inclusive_detached_dilepton/old_analysis_macros/analysis_fullstream_b02hphmmumu.cpp

#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 <string>
#include <iostream>
#include <cmath>

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<std::pair<unsigned int, unsigned long>, 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());
}