FFTJetParameterParser.cc

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#include <cstdlib>
#include <cstring>
#include <memory>
 
#include <string>
#include <fstream>
 
#include "RecoJets/FFTJetProducers/interface/FFTJetParameterParser.h"
 
#include "RecoJets/FFTJetAlgorithms/interface/JetConvergenceDistance.h"
#include "RecoJets/FFTJetAlgorithms/interface/ScaleCalculators.h"
#include "RecoJets/FFTJetAlgorithms/interface/EtaAndPtDependentPeakSelector.h"
#include "RecoJets/FFTJetAlgorithms/interface/EtaDependentPileup.h"
#include "RecoJets/FFTJetAlgorithms/interface/PileupGrid2d.h"
#include "RecoJets/FFTJetAlgorithms/interface/JetAbsEta.h"
 
#include "FWCore/Utilities/interface/Exception.h"
#include "FWCore/ParameterSet/interface/ParameterSet.h"
 
#include "fftjet/PeakSelectors.hh"
#include "fftjet/Kernel2dFactory.hh"
#include "fftjet/GaussianNoiseMembershipFcn.hh"
#include "fftjet/EquidistantSequence.hh"
#include "fftjet/PeakEtaPhiDistance.hh"
#include "fftjet/PeakEtaDependentDistance.hh"
#include "fftjet/JetProperty.hh"
#include "fftjet/InterpolatedMembershipFcn.hh"
#include "fftjet/CompositeKernel.hh"
#include "fftjet/InterpolatedKernel.hh"
#include "fftjet/InterpolatedKernel3d.hh"
#include "fftjet/MagneticSmearingKernel.hh"
 
#define make_param(type, varname) const type& varname(ps.getParameter<type>(#varname))
 
using namespace fftjetcms;
 
typedef fftjet::RecombinedJet<VectorLike> RecoFFTJet;
 
static bool parse_peak_member_function(const char* fname, fftjet::JetProperty<fftjet::Peak>::JetMemberFunction* f) {
  if (strcmp(fname, "eta") == 0)
    *f = &fftjet::Peak::eta;
  else if (strcmp(fname, "phi") == 0)
    *f = &fftjet::Peak::phi;
  else if (strcmp(fname, "magnitude") == 0)
    *f = &fftjet::Peak::magnitude;
  else if (strcmp(fname, "driftSpeed") == 0)
    *f = &fftjet::Peak::driftSpeed;
  else if (strcmp(fname, "magSpeed") == 0)
    *f = &fftjet::Peak::magSpeed;
  else if (strcmp(fname, "lifetime") == 0)
    *f = &fftjet::Peak::lifetime;
  else if (strcmp(fname, "mergeTime") == 0)
    *f = &fftjet::Peak::mergeTime;
  else if (strcmp(fname, "splitTime") == 0)
    *f = &fftjet::Peak::splitTime;
  else if (strcmp(fname, "scale") == 0)
    *f = &fftjet::Peak::scale;
  else if (strcmp(fname, "nearestNeighborDistance") == 0)
    *f = &fftjet::Peak::nearestNeighborDistance;
  else if (strcmp(fname, "membershipFactor") == 0)
    *f = &fftjet::Peak::membershipFactor;
  else if (strcmp(fname, "recoScale") == 0)
    *f = &fftjet::Peak::recoScale;
  else if (strcmp(fname, "recoScaleRatio") == 0)
    *f = &fftjet::Peak::recoScaleRatio;
  else if (strcmp(fname, "laplacian") == 0)
    *f = &fftjet::Peak::laplacian;
  else if (strcmp(fname, "hessianDeterminant") == 0)
    *f = &fftjet::Peak::hessianDeterminant;
  else if (strcmp(fname, "clusterRadius") == 0)
    *f = &fftjet::Peak::clusterRadius;
  else if (strcmp(fname, "clusterSeparation") == 0)
    *f = &fftjet::Peak::clusterSeparation;
  else {
    return false;
  }
  return true;
}
 
static bool parse_jet_member_function(const char* fname, fftjet::JetProperty<RecoFFTJet>::JetMemberFunction* f) {
  if (strcmp(fname, "peakEta") == 0)
    *f = &RecoFFTJet::peakEta;
  else if (strcmp(fname, "peakPhi") == 0)
    *f = &RecoFFTJet::peakPhi;
  else if (strcmp(fname, "peakMagnitude") == 0)
    *f = &RecoFFTJet::peakMagnitude;
  else if (strcmp(fname, "magnitude") == 0)
    *f = &RecoFFTJet::magnitude;
  else if (strcmp(fname, "driftSpeed") == 0)
    *f = &RecoFFTJet::driftSpeed;
  else if (strcmp(fname, "magSpeed") == 0)
    *f = &RecoFFTJet::magSpeed;
  else if (strcmp(fname, "lifetime") == 0)
    *f = &RecoFFTJet::lifetime;
  else if (strcmp(fname, "mergeTime") == 0)
    *f = &RecoFFTJet::mergeTime;
  else if (strcmp(fname, "splitTime") == 0)
    *f = &RecoFFTJet::splitTime;
  else if (strcmp(fname, "scale") == 0)
    *f = &RecoFFTJet::scale;
  else if (strcmp(fname, "nearestNeighborDistance") == 0)
    *f = &RecoFFTJet::nearestNeighborDistance;
  else if (strcmp(fname, "membershipFactor") == 0)
    *f = &RecoFFTJet::membershipFactor;
  else if (strcmp(fname, "recoScale") == 0)
    *f = &RecoFFTJet::recoScale;
  else if (strcmp(fname, "recoScaleRatio") == 0)
    *f = &RecoFFTJet::recoScaleRatio;
  else if (strcmp(fname, "laplacian") == 0)
    *f = &RecoFFTJet::laplacian;
  else if (strcmp(fname, "hessianDeterminant") == 0)
    *f = &RecoFFTJet::hessianDeterminant;
  else if (strcmp(fname, "clusterRadius") == 0)
    *f = &RecoFFTJet::clusterRadius;
  else if (strcmp(fname, "clusterSeparation") == 0)
    *f = &RecoFFTJet::clusterSeparation;
  else {
    return false;
  }
  return true;
}
 
namespace fftjetcms {
 
  std::unique_ptr<fftjet::Grid2d<Real>> fftjet_Grid2d_parser(const edm::ParameterSet& ps) {
    typedef std::unique_ptr<fftjet::Grid2d<Real>> return_type;
    fftjet::Grid2d<Real>* g = nullptr;
 
    // Check if the grid should be read from file
    if (ps.exists("file")) {
      const std::string file = ps.getParameter<std::string>("file");
      std::ifstream in(file.c_str(), std::ios_base::in | std::ios_base::binary);
      if (!in.is_open())
        throw cms::Exception("FFTJetBadConfig") << "Failed to open file " << file << std::endl;
      g = fftjet::Grid2d<Real>::read(in);
      if (g == nullptr)
        throw cms::Exception("FFTJetBadConfig") << "Failed to read file " << file << std::endl;
    } else {
      const unsigned nEtaBins = ps.getParameter<unsigned>("nEtaBins");
      const Real etaMin = ps.getParameter<Real>("etaMin");
      const Real etaMax = ps.getParameter<Real>("etaMax");
      const unsigned nPhiBins = ps.getParameter<unsigned>("nPhiBins");
      const Real phiBin0Edge = ps.getParameter<Real>("phiBin0Edge");
      const std::string& title = ps.getUntrackedParameter<std::string>("title", "");
 
      if (nEtaBins == 0 || nPhiBins == 0 || etaMin >= etaMax)
        return return_type(nullptr);
 
      g = new fftjet::Grid2d<Real>(nEtaBins, etaMin, etaMax, nPhiBins, phiBin0Edge, title.c_str());
 
      // Check if the grid data is provided
      if (ps.exists("data")) {
        const std::vector<Real>& data = ps.getParameter<std::vector<Real>>("data");
        if (data.size() == nEtaBins * nPhiBins)
          g->blockSet(&data[0], nEtaBins, nPhiBins);
        else {
          delete g;
          g = nullptr;
        }
      }
    }
 
    return return_type(g);
  }
 
  std::unique_ptr<fftjet::Functor1<bool, fftjet::Peak>> fftjet_PeakSelector_parser(const edm::ParameterSet& ps) {
    typedef std::unique_ptr<fftjet::Functor1<bool, fftjet::Peak>> return_type;
 
    const std::string peakselector_type = ps.getParameter<std::string>("Class");
 
    if (!peakselector_type.compare("AllPeaksPass")) {
      return return_type(new fftjet::AllPeaksPass());
    }
 
    if (!peakselector_type.compare("EtaAndPtDependentPeakSelector")) {
      const std::string file = ps.getParameter<std::string>("file");
      std::ifstream in(file.c_str(), std::ios_base::in | std::ios_base::binary);
      if (!in.is_open())
        throw cms::Exception("FFTJetBadConfig") << "Failed to open file " << file << std::endl;
      EtaAndPtDependentPeakSelector* ptr = new EtaAndPtDependentPeakSelector(in);
      if (!ptr->isValid())
        throw cms::Exception("FFTJetBadConfig") << "Failed to read file " << file << std::endl;
      return return_type(ptr);
    }
 
    if (!peakselector_type.compare("EtaAndPtLookupPeakSelector")) {
      make_param(unsigned, nx);
      make_param(unsigned, ny);
      make_param(double, xmin);
      make_param(double, xmax);
      make_param(double, ymin);
      make_param(double, ymax);
      make_param(std::vector<double>, data);
 
      if (xmin >= xmax || ymin >= ymax || !nx || !ny || data.size() != nx * ny)
        throw cms::Exception("FFTJetBadConfig") << "Failed to configure EtaAndPtLookupPeakSelector" << std::endl;
 
      return return_type(new EtaAndPtLookupPeakSelector(nx, xmin, xmax, ny, ymin, ymax, data));
    }
 
    if (!peakselector_type.compare("SimplePeakSelector")) {
      const double magCut = ps.getParameter<double>("magCut");
      const double driftSpeedCut = ps.getParameter<double>("driftSpeedCut");
      const double magSpeedCut = ps.getParameter<double>("magSpeedCut");
      const double lifeTimeCut = ps.getParameter<double>("lifeTimeCut");
      const double NNDCut = ps.getParameter<double>("NNDCut");
      const double etaCut = ps.getParameter<double>("etaCut");
      const double splitTimeCut = ps.getParameter<double>("splitTimeCut");
      const double mergeTimeCut = ps.getParameter<double>("mergeTimeCut");
 
      return return_type(new fftjet::SimplePeakSelector(
          magCut, driftSpeedCut, magSpeedCut, lifeTimeCut, NNDCut, etaCut, splitTimeCut, mergeTimeCut));
    }
 
    if (!peakselector_type.compare("ScalePowerPeakSelector")) {
      const double a = ps.getParameter<double>("a");
      const double p = ps.getParameter<double>("p");
      const double b = ps.getParameter<double>("b");
      const double etaCut = ps.getParameter<double>("etaCut");
 
      return return_type(new fftjet::ScalePowerPeakSelector(a, p, b, etaCut));
    }
 
    return return_type(nullptr);
  }
 
  std::unique_ptr<fftjet::ScaleSpaceKernel> fftjet_MembershipFunction_parser(const edm::ParameterSet& ps) {
    typedef std::unique_ptr<fftjet::ScaleSpaceKernel> return_type;
 
    const std::string MembershipFunction_type = ps.getParameter<std::string>("Class");
 
    // Parse special cases first
    if (!MembershipFunction_type.compare("InterpolatedMembershipFcn")) {
      // This is a kernel defined by a 4d (sparsified) lookup table.
      // Here, it is simply loaded from a file using a built-in
      // method from fftjet. Note that the table representation
      // must be native binary (this will not work on platforms with
      // different endianity of floating point standard).
      const std::string file = ps.getParameter<std::string>("file");
      std::ifstream in(file.c_str(), std::ios_base::in | std::ios_base::binary);
      if (!in.is_open())
        throw cms::Exception("FFTJetBadConfig") << "Failed to open file " << file << std::endl;
      return return_type(fftjet::InterpolatedMembershipFcn<float>::read(in));
    }
 
    if (!MembershipFunction_type.compare("Composite")) {
      throw cms::Exception("FFTJetBadConfig")
          << "Parsing of CompositeKernel objects is not implemented yet" << std::endl;
    }
 
    if (!MembershipFunction_type.compare("MagneticSmearing")) {
      // This kernel represents smearing of a jet in phi
      // in a magnetic field. The meaning of the parameters
      // is explained in the comments in the MagneticSmearingKernel.hh
      // header file of the fftjet package.
      make_param(std::vector<double>, fragmentationData);
      make_param(double, numeratorConst);
      make_param(double, charge1Fraction);
      make_param(double, charge2Fraction);
      make_param(unsigned, samplesPerBin);
 
      if (fragmentationData.empty())
        throw cms::Exception("FFTJetBadConfig") << "Fragmentation function data not defined for "
                                                   "MagneticSmearingKernel"
                                                << std::endl;
      if (samplesPerBin < 1U)
        throw cms::Exception("FFTJetBadConfig") << "Bad number of samples per bin in "
                                                   "MagneticSmearingKernel"
                                                << std::endl;
 
      fftjet::LinearInterpolator1d* fragmentationFunction =
          new fftjet::LinearInterpolator1d(&fragmentationData[0], fragmentationData.size(), 0.0, 1.0);
 
      return return_type(new fftjet::MagneticSmearingKernel<fftjet::LinearInterpolator1d>(
          fragmentationFunction, numeratorConst, charge1Fraction, charge2Fraction, samplesPerBin, true));
    }
 
    if (!MembershipFunction_type.compare("Interpolated")) {
      // This is a kernel defined by a histogram-like 2d lookup table
      make_param(double, sx);
      make_param(double, sy);
      make_param(int, scalePower);
      make_param(unsigned, nxbins);
      make_param(double, xmin);
      make_param(double, xmax);
      make_param(unsigned, nybins);
      make_param(double, ymin);
      make_param(double, ymax);
      make_param(std::vector<double>, data);
 
      if (data.size() != nxbins * nybins)
        throw cms::Exception("FFTJetBadConfig") << "Bad number of data points for Interpolated kernel" << std::endl;
 
      return return_type(
          new fftjet::InterpolatedKernel(sx, sy, scalePower, &data[0], nxbins, xmin, xmax, nybins, ymin, ymax));
    }
 
    if (!MembershipFunction_type.compare("Interpolated3d")) {
      // This is a kernel defined by a histogram-like 3d lookup table
      make_param(std::vector<double>, data);
      make_param(std::vector<double>, scales);
      make_param(bool, useLogSpaceForScale);
      make_param(unsigned, nxbins);
      make_param(double, xmin);
      make_param(double, xmax);
      make_param(unsigned, nybins);
      make_param(double, ymin);
      make_param(double, ymax);
 
      if (data.size() != nxbins * nybins * scales.size())
        throw cms::Exception("FFTJetBadConfig") << "Bad number of data points for Interpolated3d kernel" << std::endl;
 
      return return_type(new fftjet::InterpolatedKernel3d(
          &data[0], scales, useLogSpaceForScale, nxbins, xmin, xmax, nybins, ymin, ymax));
    }
 
    // This is not a special kernel. Try one of the classes
    // in the kernel factory provided by FFTJet.
    fftjet::DefaultKernel2dFactory factory;
    if (factory[MembershipFunction_type] == nullptr) {
      return return_type(nullptr);
    }
 
    make_param(double, sx);
    make_param(double, sy);
    make_param(int, scalePower);
    make_param(std::vector<double>, kernelParameters);
 
    const int n_expected = factory[MembershipFunction_type]->nParameters();
    if (n_expected >= 0)
      if (static_cast<unsigned>(n_expected) != kernelParameters.size())
        throw cms::Exception("FFTJetBadConfig") << "Bad number of kernel parameters" << std::endl;
 
    return std::unique_ptr<fftjet::ScaleSpaceKernel>(
        factory[MembershipFunction_type]->create(sx, sy, scalePower, kernelParameters));
  }
 
  std::unique_ptr<AbsBgFunctor> fftjet_BgFunctor_parser(const edm::ParameterSet& ps) {
    const std::string bg_Membership_type = ps.getParameter<std::string>("Class");
 
    if (!bg_Membership_type.compare("GaussianNoiseMembershipFcn")) {
      const double minWeight = ps.getParameter<double>("minWeight");
      const double prior = ps.getParameter<double>("prior");
      return std::unique_ptr<AbsBgFunctor>(new fftjet::GaussianNoiseMembershipFcn(minWeight, prior));
    }
 
    return std::unique_ptr<AbsBgFunctor>(nullptr);
  }
 
  std::unique_ptr<std::vector<double>> fftjet_ScaleSet_parser(const edm::ParameterSet& ps) {
    typedef std::unique_ptr<std::vector<double>> return_type;
 
    const std::string className = ps.getParameter<std::string>("Class");
 
    if (!className.compare("EquidistantInLinearSpace") || !className.compare("EquidistantInLogSpace")) {
      const double minScale = ps.getParameter<double>("minScale");
      const double maxScale = ps.getParameter<double>("maxScale");
      const unsigned nScales = ps.getParameter<unsigned>("nScales");
 
      if (minScale <= 0.0 || maxScale <= 0.0 || nScales == 0 || minScale == maxScale)
        return return_type(nullptr);
 
      // Can't return pointers to EquidistantInLinearSpace
      // or EquidistantInLogSpace directly because std::vector
      // destructor is not virtual.
      if (!className.compare("EquidistantInLinearSpace"))
        return std::make_unique<std::vector<double>>(fftjet::EquidistantInLinearSpace(minScale, maxScale, nScales));
      else
        return std::make_unique<std::vector<double>>(fftjet::EquidistantInLogSpace(minScale, maxScale, nScales));
    }
 
    if (!className.compare("UserSet")) {
      return_type scales(new std::vector<double>(ps.getParameter<std::vector<double>>("scales")));
 
      // Verify that all scales are positive and unique
      const unsigned nscales = scales->size();
      for (unsigned i = 0; i < nscales; ++i)
        if ((*scales)[i] <= 0.0)
          return return_type(nullptr);
 
      for (unsigned i = 1; i < nscales; ++i)
        for (unsigned j = 0; j < i; ++j)
          if ((*scales)[i] == (*scales)[j])
            return return_type(nullptr);
 
      return scales;
    }
 
    return return_type(nullptr);
  }
 
  std::unique_ptr<fftjet::ClusteringTreeSparsifier<fftjet::Peak, long>> fftjet_ClusteringTreeSparsifier_parser(
      const edm::ParameterSet& ps) {
    const int maxLevelNumber = ps.getParameter<int>("maxLevelNumber");
    const unsigned filterMask = ps.getParameter<unsigned>("filterMask");
    const std::vector<double> userScalesV = ps.getParameter<std::vector<double>>("userScales");
    const unsigned nUserScales = userScalesV.size();
    const double* userScales = nUserScales ? &userScalesV[0] : nullptr;
 
    return std::make_unique<fftjet::ClusteringTreeSparsifier<fftjet::Peak, long>>(
        maxLevelNumber, filterMask, userScales, nUserScales);
  }
 
  std::unique_ptr<fftjet::AbsDistanceCalculator<fftjet::Peak>> fftjet_DistanceCalculator_parser(
      const edm::ParameterSet& ps) {
    typedef std::unique_ptr<fftjet::AbsDistanceCalculator<fftjet::Peak>> return_type;
 
    const std::string calc_type = ps.getParameter<std::string>("Class");
 
    if (!calc_type.compare("PeakEtaPhiDistance")) {
      const double etaToPhiBandwidthRatio = ps.getParameter<double>("etaToPhiBandwidthRatio");
      return return_type(new fftjet::PeakEtaPhiDistance(etaToPhiBandwidthRatio));
    }
 
    if (!calc_type.compare("PeakEtaDependentDistance")) {
      std::unique_ptr<fftjet::LinearInterpolator1d> interp =
          fftjet_LinearInterpolator1d_parser(ps.getParameter<edm::ParameterSet>("Interpolator"));
      const fftjet::LinearInterpolator1d* ip = interp.get();
      if (ip == nullptr)
        return return_type(nullptr);
 
      // Check that the interpolator is always positive
      const unsigned n = ip->nx();
      const double* data = ip->getData();
      for (unsigned i = 0; i < n; ++i)
        if (data[i] <= 0.0)
          return return_type(nullptr);
      if (ip->fLow() <= 0.0 || ip->fHigh() <= 0.0)
        return return_type(nullptr);
 
      return return_type(new fftjet::PeakEtaDependentDistance(*ip));
    }
 
    return return_type(nullptr);
  }
 
  std::unique_ptr<fftjetcms::LinInterpolatedTable1D> fftjet_LinInterpolatedTable1D_parser(const edm::ParameterSet& ps) {
    const double xmin = ps.getParameter<double>("xmin");
    const double xmax = ps.getParameter<double>("xmax");
    const bool leftExtrapolationLinear = ps.getParameter<bool>("leftExtrapolationLinear");
    const bool rightExtrapolationLinear = ps.getParameter<bool>("rightExtrapolationLinear");
    const std::vector<double> data(ps.getParameter<std::vector<double>>("data"));
    if (data.empty())
      return std::unique_ptr<fftjetcms::LinInterpolatedTable1D>(nullptr);
    else
      return std::make_unique<fftjetcms::LinInterpolatedTable1D>(
          &data[0], data.size(), xmin, xmax, leftExtrapolationLinear, rightExtrapolationLinear);
  }
 
  std::unique_ptr<fftjet::LinearInterpolator1d> fftjet_LinearInterpolator1d_parser(const edm::ParameterSet& ps) {
    const double xmin = ps.getParameter<double>("xmin");
    const double xmax = ps.getParameter<double>("xmax");
    const double flow = ps.getParameter<double>("flow");
    const double fhigh = ps.getParameter<double>("fhigh");
    const std::vector<double> data(ps.getParameter<std::vector<double>>("data"));
    if (data.empty())
      return std::unique_ptr<fftjet::LinearInterpolator1d>(nullptr);
    else
      return std::make_unique<fftjet::LinearInterpolator1d>(&data[0], data.size(), xmin, xmax, flow, fhigh);
  }
 
  std::unique_ptr<fftjet::LinearInterpolator2d> fftjet_LinearInterpolator2d_parser(const edm::ParameterSet& ps) {
    const std::string file = ps.getParameter<std::string>("file");
    std::ifstream in(file.c_str(), std::ios_base::in | std::ios_base::binary);
    if (!in.is_open())
      throw cms::Exception("FFTJetBadConfig") << "Failed to open file " << file << std::endl;
    fftjet::LinearInterpolator2d* ip = fftjet::LinearInterpolator2d::read(in);
    if (!ip)
      throw cms::Exception("FFTJetBadConfig") << "Failed to read file " << file << std::endl;
    return std::unique_ptr<fftjet::LinearInterpolator2d>(ip);
  }
 
  std::unique_ptr<fftjet::Functor1<double, fftjet::Peak>> fftjet_PeakFunctor_parser(const edm::ParameterSet& ps) {
    typedef fftjet::Functor1<double, fftjet::Peak> ptr_type;
    typedef std::unique_ptr<ptr_type> return_type;
 
    const std::string property_type = ps.getParameter<std::string>("Class");
 
    if (!property_type.compare("Log")) {
      return_type wrapped = fftjet_PeakFunctor_parser(ps.getParameter<edm::ParameterSet>("function"));
      ptr_type* wr = wrapped.get();
      if (wr) {
        return_type result = return_type(new fftjet::LogProperty<fftjet::Peak>(wr, true));
        wrapped.release();
        return result;
      }
    }
 
    if (!property_type.compare("PeakProperty")) {
      const std::string member = ps.getParameter<std::string>("member");
      fftjet::JetProperty<fftjet::Peak>::JetMemberFunction fcn;
      if (parse_peak_member_function(member.c_str(), &fcn))
        return return_type(new fftjet::JetProperty<fftjet::Peak>(fcn));
      else
        return return_type(nullptr);
    }
 
    if (!property_type.compare("MinusScaledLaplacian")) {
      const double sx = ps.getParameter<double>("sx");
      const double sy = ps.getParameter<double>("sx");
      return return_type(new fftjet::MinusScaledLaplacian<fftjet::Peak>(sx, sy));
    }
 
    if (!property_type.compare("ScaledHessianDet")) {
      return return_type(new fftjet::ScaledHessianDet<fftjet::Peak>());
    }
 
    if (!property_type.compare("ScaledMagnitude")) {
      return return_type(new fftjet::ScaledMagnitude<fftjet::Peak>());
    }
 
    if (!property_type.compare("ScaledMagnitude2")) {
      return return_type(new fftjet::ScaledMagnitude2<fftjet::Peak>());
    }
 
    if (!property_type.compare("ConstDouble")) {
      const double value = ps.getParameter<double>("value");
      return return_type(new ConstDouble<fftjet::Peak>(value));
    }
 
    if (!property_type.compare("ProportionalToScale")) {
      const double value = ps.getParameter<double>("value");
      return return_type(new ProportionalToScale<fftjet::Peak>(value));
    }
 
    if (!property_type.compare("MultiplyByConst")) {
      const double factor = ps.getParameter<double>("factor");
      return_type function = fftjet_PeakFunctor_parser(ps.getParameter<edm::ParameterSet>("function"));
      ptr_type* ptr = function.get();
      if (ptr) {
        return_type result = return_type(new MultiplyByConst<fftjet::Peak>(factor, ptr, true));
        function.release();
        return result;
      }
    }
 
    if (!property_type.compare("CompositeFunctor")) {
      std::unique_ptr<fftjet::Functor1<double, double>> fcn1 =
          fftjet_Function_parser(ps.getParameter<edm::ParameterSet>("function1"));
      return_type fcn2 = fftjet_PeakFunctor_parser(ps.getParameter<edm::ParameterSet>("function2"));
      fftjet::Functor1<double, double>* f1 = fcn1.get();
      ptr_type* f2 = fcn2.get();
      if (f1 && f2) {
        return_type result = return_type(new CompositeFunctor<fftjet::Peak>(f1, f2, true));
        fcn1.release();
        fcn2.release();
        return result;
      }
    }
 
    if (!property_type.compare("ProductFunctor")) {
      return_type fcn1 = fftjet_PeakFunctor_parser(ps.getParameter<edm::ParameterSet>("function1"));
      return_type fcn2 = fftjet_PeakFunctor_parser(ps.getParameter<edm::ParameterSet>("function2"));
      ptr_type* f1 = fcn1.get();
      ptr_type* f2 = fcn2.get();
      if (f1 && f2) {
        return_type result = return_type(new ProductFunctor<fftjet::Peak>(f1, f2, true));
        fcn1.release();
        fcn2.release();
        return result;
      }
    }
 
    if (!property_type.compare("MagnitudeDependent")) {
      std::unique_ptr<fftjet::Functor1<double, double>> fcn1 =
          fftjet_Function_parser(ps.getParameter<edm::ParameterSet>("function"));
      fftjet::Functor1<double, double>* f1 = fcn1.get();
      if (f1) {
        return_type result = return_type(new MagnitudeDependent<fftjet::Peak>(f1, true));
        fcn1.release();
        return result;
      }
    }
 
    if (!property_type.compare("PeakEtaDependent")) {
      std::unique_ptr<fftjet::Functor1<double, double>> fcn1 =
          fftjet_Function_parser(ps.getParameter<edm::ParameterSet>("function"));
      fftjet::Functor1<double, double>* f1 = fcn1.get();
      if (f1) {
        return_type result = return_type(new PeakEtaDependent(f1, true));
        fcn1.release();
        return result;
      }
    }
 
    return return_type(nullptr);
  }
 
  std::unique_ptr<fftjet::Functor1<double, fftjet::RecombinedJet<VectorLike>>> fftjet_JetFunctor_parser(
      const edm::ParameterSet& ps) {
    typedef fftjet::Functor1<double, RecoFFTJet> ptr_type;
    typedef std::unique_ptr<ptr_type> return_type;
 
    const std::string property_type = ps.getParameter<std::string>("Class");
 
    if (!property_type.compare("Log")) {
      return_type wrapped = fftjet_JetFunctor_parser(ps.getParameter<edm::ParameterSet>("function"));
      fftjet::Functor1<double, RecoFFTJet>* wr = wrapped.get();
      if (wr) {
        return_type result = return_type(new fftjet::LogProperty<RecoFFTJet>(wr, true));
        wrapped.release();
        return result;
      }
    }
 
    if (!property_type.compare("JetEtaDependent")) {
      std::unique_ptr<fftjet::Functor1<double, double>> fcn1 =
          fftjet_Function_parser(ps.getParameter<edm::ParameterSet>("function"));
      fftjet::Functor1<double, double>* f1 = fcn1.get();
      if (f1) {
        return_type result = return_type(new JetEtaDependent(f1, true));
        fcn1.release();
        return result;
      }
    }
 
    if (!property_type.compare("JetProperty")) {
      const std::string member = ps.getParameter<std::string>("member");
      fftjet::JetProperty<RecoFFTJet>::JetMemberFunction fcn;
      if (parse_jet_member_function(member.c_str(), &fcn))
        return return_type(new fftjet::JetProperty<RecoFFTJet>(fcn));
      else
        return return_type(nullptr);
    }
 
    if (!property_type.compare("ConstDouble")) {
      const double value = ps.getParameter<double>("value");
      return return_type(new ConstDouble<RecoFFTJet>(value));
    }
 
    if (!property_type.compare("ProportionalToScale")) {
      const double value = ps.getParameter<double>("value");
      return return_type(new ProportionalToScale<RecoFFTJet>(value));
    }
 
    if (!property_type.compare("MultiplyByConst")) {
      const double factor = ps.getParameter<double>("factor");
      return_type function = fftjet_JetFunctor_parser(ps.getParameter<edm::ParameterSet>("function"));
      ptr_type* ptr = function.get();
      if (ptr) {
        return_type result = return_type(new MultiplyByConst<RecoFFTJet>(factor, ptr, true));
        function.release();
        return result;
      }
    }
 
    if (!property_type.compare("CompositeFunctor")) {
      std::unique_ptr<fftjet::Functor1<double, double>> fcn1 =
          fftjet_Function_parser(ps.getParameter<edm::ParameterSet>("function1"));
      return_type fcn2 = fftjet_JetFunctor_parser(ps.getParameter<edm::ParameterSet>("function2"));
      fftjet::Functor1<double, double>* f1 = fcn1.get();
      ptr_type* f2 = fcn2.get();
      if (f1 && f2) {
        return_type result = return_type(new CompositeFunctor<RecoFFTJet>(f1, f2, true));
        fcn1.release();
        fcn2.release();
        return result;
      }
    }
 
    if (!property_type.compare("ProductFunctor")) {
      return_type fcn1 = fftjet_JetFunctor_parser(ps.getParameter<edm::ParameterSet>("function1"));
      return_type fcn2 = fftjet_JetFunctor_parser(ps.getParameter<edm::ParameterSet>("function2"));
      ptr_type* f1 = fcn1.get();
      ptr_type* f2 = fcn2.get();
      if (f1 && f2) {
        return_type result = return_type(new ProductFunctor<RecoFFTJet>(f1, f2, true));
        fcn1.release();
        fcn2.release();
        return result;
      }
    }
 
    if (!property_type.compare("MagnitudeDependent")) {
      std::unique_ptr<fftjet::Functor1<double, double>> fcn1 =
          fftjet_Function_parser(ps.getParameter<edm::ParameterSet>("function"));
      fftjet::Functor1<double, double>* f1 = fcn1.get();
      if (f1) {
        return_type result = return_type(new MagnitudeDependent<RecoFFTJet>(f1, true));
        fcn1.release();
        return result;
      }
    }
 
    return return_type(nullptr);
  }
 
  std::unique_ptr<fftjet::Functor2<double, fftjet::RecombinedJet<VectorLike>, fftjet::RecombinedJet<VectorLike>>>
  fftjet_JetDistance_parser(const edm::ParameterSet& ps) {
    typedef std::unique_ptr<
        fftjet::Functor2<double, fftjet::RecombinedJet<VectorLike>, fftjet::RecombinedJet<VectorLike>>>
        return_type;
 
    const std::string distance_type = ps.getParameter<std::string>("Class");
 
    if (!distance_type.compare("JetConvergenceDistance")) {
      make_param(double, etaToPhiBandwidthRatio);
      make_param(double, relativePtBandwidth);
 
      if (etaToPhiBandwidthRatio > 0.0 && relativePtBandwidth > 0.0)
        return return_type(new JetConvergenceDistance(etaToPhiBandwidthRatio, relativePtBandwidth));
    }
 
    return return_type(nullptr);
  }
 
  std::unique_ptr<fftjet::Functor1<double, double>> fftjet_Function_parser(const edm::ParameterSet& ps) {
    typedef std::unique_ptr<fftjet::Functor1<double, double>> return_type;
 
    const std::string fcn_type = ps.getParameter<std::string>("Class");
 
    if (!fcn_type.compare("LinearInterpolator1d")) {
      std::unique_ptr<fftjet::LinearInterpolator1d> p = fftjet_LinearInterpolator1d_parser(ps);
      fftjet::LinearInterpolator1d* ptr = p.get();
      if (ptr) {
        p.release();
        return return_type(ptr);
      }
    }
 
    if (!fcn_type.compare("LinInterpolatedTable1D")) {
      std::unique_ptr<fftjetcms::LinInterpolatedTable1D> p = fftjet_LinInterpolatedTable1D_parser(ps);
      fftjetcms::LinInterpolatedTable1D* ptr = p.get();
      if (ptr) {
        p.release();
        return return_type(ptr);
      }
    }
 
    if (!fcn_type.compare("Polynomial")) {
      std::vector<double> coeffs;
      for (unsigned i = 0;; ++i) {
        std::ostringstream s;
        s << 'c' << i;
        if (ps.exists(s.str()))
          coeffs.push_back(ps.getParameter<double>(s.str()));
        else
          break;
      }
      return return_type(new Polynomial(coeffs));
    }
 
    return return_type(nullptr);
  }
 
  std::unique_ptr<AbsPileupCalculator> fftjet_PileupCalculator_parser(const edm::ParameterSet& ps) {
    typedef std::unique_ptr<AbsPileupCalculator> return_type;
 
    const std::string fcn_type = ps.getParameter<std::string>("Class");
 
    if (!fcn_type.compare("EtaDependentPileup")) {
      std::unique_ptr<fftjet::LinearInterpolator2d> interp =
          fftjet_LinearInterpolator2d_parser(ps.getParameter<edm::ParameterSet>("Interpolator2d"));
      const double inputRhoFactor = ps.getParameter<double>("inputRhoFactor");
      const double outputRhoFactor = ps.getParameter<double>("outputRhoFactor");
 
      const fftjet::LinearInterpolator2d* ip = interp.get();
      if (ip)
        return return_type(new EtaDependentPileup(*ip, inputRhoFactor, outputRhoFactor));
      else
        return return_type(nullptr);
    }
 
    if (!fcn_type.compare("PileupGrid2d")) {
      std::unique_ptr<fftjet::Grid2d<Real>> grid = fftjet_Grid2d_parser(ps.getParameter<edm::ParameterSet>("Grid2d"));
      const double rhoFactor = ps.getParameter<double>("rhoFactor");
 
      const fftjet::Grid2d<Real>* g = grid.get();
      if (g)
        return return_type(new PileupGrid2d(*g, rhoFactor));
      else
        return return_type(nullptr);
    }
 
    return return_type(nullptr);
  }
 
  std::unique_ptr<fftjet::JetMagnitudeMapper2d<fftjet::Peak>> fftjet_PeakMagnitudeMapper2d_parser(
      const edm::ParameterSet& ps) {
    std::unique_ptr<fftjet::LinearInterpolator2d> responseCurve =
        fftjet_LinearInterpolator2d_parser(ps.getParameter<edm::ParameterSet>("responseCurve"));
 
    const double minPredictor = ps.getParameter<double>("minPredictor");
    const double maxPredictor = ps.getParameter<double>("maxPredictor");
    const unsigned nPredPoints = ps.getParameter<unsigned>("nPredPoints");
    const double maxMagnitude = ps.getParameter<double>("maxMagnitude");
    const unsigned nMagPoints = ps.getParameter<unsigned>("nMagPoints");
 
    return (std::make_unique<fftjet::JetMagnitudeMapper2d<fftjet::Peak>>(*responseCurve,
                                                                         new fftjetcms::PeakAbsEta<fftjet::Peak>(),
                                                                         true,
                                                                         minPredictor,
                                                                         maxPredictor,
                                                                         nPredPoints,
                                                                         maxMagnitude,
                                                                         nMagPoints));
  }
 
  std::unique_ptr<fftjet::JetMagnitudeMapper2d<fftjet::RecombinedJet<VectorLike>>> fftjet_JetMagnitudeMapper2d_parser(
      const edm::ParameterSet& ps) {
    std::unique_ptr<fftjet::LinearInterpolator2d> responseCurve =
        fftjet_LinearInterpolator2d_parser(ps.getParameter<edm::ParameterSet>("responseCurve"));
 
    const double minPredictor = ps.getParameter<double>("minPredictor");
    const double maxPredictor = ps.getParameter<double>("maxPredictor");
    const unsigned nPredPoints = ps.getParameter<unsigned>("nPredPoints");
    const double maxMagnitude = ps.getParameter<double>("maxMagnitude");
    const unsigned nMagPoints = ps.getParameter<unsigned>("nMagPoints");
 
    return (std::make_unique<fftjet::JetMagnitudeMapper2d<RecoFFTJet>>(*responseCurve,
                                                                       new fftjetcms::JetAbsEta<RecoFFTJet>(),
                                                                       true,
                                                                       minPredictor,
                                                                       maxPredictor,
                                                                       nPredPoints,
                                                                       maxMagnitude,
                                                                       nMagPoints));
  }
 
}  // namespace fftjetcms