HIMultiTrackSelector Class Reference

#include <HIMultiTrackSelector.h>

Inheritance diagram for HIMultiTrackSelector:

Public Member Functions
	HIMultiTrackSelector ()
	constructor More...
	HIMultiTrackSelector (const edm::ParameterSet &cfg)
	~HIMultiTrackSelector () override
	destructor More...
Public Member Functions inherited from edm::stream::EDProducer<>
	EDProducer ()=default
bool	hasAbilityToProduceInLumis () const final
bool	hasAbilityToProduceInRuns () const final

Protected Types
typedef math::XYZPoint	Point

Protected Member Functions
void	beginStream (edm::StreamID) final
void	ParseForestVars ()
void	processMVA (edm::Event &evt, const edm::EventSetup &es, std::vector< float > &mvaVals_, const reco::VertexCollection &hVtx) const
void	produce (edm::Event &evt, const edm::EventSetup &es) final
	process one event More...
virtual void	run (edm::Event &evt, const edm::EventSetup &es) const
bool	select (unsigned tsNum, const reco::BeamSpot &vertexBeamSpot, const TrackingRecHitCollection &recHits, const reco::Track &tk, const std::vector< Point > &points, std::vector< float > &vterr, std::vector< float > &vzerr, double mvaVal) const
	return class, or -1 if rejected More...
void	selectVertices (unsigned int tsNum, const reco::VertexCollection &vtxs, std::vector< Point > &points, std::vector< float > &vterr, std::vector< float > &vzerr) const

Protected Attributes
std::vector< bool >	applyAbsCutsIfNoPV_
std::vector< bool >	applyAdaptedPVCuts_
bool	applyPixelMergingCuts_
edm::EDGetTokenT< reco::BeamSpot >	beamspot_
std::vector< double >	chi2n_no1Dmod_par_
std::vector< double >	chi2n_par_
std::vector< std::vector< double > >	d0_par1_
std::vector< std::vector< double > >	d0_par2_
std::string	dbFileName_
std::vector< std::vector< double > >	dz_par1_
std::vector< std::vector< double > >	dz_par2_
GBRForest *	forest_
std::string	forestLabel_
std::vector< std::string >	forestVars_
edm::EDGetTokenT< TrackingRecHitCollection >	hSrc_
std::vector< bool >	keepAllTracks_
std::vector< double >	max_d0_
	Impact parameter absolute cuts. More...
std::vector< double >	max_d0NoPV_
std::vector< double >	max_eta_
std::vector< int32_t >	max_lostHitFraction_
std::vector< uint32_t >	max_lostLayers_
std::vector< int32_t >	max_minMissHitOutOrIn_
std::vector< double >	max_relpterr_
std::vector< double >	max_z0_
std::vector< double >	max_z0NoPV_
std::vector< uint32_t >	min_3Dlayers_
std::vector< double >	min_eta_
std::vector< uint32_t >	min_hits_bypass_
std::vector< uint32_t >	min_layers_
	Cuts on numbers of layers with hits/3D hits/lost hits. More...
std::vector< double >	min_MVA_
std::vector< uint32_t >	min_nhits_
std::string	mvaType_
std::vector< int >	mvavars_indices
std::vector< std::string >	name_
std::vector< double >	nSigmaZ_
std::vector< std::vector< double > >	pixel_pTMaxCut_
std::vector< std::vector< double > >	pixel_pTMinCut_
std::vector< unsigned int >	preFilter_
std::vector< reco::TrackBase::TrackQuality >	qualityToSet_
std::vector< std::vector< double > >	res_par_
std::vector< bool >	setQualityBit_
	do I have to set a quality bit? More...
edm::EDGetTokenT< reco::TrackCollection >	src_
	source collection label More...
bool	useAnyMVA_
bool	useForestFromDB_
std::vector< bool >	useMVA_
bool	useVertices_
bool	useVtxError_
std::vector< StringCutObjectSelector< reco::Vertex > >	vertexCut_
edm::EDGetTokenT< reco::VertexCollection >	vertices_
std::vector< int32_t >	vtxNumber_
	vertex cuts More...

Additional Inherited Members
Public Types inherited from edm::stream::EDProducer<>
typedef CacheContexts< T... >	CacheTypes
typedef CacheTypes::GlobalCache	GlobalCache
typedef AbilityChecker< T... >	HasAbility
typedef CacheTypes::LuminosityBlockCache	LuminosityBlockCache
typedef LuminosityBlockContextT< LuminosityBlockCache, RunCache, GlobalCache >	LuminosityBlockContext
typedef CacheTypes::LuminosityBlockSummaryCache	LuminosityBlockSummaryCache
typedef CacheTypes::RunCache	RunCache
typedef RunContextT< RunCache, GlobalCache >	RunContext
typedef CacheTypes::RunSummaryCache	RunSummaryCache

Detailed Description

selects a subset of a track collection, copying extra information on demand

Author

David Lange

Definition at line 52 of file HIMultiTrackSelector.h.

Member Typedef Documentation

typedef math::XYZPoint HIMultiTrackSelector::Point

protected

Definition at line 70 of file HIMultiTrackSelector.h.

Constructor & Destructor Documentation

HIMultiTrackSelector::HIMultiTrackSelector ( )

explicit

constructor

Definition at line 58 of file HIMultiTrackSelector.cc.

{
  useForestFromDB_ = true;
  forest_ = nullptr;
}

HIMultiTrackSelector::HIMultiTrackSelector ( const edm::ParameterSet &  cfg )

explicit

Definition at line 94 of file HIMultiTrackSelector.cc.

References applyAbsCutsIfNoPV_, applyAdaptedPVCuts_, applyPixelMergingCuts_, chi2n_no1Dmod_par_, chi2n_par_, d0_par1_, d0_par2_, dbFileName_, dz_par1_, dz_par2_, Exception, edm::ParameterSet::exists(), forest_, forestLabel_, forestVars_, edm::ParameterSet::getParameter(), mps_fire::i, keepAllTracks_, max_d0_, max_d0NoPV_, max_eta_, max_lostHitFraction_, max_lostLayers_, max_minMissHitOutOrIn_, max_relpterr_, max_z0_, max_z0NoPV_, min_3Dlayers_, min_eta_, min_hits_bypass_, min_layers_, min_MVA_, min_nhits_, mvaType_, name_, nSigmaZ_, ParseForestVars(), pixel_pTMaxCut_, pixel_pTMinCut_, preFilter_, qualityToSet_, res_par_, setQualityBit_, AlCaHLTBitMon_QueryRunRegistry::string, useAnyMVA_, useForestFromDB_, useMVA_, useVertices_, vertexCut_, vertices_, and vtxNumber_.

                                                                        :
  src_( consumes<reco::TrackCollection>( cfg.getParameter<edm::InputTag>( "src" ) ) ),
  hSrc_(consumes<TrackingRecHitCollection>( cfg.getParameter<edm::InputTag>( "src" ) ) ),
  beamspot_( consumes<reco::BeamSpot>( cfg.getParameter<edm::InputTag>( "beamspot" ) ) ),
  useVertices_( cfg.getParameter<bool>( "useVertices" ) ),
  useVtxError_( cfg.getParameter<bool>( "useVtxError" ) )
  // now get the pset for each selector
{
  if (useVertices_) vertices_ = consumes<reco::VertexCollection>(cfg.getParameter<edm::InputTag>( "vertices" ));

  applyPixelMergingCuts_ = false;
  if(cfg.exists("applyPixelMergingCuts")) 
    applyPixelMergingCuts_ = cfg.getParameter<bool>("applyPixelMergingCuts");

  useAnyMVA_ = false;
  forestLabel_ = "MVASelectorIter0";
  std::string type = "BDTG";
  useForestFromDB_ = true;
  dbFileName_ = "";

  forest_ = nullptr;

  if(cfg.exists("useAnyMVA")) useAnyMVA_ = cfg.getParameter<bool>("useAnyMVA");
  if(useAnyMVA_){
    if(cfg.exists("mvaType"))type = cfg.getParameter<std::string>("mvaType");
    if(cfg.exists("GBRForestLabel"))forestLabel_ = cfg.getParameter<std::string>("GBRForestLabel");
    if(cfg.exists("GBRForestVars")) {
      forestVars_ = cfg.getParameter<std::vector<std::string> >("GBRForestVars");
      ParseForestVars();
    }
    if(cfg.exists("GBRForestFileName")){
      dbFileName_ = cfg.getParameter<std::string>("GBRForestFileName");
      useForestFromDB_ = false;
    }
     mvaType_ = type;
  }
  std::vector<edm::ParameterSet> trkSelectors( cfg.getParameter<std::vector< edm::ParameterSet> >("trackSelectors") );
  qualityToSet_.reserve(trkSelectors.size());
  vtxNumber_.reserve(trkSelectors.size());
  vertexCut_.reserve(trkSelectors.size());
  res_par_.reserve(trkSelectors.size());
  chi2n_par_.reserve(trkSelectors.size());
  chi2n_no1Dmod_par_.reserve(trkSelectors.size());
  d0_par1_.reserve(trkSelectors.size());
  dz_par1_.reserve(trkSelectors.size());
  d0_par2_.reserve(trkSelectors.size());
  dz_par2_.reserve(trkSelectors.size());
  applyAdaptedPVCuts_.reserve(trkSelectors.size());
  max_d0_.reserve(trkSelectors.size());
  max_z0_.reserve(trkSelectors.size());
  nSigmaZ_.reserve(trkSelectors.size());
  pixel_pTMinCut_.reserve(trkSelectors.size());
  pixel_pTMaxCut_.reserve(trkSelectors.size());
  min_layers_.reserve(trkSelectors.size());
  min_3Dlayers_.reserve(trkSelectors.size());
  max_lostLayers_.reserve(trkSelectors.size());
  min_hits_bypass_.reserve(trkSelectors.size());
  applyAbsCutsIfNoPV_.reserve(trkSelectors.size());
  max_d0NoPV_.reserve(trkSelectors.size());
  max_z0NoPV_.reserve(trkSelectors.size());
  preFilter_.reserve(trkSelectors.size());
  max_relpterr_.reserve(trkSelectors.size());
  min_nhits_.reserve(trkSelectors.size());
  max_minMissHitOutOrIn_.reserve(trkSelectors.size());
  max_lostHitFraction_.reserve(trkSelectors.size());
  min_eta_.reserve(trkSelectors.size());
  max_eta_.reserve(trkSelectors.size());
  useMVA_.reserve(trkSelectors.size());
  //mvaReaders_.reserve(trkSelectors.size());
  min_MVA_.reserve(trkSelectors.size());
  //mvaType_.reserve(trkSelectors.size());

  produces<edm::ValueMap<float> >("MVAVals");

  for ( unsigned int i=0; i<trkSelectors.size(); i++) {

    qualityToSet_.push_back( TrackBase::undefQuality );
    // parameters for vertex selection
    vtxNumber_.push_back( useVertices_ ? trkSelectors[i].getParameter<int32_t>("vtxNumber") : 0 );
    vertexCut_.push_back( useVertices_ ? trkSelectors[i].getParameter<std::string>("vertexCut") : nullptr);
    //  parameters for adapted optimal cuts on chi2 and primary vertex compatibility
    res_par_.push_back(trkSelectors[i].getParameter< std::vector<double> >("res_par") );
    chi2n_par_.push_back( trkSelectors[i].getParameter<double>("chi2n_par") );
    chi2n_no1Dmod_par_.push_back( trkSelectors[i].getParameter<double>("chi2n_no1Dmod_par") );
    d0_par1_.push_back(trkSelectors[i].getParameter< std::vector<double> >("d0_par1"));
    dz_par1_.push_back(trkSelectors[i].getParameter< std::vector<double> >("dz_par1"));
    d0_par2_.push_back(trkSelectors[i].getParameter< std::vector<double> >("d0_par2"));
    dz_par2_.push_back(trkSelectors[i].getParameter< std::vector<double> >("dz_par2"));
    // Boolean indicating if adapted primary vertex compatibility cuts are to be applied.
    applyAdaptedPVCuts_.push_back(trkSelectors[i].getParameter<bool>("applyAdaptedPVCuts"));
    // Impact parameter absolute cuts.
    max_d0_.push_back(trkSelectors[i].getParameter<double>("max_d0"));
    max_z0_.push_back(trkSelectors[i].getParameter<double>("max_z0"));
    nSigmaZ_.push_back(trkSelectors[i].getParameter<double>("nSigmaZ"));
    // Cuts on numbers of layers with hits/3D hits/lost hits.
    min_layers_.push_back(trkSelectors[i].getParameter<uint32_t>("minNumberLayers") );
    min_3Dlayers_.push_back(trkSelectors[i].getParameter<uint32_t>("minNumber3DLayers") );
    max_lostLayers_.push_back(trkSelectors[i].getParameter<uint32_t>("maxNumberLostLayers"));
    min_hits_bypass_.push_back(trkSelectors[i].getParameter<uint32_t>("minHitsToBypassChecks"));
    // Flag to apply absolute cuts if no PV passes the selection
    applyAbsCutsIfNoPV_.push_back(trkSelectors[i].getParameter<bool>("applyAbsCutsIfNoPV"));
    keepAllTracks_.push_back( trkSelectors[i].getParameter<bool>("keepAllTracks")); 
    max_relpterr_.push_back(trkSelectors[i].getParameter<double>("max_relpterr"));
    min_nhits_.push_back(trkSelectors[i].getParameter<uint32_t>("min_nhits"));
    max_minMissHitOutOrIn_.push_back(
    trkSelectors[i].existsAs<int32_t>("max_minMissHitOutOrIn") ? 
    trkSelectors[i].getParameter<int32_t>("max_minMissHitOutOrIn") : 99);
    max_lostHitFraction_.push_back(
    trkSelectors[i].existsAs<double>("max_lostHitFraction") ?
    trkSelectors[i].getParameter<double>("max_lostHitFraction") : 1.0);
    min_eta_.push_back(trkSelectors[i].existsAs<double>("min_eta") ?
    trkSelectors[i].getParameter<double>("min_eta"):-9999);
    max_eta_.push_back(trkSelectors[i].existsAs<double>("max_eta") ?
    trkSelectors[i].getParameter<double>("max_eta"):9999);
  
    setQualityBit_.push_back( false );
    std::string qualityStr = trkSelectors[i].getParameter<std::string>("qualityBit");
    if (!qualityStr.empty()) {
      setQualityBit_[i] = true;
      qualityToSet_[i]  = TrackBase::qualityByName(trkSelectors[i].getParameter<std::string>("qualityBit"));
    }
  
    if (setQualityBit_[i] && (qualityToSet_[i] == TrackBase::undefQuality)) throw cms::Exception("Configuration") <<
    "You can't set the quality bit " << trkSelectors[i].getParameter<std::string>("qualityBit") << " as it is 'undefQuality' or unknown.\n";

    if (applyAbsCutsIfNoPV_[i]) {
      max_d0NoPV_.push_back(trkSelectors[i].getParameter<double>("max_d0NoPV"));
      max_z0NoPV_.push_back(trkSelectors[i].getParameter<double>("max_z0NoPV"));
    }
    else{//dummy values
      max_d0NoPV_.push_back(0.);
      max_z0NoPV_.push_back(0.);
    }
  
    name_.push_back( trkSelectors[i].getParameter<std::string>("name") );

    preFilter_[i]=trkSelectors.size(); // no prefilter

    std::string pfName=trkSelectors[i].getParameter<std::string>("preFilterName");
    if (!pfName.empty()) {
      bool foundPF=false;
      for ( unsigned int j=0; j<i; j++) 
    if (name_[j]==pfName ) {
      foundPF=true;
      preFilter_[i]=j;
    }
      if ( !foundPF)
    throw cms::Exception("Configuration") << "Invalid prefilter name in HIMultiTrackSelector " 
                          << trkSelectors[i].getParameter<std::string>("preFilterName");
      
    }

    if(applyPixelMergingCuts_)
    {
      pixel_pTMinCut_.push_back(trkSelectors[i].getParameter< std::vector<double> >("pixel_pTMinCut"));
      pixel_pTMaxCut_.push_back(trkSelectors[i].getParameter< std::vector<double> >("pixel_pTMaxCut"));
    }

    //    produces<std::vector<int> >(name_[i]).setBranchAlias( name_[i] + "TrackQuals");
    produces<edm::ValueMap<int> >(name_[i]).setBranchAlias( name_[i] + "TrackQuals");
    if(useAnyMVA_){
      bool thisMVA = false;
      if(trkSelectors[i].exists("useMVA"))thisMVA = trkSelectors[i].getParameter<bool>("useMVA");
      useMVA_.push_back(thisMVA);
      if(thisMVA){
    double minVal = -1;
    if(trkSelectors[i].exists("minMVA"))minVal = trkSelectors[i].getParameter<double>("minMVA");
    min_MVA_.push_back(minVal);

      }else{
    min_MVA_.push_back(-9999.0);
      }
    }else{
      min_MVA_.push_back(-9999.0);
    }

  }
}

HIMultiTrackSelector::~HIMultiTrackSelector ( )

override

destructor

Definition at line 273 of file HIMultiTrackSelector.cc.

References forest_.

                                            {
  delete forest_;
}

Member Function Documentation

void HIMultiTrackSelector::beginStream ( edm::StreamID  )

finalprotected

Definition at line 278 of file HIMultiTrackSelector.cc.

References dbFileName_, forest_, forestLabel_, and useForestFromDB_.

                                                  {
  if(!useForestFromDB_){
    TFile gbrfile(dbFileName_.c_str());
    forest_ = (GBRForest*)gbrfile.Get(forestLabel_.c_str());
  }

}

void HIMultiTrackSelector::ParseForestVars ( )

protected

Definition at line 64 of file HIMultiTrackSelector.cc.

References chi2n, chi2n_no1dmod, chi2perdofperlayer, dxyperdxyerror, dzperdzerror, PVValHelper::eta, etaerror, mps_fire::i, lostmidfrac, minlost, ndof, nhits, nlayers, nlayers3d, nlayerslost, relpterr, AlCaHLTBitMon_QueryRunRegistry::string, and findQualityFiles::v.

Referenced by HIMultiTrackSelector().

{
  mvavars_indices.clear();
  for (unsigned i=0;i<forestVars_.size();i++)
    {
      std::string v = forestVars_[i];
      int ind = -1;
      if (v=="chi2perdofperlayer") ind=chi2perdofperlayer; 
      if (v=="dxyperdxyerror") ind=dxyperdxyerror;
      if (v=="dzperdzerror") ind=dzperdzerror;
      if (v=="relpterr") ind=relpterr;
      if (v=="lostmidfrac") ind=lostmidfrac;
      if (v=="minlost") ind=minlost;
      if (v=="nhits") ind=nhits;
      if (v=="eta") ind=eta;
      if (v=="chi2n_no1dmod") ind=chi2n_no1dmod;
      if (v=="chi2n") ind=chi2n ;
      if (v=="nlayerslost") ind=nlayerslost ;
      if (v=="nlayers3d") ind=nlayers3d ;
      if (v=="nlayers") ind=nlayers ;
      if (v=="ndof") ind=ndof ;
      if (v=="etaerror") ind=etaerror;

      if (ind==-1) edm::LogWarning("HIMultiTrackSelector") << "Unknown forest variable "<<v<<". Please make sure it's in the list of supported variables\n";

      mvavars_indices.push_back(ind);
    }
   
}

void HIMultiTrackSelector::processMVA ( edm::Event &  evt, const edm::EventSetup &  es, std::vector< float > &  mvaVals_, const reco::VertexCollection &  hVtx  ) const

protected

Definition at line 593 of file HIMultiTrackSelector.cc.

References vertices_cff::chi2, reco::TrackBase::chi2(), chi2n, chi2n_no1dmod, chi2perdofperlayer, DEFINE_FWK_MODULE, TrackingRecHit::dimension(), PVValHelper::dxy, reco::TrackBase::dxy(), reco::TrackBase::dxyError(), dxyperdxyerror, PVValHelper::dz, reco::TrackBase::dz(), reco::TrackBase::dzError(), dzperdzerror, PVValHelper::eta, reco::TrackBase::eta(), etaerror, reco::TrackBase::etaError(), reco::Track::extra(), f, spr::find(), objects.autophobj::float, forest_, forestLabel_, edm::EventSetup::get(), edm::Event::getByToken(), GBRForest::GetClassifier(), reco::TrackBase::hitPattern(), hSrc_, mps_fire::i, lostmidfrac, SiStripPI::max, min(), minlost, reco::HitPattern::MISSING_INNER_HITS, reco::HitPattern::MISSING_OUTER_HITS, eostools::move(), mvavars_indices, ndof, reco::TrackBase::ndof(), nhits, nlayers, nlayers3d, nlayerslost, reco::TrackBase::normalizedChi2(), reco::TrackBase::numberOfLostHits(), reco::HitPattern::numberOfLostTrackerHits(), reco::TrackBase::numberOfValidHits(), reco::HitPattern::numberOfValidStripLayersWithMonoAndStereo(), reco::HitPattern::pixelLayersWithMeasurement(), position, edm::ESHandle< T >::product(), reco::TrackBase::pt(), reco::TrackBase::ptError(), edm::Event::put(), reco::Track::recHitsSize(), relpterr, mathSSE::sqrt(), src_, HiCentrality_cfi::srcTracks, reco::HitPattern::TRACK_HITS, reco::HitPattern::trackerLayersWithMeasurement(), reco::HitPattern::trackerLayersWithoutMeasurement(), useAnyMVA_, and useForestFromDB_.

Referenced by run().

{

  using namespace std; 
  using namespace edm;
  using namespace reco;

  // Get tracks 
  Handle<TrackCollection> hSrcTrack;
  evt.getByToken( src_, hSrcTrack );
  const TrackCollection& srcTracks(*hSrcTrack);
  assert(mvaVals_.size()==srcTracks.size());

 // get hits in track..
  Handle<TrackingRecHitCollection> hSrcHits;
  evt.getByToken( hSrc_, hSrcHits );
  const TrackingRecHitCollection & srcHits(*hSrcHits);


  auto mvaValValueMap = std::make_unique<edm::ValueMap<float>>();
  edm::ValueMap<float>::Filler mvaFiller(*mvaValValueMap);


  if(!useAnyMVA_){
    // mvaVals_ already initalized...
    mvaFiller.insert(hSrcTrack,mvaVals_.begin(),mvaVals_.end());
    mvaFiller.fill();
    evt.put(std::move(mvaValValueMap),"MVAVals");
    return;
  }

  bool checkvertex = std::find(mvavars_indices.begin(), mvavars_indices.end(),dxyperdxyerror)!=mvavars_indices.end()
        || std::find(mvavars_indices.begin(), mvavars_indices.end(),dzperdzerror)!=mvavars_indices.end();

  size_t current = 0;
  for (TrackCollection::const_iterator it = srcTracks.begin(), ed = srcTracks.end(); it != ed; ++it, ++current) {
    const Track & trk = * it;

    float mvavalues[15];
    mvavalues[ndof] = trk.ndof();
    mvavalues[nlayers] = trk.hitPattern().trackerLayersWithMeasurement();
    mvavalues[nlayers3d] =  trk.hitPattern().pixelLayersWithMeasurement() + trk.hitPattern().numberOfValidStripLayersWithMonoAndStereo();
    mvavalues[nlayerslost] =  trk.hitPattern().trackerLayersWithoutMeasurement(reco::HitPattern::TRACK_HITS);
    mvavalues[chi2n_no1dmod] = trk.normalizedChi2();
    mvavalues[chi2perdofperlayer] = mvavalues[chi2n_no1dmod]/mvavalues[nlayers];


    float chi2n1d =  trk.normalizedChi2();
    int count1dhits = 0;
    auto ith = trk.extra()->firstRecHit();
    auto  edh = ith + trk.recHitsSize();
    for (; ith<edh; ++ith) {
      const TrackingRecHit & hit = srcHits[ith];
      if (hit.dimension()==1) ++count1dhits;
    }
    if (count1dhits > 0) {
      float chi2 = trk.chi2();
      float ndof = trk.ndof();
      chi2n1d = (chi2+count1dhits)/float(ndof+count1dhits);
    }

    mvavalues[chi2n] = chi2n1d;//chi2 and 1d modes

    mvavalues[eta] = trk.eta();
    mvavalues[relpterr] = float(trk.ptError())/std::max(float(trk.pt()),0.000001f);
    mvavalues[nhits] = trk.numberOfValidHits();

    int lostIn = trk.hitPattern().numberOfLostTrackerHits(reco::HitPattern::MISSING_INNER_HITS);
    int lostOut = trk.hitPattern().numberOfLostTrackerHits(reco::HitPattern::MISSING_OUTER_HITS);
    mvavalues[minlost] = std::min(lostIn,lostOut);
    mvavalues[lostmidfrac] = trk.numberOfLostHits() / (trk.numberOfValidHits() + trk.numberOfLostHits());

    mvavalues[etaerror] = trk.etaError();

    float reldz = 0;
    float reldxy = 0;
    if (checkvertex) {
      int vtxind = 0; // only first vertex is taken into account for the speed purposes
      float dxy = trk.dxy(vertices[vtxind].position()), dxyE =  sqrt(trk.dxyError()*trk.dxyError()+vertices[vtxind].xError()*vertices[vtxind].yError());
      float dz = trk.dz(vertices[vtxind].position()), dzE =  sqrt(trk.dzError()*trk.dzError()+vertices[vtxind].zError()*vertices[vtxind].zError());
      reldz = dz/dzE;
      reldxy = dxy/dxyE;
      
    }
    mvavalues[dxyperdxyerror] = reldxy;
    mvavalues[dzperdzerror] = reldz;

    std::vector<float> gbrValues;

    //fill in the gbrValues vector with the necessary variables
    for (unsigned i=0;i<mvavars_indices.size();i++) {
      gbrValues.push_back(mvavalues[mvavars_indices[i]]);
    }


    GBRForest const * forest = forest_;
    if(useForestFromDB_){
      edm::ESHandle<GBRForest> forestHandle;
      es.get<GBRWrapperRcd>().get(forestLabel_,forestHandle);
      forest = forestHandle.product();
    }
    
    auto gbrVal = forest->GetClassifier(&gbrValues[0]);
    mvaVals_[current] = gbrVal;
  }
  mvaFiller.insert(hSrcTrack,mvaVals_.begin(),mvaVals_.end());
  mvaFiller.fill();
  evt.put(std::move(mvaValValueMap),"MVAVals");

}

void HIMultiTrackSelector::produce ( edm::Event &  evt, const edm::EventSetup &  es  )

inlinefinalprotected

process one event

Definition at line 72 of file HIMultiTrackSelector.h.

References hiPixelPairStep_cff::points, findQualityFiles::run, and TauGenJetsDecayModeSelectorAllHadrons_cfi::select.

                                                                        {
               run(evt,es);
            }

void HIMultiTrackSelector::run ( edm::Event &  evt, const edm::EventSetup &  es  ) const

protectedvirtual

Definition at line 288 of file HIMultiTrackSelector.cc.

References beamspot_, objects.autophobj::filler, edm::Event::getByToken(), tkConvValidator_cfi::highPurity, hSrc_, mps_fire::i, keepAllTracks_, LogTrace, eostools::move(), name_, convertSQLiteXML::ok, hiPixelPairStep_cff::points, preFilter_, processMVA(), reco::TrackBase::pt(), edm::Event::put(), reco::TrackBase::qualityMask(), qualityToSet_, select(), selectVertices(), setQualityBit_, src_, HiCentrality_cfi::srcTracks, useAnyMVA_, useVertices_, and vertices_.

{
  using namespace std; 
  using namespace edm;
  using namespace reco;

  // Get tracks 
  Handle<TrackCollection> hSrcTrack;
  evt.getByToken(src_, hSrcTrack );
  const TrackCollection& srcTracks(*hSrcTrack);

  // get hits in track..
  Handle<TrackingRecHitCollection> hSrcHits;
  evt.getByToken(hSrc_, hSrcHits );
  const TrackingRecHitCollection & srcHits(*hSrcHits);


  // looking for the beam spot
  edm::Handle<reco::BeamSpot> hBsp;
  evt.getByToken(beamspot_, hBsp);
  const reco::BeamSpot& vertexBeamSpot(*hBsp);

    
  // Select good primary vertices for use in subsequent track selection
  edm::Handle<reco::VertexCollection> hVtx;
  if (useVertices_) evt.getByToken(vertices_, hVtx);

  unsigned int trkSize=srcTracks.size();
  std::vector<int> selTracksSave( qualityToSet_.size()*trkSize,0);

  std::vector<float> mvaVals_(srcTracks.size(),-99.f);
  processMVA(evt,es, mvaVals_, *hVtx);

  for (unsigned int i=0; i<qualityToSet_.size(); i++) {  
    std::vector<int> selTracks(trkSize,0);
    auto selTracksValueMap = std::make_unique<edm::ValueMap<int>>();
    edm::ValueMap<int>::Filler filler(*selTracksValueMap);

    std::vector<Point> points;
    std::vector<float> vterr, vzerr;
    if (useVertices_) selectVertices(i,*hVtx, points, vterr, vzerr);

    // Loop over tracks
    size_t current = 0;
    for (TrackCollection::const_iterator it = srcTracks.begin(), ed = srcTracks.end(); it != ed; ++it, ++current) {
      const Track & trk = * it;
      // Check if this track passes cuts

      LogTrace("TrackSelection") << "ready to check track with pt="<< trk.pt() ;

      //already removed
      bool ok=true;
      float mvaVal = 0;
      if (preFilter_[i]<i && selTracksSave[preFilter_[i]*trkSize+current] < 0) {
    selTracks[current]=-1;
    ok=false;
    if ( !keepAllTracks_[i]) 
      continue;
      }
      else {
    if(useAnyMVA_) mvaVal = mvaVals_[current];
    ok = select(i,vertexBeamSpot, srcHits, trk, points, vterr, vzerr,mvaVal);
    if (!ok) { 
      LogTrace("TrackSelection") << "track with pt="<< trk.pt() << " NOT selected";
      if (!keepAllTracks_[i]) { 
        selTracks[current]=-1;
        continue;
      }
    }
    else
      LogTrace("TrackSelection") << "track with pt="<< trk.pt() << " selected";
      }

      if (preFilter_[i]<i ) {
    selTracks[current]=selTracksSave[preFilter_[i]*trkSize+current];
      }
      else {
    selTracks[current]=trk.qualityMask();
      }
      if ( ok && setQualityBit_[i]) {
    selTracks[current]= (selTracks[current] | (1<<qualityToSet_[i]));
    if (qualityToSet_[i]==TrackBase::tight) {
      selTracks[current]=(selTracks[current] | (1<<TrackBase::loose));
    } 
    else if (qualityToSet_[i]==TrackBase::highPurity) {
      selTracks[current]=(selTracks[current] | (1<<TrackBase::loose));
      selTracks[current]=(selTracks[current] | (1<<TrackBase::tight));
    }

    if (!points.empty()) {
      if (qualityToSet_[i]==TrackBase::loose) {
        selTracks[current]=(selTracks[current] | (1<<TrackBase::looseSetWithPV));
      }
      else if (qualityToSet_[i]==TrackBase::highPurity) {
        selTracks[current]=(selTracks[current] | (1<<TrackBase::looseSetWithPV));
        selTracks[current]=(selTracks[current] | (1<<TrackBase::highPuritySetWithPV));
      }
    }
      }
    }
    for ( unsigned int j=0; j< trkSize; j++ ) selTracksSave[j+i*trkSize]=selTracks[j];
    filler.insert(hSrcTrack, selTracks.begin(),selTracks.end());
    filler.fill();

    //    evt.put(std::move(selTracks),name_[i]);
    evt.put(std::move(selTracksValueMap),name_[i]);
  }
}

bool HIMultiTrackSelector::select ( unsigned  tsNum, const reco::BeamSpot &  vertexBeamSpot, const TrackingRecHitCollection &  recHits, const reco::Track &  tk, const std::vector< Point > &  points, std::vector< float > &  vterr, std::vector< float > &  vzerr, double  mvaVal  ) const

protected

return class, or -1 if rejected

Definition at line 398 of file HIMultiTrackSelector.cc.

References funct::abs(), applyAbsCutsIfNoPV_, applyAdaptedPVCuts_, applyPixelMergingCuts_, vertices_cff::chi2, reco::TrackBase::chi2(), chi2n, chi2n_no1Dmod_par_, chi2n_par_, allConversions_cfi::d0, d0_par1_, d0_par2_, reco::TrackBase::d0Error(), TrackingRecHit::dimension(), reco::TrackBase::dxy(), PVValHelper::dz, reco::TrackBase::dz(), dz_par1_, dz_par2_, pfChMet_cfi::dzCut, reco::TrackBase::dzError(), particleFlow_cfi::dzPV, end, PVValHelper::eta, reco::TrackBase::eta(), reco::Track::extra(), f, objects.autophobj::float, reco::TrackBase::hitPattern(), LogDebug, LogTrace, SiStripPI::max, max_d0_, max_d0NoPV_, max_eta_, max_lostHitFraction_, max_lostLayers_, max_minMissHitOutOrIn_, max_relpterr_, max_z0_, max_z0NoPV_, min(), min_3Dlayers_, min_eta_, min_hits_bypass_, min_layers_, min_MVA_, min_nhits_, reco::HitPattern::MISSING_INNER_HITS, reco::HitPattern::MISSING_OUTER_HITS, ndof, reco::TrackBase::ndof(), nhits, nlayers, reco::TrackBase::normalizedChi2(), nSigmaZ_, reco::TrackBase::numberOfLostHits(), reco::HitPattern::numberOfLostTrackerHits(), reco::TrackBase::numberOfValidHits(), reco::HitPattern::numberOfValidStripLayersWithMonoAndStereo(), pixel_pTMaxCut_, pixel_pTMinCut_, reco::HitPattern::pixelLayersWithMeasurement(), point, reco::BeamSpot::position(), funct::pow(), EnergyCorrector::pt, reco::TrackBase::pt(), reco::TrackBase::ptError(), reco::Track::recHitsSize(), relpterr, res_par_, reco::BeamSpot::sigmaZ(), mathSSE::sqrt(), reco::HitPattern::TRACK_HITS, reco::HitPattern::trackerLayersWithMeasurement(), reco::HitPattern::trackerLayersWithoutMeasurement(), useAnyMVA_, useMVA_, and useVtxError_.

Referenced by run().

                                      {
  // Decide if the given track passes selection cuts.

  using namespace std; 
  
  //cuts on number of valid hits
  auto nhits = tk.numberOfValidHits();
  if(nhits>=min_hits_bypass_[tsNum]) return true;
  if(nhits < min_nhits_[tsNum]) return false;

  if ( tk.ndof() < 1E-5 ) return false;


  //Adding the MVA selection before any other cut//
  if(useAnyMVA_ && useMVA_[tsNum]){
    if(mvaVal < min_MVA_[tsNum])return false; else return true;
  }
  //End of MVA selection section//


  // Cuts on numbers of layers with hits/3D hits/lost hits.
  uint32_t nlayers     = tk.hitPattern().trackerLayersWithMeasurement();
  uint32_t nlayers3D   = tk.hitPattern().pixelLayersWithMeasurement() +
    tk.hitPattern().numberOfValidStripLayersWithMonoAndStereo();
  uint32_t nlayersLost = tk.hitPattern().trackerLayersWithoutMeasurement(reco::HitPattern::TRACK_HITS);
  LogDebug("TrackSelection") << "cuts on nlayers: " << nlayers << " " << nlayers3D << " " << nlayersLost << " vs " 
                 << min_layers_[tsNum] << " " << min_3Dlayers_[tsNum] << " " << max_lostLayers_[tsNum];
  if (nlayers < min_layers_[tsNum]) return false;
  if (nlayers3D < min_3Dlayers_[tsNum]) return false;
  if (nlayersLost > max_lostLayers_[tsNum]) return false;
  LogTrace("TrackSelection") << "cuts on nlayers passed";

  float chi2n =  tk.normalizedChi2();
  float chi2n_no1Dmod = chi2n;

  int count1dhits = 0;
  auto ith = tk.extra()->firstRecHit();
  auto  edh = ith + tk.recHitsSize();
  for (; ith<edh; ++ith) {
    const TrackingRecHit & hit = recHits[ith];
    if (hit.dimension()==1) ++count1dhits;
  }
  if (count1dhits > 0) {
    float chi2 = tk.chi2();
    float ndof = tk.ndof();
    chi2n = (chi2+count1dhits)/float(ndof+count1dhits);
  }
  // For each 1D rechit, the chi^2 and ndof is increased by one.  This is a way of retaining approximately
  // the same normalized chi^2 distribution as with 2D rechits.
  if (chi2n > chi2n_par_[tsNum]*nlayers) return false;

  if (chi2n_no1Dmod > chi2n_no1Dmod_par_[tsNum]*nlayers) return false;

  // Get track parameters
  float pt = std::max(float(tk.pt()),0.000001f);
  float eta = tk.eta();
  if (eta<min_eta_[tsNum] || eta>max_eta_[tsNum]) return false;

  //cuts on relative error on pt
  float relpterr = float(tk.ptError())/pt;
  if(relpterr > max_relpterr_[tsNum]) return false;

  int lostIn = tk.hitPattern().numberOfLostTrackerHits(reco::HitPattern::MISSING_INNER_HITS);
  int lostOut = tk.hitPattern().numberOfLostTrackerHits(reco::HitPattern::MISSING_OUTER_HITS);
  int minLost = std::min(lostIn,lostOut);
  if (minLost > max_minMissHitOutOrIn_[tsNum]) return false;
  float lostMidFrac = tk.numberOfLostHits()==0? 0. : tk.numberOfLostHits() / (tk.numberOfValidHits() + tk.numberOfLostHits());
  if (lostMidFrac > max_lostHitFraction_[tsNum]) return false;

  // Pixel Track Merging pT dependent cuts
  if( applyPixelMergingCuts_ )
  {
    // hard cut at absolute min/max pt
    if( pt < pixel_pTMinCut_[tsNum][0] ) return false;
    if( pt > pixel_pTMaxCut_[tsNum][0] ) return false;
    // tapering cuts with chi2n_no1Dmod 
    double pTMaxCutPos = ( pixel_pTMaxCut_[tsNum][0] - pt ) / 
                         ( pixel_pTMaxCut_[tsNum][0] - pixel_pTMaxCut_[tsNum][1] );
    double pTMinCutPos = ( pt - pixel_pTMinCut_[tsNum][0] ) / 
                         ( pixel_pTMinCut_[tsNum][1] - pixel_pTMinCut_[tsNum][0] );
    if(  pt > pixel_pTMaxCut_[tsNum][1] && 
         chi2n_no1Dmod > pixel_pTMaxCut_[tsNum][2]*nlayers*pow(pTMaxCutPos,pixel_pTMaxCut_[tsNum][3]) ) 
      return false;
    if(  pt < pixel_pTMinCut_[tsNum][1] && 
         chi2n_no1Dmod > pixel_pTMinCut_[tsNum][2]*nlayers*pow(pTMinCutPos,pixel_pTMinCut_[tsNum][3]) ) 
      return false;
  }

  //other track parameters
  float d0 = -tk.dxy(vertexBeamSpot.position()), d0E =  tk.d0Error(),
    dz = tk.dz(vertexBeamSpot.position()), dzE =  tk.dzError();

  // parametrized d0 resolution for the track pt
  float nomd0E = sqrt(res_par_[tsNum][0]*res_par_[tsNum][0]+(res_par_[tsNum][1]/pt)*(res_par_[tsNum][1]/pt));
  // parametrized z0 resolution for the track pt and eta
  float nomdzE = nomd0E*(std::cosh(eta));

  float dzCut = std::min( powN(dz_par1_[tsNum][0]*nlayers,int(dz_par1_[tsNum][1]+0.5))*nomdzE, 
                  powN(dz_par2_[tsNum][0]*nlayers,int(dz_par2_[tsNum][1]+0.5))*dzE );
  float d0Cut = std::min( powN(d0_par1_[tsNum][0]*nlayers,int(d0_par1_[tsNum][1]+0.5))*nomd0E, 
                  powN(d0_par2_[tsNum][0]*nlayers,int(d0_par2_[tsNum][1]+0.5))*d0E );


  // ---- PrimaryVertex compatibility cut
  bool primaryVertexZCompatibility(false);   
  bool primaryVertexD0Compatibility(false);   

  if (points.empty()) { //If not primaryVertices are reconstructed, check just the compatibility with the BS
    //z0 within (n sigma + dzCut) of the beam spot z, if no good vertex is found
    if ( abs(dz) < hypot(vertexBeamSpot.sigmaZ()*nSigmaZ_[tsNum],dzCut) ) primaryVertexZCompatibility = true;  
    // d0 compatibility with beam line
    if (abs(d0) < d0Cut) primaryVertexD0Compatibility = true;     
  }

  int iv=0;
  for (std::vector<Point>::const_iterator point = points.begin(), end = points.end(); point != end; ++point) {
    LogTrace("TrackSelection") << "Test track w.r.t. vertex with z position " << point->z();
    if(primaryVertexZCompatibility && primaryVertexD0Compatibility) break;
    float dzPV = tk.dz(*point); //re-evaluate the dz with respect to the vertex position
    float d0PV = tk.dxy(*point); //re-evaluate the dxy with respect to the vertex position
    if(useVtxError_){
       float dzErrPV = std::sqrt(dzE*dzE+vzerr[iv]*vzerr[iv]); // include vertex error in z
       float d0ErrPV = std::sqrt(d0E*d0E+vterr[iv]*vterr[iv]); // include vertex error in xy
       iv++;
       if (abs(dzPV) < dz_par1_[tsNum][0]*pow(nlayers,dz_par1_[tsNum][1])*nomdzE &&
       abs(dzPV) < dz_par2_[tsNum][0]*pow(nlayers,dz_par2_[tsNum][1])*dzErrPV &&
       abs(dzPV) < max_z0_[tsNum])  primaryVertexZCompatibility = true;
       if (abs(d0PV) < d0_par1_[tsNum][0]*pow(nlayers,d0_par1_[tsNum][1])*nomd0E &&
       abs(d0PV) < d0_par2_[tsNum][0]*pow(nlayers,d0_par2_[tsNum][1])*d0ErrPV &&
       abs(d0PV) < max_d0_[tsNum]) primaryVertexD0Compatibility = true; 
    }else{
       if (abs(dzPV) < dzCut)  primaryVertexZCompatibility = true;
       if (abs(d0PV) < d0Cut) primaryVertexD0Compatibility = true;     
    }
    LogTrace("TrackSelection") << "distances " << dzPV << " " << d0PV << " vs " << dzCut << " " << d0Cut;
  }

  if (points.empty() && applyAbsCutsIfNoPV_[tsNum]) {
    if ( abs(dz) > max_z0NoPV_[tsNum] || abs(d0) > max_d0NoPV_[tsNum]) return false;
  }  else {
    // Absolute cuts on all tracks impact parameters with respect to beam-spot.
    // If BS is not compatible, verify if at least the reco-vertex is compatible (useful for incorrect BS settings)
    if (abs(d0) > max_d0_[tsNum] && !primaryVertexD0Compatibility) return false;
    LogTrace("TrackSelection") << "absolute cuts on d0 passed";
    if (abs(dz) > max_z0_[tsNum] && !primaryVertexZCompatibility) return false;
    LogTrace("TrackSelection") << "absolute cuts on dz passed";
  }

  LogTrace("TrackSelection") << "cuts on PV: apply adapted PV cuts? " << applyAdaptedPVCuts_[tsNum] 
                 << " d0 compatibility? " << primaryVertexD0Compatibility  
                 << " z compatibility? " << primaryVertexZCompatibility ;

  if (applyAdaptedPVCuts_[tsNum]) {
    return (primaryVertexD0Compatibility && primaryVertexZCompatibility);
  } else {
    return true;     
  }

}

void HIMultiTrackSelector::selectVertices ( unsigned int  tsNum, const reco::VertexCollection &  vtxs, std::vector< Point > &  points, std::vector< float > &  vterr, std::vector< float > &  vzerr  ) const

protected

Definition at line 569 of file HIMultiTrackSelector.cc.

References LogDebug, LogTrace, mathSSE::sqrt(), vertexCut_, badGlobalMuonTaggersAOD_cff::vtx, and vtxNumber_.

Referenced by run().

                                                    {
  // Select good primary vertices
  using namespace reco;
  int32_t toTake = vtxNumber_[tsNum]; 
  for (VertexCollection::const_iterator it = vtxs.begin(), ed = vtxs.end(); it != ed; ++it) {

    LogDebug("SelectVertex") << " select vertex with z position " << it->z() << " " 
                 << it->chi2() << " " << it->ndof() << " " << TMath::Prob(it->chi2(), static_cast<int32_t>(it->ndof()));
    Vertex vtx = *it;
    bool pass = vertexCut_[tsNum]( vtx );
    if( pass ) { 
      points.push_back(it->position()); 
      vterr.push_back(sqrt(it->yError()*it->xError()));
      vzerr.push_back(it->zError());
      LogTrace("SelectVertex") << " SELECTED vertex with z position " << it->z();
      toTake--; if (toTake == 0) break;
    }
  }
}

Member Data Documentation

std::vector<bool> HIMultiTrackSelector::applyAbsCutsIfNoPV_

protected

Definition at line 159 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

std::vector<bool> HIMultiTrackSelector::applyAdaptedPVCuts_

protected

Definition at line 127 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

bool HIMultiTrackSelector::applyPixelMergingCuts_

protected

Definition at line 107 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

edm::EDGetTokenT<reco::BeamSpot> HIMultiTrackSelector::beamspot_

protected

Definition at line 99 of file HIMultiTrackSelector.h.

Referenced by run().

std::vector< double > HIMultiTrackSelector::chi2n_no1Dmod_par_

protected

Definition at line 121 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

std::vector< double > HIMultiTrackSelector::chi2n_par_

protected

Definition at line 120 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

std::vector< std::vector<double> > HIMultiTrackSelector::d0_par1_

protected

Definition at line 122 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

std::vector< std::vector<double> > HIMultiTrackSelector::d0_par2_

protected

Definition at line 124 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

std::string HIMultiTrackSelector::dbFileName_

protected

Definition at line 181 of file HIMultiTrackSelector.h.

Referenced by beginStream(), and HIMultiTrackSelector().

std::vector< std::vector<double> > HIMultiTrackSelector::dz_par1_

protected

Definition at line 123 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

std::vector< std::vector<double> > HIMultiTrackSelector::dz_par2_

protected

Definition at line 125 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

GBRForest* HIMultiTrackSelector::forest_

protected

Definition at line 179 of file HIMultiTrackSelector.h.

Referenced by beginStream(), HIMultiTrackSelector(), processMVA(), and ~HIMultiTrackSelector().

std::string HIMultiTrackSelector::forestLabel_

protected

Definition at line 177 of file HIMultiTrackSelector.h.

Referenced by beginStream(), HIMultiTrackSelector(), and processMVA().

std::vector<std::string> HIMultiTrackSelector::forestVars_

protected

Definition at line 178 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector().

edm::EDGetTokenT<TrackingRecHitCollection> HIMultiTrackSelector::hSrc_

protected

Definition at line 98 of file HIMultiTrackSelector.h.

Referenced by processMVA(), and run().

std::vector<bool> HIMultiTrackSelector::keepAllTracks_

protected

Definition at line 161 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and run().

std::vector<double> HIMultiTrackSelector::max_d0_

protected

Impact parameter absolute cuts.

Definition at line 130 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

std::vector<double> HIMultiTrackSelector::max_d0NoPV_

protected

Definition at line 157 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

std::vector<double> HIMultiTrackSelector::max_eta_

protected

Definition at line 154 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

std::vector<int32_t> HIMultiTrackSelector::max_lostHitFraction_

protected

Definition at line 151 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

std::vector<uint32_t> HIMultiTrackSelector::max_lostLayers_

protected

Definition at line 143 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

std::vector<int32_t> HIMultiTrackSelector::max_minMissHitOutOrIn_

protected

Definition at line 150 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

std::vector<double> HIMultiTrackSelector::max_relpterr_

protected

Definition at line 147 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

std::vector<double> HIMultiTrackSelector::max_z0_

protected

Definition at line 131 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

std::vector<double> HIMultiTrackSelector::max_z0NoPV_

protected

Definition at line 158 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

std::vector<uint32_t> HIMultiTrackSelector::min_3Dlayers_

protected

Definition at line 142 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

std::vector<double> HIMultiTrackSelector::min_eta_

protected

Definition at line 153 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

std::vector<uint32_t> HIMultiTrackSelector::min_hits_bypass_

protected

Definition at line 144 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

std::vector<uint32_t> HIMultiTrackSelector::min_layers_

protected

Cuts on numbers of layers with hits/3D hits/lost hits.

Definition at line 141 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

std::vector<double> HIMultiTrackSelector::min_MVA_

protected

Definition at line 173 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

std::vector<uint32_t> HIMultiTrackSelector::min_nhits_

protected

Definition at line 148 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

std::string HIMultiTrackSelector::mvaType_

protected

Definition at line 176 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector().

std::vector<int> HIMultiTrackSelector::mvavars_indices

protected

Definition at line 171 of file HIMultiTrackSelector.h.

Referenced by processMVA().

std::vector<std::string> HIMultiTrackSelector::name_

protected

Definition at line 165 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and run().

std::vector<double> HIMultiTrackSelector::nSigmaZ_

protected

Definition at line 132 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

std::vector<std::vector<double> > HIMultiTrackSelector::pixel_pTMaxCut_

protected

Definition at line 137 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

std::vector<std::vector<double> > HIMultiTrackSelector::pixel_pTMinCut_

protected

Definition at line 136 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

std::vector<unsigned int> HIMultiTrackSelector::preFilter_

protected

Definition at line 164 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and run().

std::vector<reco::TrackBase::TrackQuality> HIMultiTrackSelector::qualityToSet_

protected

Definition at line 111 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and run().

std::vector< std::vector<double> > HIMultiTrackSelector::res_par_

protected

Definition at line 119 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

std::vector<bool> HIMultiTrackSelector::setQualityBit_

protected

do I have to set a quality bit?

Definition at line 110 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and run().

edm::EDGetTokenT<reco::TrackCollection> HIMultiTrackSelector::src_

protected

source collection label

Definition at line 97 of file HIMultiTrackSelector.h.

Referenced by processMVA(), and run().

bool HIMultiTrackSelector::useAnyMVA_

protected

Definition at line 102 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), processMVA(), run(), and select().

bool HIMultiTrackSelector::useForestFromDB_

protected

Definition at line 180 of file HIMultiTrackSelector.h.

Referenced by beginStream(), HIMultiTrackSelector(), and processMVA().

std::vector<bool> HIMultiTrackSelector::useMVA_

protected

Definition at line 168 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

bool HIMultiTrackSelector::useVertices_

protected

Definition at line 100 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and run().

bool HIMultiTrackSelector::useVtxError_

protected

Definition at line 101 of file HIMultiTrackSelector.h.

Referenced by select().

std::vector<StringCutObjectSelector<reco::Vertex> > HIMultiTrackSelector::vertexCut_

protected

Definition at line 116 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and selectVertices().

edm::EDGetTokenT<reco::VertexCollection> HIMultiTrackSelector::vertices_

protected

Definition at line 103 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and run().

std::vector<int32_t> HIMultiTrackSelector::vtxNumber_

protected

vertex cuts

Definition at line 114 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and selectVertices().