", "" }, // AnalysisOutput{"B0ToKpPimMuMu_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/B0ToKpPimMuMu_Collision23_Beam6800GeV-VeloClosed-MagDown-Excl-UT_RealData_SprucingPass23r1_94000000_RD.root", "Hlt2RD_B0ToKpPimMuMu_2023/DecayTree", "B0", "" }, 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{"BuToJpsiKplus_det", "/auto/data/pfeiffer/inclusive_detached_dilepton/data_samples/BuToJpsiKplus_Detached_Collision23_Beam6800GeV-VeloClosed-MagDown-Excl-UT_RealData_SprucingPass23r1_94000000_B2CC.root", "Hlt2B2CC_BuToJpsiKplus_JpsiToMuMu_Detached/DecayTree", "Bplus", "unknown" }, }; 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 Float_t muplus_PX, // 0 -> 30 * 10^3 muplus_PY, // 0 -> 7000 muplus_PZ, // 0 -> 3 muplus_ENERGY, // 0 -> 26 * 10^3 muminus_PX, // 0 -> 7 muminus_PY, // 0 -> 11 * 10^3 muminus_PZ, // 0 -> 7 muminus_ENERGY; // 0 -> 11 * 10^3 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_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); 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_Jpsi_M = new TH1D(ana.suf("h1_Jpsi_M").c_str(), ana.title_suf("J/#psi Mass").c_str(), nBins, 200., 5500.); 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_MIN, MASS_HIST_MAX, nBins, 200., 5500.); 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; } // TLorentzVector v4_muplus(muplus_PX, muplus_PY, muplus_PZ, muplus_ENERGY); // TLorentzVector v4_muminus(muminus_PX, muminus_PY, muminus_PZ, muminus_ENERGY); // Double_t mumu_inv_mass = (v4_muplus + v4_muminus).M(); data_chain->GetEntry(i); h1_B_M->Fill(B_M); h1_Jpsi_M->Fill(Jpsi_M); h2_B_M_Jpsi_M->Fill(B_M, Jpsi_M); // std::cout << mumu_inv_mass << "-" << Jpsi_M << "=" << TMath::Abs(mumu_inv_mass-Jpsi_M) << std::endl; if (TMath::Abs(Jpsi_M - J_PSI_MASS) < 100.) { h1_B_M_JPsi_cut->Fill(B_M); } } h1_B_M->SetMinimum(0); h1_B_M_JPsi_cut->SetMinimum(0); h1_Jpsi_M->SetMinimum(0); h2_B_M_Jpsi_M->SetMinimum(0); auto fitRes = CreateRooFit(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(fitRes[0], fitRes[1], ana.name.c_str(), "B_mass_JPsi_cut_fit"); } return 0; } std::vector CreateRooFit(TH1D *hist, AnalysisOutput ana) { RooRealVar roo_var_mass(ana.suf("roo_var_mass").c_str(), "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); std::string hist_name = ana.suf("roohist_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("roo_sig_bw_mean").c_str(), "Mass BW Mean", 5250., 5100., 5400.); RooRealVar roo_sig_bw_with(ana.suf("roo_sig_bw_with").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_bkg_exp_c(ana.suf("roo_bkg_exp_c").c_str(), "Background C", -0.001145, -0.00199, -0.00100); RooExponential roo_bkg_exp(ana.suf("roo_bkg_exp").c_str(), "B Mass Background Exp", roo_var_mass, roo_bkg_exp_c); RooRealVar roo_var_mass_sig_yield(ana.suf("roo_var_mass_sig_yield").c_str(), "B Mass Sig Yield", 0., hist->GetEntries()); RooRealVar roo_var_mass_bkg_yield(ana.suf("roo_var_mass_bkg_yield").c_str(), "B Mass Bckg Yield", 0., hist->GetEntries()); std::string pdf_name = ana.suf("roo_pdf_sig_plus_bkg"); RooAddPdf roo_pdf_sig_plus_bkg(pdf_name.c_str(), "Sig + Bkg PDF", RooArgList(roo_sig_bw, roo_bkg_exp), RooArgList(roo_var_mass_sig_yield, roo_var_mass_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())); RooFitResult *fitres = roo_pdf_sig_plus_bkg.fitTo(roohist_B_M, RooFit::Save(), RooFit::PrintLevel(1), RooFit::Range("fitting_range")); 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::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_bw)), 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(0.40, 0.99, 0.90)); roo_frame_mass->getAttText()->SetTextSize(0.024); RooPlot *roo_frame_pull = roo_var_mass.frame(RooFit::Title("Pull Distribution")); roo_frame_pull->addPlotable(roo_frame_mass->pullHist(hist_name.c_str(), pdf_name.c_str()), "P"); return std::vector { roo_frame_mass, roo_frame_pull }; }