#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 "RooArgSet.h" #include "RooFFTConvPdf.h" #include "RooNovosibirsk.h" #include #include #include #include const int nBins = 70; const Double_t MASS_HIST_MIN = 5100.; const Double_t MASS_HIST_MAX = 6000.; const Double_t K_MASS = 493.677; const int PID_KAON = 321; const int PID_PION = 211; const int PID_MUON = 13; const char *NAME = "BuToHpMuMu_Fullstream_NoKTrueID"; const char *X_AXIS = "m(#pi^{+}_{#rightarrow K^{+}}#mu^{+}#mu^{-})"; const char *B_NAME = "B"; TString quickformat_name(const char *format) { return TString::Format(format, NAME); }; void CreateRooFitAndDraw(TH1D *hist); int simulation_fullstream_Bu2KpMuMu() { TChain *data_chain = new TChain("BuToHpMuMu_noPID/DecayTree"); data_chain->Add("/auto/data/pfeiffer/inclusive_detached_dilepton/MC/rd_btoxll_simulation_fullstream_v0r0p6671378_BuToKpMuMu_12143001_magdown.root"); /* rd_btoxll_simulation_fullstream_v0r0p6671378_B0ToKpPimMuMu_11144002_magdown.root rd_btoxll_simulation_fullstream_v0r0p6671378_BuToKpMuMu_12143001_magdown.root rd_btoxll_simulation_turbo_v0r0p6657752_B0ToKpPimMuMu_11144002_magdown.root rd_btoxll_simulation_turbo_v0r0p6657752_BuToKpMuMu_12143001_magdown.root */ Int_t B_BKGCAT; data_chain->SetBranchAddress(TString::Format("%s_BKGCAT", B_NAME).Data(), &B_BKGCAT); 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; Double_t B_M; Int_t L1_TRUEID, L2_TRUEID, Hp_TRUEID; data_chain->SetBranchAddress("L1_TRUEID", &L1_TRUEID); data_chain->SetBranchAddress("L2_TRUEID", &L2_TRUEID); 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("Hp_TRUEID", &Hp_TRUEID); TH1D *h1_B_M = new TH1D("h1_B_M", "B Mass", nBins, MASS_HIST_MIN, MASS_HIST_MAX); TH1D *h1_B_M_trueid = new TH1D("h1_B_M_trueid", "B Mass, TrueID matched", nBins, MASS_HIST_MIN, MASS_HIST_MAX); TH1I *h1_B_BKGCAT = new TH1I("h1_B_BKGCAT", "B Background Category", nBins, 0, 120); TH2D *h2_B_M_vs_B_BKGCAT = new TH2D("h2_B_M_vs_B_BKGCAT", "B Mass vs Background Category", nBins, MASS_HIST_MIN, MASS_HIST_MAX, nBins, 0, 120); h1_B_M->GetXaxis()->SetTitle(X_AXIS); h1_B_M_trueid->GetXaxis()->SetTitle(X_AXIS); unsigned int entries = data_chain->GetEntries(); for (size_t i = 0; i < entries; i++) { data_chain->GetEntry(i); // std::cout << B_BKGCAT << std::endl; Double_t reconstructed_B_Mass = 0; if (TMath::Abs(L1_TRUEID) == PID_MUON && L2_TRUEID == -L1_TRUEID/* && TMath::Abs(Hp_TRUEID) == PID_KAON*/) { 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); reconstructed_B_Mass = (K_4v + l1_4v + l2_4v).M(); h1_B_M_trueid->Fill(reconstructed_B_Mass); h1_B_M->Fill(reconstructed_B_Mass); h1_B_BKGCAT->Fill(B_BKGCAT); h2_B_M_vs_B_BKGCAT->Fill(reconstructed_B_Mass, B_BKGCAT); } if (i % 10000 == 0) { std::cout << "[" << NAME << "] Processed event: " << i << " (" << TString::Format("%.2f", ((double)i / (double)entries) * 100.) << "%)" << std::endl; } } std::cout << "[" << NAME << "] Processed event: " << entries << " (" << TString::Format("%.2f", 100.) << "%)" << std::endl; h1_B_M->SetLineColor(kBlue); h1_B_M_trueid->SetLineColor(kMagenta + 2); h1_B_M_trueid->SetFillColor(kMagenta + 2); h1_B_M_trueid->SetFillStyle(3244); h1_B_BKGCAT->SetLineColor(kBlue); h1_B_BKGCAT->SetFillColor(kBlue); h1_B_BKGCAT->SetFillStyle(3351); std::filesystem::create_directory(TString::Format("images/sim/%s", NAME).Data()); TCanvas *c1 = new TCanvas("c1", "c1", 0, 0, 800, 600); h1_B_M->SetStats(0); h1_B_M_trueid->SetStats(0); h1_B_M->Draw(); h1_B_M_trueid->Draw("SAME"); c1->BuildLegend(0.58, 0.65, 0.85, 0.87); c1->Draw(); c1->SaveAs(quickformat_name("images/sim/%s/h1_B_M.pdf")); TCanvas *c2 = new TCanvas("c2", "c2", 0, 0, 800, 600); h1_B_BKGCAT->SetStats(0); h1_B_BKGCAT->Draw(); c2->BuildLegend(0.58, 0.77, 0.85, 0.87); c2->Draw(); c2->SaveAs(quickformat_name("images/sim/%s/h1_B_BKGCAT.pdf")); TCanvas *c3 = new TCanvas("c3", "c3", 0, 0, 800, 600); h2_B_M_vs_B_BKGCAT->SetStats(0); h2_B_M_vs_B_BKGCAT->Draw("COLZ"); c3->Draw(); c3->SaveAs(quickformat_name("images/sim/%s/h2_B_M_vs_B_BKGCAT.pdf")); CreateRooFitAndDraw(h1_B_M_trueid); return 0; } void CreateRooFitAndDraw(TH1D *hist) { // std::cout << "### Entries: " << hist->GetEntries() << std::endl; RooRealVar roo_var_mass("var_mass", "B Mass Variable", MASS_HIST_MIN, MASS_HIST_MAX); RooDataHist roohist_B_M("roohist_B_M", "B Mass Histogram", roo_var_mass, RooFit::Import(*hist)); RooPlot *roo_frame_mass = roo_var_mass.frame(RooFit::Title(quickformat_name("Simulation of %s"))); roohist_B_M.plotOn(roo_frame_mass, RooFit::Binning(nBins), RooFit::Name("B Mass Distribution")); roo_frame_mass->GetXaxis()->SetTitle(X_AXIS); // 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., 25.); 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.); 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", "Background C", -0.00231049, -0.003, -0.002); // RooExponential bkg_exp("bkg_exp", "Exp Background", var_mass, var_mass_bkg_c); // RooRealVar var_mass_nsig(TString::Format("var_%s_nsig", var_id.c_str()), "Mass N Signal", 0., hist->GetEntries()); // RooRealVar var_mass_nbkg(TString::Format("var_%s_nbkg", var_id.c_str()), "Mass N Background", 0., hist->GetEntries()); // TString pdf_name = TString::Format("%s_sigplusbkg", var_id.c_str()); // RooAddPdf sigplusbkg(pdf_name, "Sig and Bkg PDF", RooArgList(sig_cb, bkg_exp), RooArgList(var_mass_nsig, var_mass_nbkg)); RooFitResult *fitres = sig_cb.fitTo(roohist_B_M, RooFit::Save(), RooFit::PrintLevel(1), RooFit::Range("fitting_range")); sig_cb.plotOn(roo_frame_mass, RooFit::VisualizeError(*fitres, 1), RooFit::FillColor(kOrange + 1), RooFit::FillStyle(3144)); sig_cb.plotOn(roo_frame_mass, RooFit::LineColor(kRed), RooFit::LineStyle(kSolid), RooFit::Range("fitting_range"), RooFit::Name("sig_cb")); // sigplusbkg.plotOn(roo_frame_mass, RooFit::Components(RooArgSet(bkg_exp)), RooFit::LineColor(kBlue), RooFit::LineStyle(kDashed), RooFit::Range(5170., 5500.)); TCanvas *c = new TCanvas("roofit_c", "roofit_c", 0, 0, 800, 600); roo_frame_mass->Draw(); TLegend *leg1 = new TLegend(0.58, 0.50, 0.87, 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("sig_cb"), "Signal", "LP"); // leg1->AddEntry(roo_frame_mass->findObject(name_fit_func_bkg.c_str()), "Background", "LP"); 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 = %.8f #pm %.8f", roo_sig_tail.getTitle().Data(), roo_sig_tail.getVal(), roo_sig_tail.getError()).Data(), ""); leg1->AddEntry((TObject *)0, TString::Format("%s = %.3f #pm %.3f", var_mass_alphaL.getTitle().Data(), var_mass_alphaL.getVal(), var_mass_alphaL.getError()).Data(), ""); leg1->AddEntry((TObject *)0, TString::Format("%s = %.3f #pm %.3f", var_mass_nL.getTitle().Data(), var_mass_nL.getVal(), var_mass_nL.getError()).Data(), ""); leg1->AddEntry((TObject *)0, TString::Format("%s = %.3f #pm %.3f", var_mass_alphaR.getTitle().Data(), var_mass_alphaR.getVal(), var_mass_alphaR.getError()).Data(), ""); leg1->AddEntry((TObject *)0, TString::Format("%s = %.3f #pm %.3f", var_mass_nR.getTitle().Data(), var_mass_nR.getVal(), var_mass_nR.getError()).Data(), ""); leg1->Draw(); c->Draw(); c->SaveAs(quickformat_name("images/sim/%s/roof_B_M.pdf")); }