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Rivet analyses reference

ATLAS_2019_I1772062

Soft-drop observables
Experiment: ATLAS (LHC)
Status: VALIDATED
Authors:
  • Jennifer Roloff
References: Beams: p+ p+
Beam energies: (6500.0, 6500.0) GeV
Run details:
  • jet substructure observables for soft drop jets produced at 13 TeV in dijet events

Jet substructure quantities are measured using jets groomed with the soft-drop grooming procedure in dijet events from 32.9 fb$^{-1}$ of $pp$ collisions collected with the ATLAS detector at $\sqrt{s} = 13$ TeV. These observables are sensitive to a wide range of QCD phenomena. Some observables, such as the jet mass and opening angle between the two subjets which pass the soft-drop condition, can be described by a high-order (resummed) series in the strong coupling constant $\alpha_s$. Other observables, such as the momentum sharing between the two subjets, are nearly independent of $\alpha_s$. These observables can be constructed using all interacting particles or using only charged particles reconstructed in the inner tracking detectors. Track-based versions of these observables are not collinear safe, but are measured more precisely, and universal nonperturbative functions can absorb the collinear singularities. The unfolded data are directly compared with QCD calculations and hadron-level Monte Carlo simulations. The measurements are performed in different pseudorapidity regions, which are then used to extract quark and gluon jet shapes using the predicted quark and gluon fractions in each region. All of the parton shower and analytical calculations provide an excellent description of the data in most regions of phase space.

Source code: ATLAS_2019_I1772062.cc
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#include "Rivet/Analysis.hh"
#include "Rivet/Projections/FinalState.hh"
#include "Rivet/Projections/FastJets.hh"
#include "Rivet/Particle.hh"
#include "Rivet/Projections/ChargedFinalState.hh"
#include "Rivet/Projections/VetoedFinalState.hh"

#include "fastjet/contrib/SoftDrop.hh"
#include "fastjet/Selector.hh"


namespace Rivet {


  /// @brief Soft-drop mass at 13 TeV
  class ATLAS_2019_I1772062: public Analysis {
  public:

    /// Constructor
    DEFAULT_RIVET_ANALYSIS_CTOR(ATLAS_2019_I1772062);


    void getQuarkGluon(Rivet::Histo1DPtr hForward, Rivet::Histo1DPtr hCentral, Rivet::Histo1DPtr hQuark, Rivet::Histo1DPtr hGluon, int ptbin, string parName, size_t beta) {

      int nBins = rhoBins.size() - 1;
      if (parName == "rg" || parName == "trg") nBins = rgBins.size()-1;
      if ((parName == "zg" || parName == "tzg") && beta == 0) nBins = zgBinsBeta0.size()-1;
      if ((parName == "zg" || parName == "tzg") && beta != 0) nBins = zgBins.size()-1;

      double FGC = gluonFractionCentral[ptbin];
      double FGF = gluonFractionForward[ptbin];
      double FQC = 1.-FGC;
      double FQF = 1.-FGF;

      for (size_t i=0; i<hGluon->numBins(); i++) {
        double binCenter = hGluon->bin(i).midpoint();
        double gVal = 0., qVal = 0.;
        if ((FQF -  FQC) != 0.) {
          gVal = (FQF * hCentral->bin(ptbin*(nBins) + i).height() - FQC * hForward->bin(ptbin*(nBins) + i).height()) / (FQF - FQC);
          qVal = (FGF * hCentral->bin(ptbin*(nBins) + i).height() - FGC * hForward->bin(ptbin*(nBins) + i).height()) / (FQC - FQF);
        }
        hGluon->fill(binCenter, gVal);
        hQuark->fill(binCenter, qVal);
      }

      histNorm(hQuark, parName);
      histNorm(hGluon, parName);
    }

    void ptNorm(Rivet::Histo1DPtr ptBinnedHist, std::string var, size_t beta) {
      size_t varNormBin1 = 0;
      size_t varNormBin2 = 0;
      size_t nBins = 10;

      if (var=="m" || var=="tm") {
        varNormBin1 = normBin1;
        varNormBin2 = normBin2;
      }
      if (var=="zg" || var=="tzg") {
        if(beta==0){
          varNormBin2 = zgBinsBeta0.size()-1;
          nBins = zgBinsBeta0.size()-1;
        }
        else {
          varNormBin2 = zgBins.size()-1;
          nBins = zgBins.size()-1;
        }
      }
      if (var=="rg" || var=="trg") {
        varNormBin2 = rgBins.size()-1;
        nBins = rgBins.size()-1;
      }

      for (size_t k=0; k< ptBins.size()-1; ++k) {
        double normalization = 0;

        for (size_t j=varNormBin1; j<varNormBin2; ++j) {
          double binWidth = 1.;
          if (var=="m" || var=="tm") {
            binWidth = rhoBins[j+1] - rhoBins[j];
          }
          if (var=="zg" || var=="tzg") {
            if(beta==0){
              binWidth = zgBinsBeta0[j+1]- zgBinsBeta0[j];
            }
            else {
              binWidth = zgBins[j+1]- zgBins[j];
            }
          }

          if (var=="rg" || var=="trg") {
            binWidth = rgBins[j+1]- rgBins[j];
            if (j==nBins-1) ptBinnedHist->bin( k*nBins+j ).scaleW(2.);
            //normalization += ptBinnedHist->bin(k*nBins+j).height()*binWidth;
            normalization += ptBinnedHist->bin(k*(nBins) + j).height()*binWidth;
          }
          else{
            normalization += ptBinnedHist->bin(k*(nBins) + j).height()*binWidth;
          }
        }

        if (normalization == 0) continue;

        for (unsigned int j=0; j<nBins; j++) {
          if (var=="rg" || var=="trg") {
            ptBinnedHist->bin(k*(nBins) + j ).scaleW(1. / (normalization) );
          }
          else{
            ptBinnedHist->bin(k*(nBins) + j ).scaleW(1. / (normalization));
          }

        }
      }

      return;
    }

    void histNorm(Rivet::Histo1DPtr hist, std::string var) {
      if (var=="m" || var=="tm") {
        double norm = 0.;
        for (size_t i = normBin1; i < normBin2; i++) { //only normalize in the resummation region.
          norm+=hist->bin(i).area();
        }
        if (norm > 0.) {
          hist->scaleW(1.0/(norm));
        }
      }
      else if ( var=="zg" || var=="tzg") {
        normalize(hist);
      }
      else{
        normalize(hist);
      }
    }


    int return_bin(float pT, float rho, std::string whichvar, size_t beta) {
      // First thing's first
      if (pT < ptBins[0]) return -100;

      if (whichvar=="m" && rho < pow(10,-4.5)) return -100;
      if (whichvar=="tm" && rho < pow(10,-4.5)) return -100;

      if (whichvar=="zg" && rho <= 0) return -100;
      if (whichvar=="tzg" && rho <= 0) return -100;

      if (whichvar=="rg" && rho <= -1.2) return -100;
      if (whichvar=="trg" && rho <= -1.2) return -100;

      if (whichvar=="id" && rho <= 1) return -100;

      int pTbin = 1;
      if (pT < ptBins[0]) pTbin = 0; //should not happen
      else if (pT < ptBins[1]) pTbin = 1;
      else if (pT < ptBins[2]) pTbin = 2;
      else if (pT < ptBins[3]) pTbin = 3;
      else if (pT < ptBins[4]) pTbin = 4;
      else pTbin = 5;
      if (pTbin == 0) return -1;

      int rhobin = 1.;
      if ((whichvar=="m") || (whichvar=="tm"))
        {
          if (rho < pow(10,-4.5)) rhobin = 0; //this should not happen.
          else if (rho < pow(10,-4.1)) rhobin = 1;
          else if (rho < pow(10,-3.7)) rhobin = 2;
          else if (rho < pow(10,-3.3)) rhobin = 3;
          else if (rho < pow(10,-2.9)) rhobin = 4;
          else if (rho < pow(10,-2.5)) rhobin = 5;
          else if (rho < pow(10,-2.1)) rhobin = 6;
          else if (rho < pow(10,-1.7)) rhobin = 7;
          else if (rho < pow(10,-1.3)) rhobin = 8;
          else if (rho < pow(10,-0.9)) rhobin = 9;
          else if (rho < pow(10,-0.5)) rhobin = 10;
          else rhobin = 10;
          return rhobin*1. + (pTbin*1.-1.)*10.-1;
        }

      // zg
      else if (((whichvar=="zg")||(whichvar=="tzg")) && beta == 0)
        {
          if (rho < 0.10) return -10;
          else if (rho < 0.15) rhobin = 1;
          else if (rho < 0.20) rhobin = 2;
          else if (rho < 0.25) rhobin = 3;
          else if (rho < 0.30) rhobin = 4;
          else if (rho < 0.35) rhobin = 5;
          else if (rho < 0.40) rhobin = 6;
          else if (rho < 0.45) rhobin = 7;
          else if (rho < 0.50) rhobin = 8;
          else rhobin = 8;
          return rhobin*1. + (pTbin*1.-1.)*8.-1;
        }
      else if (((whichvar=="zg")||(whichvar=="tzg")) && beta != 0)
        {
          if (rho < 0.00) return -10;
          else if (rho < 0.05) rhobin = 1;
          else if (rho < 0.10) rhobin = 2;
          else if (rho < 0.15) rhobin = 3;
          else if (rho < 0.20) rhobin = 4;
          else if (rho < 0.25) rhobin = 5;
          else if (rho < 0.30) rhobin = 6;
          else if (rho < 0.35) rhobin = 7;
          else if (rho < 0.40) rhobin = 8;
          else if (rho < 0.45) rhobin = 9;
          else if (rho < 0.50) rhobin = 10;
          else rhobin = 10;
          return rhobin*1. + (pTbin*1.-1.)*10.-1;
        }

      //rg
      else if ((whichvar=="rg")||(whichvar=="trg"))
        {
          if (rho < -1.2) return -10;
          else if (rho < -1.0) rhobin = 1;
          else if (rho < -0.8) rhobin = 2;
          else if (rho < -0.6) rhobin = 3;
          else if (rho < -0.4) rhobin = 4;
          else if (rho < -0.2) rhobin = 5;
          else if (rho < -0.1) rhobin = 6;
          else rhobin = 6;
          return rhobin*1. + (pTbin*1.-1.)*6.-1;
        }

      return -100;
    }



    /// Book cuts and projections
    void init() {
      // All final state particles
      const FinalState fs(Cuts::abseta < 5.0);

      FastJets jets(fs, FastJets::ANTIKT, 0.8, JetAlg::Muons::NONE, JetAlg::Invisibles::NONE);
      declare(jets, "jets");

      ChargedFinalState tracks(Cuts::pT > 0.5*GeV && Cuts::abseta < 2.5);
      declare(tracks, "tracks");

      normBin1 = 2; normBin2 = 7;
      gluonFractionCentral = {0.75, 0.72, 0.66, 0.61, 0.54};
      gluonFractionForward = {0.70, 0.64, 0.57, 0.51, 0.43};
      rgBins = {-1.2, -1.0, -0.8, -0.6, -0.4, -0.2, -0.1};
      zgBins = {0.0, 0.05, 0.1, 0.15, 0.2, 0.25, 0.3, 0.35, 0.4, 0.45, 0.5};
      zgBinsBeta0 = {0.1, 0.15, 0.2, 0.25, 0.3, 0.35, 0.4, 0.45, 0.5};
      rhoBins = {-4.5, -4.1, -3.7, -3.3, -2.9, -2.5, -2.1, -1.7, -1.3, -0.9, -0.5};
      ptBins = {300, 400, 600, 800, 1000, 2000};



      book(_h["_h_Table1"], 1,1,1);   // Cluster, Rho, beta=0, inclusive pT, both jets
      book(_h["_h_Table2"], 2,1,1);   // Track, Rho, beta=0,   inclusive pT, both jets
      book(_h["_h_Table3"], 3,1,1);   // Cluster, Rho, beta=1, inclusive pT, both jets
      book(_h["_h_Table4"], 4,1,1);   // Track, Rho, beta=1,   inclusive pT, both jets
      book(_h["_h_Table5"], 5,1,1);   // Cluster, Rho, beta=2, inclusive pT, both jets
      book(_h["_h_Table6"], 6,1,1);   // Track, Rho, beta=2,   inclusive pT, both jets

      book(_h["_h_Table7"], 7,1,1);   // Cluster, zg, beta=0,  inclusive pT, both jets
      book(_h["_h_Table8"], 8,1,1);   // Track, zg, beta=0,    inclusive pT, both jets
      book(_h["_h_Table9"], 9,1,1);   // Cluster, zg, beta=1,  inclusive pT, both jets
      book(_h["_h_Table10"], 10,1,1);  // Track, zg, beta=1,    inclusive pT, both jets
      book(_h["_h_Table11"], 11,1,1);  // Cluster, zg, beta=2,  inclusive pT, both jets
      book(_h["_h_Table12"], 12,1,1);  // Track, zg, beta=2,    inclusive pT, both jets

      book(_h["_h_Table13"], 13,1,1);  // Cluster, rg, beta=0,  inclusive pT, both jets
      book(_h["_h_Table14"], 14,1,1);  // Track, rg, beta=0,    inclusive pT, both jets
      book(_h["_h_Table15"], 15,1,1);  // Cluster, rg, beta=1,  inclusive pT, both jets
      book(_h["_h_Table16"], 16,1,1);  // Track, rg, beta=1,    inclusive pT, both jets
      book(_h["_h_Table17"], 17,1,1);  // Cluster, rg, beta=2,  inclusive pT, both jets
      book(_h["_h_Table18"], 18,1,1);  // Track, rg, beta=2,    inclusive pT, both jets


      book(_h["_h_Table19"], 19,1,1);  // Cluster, Rho, beta=0, inclusive pT, central jet
      book(_h["_h_Table20"], 20,1,1);  // Track, Rho, beta=0,   inclusive pT, central jet
      book(_h["_h_Table21"], 21,1,1);  // Cluster, Rho, beta=1, inclusive pT, central jet
      book(_h["_h_Table22"], 22,1,1);  // Track, Rho, beta=1,   inclusive pT, central jet
      book(_h["_h_Table23"], 23,1,1);  // Cluster, Rho, beta=2, inclusive pT, central jet
      book(_h["_h_Table24"], 24,1,1);  // Track, Rho, beta=2,   inclusive pT, central jet

      book(_h["_h_Table25"], 25,1,1);  // Cluster, zg, beta=0,  inclusive pT, central jet
      book(_h["_h_Table26"], 26,1,1);  // Track, zg, beta=0,    inclusive pT, central jet
      book(_h["_h_Table27"], 27,1,1);  // Cluster, zg, beta=1,  inclusive pT, central jet
      book(_h["_h_Table28"], 28,1,1);  // Track, zg, beta=1,    inclusive pT, central jet
      book(_h["_h_Table29"], 29,1,1);  // Cluster, zg, beta=2,  inclusive pT, central jet
      book(_h["_h_Table30"], 30,1,1);  // Track, zg, beta=2,    inclusive pT, central jet

      book(_h["_h_Table31"], 31,1,1);  // Cluster, rg, beta=0,  inclusive pT, central jet
      book(_h["_h_Table32"], 32,1,1);  // Track, rg, beta=0,    inclusive pT, central jet
      book(_h["_h_Table33"], 33,1,1);  // Cluster, rg, beta=1,  inclusive pT, central jet
      book(_h["_h_Table34"], 34,1,1);  // Track, rg, beta=1,    inclusive pT, central jet
      book(_h["_h_Table35"], 35,1,1);  // Cluster, rg, beta=2,  inclusive pT, central jet
      book(_h["_h_Table36"], 36,1,1);  // Track, rg, beta=2,    inclusive pT, central jet


      book(_h["_h_Table37"], 37,1,1);  // Cluster, Rho, beta=0, inclusive pT, forward jet
      book(_h["_h_Table38"], 38,1,1);  // Track, Rho, beta=0,   inclusive pT, forward jet
      book(_h["_h_Table39"], 39,1,1);  // Cluster, Rho, beta=1, inclusive pT, forward jet
      book(_h["_h_Table40"], 40,1,1);  // Track, Rho, beta=1,   inclusive pT, forward jet
      book(_h["_h_Table41"], 41,1,1);  // Cluster, Rho, beta=2, inclusive pT, forward jet
      book(_h["_h_Table42"], 42,1,1);  // Track, Rho, beta=2,   inclusive pT, forward jet

      book(_h["_h_Table43"], 43,1,1);  // Cluster, zg, beta=0,  inclusive pT, forward jet
      book(_h["_h_Table44"], 44,1,1);  // Track, zg, beta=0,    inclusive pT, forward jet
      book(_h["_h_Table45"], 45,1,1);  // Cluster, zg, beta=1,  inclusive pT, forward jet
      book(_h["_h_Table46"], 46,1,1);  // Track, zg, beta=1,    inclusive pT, forward jet
      book(_h["_h_Table47"], 47,1,1);  // Cluster, zg, beta=2,  inclusive pT, forward jet
      book(_h["_h_Table48"], 48,1,1);  // Track, zg, beta=2,    inclusive pT, forward jet

      book(_h["_h_Table49"], 49,1,1);  // Cluster, rg, beta=0,  inclusive pT, forward jet
      book(_h["_h_Table50"], 50,1,1);  // Track, rg, beta=0,    inclusive pT, forward jet
      book(_h["_h_Table51"], 51,1,1);  // Cluster, rg, beta=1,  inclusive pT, forward jet
      book(_h["_h_Table52"], 52,1,1);  // Track, rg, beta=1,    inclusive pT, forward jet
      book(_h["_h_Table53"], 53,1,1);  // Cluster, rg, beta=2,  inclusive pT, forward jet
      book(_h["_h_Table54"], 54,1,1);  // Track, rg, beta=2,    inclusive pT, forward jet




      book(_h["_h_Table55"], 55,1,1);  // Cluster, Rho, beta=0, pT binned, both jets
      book(_h["_h_Table56"], 56,1,1);  // Track, Rho, beta=0,   pT binned, both jets
      book(_h["_h_Table57"], 57,1,1);  // Cluster, Rho, beta=1, pT binned, both jets
      book(_h["_h_Table58"], 58,1,1);  // Track, Rho, beta=1,   pT binned, both jets
      book(_h["_h_Table59"], 59,1,1);  // Cluster, Rho, beta=2, pT binned, both jets
      book(_h["_h_Table60"], 60,1,1);  // Track, Rho, beta=2,   pT binned, both jets

      book(_h["_h_Table61"], 61,1,1);  // Cluster, zg, beta=0,  pT binned, both jets
      book(_h["_h_Table62"], 62,1,1);  // Track, zg, beta=0,    pT binned, both jets
      book(_h["_h_Table63"], 63,1,1);  // Cluster, zg, beta=1,  pT binned, both jets
      book(_h["_h_Table64"], 64,1,1);  // Track, zg, beta=1,    pT binned, both jets
      book(_h["_h_Table65"], 65,1,1);  // Cluster, zg, beta=2,  pT binned, both jets
      book(_h["_h_Table66"], 66,1,1);  // Track, zg, beta=2,    pT binned, both jets

      book(_h["_h_Table67"], 67,1,1);  // Cluster, rg, beta=0,  pT binned, both jets
      book(_h["_h_Table68"], 68,1,1);  // Track, rg, beta=0,    pT binned, both jets
      book(_h["_h_Table69"], 69,1,1);  // Cluster, rg, beta=1,  pT binned, both jets
      book(_h["_h_Table70"], 70,1,1);  // Track, rg, beta=1,    pT binned, both jets
      book(_h["_h_Table71"], 71,1,1);  // Cluster, rg, beta=2,  pT binned, both jets
      book(_h["_h_Table72"], 72,1,1);  // Track, rg, beta=2,    pT binned, both jets


      book(_h["_h_Table73"], 73,1,1);  // Cluster, Rho, beta=0, pT binned, central jet
      book(_h["_h_Table74"], 74,1,1);  // Track, Rho, beta=0,   pT binned, central jet
      book(_h["_h_Table75"], 75,1,1);  // Cluster, Rho, beta=1, pT binned, central jet
      book(_h["_h_Table76"], 76,1,1);  // Track, Rho, beta=1,   pT binned, central jet
      book(_h["_h_Table77"], 77,1,1);  // Cluster, Rho, beta=2, pT binned, central jet
      book(_h["_h_Table78"], 78,1,1);  // Track, Rho, beta=2,   pT binned, central jet

      book(_h["_h_Table79"], 79,1,1);  // Cluster, zg, beta=0,  pT binned, central jet
      book(_h["_h_Table80"], 80,1,1);  // Track, zg, beta=0,    pT binned, central jet
      book(_h["_h_Table81"], 81,1,1);  // Cluster, zg, beta=1,  pT binned, central jet
      book(_h["_h_Table82"], 82,1,1); // Track, zg, beta=1,    pT binned, central jet
      book(_h["_h_Table83"], 83,1,1); // Cluster, zg, beta=2,  pT binned, central jet
      book(_h["_h_Table84"], 84,1,1); // Track, zg, beta=2,    pT binned, central jet

      book(_h["_h_Table85"], 85,1,1); // Cluster, rg, beta=0,  pT binned, central jet
      book(_h["_h_Table86"], 86,1,1); // Track, rg, beta=0,    pT binned, central jet
      book(_h["_h_Table87"], 87,1,1); // Cluster, rg, beta=1,  pT binned, central jet
      book(_h["_h_Table88"], 88,1,1); // Track, rg, beta=1,    pT binned, central jet
      book(_h["_h_Table89"], 89,1,1); // Cluster, rg, beta=2,  pT binned, central jet
      book(_h["_h_Table90"], 90,1,1); // Track, rg, beta=2,    pT binned, central jet


      book(_h["_h_Table91"], 91,1,1); // Cluster, Rho, beta=0, pT binned, forward jet
      book(_h["_h_Table92"], 92,1,1); // Track, Rho, beta=0,   pT binned, forward jet
      book(_h["_h_Table93"], 93,1,1); // Cluster, Rho, beta=1, pT binned, forward jet
      book(_h["_h_Table94"], 94,1,1); // Track, Rho, beta=1,   pT binned, forward jet
      book(_h["_h_Table95"], 95,1,1); // Cluster, Rho, beta=2, pT binned, forward jet
      book(_h["_h_Table96"], 96,1,1); // Track, Rho, beta=2,   pT binned, forward jet

      book(_h["_h_Table97"], 97,1,1); // Cluster, zg, beta=0,  pT binned, forward jet
      book(_h["_h_Table98"], 98,1,1); // Track, zg, beta=0,    pT binned, forward jet
      book(_h["_h_Table99"], 99,1,1); // Cluster, zg, beta=1,  pT binned, forward jet
      book(_h["_h_Table100"], 100,1,1); // Track, zg, beta=1,    pT binned, forward jet
      book(_h["_h_Table101"], 101,1,1); // Cluster, zg, beta=2,  pT binned, forward jet
      book(_h["_h_Table102"], 102,1,1); // Track, zg, beta=2,    pT binned, forward jet

      book(_h["_h_Table103"], 103,1,1); // Cluster, rg, beta=0,  pT binned, forward jet
      book(_h["_h_Table104"], 104,1,1); // Track, rg, beta=0,    pT binned, forward jet
      book(_h["_h_Table105"], 105,1,1); // Cluster, rg, beta=1,  pT binned, forward jet
      book(_h["_h_Table106"], 106,1,1); // Track, rg, beta=1,    pT binned, forward jet
      book(_h["_h_Table107"], 107,1,1); // Cluster, rg, beta=2,  pT binned, forward jet
      book(_h["_h_Table108"], 108,1,1); // Track, rg, beta=2,    pT binned, forward jet




      book(_h["_h_Table109"], 109,1,1);   // Cluster, Rho, beta=0, quark jet
      book(_h["_h_Table110"], 110,1,1);   // Track, Rho, beta=0,   quark jet
      book(_h["_h_Table111"], 111,1,1);   // Cluster, Rho, beta=1, quark jet
      book(_h["_h_Table112"], 112,1,1);   // Track, Rho, beta=1,   quark jet
      book(_h["_h_Table113"], 113,1,1);   // Cluster, Rho, beta=2, quark jet
      book(_h["_h_Table114"], 114,1,1);   // Track, Rho, beta=2,   quark jet

      book(_h["_h_Table115"], 115,1,1);   // Cluster, zg, beta=0,  quark jet
      book(_h["_h_Table116"], 116,1,1);   // Track, zg, beta=0,    quark jet
      book(_h["_h_Table117"], 117,1,1);   // Cluster, zg, beta=1,  quark jet
      book(_h["_h_Table118"], 118,1,1);  // Track, zg, beta=1,    quark jet
      book(_h["_h_Table119"], 119,1,1);  // Cluster, zg, beta=2,  quark jet
      book(_h["_h_Table120"], 120,1,1);  // Track, zg, beta=2,    quark jet

      book(_h["_h_Table121"], 121,1,1);  // Cluster, rg, beta=0,  quark jet
      book(_h["_h_Table122"], 122,1,1);  // Track, rg, beta=0,    quark jet
      book(_h["_h_Table123"], 123,1,1);  // Cluster, rg, beta=1,  quark jet
      book(_h["_h_Table124"], 124,1,1);  // Track, rg, beta=1,    quark jet
      book(_h["_h_Table125"], 125,1,1);  // Cluster, rg, beta=2,  quark jet
      book(_h["_h_Table126"], 126,1,1);  // Track, rg, beta=2,    quark jet


      book(_h["_h_Table127"], 127,1,1);   // Cluster, Rho, beta=0, gluon jet
      book(_h["_h_Table128"], 128,1,1);   // Track, Rho, beta=0,   gluon jet
      book(_h["_h_Table129"], 129,1,1);   // Cluster, Rho, beta=1, gluon jet
      book(_h["_h_Table130"], 130,1,1);   // Track, Rho, beta=1,   gluon jet
      book(_h["_h_Table131"], 131,1,1);   // Cluster, Rho, beta=2, gluon jet
      book(_h["_h_Table132"], 132,1,1);   // Track, Rho, beta=2,   gluon jet

      book(_h["_h_Table133"], 133,1,1);   // Cluster, zg, beta=0,  gluon jet
      book(_h["_h_Table134"], 134,1,1);   // Track, zg, beta=0,    gluon jet
      book(_h["_h_Table135"], 135,1,1);   // Cluster, zg, beta=1,  gluon jet
      book(_h["_h_Table136"], 136,1,1);  // Track, zg, beta=1,    gluon jet
      book(_h["_h_Table137"], 137,1,1);  // Cluster, zg, beta=2,  gluon jet
      book(_h["_h_Table138"], 138,1,1);  // Track, zg, beta=2,    gluon jet

      book(_h["_h_Table139"], 139,1,1);  // Cluster, rg, beta=0,  gluon jet
      book(_h["_h_Table140"], 140,1,1);  // Track, rg, beta=0,    gluon jet
      book(_h["_h_Table141"], 141,1,1);  // Cluster, rg, beta=1,  gluon jet
      book(_h["_h_Table142"], 142,1,1);  // Track, rg, beta=1,    gluon jet
      book(_h["_h_Table143"], 143,1,1);  // Cluster, rg, beta=2,  gluon jet
      book(_h["_h_Table144"], 144,1,1);  // Track, rg, beta=2,    gluon jet

    }


    void analyze(const Event& event) {

      const Jets& myJets = apply<FastJets>(event, "jets").jetsByPt(200*GeV);
      const Particles& tracks = apply<ChargedFinalState>(event, "tracks").particlesByPt();

      if (myJets.size() < 2)  vetoEvent;
      if (myJets[0].pT() > 1.5*myJets[1].pT())  vetoEvent;
      if (myJets[0].abseta() > 1.5 || myJets[1].abseta() > 1.5) vetoEvent;

      std::vector<bool> isCentral;
      isCentral.push_back(true);
      isCentral.push_back(false);
      if (myJets[0].abseta() > myJets[1].abseta()) {
        isCentral[0] = false;
        isCentral[1] = true;
      }

      for (size_t i = 0; i < 2; ++i) {
        if (myJets[i].pT() < 300*GeV) continue;

        vector<fastjet::PseudoJet> charged_constituents;
        for (const Particle& p : tracks) {
          const double dr = deltaR(myJets[i], p, PSEUDORAPIDITY);
          if (dr > 0.8) continue;
          if (abs(p.pid()) == 13) continue;
          charged_constituents.push_back(p);
        }

        fastjet::ClusterSequence cs_ca(myJets[i].constituents(), fastjet::JetDefinition(fastjet::cambridge_algorithm, 0.8));
        vector<fastjet::PseudoJet> myJet_ca = fastjet::sorted_by_pt(cs_ca.inclusive_jets(10.0));

        fastjet::ClusterSequence cs_ca_charged(charged_constituents, fastjet::JetDefinition(fastjet::cambridge_algorithm, 0.8));
        vector<fastjet::PseudoJet> myJet_ca_charged = fastjet::sorted_by_pt(cs_ca_charged.inclusive_jets(10.0));

        if (myJet_ca.size()==0) continue;
        if (myJet_ca_charged.size()==0) continue;

        // grooming parameters that are scanned.
        vector<size_t> betas = { 0, 1, 2 };
        for (size_t ibeta : betas) {

          fastjet::contrib::SoftDrop sd(double(ibeta), 0.1); //beta, zcut
          fastjet::PseudoJet sdJet = sd(myJet_ca[0]);
          fastjet::PseudoJet sdJet_charged = sd(myJet_ca_charged[0]);

          double rho2              = pow(sdJet.m()/myJets[i].pT(),2);
          double log10rho2         = log(rho2)/log(10.);
          double zg                = sdJet.structure_of<fastjet::contrib::SoftDrop>().symmetry();
          double rg                = sdJet.structure_of<fastjet::contrib::SoftDrop>().delta_R();
          rg = (rg > 0) ? log(rg) / log(10.) : -100;

          double rho2_charged      = pow(sdJet_charged.m()/myJet_ca_charged[0].pt(),2);
          double log10rho2_charged = log(rho2_charged)/log(10.);
          double zg_charged        = sdJet_charged.structure_of<fastjet::contrib::SoftDrop>().symmetry();
          double rg_charged             = sdJet.structure_of<fastjet::contrib::SoftDrop>().delta_R();
          rg_charged = (rg_charged > 0) ? log(rg_charged) / log(10.) : -100;

          double pt_log10rho2 = return_bin(myJets[i].pT()/GeV, rho2, "m", ibeta);
          double pt_zg = return_bin(myJets[i].pT()/GeV, zg, "zg", ibeta);
          double pt_rg = return_bin(myJets[i].pT()/GeV, rg, "rg", ibeta);

          double pt_log10rho2_charged = return_bin(myJets[i].pT()/GeV, rho2_charged, "tm", ibeta);
          double pt_zg_charged = return_bin(myJets[i].pT()/GeV,        zg_charged,   "tzg", ibeta);
          double pt_rg_charged = return_bin(myJets[i].pT()/GeV,        rg_charged,   "trg", ibeta);


          if (ibeta==0)  {
            _h["_h_Table1"]->fill(  log10rho2);
            _h["_h_Table2"]->fill(  log10rho2_charged);
            _h["_h_Table7"]->fill(  zg);
            _h["_h_Table8"]->fill(  zg_charged);
            if (rg > -1.2)
              _h["_h_Table13"]->fill(  rg);
            if (rg_charged > -1.2)
              _h["_h_Table14"]->fill(  rg_charged);

            _h["_h_Table55"]->fill(  pt_log10rho2);
            _h["_h_Table56"]->fill(  pt_log10rho2_charged);
            _h["_h_Table61"]->fill(  pt_zg);
            _h["_h_Table62"]->fill(  pt_zg_charged);
            _h["_h_Table67"]->fill(  pt_rg);
            _h["_h_Table68"]->fill(  pt_rg_charged);

            if (isCentral[i]) {
              _h["_h_Table19"]->fill(  log10rho2);
              _h["_h_Table20"]->fill(  log10rho2_charged);
              _h["_h_Table25"]->fill(  zg);
              _h["_h_Table26"]->fill(  zg_charged);
              if (rg > -1.2)
                _h["_h_Table31"]->fill(  rg);
              if (rg_charged > -1.2)
                _h["_h_Table32"]->fill(  rg_charged);

              _h["_h_Table73"]->fill(  pt_log10rho2);
              _h["_h_Table74"]->fill(  pt_log10rho2_charged);
              _h["_h_Table79"]->fill(  pt_zg);
              _h["_h_Table80"]->fill(  pt_zg_charged);
              _h["_h_Table85"]->fill(  pt_rg);
              _h["_h_Table86"]->fill(  pt_rg_charged);
            }

            if (!isCentral[i]) {
              _h["_h_Table37"]->fill(  log10rho2);
              _h["_h_Table38"]->fill(  log10rho2_charged);
              _h["_h_Table43"]->fill(  zg);
              _h["_h_Table44"]->fill(  zg_charged);
              if (rg > -1.2)
                _h["_h_Table49"]->fill(  rg);
              if (rg_charged > -1.2)
                _h["_h_Table50"]->fill(  rg_charged);

              _h["_h_Table91"]->fill(  pt_log10rho2);
              _h["_h_Table92"]->fill(  pt_log10rho2_charged);
              _h["_h_Table97"]->fill(  pt_zg);
              _h["_h_Table98"]->fill(  pt_zg_charged);
              _h["_h_Table103"]->fill(  pt_rg);
              _h["_h_Table104"]->fill(  pt_rg_charged);
            }
          }
          if (ibeta==1)  {
            _h["_h_Table3"]->fill(  log10rho2);
            _h["_h_Table4"]->fill(  log10rho2_charged);
            _h["_h_Table9"]->fill(  zg);
            _h["_h_Table10"]->fill(  zg_charged);
            if (rg > -1.2)
              _h["_h_Table15"]->fill(  rg);
            if (rg_charged > -1.2)
              _h["_h_Table16"]->fill(  rg_charged);

            _h["_h_Table57"]->fill(  pt_log10rho2);
            _h["_h_Table58"]->fill(  pt_log10rho2_charged);
            _h["_h_Table63"]->fill(  pt_zg);
            _h["_h_Table64"]->fill(  pt_zg_charged);
            _h["_h_Table69"]->fill(  pt_rg);
            _h["_h_Table70"]->fill(  pt_rg_charged);

            if (isCentral[i]) {
              _h["_h_Table21"]->fill(  log10rho2);
              _h["_h_Table22"]->fill(  log10rho2_charged);
              _h["_h_Table27"]->fill(  zg);
              _h["_h_Table28"]->fill(  zg_charged);
              if (rg > -1.2)
                _h["_h_Table33"]->fill(  rg);
              if (rg_charged > -1.2)
                _h["_h_Table34"]->fill(  rg_charged);

              _h["_h_Table75"]->fill(  pt_log10rho2);
              _h["_h_Table76"]->fill(  pt_log10rho2_charged);
              _h["_h_Table81"]->fill(  pt_zg);
              _h["_h_Table82"]->fill(  pt_zg_charged);
              _h["_h_Table87"]->fill(  pt_rg);
              _h["_h_Table88"]->fill(  pt_rg_charged);
            }

            if (!isCentral[i]) {
              _h["_h_Table39"]->fill(  log10rho2);
              _h["_h_Table40"]->fill(  log10rho2_charged);
              _h["_h_Table45"]->fill(  zg);
              _h["_h_Table46"]->fill(  zg_charged);
              if (rg > -1.2)
                _h["_h_Table51"]->fill(  rg);
              if (rg_charged > -1.2)
                _h["_h_Table52"]->fill(  rg_charged);

              _h["_h_Table93"]->fill(  pt_log10rho2);
              _h["_h_Table94"]->fill(  pt_log10rho2_charged);
              _h["_h_Table99"]->fill(  pt_zg);
              _h["_h_Table100"]->fill(  pt_zg_charged);
              _h["_h_Table105"]->fill(  pt_rg);
              _h["_h_Table106"]->fill(  pt_rg_charged);
            }
          }
          if (ibeta==2)  {
            _h["_h_Table5"]->fill(  log10rho2);
            _h["_h_Table6"]->fill(  log10rho2_charged);
            _h["_h_Table11"]->fill(  zg);
            _h["_h_Table12"]->fill(  zg_charged);
            if (rg > -1.2)
              _h["_h_Table17"]->fill(  rg);
            if (rg_charged > -1.2)
              _h["_h_Table18"]->fill(  rg_charged);

            _h["_h_Table59"]->fill(  pt_log10rho2);
            _h["_h_Table60"]->fill(  pt_log10rho2_charged);
            _h["_h_Table65"]->fill(  pt_zg);
            _h["_h_Table66"]->fill(  pt_zg_charged);
            _h["_h_Table71"]->fill(  pt_rg);
            _h["_h_Table72"]->fill(  pt_rg_charged);

            if (isCentral[i]) {
              _h["_h_Table23"]->fill(  log10rho2);
              _h["_h_Table24"]->fill(  log10rho2_charged);
              _h["_h_Table29"]->fill(  zg);
              _h["_h_Table30"]->fill(  zg_charged);
              if (rg > -1.2)
                _h["_h_Table35"]->fill(  rg);
              if (rg_charged > -1.2)
                _h["_h_Table36"]->fill(  rg_charged);

              _h["_h_Table77"]->fill(  pt_log10rho2);
              _h["_h_Table78"]->fill(  pt_log10rho2_charged);
              _h["_h_Table83"]->fill(  pt_zg);
              _h["_h_Table84"]->fill(  pt_zg_charged);
              _h["_h_Table89"]->fill(  pt_rg);
              _h["_h_Table90"]->fill(  pt_rg_charged);
            }

            if (!isCentral[i]) {
              _h["_h_Table41"]->fill(  log10rho2);
              _h["_h_Table42"]->fill(  log10rho2_charged);
              _h["_h_Table47"]->fill(  zg);
              _h["_h_Table48"]->fill(  zg_charged);
              if (rg > -1.2)
                _h["_h_Table53"]->fill(  rg);
              if (rg_charged > -1.2)
                _h["_h_Table54"]->fill(  rg_charged);

              _h["_h_Table95"]->fill(  pt_log10rho2);
              _h["_h_Table96"]->fill(  pt_log10rho2_charged);
              _h["_h_Table101"]->fill(  pt_zg);
              _h["_h_Table102"]->fill(  pt_zg_charged);
              _h["_h_Table107"]->fill(  pt_rg);
              _h["_h_Table108"]->fill(  pt_rg_charged);
            }
          }

        }
      }
    }

    void finalize() {
      //Normalization comes here.
      histNorm(_h["_h_Table1"], "m");
      histNorm(_h["_h_Table2"], "m");
      histNorm(_h["_h_Table3"], "m");
      histNorm(_h["_h_Table4"], "m");
      histNorm(_h["_h_Table5"], "m");
      histNorm(_h["_h_Table6"], "m");
      histNorm(_h["_h_Table7"], "zg");
      histNorm(_h["_h_Table8"], "zg");
      histNorm(_h["_h_Table9"], "zg");
      histNorm(_h["_h_Table10"], "zg");
      histNorm(_h["_h_Table11"], "zg");
      histNorm(_h["_h_Table12"], "zg");
      histNorm(_h["_h_Table13"], "rg");
      histNorm(_h["_h_Table14"], "rg");
      histNorm(_h["_h_Table15"], "rg");
      histNorm(_h["_h_Table16"], "rg");
      histNorm(_h["_h_Table17"], "rg");
      histNorm(_h["_h_Table18"], "rg");

      histNorm(_h["_h_Table19"], "m");
      histNorm(_h["_h_Table20"], "m");
      histNorm(_h["_h_Table21"], "m");
      histNorm(_h["_h_Table22"], "m");
      histNorm(_h["_h_Table23"], "m");
      histNorm(_h["_h_Table24"], "m");
      histNorm(_h["_h_Table25"], "zg");
      histNorm(_h["_h_Table26"], "zg");
      histNorm(_h["_h_Table27"], "zg");
      histNorm(_h["_h_Table28"], "zg");
      histNorm(_h["_h_Table29"], "zg");
      histNorm(_h["_h_Table30"], "zg");
      histNorm(_h["_h_Table31"], "rg");
      histNorm(_h["_h_Table32"], "rg");
      histNorm(_h["_h_Table33"], "rg");
      histNorm(_h["_h_Table34"], "rg");
      histNorm(_h["_h_Table35"], "rg");
      histNorm(_h["_h_Table36"], "rg");


      histNorm(_h["_h_Table37"], "m");
      histNorm(_h["_h_Table38"], "m");
      histNorm(_h["_h_Table39"], "m");
      histNorm(_h["_h_Table40"], "m");
      histNorm(_h["_h_Table41"], "m");
      histNorm(_h["_h_Table42"], "m");
      histNorm(_h["_h_Table43"], "zg");
      histNorm(_h["_h_Table44"], "zg");
      histNorm(_h["_h_Table45"], "zg");
      histNorm(_h["_h_Table46"], "zg");
      histNorm(_h["_h_Table47"], "zg");
      histNorm(_h["_h_Table48"], "zg");
      histNorm(_h["_h_Table49"], "rg");
      histNorm(_h["_h_Table50"], "rg");
      histNorm(_h["_h_Table51"], "rg");
      histNorm(_h["_h_Table52"], "rg");
      histNorm(_h["_h_Table53"], "rg");
      histNorm(_h["_h_Table54"], "rg");


      ptNorm(_h["_h_Table55"], "m", 0);
      ptNorm(_h["_h_Table56"], "m", 0);
      ptNorm(_h["_h_Table57"], "m", 1);
      ptNorm(_h["_h_Table58"], "m", 1);
      ptNorm(_h["_h_Table59"], "m", 2);
      ptNorm(_h["_h_Table60"], "m", 2);
      ptNorm(_h["_h_Table61"], "zg", 0);
      ptNorm(_h["_h_Table62"], "zg", 0);
      ptNorm(_h["_h_Table63"], "zg", 1);
      ptNorm(_h["_h_Table64"], "zg", 1);
      ptNorm(_h["_h_Table65"], "zg", 2);
      ptNorm(_h["_h_Table66"], "zg", 2);
      ptNorm(_h["_h_Table67"], "rg", 0);
      ptNorm(_h["_h_Table68"], "rg", 0);
      ptNorm(_h["_h_Table69"], "rg", 1);
      ptNorm(_h["_h_Table70"], "rg", 1);
      ptNorm(_h["_h_Table71"], "rg", 2);
      ptNorm(_h["_h_Table72"], "rg", 2);

      ptNorm(_h["_h_Table73"], "m", 0);
      ptNorm(_h["_h_Table74"], "m", 0);
      ptNorm(_h["_h_Table75"], "m", 1);
      ptNorm(_h["_h_Table76"], "m", 1);
      ptNorm(_h["_h_Table77"], "m", 2);
      ptNorm(_h["_h_Table78"], "m", 2);
      ptNorm(_h["_h_Table79"], "zg", 0);
      ptNorm(_h["_h_Table80"], "zg", 0);
      ptNorm(_h["_h_Table81"], "zg", 1);
      ptNorm(_h["_h_Table82"], "zg", 1);
      ptNorm(_h["_h_Table83"], "zg", 2);
      ptNorm(_h["_h_Table84"], "zg", 2);
      ptNorm(_h["_h_Table85"], "rg", 0);
      ptNorm(_h["_h_Table86"], "rg", 0);
      ptNorm(_h["_h_Table87"], "rg", 1);
      ptNorm(_h["_h_Table88"], "rg", 1);
      ptNorm(_h["_h_Table89"], "rg", 2);
      ptNorm(_h["_h_Table90"], "rg", 2);


      ptNorm(_h["_h_Table91"], "m", 0);
      ptNorm(_h["_h_Table92"], "m", 0);
      ptNorm(_h["_h_Table93"], "m", 1);
      ptNorm(_h["_h_Table94"], "m", 1);
      ptNorm(_h["_h_Table95"], "m", 2);
      ptNorm(_h["_h_Table96"], "m", 2);
      ptNorm(_h["_h_Table97"], "zg", 0);
      ptNorm(_h["_h_Table98"], "zg", 0);
      ptNorm(_h["_h_Table99"], "zg", 1);
      ptNorm(_h["_h_Table100"], "zg", 1);
      ptNorm(_h["_h_Table101"], "zg", 2);
      ptNorm(_h["_h_Table102"], "zg", 2);
      ptNorm(_h["_h_Table103"], "rg", 0);
      ptNorm(_h["_h_Table104"], "rg", 0);
      ptNorm(_h["_h_Table105"], "rg", 1);
      ptNorm(_h["_h_Table106"], "rg", 1);
      ptNorm(_h["_h_Table107"], "rg", 2);
      ptNorm(_h["_h_Table108"], "rg", 2);



      getQuarkGluon(_h["_h_Table91"], _h["_h_Table73"], _h["_h_Table109"], _h["_h_Table127"], 2, "m", 0);
      getQuarkGluon(_h["_h_Table92"], _h["_h_Table74"], _h["_h_Table110"], _h["_h_Table128"], 2, "m", 0);
      getQuarkGluon(_h["_h_Table93"], _h["_h_Table75"], _h["_h_Table111"], _h["_h_Table129"], 2, "m", 1);
      getQuarkGluon(_h["_h_Table94"], _h["_h_Table76"], _h["_h_Table112"], _h["_h_Table130"], 2, "m", 1);
      getQuarkGluon(_h["_h_Table95"], _h["_h_Table77"], _h["_h_Table113"], _h["_h_Table131"], 2, "m", 2);
      getQuarkGluon(_h["_h_Table96"], _h["_h_Table78"], _h["_h_Table114"], _h["_h_Table132"], 2, "m", 2);
      getQuarkGluon(_h["_h_Table97"], _h["_h_Table79"], _h["_h_Table115"], _h["_h_Table133"], 2, "zg", 0);
      getQuarkGluon(_h["_h_Table98"], _h["_h_Table80"], _h["_h_Table116"], _h["_h_Table134"], 2, "zg", 0);
      getQuarkGluon(_h["_h_Table99"], _h["_h_Table81"], _h["_h_Table117"], _h["_h_Table135"], 2, "zg", 1);
      getQuarkGluon(_h["_h_Table100"], _h["_h_Table82"], _h["_h_Table118"], _h["_h_Table136"], 2, "zg", 1);
      getQuarkGluon(_h["_h_Table101"], _h["_h_Table83"], _h["_h_Table119"], _h["_h_Table137"], 2, "zg", 2);
      getQuarkGluon(_h["_h_Table102"], _h["_h_Table84"], _h["_h_Table120"], _h["_h_Table138"], 2, "zg", 2);
      getQuarkGluon(_h["_h_Table103"], _h["_h_Table85"], _h["_h_Table121"], _h["_h_Table139"], 2, "rg", 0);
      getQuarkGluon(_h["_h_Table104"], _h["_h_Table86"], _h["_h_Table122"], _h["_h_Table140"], 2, "rg", 0);
      getQuarkGluon(_h["_h_Table105"], _h["_h_Table87"], _h["_h_Table123"], _h["_h_Table141"], 2, "rg", 1);
      getQuarkGluon(_h["_h_Table106"], _h["_h_Table88"], _h["_h_Table124"], _h["_h_Table142"], 2, "rg", 1);
      getQuarkGluon(_h["_h_Table107"], _h["_h_Table89"], _h["_h_Table125"], _h["_h_Table143"], 2, "rg", 2);
      getQuarkGluon(_h["_h_Table108"], _h["_h_Table90"], _h["_h_Table126"], _h["_h_Table144"], 2, "rg", 2);
    }

  protected:

    size_t normBin1, normBin2;
    vector<double> gluonFractionCentral, gluonFractionForward;
    vector<double> rgBins, zgBins, rhoBins, ptBins, zgBinsBeta0;

  private:
    map<string, Histo1DPtr> _h;

  };

  DECLARE_RIVET_PLUGIN(ATLAS_2019_I1772062);
}