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HIMultiTrackSelector Class Reference

#include <HIMultiTrackSelector.h>

Inheritance diagram for HIMultiTrackSelector:
edm::stream::EDProducer<>

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 hasAbilityToProduceInBeginLumis () const final
 
bool hasAbilityToProduceInBeginProcessBlocks () const final
 
bool hasAbilityToProduceInBeginRuns () const final
 
bool hasAbilityToProduceInEndLumis () const final
 
bool hasAbilityToProduceInEndProcessBlocks () const final
 
bool hasAbilityToProduceInEndRuns () 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::BeamSpotbeamspot_
 
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_
 
GBRForestforest_
 
std::string forestLabel_
 
std::vector< std::string > forestVars_
 
edm::EDGetTokenT< TrackingRecHitCollectionhSrc_
 
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::TrackQualityqualityToSet_
 
std::vector< std::vector< double > > res_par_
 
std::vector< bool > setQualityBit_
 do I have to set a quality bit? More...
 
edm::EDGetTokenT< reco::TrackCollectionsrc_
 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::VertexCollectionvertices_
 
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, GlobalCacheLuminosityBlockContext
 
typedef CacheTypes::LuminosityBlockSummaryCache LuminosityBlockSummaryCache
 
typedef CacheTypes::RunCache RunCache
 
typedef RunContextT< RunCache, GlobalCacheRunContext
 
typedef CacheTypes::RunSummaryCache RunSummaryCache
 

Detailed Description

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

Author
David Lange

Definition at line 53 of file HIMultiTrackSelector.h.

Member Typedef Documentation

◆ Point

Definition at line 71 of file HIMultiTrackSelector.h.

Constructor & Destructor Documentation

◆ HIMultiTrackSelector() [1/2]

HIMultiTrackSelector::HIMultiTrackSelector ( )
explicit

constructor

Definition at line 74 of file HIMultiTrackSelector.cc.

74  {
75  useForestFromDB_ = true;
76  forest_ = nullptr;
77 }

◆ HIMultiTrackSelector() [2/2]

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

Definition at line 123 of file HIMultiTrackSelector.cc.

124  : src_(consumes<reco::TrackCollection>(cfg.getParameter<edm::InputTag>("src"))),
125  hSrc_(consumes<TrackingRecHitCollection>(cfg.getParameter<edm::InputTag>("src"))),
126  beamspot_(consumes<reco::BeamSpot>(cfg.getParameter<edm::InputTag>("beamspot"))),
127  useVertices_(cfg.getParameter<bool>("useVertices")),
128  useVtxError_(cfg.getParameter<bool>("useVtxError"))
129 // now get the pset for each selector
130 {
131  if (useVertices_)
132  vertices_ = consumes<reco::VertexCollection>(cfg.getParameter<edm::InputTag>("vertices"));
133 
134  applyPixelMergingCuts_ = false;
135  if (cfg.exists("applyPixelMergingCuts"))
136  applyPixelMergingCuts_ = cfg.getParameter<bool>("applyPixelMergingCuts");
137 
138  useAnyMVA_ = false;
139  forestLabel_ = "MVASelectorIter0";
140  std::string type = "BDTG";
141  useForestFromDB_ = true;
142  dbFileName_ = "";
143 
144  forest_ = nullptr;
145 
146  if (cfg.exists("useAnyMVA"))
147  useAnyMVA_ = cfg.getParameter<bool>("useAnyMVA");
148  if (useAnyMVA_) {
149  if (cfg.exists("mvaType"))
150  type = cfg.getParameter<std::string>("mvaType");
151  if (cfg.exists("GBRForestLabel"))
152  forestLabel_ = cfg.getParameter<std::string>("GBRForestLabel");
153  if (cfg.exists("GBRForestVars")) {
154  forestVars_ = cfg.getParameter<std::vector<std::string>>("GBRForestVars");
155  ParseForestVars();
156  }
157  if (cfg.exists("GBRForestFileName")) {
158  dbFileName_ = cfg.getParameter<std::string>("GBRForestFileName");
159  useForestFromDB_ = false;
160  }
161  mvaType_ = type;
162  }
163  std::vector<edm::ParameterSet> trkSelectors(cfg.getParameter<std::vector<edm::ParameterSet>>("trackSelectors"));
164  qualityToSet_.reserve(trkSelectors.size());
165  vtxNumber_.reserve(trkSelectors.size());
166  vertexCut_.reserve(trkSelectors.size());
167  res_par_.reserve(trkSelectors.size());
168  chi2n_par_.reserve(trkSelectors.size());
169  chi2n_no1Dmod_par_.reserve(trkSelectors.size());
170  d0_par1_.reserve(trkSelectors.size());
171  dz_par1_.reserve(trkSelectors.size());
172  d0_par2_.reserve(trkSelectors.size());
173  dz_par2_.reserve(trkSelectors.size());
174  applyAdaptedPVCuts_.reserve(trkSelectors.size());
175  max_d0_.reserve(trkSelectors.size());
176  max_z0_.reserve(trkSelectors.size());
177  nSigmaZ_.reserve(trkSelectors.size());
178  pixel_pTMinCut_.reserve(trkSelectors.size());
179  pixel_pTMaxCut_.reserve(trkSelectors.size());
180  min_layers_.reserve(trkSelectors.size());
181  min_3Dlayers_.reserve(trkSelectors.size());
182  max_lostLayers_.reserve(trkSelectors.size());
183  min_hits_bypass_.reserve(trkSelectors.size());
184  applyAbsCutsIfNoPV_.reserve(trkSelectors.size());
185  max_d0NoPV_.reserve(trkSelectors.size());
186  max_z0NoPV_.reserve(trkSelectors.size());
187  preFilter_.reserve(trkSelectors.size());
188  max_relpterr_.reserve(trkSelectors.size());
189  min_nhits_.reserve(trkSelectors.size());
190  max_minMissHitOutOrIn_.reserve(trkSelectors.size());
191  max_lostHitFraction_.reserve(trkSelectors.size());
192  min_eta_.reserve(trkSelectors.size());
193  max_eta_.reserve(trkSelectors.size());
194  useMVA_.reserve(trkSelectors.size());
195  //mvaReaders_.reserve(trkSelectors.size());
196  min_MVA_.reserve(trkSelectors.size());
197  //mvaType_.reserve(trkSelectors.size());
198 
199  produces<edm::ValueMap<float>>("MVAVals");
200 
201  for (unsigned int i = 0; i < trkSelectors.size(); i++) {
202  qualityToSet_.push_back(TrackBase::undefQuality);
203  // parameters for vertex selection
204  vtxNumber_.push_back(useVertices_ ? trkSelectors[i].getParameter<int32_t>("vtxNumber") : 0);
205  vertexCut_.push_back(useVertices_ ? trkSelectors[i].getParameter<std::string>("vertexCut") : nullptr);
206  // parameters for adapted optimal cuts on chi2 and primary vertex compatibility
207  res_par_.push_back(trkSelectors[i].getParameter<std::vector<double>>("res_par"));
208  chi2n_par_.push_back(trkSelectors[i].getParameter<double>("chi2n_par"));
209  chi2n_no1Dmod_par_.push_back(trkSelectors[i].getParameter<double>("chi2n_no1Dmod_par"));
210  d0_par1_.push_back(trkSelectors[i].getParameter<std::vector<double>>("d0_par1"));
211  dz_par1_.push_back(trkSelectors[i].getParameter<std::vector<double>>("dz_par1"));
212  d0_par2_.push_back(trkSelectors[i].getParameter<std::vector<double>>("d0_par2"));
213  dz_par2_.push_back(trkSelectors[i].getParameter<std::vector<double>>("dz_par2"));
214  // Boolean indicating if adapted primary vertex compatibility cuts are to be applied.
215  applyAdaptedPVCuts_.push_back(trkSelectors[i].getParameter<bool>("applyAdaptedPVCuts"));
216  // Impact parameter absolute cuts.
217  max_d0_.push_back(trkSelectors[i].getParameter<double>("max_d0"));
218  max_z0_.push_back(trkSelectors[i].getParameter<double>("max_z0"));
219  nSigmaZ_.push_back(trkSelectors[i].getParameter<double>("nSigmaZ"));
220  // Cuts on numbers of layers with hits/3D hits/lost hits.
221  min_layers_.push_back(trkSelectors[i].getParameter<uint32_t>("minNumberLayers"));
222  min_3Dlayers_.push_back(trkSelectors[i].getParameter<uint32_t>("minNumber3DLayers"));
223  max_lostLayers_.push_back(trkSelectors[i].getParameter<uint32_t>("maxNumberLostLayers"));
224  min_hits_bypass_.push_back(trkSelectors[i].getParameter<uint32_t>("minHitsToBypassChecks"));
225  // Flag to apply absolute cuts if no PV passes the selection
226  applyAbsCutsIfNoPV_.push_back(trkSelectors[i].getParameter<bool>("applyAbsCutsIfNoPV"));
227  keepAllTracks_.push_back(trkSelectors[i].getParameter<bool>("keepAllTracks"));
228  max_relpterr_.push_back(trkSelectors[i].getParameter<double>("max_relpterr"));
229  min_nhits_.push_back(trkSelectors[i].getParameter<uint32_t>("min_nhits"));
230  max_minMissHitOutOrIn_.push_back(trkSelectors[i].existsAs<int32_t>("max_minMissHitOutOrIn")
231  ? trkSelectors[i].getParameter<int32_t>("max_minMissHitOutOrIn")
232  : 99);
233  max_lostHitFraction_.push_back(trkSelectors[i].existsAs<double>("max_lostHitFraction")
234  ? trkSelectors[i].getParameter<double>("max_lostHitFraction")
235  : 1.0);
236  min_eta_.push_back(trkSelectors[i].existsAs<double>("min_eta") ? trkSelectors[i].getParameter<double>("min_eta")
237  : -9999);
238  max_eta_.push_back(trkSelectors[i].existsAs<double>("max_eta") ? trkSelectors[i].getParameter<double>("max_eta")
239  : 9999);
240 
241  setQualityBit_.push_back(false);
242  std::string qualityStr = trkSelectors[i].getParameter<std::string>("qualityBit");
243  if (!qualityStr.empty()) {
244  setQualityBit_[i] = true;
245  qualityToSet_[i] = TrackBase::qualityByName(trkSelectors[i].getParameter<std::string>("qualityBit"));
246  }
247 
248  if (setQualityBit_[i] && (qualityToSet_[i] == TrackBase::undefQuality))
249  throw cms::Exception("Configuration")
250  << "You can't set the quality bit " << trkSelectors[i].getParameter<std::string>("qualityBit")
251  << " as it is 'undefQuality' or unknown.\n";
252 
253  if (applyAbsCutsIfNoPV_[i]) {
254  max_d0NoPV_.push_back(trkSelectors[i].getParameter<double>("max_d0NoPV"));
255  max_z0NoPV_.push_back(trkSelectors[i].getParameter<double>("max_z0NoPV"));
256  } else { //dummy values
257  max_d0NoPV_.push_back(0.);
258  max_z0NoPV_.push_back(0.);
259  }
260 
261  name_.push_back(trkSelectors[i].getParameter<std::string>("name"));
262 
263  preFilter_[i] = trkSelectors.size(); // no prefilter
264 
265  std::string pfName = trkSelectors[i].getParameter<std::string>("preFilterName");
266  if (!pfName.empty()) {
267  bool foundPF = false;
268  for (unsigned int j = 0; j < i; j++)
269  if (name_[j] == pfName) {
270  foundPF = true;
271  preFilter_[i] = j;
272  }
273  if (!foundPF)
274  throw cms::Exception("Configuration") << "Invalid prefilter name in HIMultiTrackSelector "
275  << trkSelectors[i].getParameter<std::string>("preFilterName");
276  }
277 
279  pixel_pTMinCut_.push_back(trkSelectors[i].getParameter<std::vector<double>>("pixel_pTMinCut"));
280  pixel_pTMaxCut_.push_back(trkSelectors[i].getParameter<std::vector<double>>("pixel_pTMaxCut"));
281  }
282 
283  // produces<std::vector<int> >(name_[i]).setBranchAlias( name_[i] + "TrackQuals");
284  produces<edm::ValueMap<int>>(name_[i]).setBranchAlias(name_[i] + "TrackQuals");
285  if (useAnyMVA_) {
286  bool thisMVA = false;
287  if (trkSelectors[i].exists("useMVA"))
288  thisMVA = trkSelectors[i].getParameter<bool>("useMVA");
289  useMVA_.push_back(thisMVA);
290  if (thisMVA) {
291  double minVal = -1;
292  if (trkSelectors[i].exists("minMVA"))
293  minVal = trkSelectors[i].getParameter<double>("minMVA");
294  min_MVA_.push_back(minVal);
295 
296  } else {
297  min_MVA_.push_back(-9999.0);
298  }
299  } else {
300  min_MVA_.push_back(-9999.0);
301  }
302  }
303 }

References applyAbsCutsIfNoPV_, applyAdaptedPVCuts_, applyPixelMergingCuts_, looper::cfg, chi2n_no1Dmod_par_, chi2n_par_, d0_par1_, d0_par2_, dbFileName_, dz_par1_, dz_par2_, Exception, forest_, forestLabel_, forestVars_, mps_fire::i, dqmiolumiharvest::j, 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_.

◆ ~HIMultiTrackSelector()

HIMultiTrackSelector::~HIMultiTrackSelector ( )
override

destructor

Definition at line 305 of file HIMultiTrackSelector.cc.

305 { delete forest_; }

References forest_.

Member Function Documentation

◆ beginStream()

void HIMultiTrackSelector::beginStream ( edm::StreamID  )
finalprotected

Definition at line 307 of file HIMultiTrackSelector.cc.

307  {
308  if (!useForestFromDB_) {
309  TFile gbrfile(dbFileName_.c_str());
310  forest_ = (GBRForest *)gbrfile.Get(forestLabel_.c_str());
311  }
312 }

References dbFileName_, forest_, forestLabel_, and useForestFromDB_.

◆ ParseForestVars()

void HIMultiTrackSelector::ParseForestVars ( )
protected

Definition at line 79 of file HIMultiTrackSelector.cc.

79  {
80  mvavars_indices.clear();
81  for (unsigned i = 0; i < forestVars_.size(); i++) {
83  int ind = -1;
84  if (v == "chi2perdofperlayer")
85  ind = chi2perdofperlayer;
86  if (v == "dxyperdxyerror")
87  ind = dxyperdxyerror;
88  if (v == "dzperdzerror")
89  ind = dzperdzerror;
90  if (v == "relpterr")
91  ind = relpterr;
92  if (v == "lostmidfrac")
93  ind = lostmidfrac;
94  if (v == "minlost")
95  ind = minlost;
96  if (v == "nhits")
97  ind = nhits;
98  if (v == "eta")
99  ind = eta;
100  if (v == "chi2n_no1dmod")
101  ind = chi2n_no1dmod;
102  if (v == "chi2n")
103  ind = chi2n;
104  if (v == "nlayerslost")
105  ind = nlayerslost;
106  if (v == "nlayers3d")
107  ind = nlayers3d;
108  if (v == "nlayers")
109  ind = nlayers;
110  if (v == "ndof")
111  ind = ndof;
112  if (v == "etaerror")
113  ind = etaerror;
114 
115  if (ind == -1)
116  edm::LogWarning("HIMultiTrackSelector")
117  << "Unknown forest variable " << v << ". Please make sure it's in the list of supported variables\n";
118 
119  mvavars_indices.push_back(ind);
120  }
121 }

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().

◆ processMVA()

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

Definition at line 635 of file HIMultiTrackSelector.cc.

638  {
639  using namespace std;
640  using namespace edm;
641  using namespace reco;
642 
643  // Get tracks
644  Handle<TrackCollection> hSrcTrack;
645  evt.getByToken(src_, hSrcTrack);
646  const TrackCollection &srcTracks(*hSrcTrack);
647  assert(mvaVals_.size() == srcTracks.size());
648 
649  // get hits in track..
651  evt.getByToken(hSrc_, hSrcHits);
652  const TrackingRecHitCollection &srcHits(*hSrcHits);
653 
654  auto mvaValValueMap = std::make_unique<edm::ValueMap<float>>();
655  edm::ValueMap<float>::Filler mvaFiller(*mvaValValueMap);
656 
657  if (!useAnyMVA_) {
658  // mvaVals_ already initalized...
659  mvaFiller.insert(hSrcTrack, mvaVals_.begin(), mvaVals_.end());
660  mvaFiller.fill();
661  evt.put(std::move(mvaValValueMap), "MVAVals");
662  return;
663  }
664 
665  bool checkvertex =
668 
669  size_t current = 0;
670  for (TrackCollection::const_iterator it = srcTracks.begin(), ed = srcTracks.end(); it != ed; ++it, ++current) {
671  const Track &trk = *it;
672 
673  float mvavalues[15];
674  mvavalues[ndof] = trk.ndof();
675  mvavalues[nlayers] = trk.hitPattern().trackerLayersWithMeasurement();
676  mvavalues[nlayers3d] =
679  mvavalues[chi2n_no1dmod] = trk.normalizedChi2();
680  mvavalues[chi2perdofperlayer] = mvavalues[chi2n_no1dmod] / mvavalues[nlayers];
681 
682  float chi2n1d = trk.normalizedChi2();
683  int count1dhits = 0;
684  auto ith = trk.extra()->firstRecHit();
685  auto edh = ith + trk.recHitsSize();
686  for (; ith < edh; ++ith) {
687  const TrackingRecHit &hit = srcHits[ith];
688  if (hit.dimension() == 1)
689  ++count1dhits;
690  }
691  if (count1dhits > 0) {
692  float chi2 = trk.chi2();
693  float ndof = trk.ndof();
694  chi2n1d = (chi2 + count1dhits) / float(ndof + count1dhits);
695  }
696 
697  mvavalues[chi2n] = chi2n1d; //chi2 and 1d modes
698 
699  mvavalues[eta] = trk.eta();
700  mvavalues[relpterr] = float(trk.ptError()) / std::max(float(trk.pt()), 0.000001f);
701  mvavalues[nhits] = trk.numberOfValidHits();
702 
705  mvavalues[minlost] = std::min(lostIn, lostOut);
706  mvavalues[lostmidfrac] = trk.numberOfLostHits() / (trk.numberOfValidHits() + trk.numberOfLostHits());
707 
708  mvavalues[etaerror] = trk.etaError();
709 
710  float reldz = 0;
711  float reldxy = 0;
712  if (checkvertex) {
713  int vtxind = 0; // only first vertex is taken into account for the speed purposes
714  float dxy = trk.dxy(vertices[vtxind].position()),
715  dxyE = sqrt(trk.dxyError() * trk.dxyError() + vertices[vtxind].xError() * vertices[vtxind].yError());
716  float dz = trk.dz(vertices[vtxind].position()),
717  dzE = sqrt(trk.dzError() * trk.dzError() + vertices[vtxind].zError() * vertices[vtxind].zError());
718  reldz = dz / dzE;
719  reldxy = dxy / dxyE;
720  }
721  mvavalues[dxyperdxyerror] = reldxy;
722  mvavalues[dzperdzerror] = reldz;
723 
724  std::vector<float> gbrValues;
725 
726  //fill in the gbrValues vector with the necessary variables
727  for (unsigned i = 0; i < mvavars_indices.size(); i++) {
728  gbrValues.push_back(mvavalues[mvavars_indices[i]]);
729  }
730 
731  GBRForest const *forest = forest_;
732  if (useForestFromDB_) {
733  edm::ESHandle<GBRForest> forestHandle;
734  es.get<GBRWrapperRcd>().get(forestLabel_, forestHandle);
735  forest = forestHandle.product();
736  }
737 
738  auto gbrVal = forest->GetClassifier(&gbrValues[0]);
739  mvaVals_[current] = gbrVal;
740  }
741  mvaFiller.insert(hSrcTrack, mvaVals_.begin(), mvaVals_.end());
742  mvaFiller.fill();
743  evt.put(std::move(mvaValValueMap), "MVAVals");
744 }

References cms::cuda::assert(), hltPixelTracks_cff::chi2, reco::TrackBase::chi2(), chi2n, chi2n_no1dmod, chi2perdofperlayer, 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(), dqmMemoryStats::float, forest_, forestLabel_, edm::EventSetup::get(), 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_, useForestFromDB_, and pwdgSkimBPark_cfi::vertices.

Referenced by run().

◆ produce()

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

process one event

Definition at line 73 of file HIMultiTrackSelector.h.

73 { run(evt, es); }

References writedatasetfile::run.

◆ run()

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

Definition at line 314 of file HIMultiTrackSelector.cc.

314  {
315  using namespace std;
316  using namespace edm;
317  using namespace reco;
318 
319  // Get tracks
320  Handle<TrackCollection> hSrcTrack;
321  evt.getByToken(src_, hSrcTrack);
322  const TrackCollection &srcTracks(*hSrcTrack);
323 
324  // get hits in track..
326  evt.getByToken(hSrc_, hSrcHits);
327  const TrackingRecHitCollection &srcHits(*hSrcHits);
328 
329  // looking for the beam spot
331  evt.getByToken(beamspot_, hBsp);
332  const reco::BeamSpot &vertexBeamSpot(*hBsp);
333 
334  // Select good primary vertices for use in subsequent track selection
336  if (useVertices_)
337  evt.getByToken(vertices_, hVtx);
338 
339  unsigned int trkSize = srcTracks.size();
340  std::vector<int> selTracksSave(qualityToSet_.size() * trkSize, 0);
341 
342  std::vector<float> mvaVals_(srcTracks.size(), -99.f);
343  processMVA(evt, es, mvaVals_, *hVtx);
344 
345  for (unsigned int i = 0; i < qualityToSet_.size(); i++) {
346  std::vector<int> selTracks(trkSize, 0);
347  auto selTracksValueMap = std::make_unique<edm::ValueMap<int>>();
348  edm::ValueMap<int>::Filler filler(*selTracksValueMap);
349 
350  std::vector<Point> points;
351  std::vector<float> vterr, vzerr;
352  if (useVertices_)
353  selectVertices(i, *hVtx, points, vterr, vzerr);
354 
355  // Loop over tracks
356  size_t current = 0;
357  for (TrackCollection::const_iterator it = srcTracks.begin(), ed = srcTracks.end(); it != ed; ++it, ++current) {
358  const Track &trk = *it;
359  // Check if this track passes cuts
360 
361  LogTrace("TrackSelection") << "ready to check track with pt=" << trk.pt();
362 
363  //already removed
364  bool ok = true;
365  float mvaVal = 0;
366  if (preFilter_[i] < i && selTracksSave[preFilter_[i] * trkSize + current] < 0) {
367  selTracks[current] = -1;
368  ok = false;
369  if (!keepAllTracks_[i])
370  continue;
371  } else {
372  if (useAnyMVA_)
373  mvaVal = mvaVals_[current];
374  ok = select(i, vertexBeamSpot, srcHits, trk, points, vterr, vzerr, mvaVal);
375  if (!ok) {
376  LogTrace("TrackSelection") << "track with pt=" << trk.pt() << " NOT selected";
377  if (!keepAllTracks_[i]) {
378  selTracks[current] = -1;
379  continue;
380  }
381  } else
382  LogTrace("TrackSelection") << "track with pt=" << trk.pt() << " selected";
383  }
384 
385  if (preFilter_[i] < i) {
386  selTracks[current] = selTracksSave[preFilter_[i] * trkSize + current];
387  } else {
388  selTracks[current] = trk.qualityMask();
389  }
390  if (ok && setQualityBit_[i]) {
391  selTracks[current] = (selTracks[current] | (1 << qualityToSet_[i]));
392  if (qualityToSet_[i] == TrackBase::tight) {
393  selTracks[current] = (selTracks[current] | (1 << TrackBase::loose));
394  } else if (qualityToSet_[i] == TrackBase::highPurity) {
395  selTracks[current] = (selTracks[current] | (1 << TrackBase::loose));
396  selTracks[current] = (selTracks[current] | (1 << TrackBase::tight));
397  }
398 
399  if (!points.empty()) {
400  if (qualityToSet_[i] == TrackBase::loose) {
401  selTracks[current] = (selTracks[current] | (1 << TrackBase::looseSetWithPV));
402  } else if (qualityToSet_[i] == TrackBase::highPurity) {
403  selTracks[current] = (selTracks[current] | (1 << TrackBase::looseSetWithPV));
404  selTracks[current] = (selTracks[current] | (1 << TrackBase::highPuritySetWithPV));
405  }
406  }
407  }
408  }
409  for (unsigned int j = 0; j < trkSize; j++)
410  selTracksSave[j + i * trkSize] = selTracks[j];
411  filler.insert(hSrcTrack, selTracks.begin(), selTracks.end());
412  filler.fill();
413 
414  // evt.put(std::move(selTracks),name_[i]);
415  evt.put(std::move(selTracksValueMap), name_[i]);
416  }
417 }

References beamspot_, trigObjTnPSource_cfi::filler, edm::Event::getByToken(), muons_cff::highPurity, hSrc_, mps_fire::i, dqmiolumiharvest::j, keepAllTracks_, LogTrace, eostools::move(), name_, convertSQLiteXML::ok, HLT_FULL_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_.

◆ select()

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 419 of file HIMultiTrackSelector.cc.

426  {
427  // Decide if the given track passes selection cuts.
428 
429  using namespace std;
430 
431  //cuts on number of valid hits
432  auto nhits = tk.numberOfValidHits();
433  if (nhits >= min_hits_bypass_[tsNum])
434  return true;
435  if (nhits < min_nhits_[tsNum])
436  return false;
437 
438  if (tk.ndof() < 1E-5)
439  return false;
440 
442  //Adding the MVA selection before any other cut//
444  if (useAnyMVA_ && useMVA_[tsNum]) {
445  if (mvaVal < min_MVA_[tsNum])
446  return false;
447  else
448  return true;
449  }
451  //End of MVA selection section//
453 
454  // Cuts on numbers of layers with hits/3D hits/lost hits.
456  uint32_t nlayers3D =
459  LogDebug("TrackSelection") << "cuts on nlayers: " << nlayers << " " << nlayers3D << " " << nlayersLost << " vs "
460  << min_layers_[tsNum] << " " << min_3Dlayers_[tsNum] << " " << max_lostLayers_[tsNum];
461  if (nlayers < min_layers_[tsNum])
462  return false;
463  if (nlayers3D < min_3Dlayers_[tsNum])
464  return false;
465  if (nlayersLost > max_lostLayers_[tsNum])
466  return false;
467  LogTrace("TrackSelection") << "cuts on nlayers passed";
468 
469  float chi2n = tk.normalizedChi2();
470  float chi2n_no1Dmod = chi2n;
471 
472  int count1dhits = 0;
473  auto ith = tk.extra()->firstRecHit();
474  auto edh = ith + tk.recHitsSize();
475  for (; ith < edh; ++ith) {
476  const TrackingRecHit &hit = recHits[ith];
477  if (hit.dimension() == 1)
478  ++count1dhits;
479  }
480  if (count1dhits > 0) {
481  float chi2 = tk.chi2();
482  float ndof = tk.ndof();
483  chi2n = (chi2 + count1dhits) / float(ndof + count1dhits);
484  }
485  // For each 1D rechit, the chi^2 and ndof is increased by one. This is a way of retaining approximately
486  // the same normalized chi^2 distribution as with 2D rechits.
487  if (chi2n > chi2n_par_[tsNum] * nlayers)
488  return false;
489 
490  if (chi2n_no1Dmod > chi2n_no1Dmod_par_[tsNum] * nlayers)
491  return false;
492 
493  // Get track parameters
494  float pt = std::max(float(tk.pt()), 0.000001f);
495  float eta = tk.eta();
496  if (eta < min_eta_[tsNum] || eta > max_eta_[tsNum])
497  return false;
498 
499  //cuts on relative error on pt
500  float relpterr = float(tk.ptError()) / pt;
501  if (relpterr > max_relpterr_[tsNum])
502  return false;
503 
506  int minLost = std::min(lostIn, lostOut);
507  if (minLost > max_minMissHitOutOrIn_[tsNum])
508  return false;
509  float lostMidFrac =
510  tk.numberOfLostHits() == 0 ? 0. : tk.numberOfLostHits() / (tk.numberOfValidHits() + tk.numberOfLostHits());
511  if (lostMidFrac > max_lostHitFraction_[tsNum])
512  return false;
513 
514  // Pixel Track Merging pT dependent cuts
516  // hard cut at absolute min/max pt
517  if (pt < pixel_pTMinCut_[tsNum][0])
518  return false;
519  if (pt > pixel_pTMaxCut_[tsNum][0])
520  return false;
521  // tapering cuts with chi2n_no1Dmod
522  double pTMaxCutPos = (pixel_pTMaxCut_[tsNum][0] - pt) / (pixel_pTMaxCut_[tsNum][0] - pixel_pTMaxCut_[tsNum][1]);
523  double pTMinCutPos = (pt - pixel_pTMinCut_[tsNum][0]) / (pixel_pTMinCut_[tsNum][1] - pixel_pTMinCut_[tsNum][0]);
524  if (pt > pixel_pTMaxCut_[tsNum][1] &&
525  chi2n_no1Dmod > pixel_pTMaxCut_[tsNum][2] * nlayers * pow(pTMaxCutPos, pixel_pTMaxCut_[tsNum][3]))
526  return false;
527  if (pt < pixel_pTMinCut_[tsNum][1] &&
528  chi2n_no1Dmod > pixel_pTMinCut_[tsNum][2] * nlayers * pow(pTMinCutPos, pixel_pTMinCut_[tsNum][3]))
529  return false;
530  }
531 
532  //other track parameters
533  float d0 = -tk.dxy(vertexBeamSpot.position()), d0E = tk.d0Error(), dz = tk.dz(vertexBeamSpot.position()),
534  dzE = tk.dzError();
535 
536  // parametrized d0 resolution for the track pt
537  float nomd0E = sqrt(res_par_[tsNum][0] * res_par_[tsNum][0] + (res_par_[tsNum][1] / pt) * (res_par_[tsNum][1] / pt));
538  // parametrized z0 resolution for the track pt and eta
539  float nomdzE = nomd0E * (std::cosh(eta));
540 
541  float dzCut = std::min(powN(dz_par1_[tsNum][0] * nlayers, int(dz_par1_[tsNum][1] + 0.5)) * nomdzE,
542  powN(dz_par2_[tsNum][0] * nlayers, int(dz_par2_[tsNum][1] + 0.5)) * dzE);
543  float d0Cut = std::min(powN(d0_par1_[tsNum][0] * nlayers, int(d0_par1_[tsNum][1] + 0.5)) * nomd0E,
544  powN(d0_par2_[tsNum][0] * nlayers, int(d0_par2_[tsNum][1] + 0.5)) * d0E);
545 
546  // ---- PrimaryVertex compatibility cut
547  bool primaryVertexZCompatibility(false);
548  bool primaryVertexD0Compatibility(false);
549 
550  if (points.empty()) { //If not primaryVertices are reconstructed, check just the compatibility with the BS
551  //z0 within (n sigma + dzCut) of the beam spot z, if no good vertex is found
552  if (abs(dz) < hypot(vertexBeamSpot.sigmaZ() * nSigmaZ_[tsNum], dzCut))
553  primaryVertexZCompatibility = true;
554  // d0 compatibility with beam line
555  if (abs(d0) < d0Cut)
556  primaryVertexD0Compatibility = true;
557  }
558 
559  int iv = 0;
560  for (std::vector<Point>::const_iterator point = points.begin(), end = points.end(); point != end; ++point) {
561  LogTrace("TrackSelection") << "Test track w.r.t. vertex with z position " << point->z();
562  if (primaryVertexZCompatibility && primaryVertexD0Compatibility)
563  break;
564  float dzPV = tk.dz(*point); //re-evaluate the dz with respect to the vertex position
565  float d0PV = tk.dxy(*point); //re-evaluate the dxy with respect to the vertex position
566  if (useVtxError_) {
567  float dzErrPV = std::sqrt(dzE * dzE + vzerr[iv] * vzerr[iv]); // include vertex error in z
568  float d0ErrPV = std::sqrt(d0E * d0E + vterr[iv] * vterr[iv]); // include vertex error in xy
569  iv++;
570  if (abs(dzPV) < dz_par1_[tsNum][0] * pow(nlayers, dz_par1_[tsNum][1]) * nomdzE &&
571  abs(dzPV) < dz_par2_[tsNum][0] * pow(nlayers, dz_par2_[tsNum][1]) * dzErrPV && abs(dzPV) < max_z0_[tsNum])
572  primaryVertexZCompatibility = true;
573  if (abs(d0PV) < d0_par1_[tsNum][0] * pow(nlayers, d0_par1_[tsNum][1]) * nomd0E &&
574  abs(d0PV) < d0_par2_[tsNum][0] * pow(nlayers, d0_par2_[tsNum][1]) * d0ErrPV && abs(d0PV) < max_d0_[tsNum])
575  primaryVertexD0Compatibility = true;
576  } else {
577  if (abs(dzPV) < dzCut)
578  primaryVertexZCompatibility = true;
579  if (abs(d0PV) < d0Cut)
580  primaryVertexD0Compatibility = true;
581  }
582  LogTrace("TrackSelection") << "distances " << dzPV << " " << d0PV << " vs " << dzCut << " " << d0Cut;
583  }
584 
585  if (points.empty() && applyAbsCutsIfNoPV_[tsNum]) {
586  if (abs(dz) > max_z0NoPV_[tsNum] || abs(d0) > max_d0NoPV_[tsNum])
587  return false;
588  } else {
589  // Absolute cuts on all tracks impact parameters with respect to beam-spot.
590  // If BS is not compatible, verify if at least the reco-vertex is compatible (useful for incorrect BS settings)
591  if (abs(d0) > max_d0_[tsNum] && !primaryVertexD0Compatibility)
592  return false;
593  LogTrace("TrackSelection") << "absolute cuts on d0 passed";
594  if (abs(dz) > max_z0_[tsNum] && !primaryVertexZCompatibility)
595  return false;
596  LogTrace("TrackSelection") << "absolute cuts on dz passed";
597  }
598 
599  LogTrace("TrackSelection") << "cuts on PV: apply adapted PV cuts? " << applyAdaptedPVCuts_[tsNum]
600  << " d0 compatibility? " << primaryVertexD0Compatibility << " z compatibility? "
601  << primaryVertexZCompatibility;
602 
603  if (applyAdaptedPVCuts_[tsNum]) {
604  return (primaryVertexD0Compatibility && primaryVertexZCompatibility);
605  } else {
606  return true;
607  }
608 }

References funct::abs(), applyAbsCutsIfNoPV_, applyAdaptedPVCuts_, applyPixelMergingCuts_, hltPixelTracks_cff::chi2, reco::TrackBase::chi2(), chi2n, chi2n_no1Dmod_par_, chi2n_par_, d0, d0_par1_, d0_par2_, TrackSplittingMonitor_cfi::d0Cut, reco::TrackBase::d0Error(), reco::TrackBase::dxy(), PVValHelper::dz, reco::TrackBase::dz(), dz_par1_, dz_par2_, TrackSplittingMonitor_cfi::dzCut, reco::TrackBase::dzError(), mps_fire::end, PVValHelper::eta, reco::TrackBase::eta(), reco::Track::extra(), f, dqmMemoryStats::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, HLT_FULL_cff::points, reco::BeamSpot::position(), funct::pow(), DiDispStaMuonMonitor_cfi::pt, reco::TrackBase::pt(), reco::TrackBase::ptError(), FastTrackerRecHitMaskProducer_cfi::recHits, 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().

◆ selectVertices()

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 610 of file HIMultiTrackSelector.cc.

614  {
615  // Select good primary vertices
616  using namespace reco;
617  int32_t toTake = vtxNumber_[tsNum];
618  for (VertexCollection::const_iterator it = vtxs.begin(), ed = vtxs.end(); it != ed; ++it) {
619  LogDebug("SelectVertex") << " select vertex with z position " << it->z() << " " << it->chi2() << " " << it->ndof()
620  << " " << TMath::Prob(it->chi2(), static_cast<int32_t>(it->ndof()));
621  Vertex vtx = *it;
622  bool pass = vertexCut_[tsNum](vtx);
623  if (pass) {
624  points.push_back(it->position());
625  vterr.push_back(sqrt(it->yError() * it->xError()));
626  vzerr.push_back(it->zError());
627  LogTrace("SelectVertex") << " SELECTED vertex with z position " << it->z();
628  toTake--;
629  if (toTake == 0)
630  break;
631  }
632  }
633 }

References LogDebug, LogTrace, HLT_FULL_cff::points, mathSSE::sqrt(), vertexCut_, extraflags_cff::vtx, and vtxNumber_.

Referenced by run().

Member Data Documentation

◆ applyAbsCutsIfNoPV_

std::vector<bool> HIMultiTrackSelector::applyAbsCutsIfNoPV_
protected

Definition at line 157 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

◆ applyAdaptedPVCuts_

std::vector<bool> HIMultiTrackSelector::applyAdaptedPVCuts_
protected

Definition at line 127 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

◆ applyPixelMergingCuts_

bool HIMultiTrackSelector::applyPixelMergingCuts_
protected

Definition at line 107 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

◆ beamspot_

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

Definition at line 100 of file HIMultiTrackSelector.h.

Referenced by run().

◆ chi2n_no1Dmod_par_

std::vector<double> HIMultiTrackSelector::chi2n_no1Dmod_par_
protected

Definition at line 121 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

◆ chi2n_par_

std::vector<double> HIMultiTrackSelector::chi2n_par_
protected

Definition at line 120 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

◆ d0_par1_

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

Definition at line 122 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

◆ d0_par2_

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

Definition at line 124 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

◆ dbFileName_

std::string HIMultiTrackSelector::dbFileName_
protected

Definition at line 179 of file HIMultiTrackSelector.h.

Referenced by beginStream(), and HIMultiTrackSelector().

◆ dz_par1_

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

Definition at line 123 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

◆ dz_par2_

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

Definition at line 125 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

◆ forest_

GBRForest* HIMultiTrackSelector::forest_
protected

◆ forestLabel_

std::string HIMultiTrackSelector::forestLabel_
protected

Definition at line 175 of file HIMultiTrackSelector.h.

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

◆ forestVars_

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

Definition at line 176 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector().

◆ hSrc_

edm::EDGetTokenT<TrackingRecHitCollection> HIMultiTrackSelector::hSrc_
protected

Definition at line 99 of file HIMultiTrackSelector.h.

Referenced by processMVA(), and run().

◆ keepAllTracks_

std::vector<bool> HIMultiTrackSelector::keepAllTracks_
protected

Definition at line 159 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and run().

◆ max_d0_

std::vector<double> HIMultiTrackSelector::max_d0_
protected

Impact parameter absolute cuts.

Definition at line 130 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

◆ max_d0NoPV_

std::vector<double> HIMultiTrackSelector::max_d0NoPV_
protected

Definition at line 155 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

◆ max_eta_

std::vector<double> HIMultiTrackSelector::max_eta_
protected

Definition at line 152 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

◆ max_lostHitFraction_

std::vector<int32_t> HIMultiTrackSelector::max_lostHitFraction_
protected

Definition at line 149 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

◆ max_lostLayers_

std::vector<uint32_t> HIMultiTrackSelector::max_lostLayers_
protected

Definition at line 141 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

◆ max_minMissHitOutOrIn_

std::vector<int32_t> HIMultiTrackSelector::max_minMissHitOutOrIn_
protected

Definition at line 148 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

◆ max_relpterr_

std::vector<double> HIMultiTrackSelector::max_relpterr_
protected

Definition at line 145 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

◆ max_z0_

std::vector<double> HIMultiTrackSelector::max_z0_
protected

Definition at line 131 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

◆ max_z0NoPV_

std::vector<double> HIMultiTrackSelector::max_z0NoPV_
protected

Definition at line 156 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

◆ min_3Dlayers_

std::vector<uint32_t> HIMultiTrackSelector::min_3Dlayers_
protected

Definition at line 140 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

◆ min_eta_

std::vector<double> HIMultiTrackSelector::min_eta_
protected

Definition at line 151 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

◆ min_hits_bypass_

std::vector<uint32_t> HIMultiTrackSelector::min_hits_bypass_
protected

Definition at line 142 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

◆ min_layers_

std::vector<uint32_t> HIMultiTrackSelector::min_layers_
protected

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

Definition at line 139 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

◆ min_MVA_

std::vector<double> HIMultiTrackSelector::min_MVA_
protected

Definition at line 171 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

◆ min_nhits_

std::vector<uint32_t> HIMultiTrackSelector::min_nhits_
protected

Definition at line 146 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

◆ mvaType_

std::string HIMultiTrackSelector::mvaType_
protected

Definition at line 174 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector().

◆ mvavars_indices

std::vector<int> HIMultiTrackSelector::mvavars_indices
protected

Definition at line 169 of file HIMultiTrackSelector.h.

Referenced by processMVA().

◆ name_

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

Definition at line 163 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and run().

◆ nSigmaZ_

std::vector<double> HIMultiTrackSelector::nSigmaZ_
protected

Definition at line 132 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

◆ pixel_pTMaxCut_

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

Definition at line 136 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

◆ pixel_pTMinCut_

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

Definition at line 135 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

◆ preFilter_

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

Definition at line 162 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and run().

◆ qualityToSet_

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

Definition at line 111 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and run().

◆ res_par_

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

Definition at line 119 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

◆ setQualityBit_

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().

◆ src_

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

source collection label

Definition at line 98 of file HIMultiTrackSelector.h.

Referenced by processMVA(), and run().

◆ useAnyMVA_

bool HIMultiTrackSelector::useAnyMVA_
protected

Definition at line 103 of file HIMultiTrackSelector.h.

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

◆ useForestFromDB_

bool HIMultiTrackSelector::useForestFromDB_
protected

Definition at line 178 of file HIMultiTrackSelector.h.

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

◆ useMVA_

std::vector<bool> HIMultiTrackSelector::useMVA_
protected

Definition at line 166 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and select().

◆ useVertices_

bool HIMultiTrackSelector::useVertices_
protected

Definition at line 101 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and run().

◆ useVtxError_

bool HIMultiTrackSelector::useVtxError_
protected

Definition at line 102 of file HIMultiTrackSelector.h.

Referenced by select().

◆ vertexCut_

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

Definition at line 116 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and selectVertices().

◆ vertices_

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

Definition at line 104 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and run().

◆ vtxNumber_

std::vector<int32_t> HIMultiTrackSelector::vtxNumber_
protected

vertex cuts

Definition at line 114 of file HIMultiTrackSelector.h.

Referenced by HIMultiTrackSelector(), and selectVertices().

HIMultiTrackSelector::max_d0_
std::vector< double > max_d0_
Impact parameter absolute cuts.
Definition: HIMultiTrackSelector.h:130
HIMultiTrackSelector::mvaType_
std::string mvaType_
Definition: HIMultiTrackSelector.h:174
edm::ESHandle::product
T const * product() const
Definition: ESHandle.h:86
HIMultiTrackSelector::selectVertices
void selectVertices(unsigned int tsNum, const reco::VertexCollection &vtxs, std::vector< Point > &points, std::vector< float > &vterr, std::vector< float > &vzerr) const
Definition: HIMultiTrackSelector.cc:610
reco::HitPattern::MISSING_OUTER_HITS
Definition: HitPattern.h:155
HIMultiTrackSelector::processMVA
void processMVA(edm::Event &evt, const edm::EventSetup &es, std::vector< float > &mvaVals_, const reco::VertexCollection &hVtx) const
Definition: HIMultiTrackSelector.cc:635
HIMultiTrackSelector::min_nhits_
std::vector< uint32_t > min_nhits_
Definition: HIMultiTrackSelector.h:146
HIMultiTrackSelector::max_lostLayers_
std::vector< uint32_t > max_lostLayers_
Definition: HIMultiTrackSelector.h:141
mps_fire.i
i
Definition: mps_fire.py:428
reco::TrackBase::ptError
double ptError() const
error on Pt (set to 1000 TeV if charge==0 for safety)
Definition: TrackBase.h:754
dqmMemoryStats.float
float
Definition: dqmMemoryStats.py:127
chi2n
Definition: HIMultiTrackSelector.h:45
HIMultiTrackSelector::ParseForestVars
void ParseForestVars()
Definition: HIMultiTrackSelector.cc:79
HIMultiTrackSelector::applyAdaptedPVCuts_
std::vector< bool > applyAdaptedPVCuts_
Definition: HIMultiTrackSelector.h:127
GBRForest::GetClassifier
double GetClassifier(const float *vector) const
Definition: GBRForest.h:34
reco::HitPattern::trackerLayersWithoutMeasurement
int trackerLayersWithoutMeasurement(HitCategory category) const
Definition: HitPattern.cc:532
reco::TrackBase::etaError
double etaError() const
error on eta
Definition: TrackBase.h:763
HLT_FULL_cff.points
points
Definition: HLT_FULL_cff.py:21518
HIMultiTrackSelector::max_d0NoPV_
std::vector< double > max_d0NoPV_
Definition: HIMultiTrackSelector.h:155
f
double f[11][100]
Definition: MuScleFitUtils.cc:78
HIMultiTrackSelector::res_par_
std::vector< std::vector< double > > res_par_
Definition: HIMultiTrackSelector.h:119
HIMultiTrackSelector::d0_par2_
std::vector< std::vector< double > > d0_par2_
Definition: HIMultiTrackSelector.h:124
HIMultiTrackSelector::forest_
GBRForest * forest_
Definition: HIMultiTrackSelector.h:177
DiDispStaMuonMonitor_cfi.pt
pt
Definition: DiDispStaMuonMonitor_cfi.py:39
nlayers3d
Definition: HIMultiTrackSelector.h:47
min
T min(T a, T b)
Definition: MathUtil.h:58
edm
HLT enums.
Definition: AlignableModifier.h:19
HIMultiTrackSelector::min_eta_
std::vector< double > min_eta_
Definition: HIMultiTrackSelector.h:151
GBRForest
Definition: GBRForest.h:25
cms::cuda::assert
assert(be >=bs)
HIMultiTrackSelector::max_eta_
std::vector< double > max_eta_
Definition: HIMultiTrackSelector.h:152
HIMultiTrackSelector::min_layers_
std::vector< uint32_t > min_layers_
Cuts on numbers of layers with hits/3D hits/lost hits.
Definition: HIMultiTrackSelector.h:139
HIMultiTrackSelector::vertexCut_
std::vector< StringCutObjectSelector< reco::Vertex > > vertexCut_
Definition: HIMultiTrackSelector.h:116
reco::TrackBase::ndof
double ndof() const
number of degrees of freedom of the fit
Definition: TrackBase.h:590
HiCentrality_cfi.srcTracks
srcTracks
Definition: HiCentrality_cfi.py:21
reco
fixed size matrix
Definition: AlignmentAlgorithmBase.h:45
HIMultiTrackSelector::vertices_
edm::EDGetTokenT< reco::VertexCollection > vertices_
Definition: HIMultiTrackSelector.h:104
findQualityFiles.v
v
Definition: findQualityFiles.py:179
hltPixelTracks_cff.chi2
chi2
Definition: hltPixelTracks_cff.py:25
spr::find
void find(edm::Handle< EcalRecHitCollection > &hits, DetId thisDet, std::vector< EcalRecHitCollection::const_iterator > &hit, bool debug=false)
Definition: FindCaloHit.cc:19
convertSQLiteXML.ok
bool ok
Definition: convertSQLiteXML.py:98
edm::Handle
Definition: AssociativeIterator.h:50
HIMultiTrackSelector::preFilter_
std::vector< unsigned int > preFilter_
Definition: HIMultiTrackSelector.h:162
reco::TrackBase::numberOfValidHits
unsigned short numberOfValidHits() const
number of valid hits found
Definition: TrackBase.h:798
edm::LogWarning
Log< level::Warning, false > LogWarning
Definition: MessageLogger.h:122
HIMultiTrackSelector::chi2n_no1Dmod_par_
std::vector< double > chi2n_no1Dmod_par_
Definition: HIMultiTrackSelector.h:121
HIMultiTrackSelector::max_z0NoPV_
std::vector< double > max_z0NoPV_
Definition: HIMultiTrackSelector.h:156
HIMultiTrackSelector::max_minMissHitOutOrIn_
std::vector< int32_t > max_minMissHitOutOrIn_
Definition: HIMultiTrackSelector.h:148
reco::Track::extra
const TrackExtraRef & extra() const
reference to "extra" object
Definition: Track.h:139
reco::TrackBase::dxyError
double dxyError() const
error on dxy
Definition: TrackBase.h:769
HIMultiTrackSelector::name_
std::vector< std::string > name_
Definition: HIMultiTrackSelector.h:163
chi2n_no1dmod
Definition: HIMultiTrackSelector.h:44
reco::HitPattern::pixelLayersWithMeasurement
int pixelLayersWithMeasurement() const
Definition: HitPattern.cc:492
HIMultiTrackSelector::max_lostHitFraction_
std::vector< int32_t > max_lostHitFraction_
Definition: HIMultiTrackSelector.h:149
HIMultiTrackSelector::pixel_pTMinCut_
std::vector< std::vector< double > > pixel_pTMinCut_
Definition: HIMultiTrackSelector.h:135
ndof
Definition: HIMultiTrackSelector.h:49
HIMultiTrackSelector::applyPixelMergingCuts_
bool applyPixelMergingCuts_
Definition: HIMultiTrackSelector.h:107
lostmidfrac
Definition: HIMultiTrackSelector.h:40
HIMultiTrackSelector::d0_par1_
std::vector< std::vector< double > > d0_par1_
Definition: HIMultiTrackSelector.h:122
reco::TrackBase::pt
double pt() const
track transverse momentum
Definition: TrackBase.h:637
HIMultiTrackSelector::dz_par2_
std::vector< std::vector< double > > dz_par2_
Definition: HIMultiTrackSelector.h:125
reco::BeamSpot::sigmaZ
double sigmaZ() const
sigma z
Definition: BeamSpot.h:76
reco::Track::recHitsSize
size_t recHitsSize() const
Get number of RecHits. (Warning, this includes invalid hits, which are not physical hits).
Definition: Track.h:97
HIMultiTrackSelector::keepAllTracks_
std::vector< bool > keepAllTracks_
Definition: HIMultiTrackSelector.h:159
HIMultiTrackSelector::useForestFromDB_
bool useForestFromDB_
Definition: HIMultiTrackSelector.h:178
edm::EventSetup::get
T get() const
Definition: EventSetup.h:80
reco::HitPattern::trackerLayersWithMeasurement
int trackerLayersWithMeasurement() const
Definition: HitPattern.cc:513
relpterr
Definition: HIMultiTrackSelector.h:39
PVValHelper::eta
Definition: PVValidationHelpers.h:69
nlayerslost
Definition: HIMultiTrackSelector.h:46
mathSSE::sqrt
T sqrt(T t)
Definition: SSEVec.h:19
mps_fire.end
end
Definition: mps_fire.py:242
reco::BeamSpot
Definition: BeamSpot.h:21
TrackSplittingMonitor_cfi.dzCut
dzCut
Definition: TrackSplittingMonitor_cfi.py:20
reco::TrackBase::numberOfLostHits
unsigned short numberOfLostHits() const
number of cases where track crossed a layer without getting a hit.
Definition: TrackBase.h:801
reco::Track
Definition: Track.h:27
edm::ESHandle< GBRForest >
TrackSplittingMonitor_cfi.d0Cut
d0Cut
Definition: TrackSplittingMonitor_cfi.py:19
reco::TrackBase::dz
double dz() const
dz parameter (= dsz/cos(lambda)). This is the track z0 w.r.t (0,0,0) only if the refPoint is close to...
Definition: TrackBase.h:622
edm::Event::getByToken
bool getByToken(EDGetToken token, Handle< PROD > &result) const
Definition: Event.h:531
reco::TrackBase::qualityMask
int qualityMask() const
Definition: TrackBase.h:843
reco::BeamSpot::position
const Point & position() const
position
Definition: BeamSpot.h:59
nhits
Definition: HIMultiTrackSelector.h:42
HIMultiTrackSelector::setQualityBit_
std::vector< bool > setQualityBit_
do I have to set a quality bit?
Definition: HIMultiTrackSelector.h:110
AlCaHLTBitMon_QueryRunRegistry.string
string
Definition: AlCaHLTBitMon_QueryRunRegistry.py:256
FastTrackerRecHitMaskProducer_cfi.recHits
recHits
Definition: FastTrackerRecHitMaskProducer_cfi.py:8
HIMultiTrackSelector::applyAbsCutsIfNoPV_
std::vector< bool > applyAbsCutsIfNoPV_
Definition: HIMultiTrackSelector.h:157
HIMultiTrackSelector::min_hits_bypass_
std::vector< uint32_t > min_hits_bypass_
Definition: HIMultiTrackSelector.h:142
HIMultiTrackSelector::hSrc_
edm::EDGetTokenT< TrackingRecHitCollection > hSrc_
Definition: HIMultiTrackSelector.h:99
LogDebug
#define LogDebug(id)
Definition: MessageLogger.h:223
HIMultiTrackSelector::run
virtual void run(edm::Event &evt, const edm::EventSetup &es) const
Definition: HIMultiTrackSelector.cc:314
etaerror
Definition: HIMultiTrackSelector.h:50
SiStripPI::max
Definition: SiStripPayloadInspectorHelper.h:169
type
type
Definition: SiPixelVCal_PayloadInspector.cc:37
HIMultiTrackSelector::select
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
Definition: HIMultiTrackSelector.cc:419
trigObjTnPSource_cfi.filler
filler
Definition: trigObjTnPSource_cfi.py:21
gainCalibHelper::gainCalibPI::type
type
Definition: SiPixelGainCalibHelper.h:39
reco::TrackBase::eta
double eta() const
pseudorapidity of momentum vector
Definition: TrackBase.h:652
HIMultiTrackSelector::nSigmaZ_
std::vector< double > nSigmaZ_
Definition: HIMultiTrackSelector.h:132
HIMultiTrackSelector::forestLabel_
std::string forestLabel_
Definition: HIMultiTrackSelector.h:175
position
static int position[264][3]
Definition: ReadPGInfo.cc:289
reco::TrackBase::dzError
double dzError() const
error on dz
Definition: TrackBase.h:778
HIMultiTrackSelector::useVertices_
bool useVertices_
Definition: HIMultiTrackSelector.h:101
HIMultiTrackSelector::max_relpterr_
std::vector< double > max_relpterr_
Definition: HIMultiTrackSelector.h:145
edm::Event::put
OrphanHandle< PROD > put(std::unique_ptr< PROD > product)
Put a new product.
Definition: Event.h:133
HIMultiTrackSelector::useVtxError_
bool useVtxError_
Definition: HIMultiTrackSelector.h:102
HIMultiTrackSelector::mvavars_indices
std::vector< int > mvavars_indices
Definition: HIMultiTrackSelector.h:169
HIMultiTrackSelector::beamspot_
edm::EDGetTokenT< reco::BeamSpot > beamspot_
Definition: HIMultiTrackSelector.h:100
HIMultiTrackSelector::qualityToSet_
std::vector< reco::TrackBase::TrackQuality > qualityToSet_
Definition: HIMultiTrackSelector.h:111
reco::TrackBase::chi2
double chi2() const
chi-squared of the fit
Definition: TrackBase.h:587
reco::TrackBase::normalizedChi2
double normalizedChi2() const
chi-squared divided by n.d.o.f. (or chi-squared * 1e6 if n.d.o.f. is zero)
Definition: TrackBase.h:593
get
#define get
HIMultiTrackSelector::dz_par1_
std::vector< std::vector< double > > dz_par1_
Definition: HIMultiTrackSelector.h:123
reco::HitPattern::TRACK_HITS
Definition: HitPattern.h:155
HIMultiTrackSelector::pixel_pTMaxCut_
std::vector< std::vector< double > > pixel_pTMaxCut_
Definition: HIMultiTrackSelector.h:136
looper.cfg
cfg
Definition: looper.py:297
TrackingRecHit
Definition: TrackingRecHit.h:21
chi2perdofperlayer
Definition: HIMultiTrackSelector.h:36
HIMultiTrackSelector::src_
edm::EDGetTokenT< reco::TrackCollection > src_
source collection label
Definition: HIMultiTrackSelector.h:98
reco::TrackBase::hitPattern
const HitPattern & hitPattern() const
Access the hit pattern, indicating in which Tracker layers the track has hits.
Definition: TrackBase.h:504
HIMultiTrackSelector::max_z0_
std::vector< double > max_z0_
Definition: HIMultiTrackSelector.h:131
eostools.move
def move(src, dest)
Definition: eostools.py:511
std
Definition: JetResolutionObject.h:76
reco::TrackBase::d0Error
double d0Error() const
error on d0
Definition: TrackBase.h:772
PVValHelper::dxy
Definition: PVValidationHelpers.h:47
extraflags_cff.vtx
vtx
Definition: extraflags_cff.py:18
HIMultiTrackSelector::vtxNumber_
std::vector< int32_t > vtxNumber_
vertex cuts
Definition: HIMultiTrackSelector.h:114
PVValHelper::dz
Definition: PVValidationHelpers.h:50
dzperdzerror
Definition: HIMultiTrackSelector.h:38
HIMultiTrackSelector::useMVA_
std::vector< bool > useMVA_
Definition: HIMultiTrackSelector.h:166
Exception
Definition: hltDiff.cc:246
reco::HitPattern::MISSING_INNER_HITS
Definition: HitPattern.h:155
HIMultiTrackSelector::useAnyMVA_
bool useAnyMVA_
Definition: HIMultiTrackSelector.h:103
muons_cff.highPurity
highPurity
Definition: muons_cff.py:136
GBRWrapperRcd
Definition: GBRWrapperRcd.h:24
dxyperdxyerror
Definition: HIMultiTrackSelector.h:37
reco::HitPattern::numberOfLostTrackerHits
int numberOfLostTrackerHits(HitCategory category) const
Definition: HitPattern.h:862
HIMultiTrackSelector::chi2n_par_
std::vector< double > chi2n_par_
Definition: HIMultiTrackSelector.h:120
funct::pow
Power< A, B >::type pow(const A &a, const B &b)
Definition: Power.h:29
HIMultiTrackSelector::forestVars_
std::vector< std::string > forestVars_
Definition: HIMultiTrackSelector.h:176
edm::helper::Filler
Definition: ValueMap.h:22
funct::abs
Abs< T >::type abs(const T &t)
Definition: Abs.h:22
LogTrace
#define LogTrace(id)
Definition: MessageLogger.h:224
dqmiolumiharvest.j
j
Definition: dqmiolumiharvest.py:66
HIMultiTrackSelector::min_MVA_
std::vector< double > min_MVA_
Definition: HIMultiTrackSelector.h:171
point
*vegas h *****************************************************used in the default bin number in original ***version of VEGAS is ***a higher bin number might help to derive a more precise ***grade subtle point
Definition: invegas.h:5
HIMultiTrackSelector::dbFileName_
std::string dbFileName_
Definition: HIMultiTrackSelector.h:179
d0
static constexpr float d0
Definition: L1EGammaCrystalsEmulatorProducer.cc:84
reco::TrackBase::dxy
double dxy() const
dxy parameter. (This is the transverse impact parameter w.r.t. to (0,0,0) ONLY if refPoint is close t...
Definition: TrackBase.h:608
HIMultiTrackSelector::min_3Dlayers_
std::vector< uint32_t > min_3Dlayers_
Definition: HIMultiTrackSelector.h:140
edm::InputTag
Definition: InputTag.h:15
reco::TrackCollection
std::vector< Track > TrackCollection
collection of Tracks
Definition: TrackFwd.h:14
reco::Vertex
Definition: Vertex.h:35
hit
Definition: SiStripHitEffFromCalibTree.cc:88
reco::HitPattern::numberOfValidStripLayersWithMonoAndStereo
int numberOfValidStripLayersWithMonoAndStereo(uint16_t stripdet, uint16_t layer) const
Definition: HitPattern.cc:348
edm::OwnVector< TrackingRecHit >
pwdgSkimBPark_cfi.vertices
vertices
Definition: pwdgSkimBPark_cfi.py:7
nlayers
Definition: HIMultiTrackSelector.h:48
minlost
Definition: HIMultiTrackSelector.h:41