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TauJetRNNUtils::Variables Namespace Reference

Namespaces

 Cluster
 
 Track
 

Typedefs

using TauDetail = xAOD::TauJetParameters::Detail
 

Functions

bool centFrac (const xAOD::TauJet &tau, double &out)
 
bool etOverPtLeadTrk (const xAOD::TauJet &tau, double &out)
 
bool innerTrkAvgDist (const xAOD::TauJet &tau, double &out)
 
bool absipSigLeadTrk (const xAOD::TauJet &tau, double &out)
 
bool SumPtTrkFrac (const xAOD::TauJet &tau, double &out)
 
bool EMPOverTrkSysP (const xAOD::TauJet &tau, double &out)
 
bool ptRatioEflowApprox (const xAOD::TauJet &tau, double &out)
 
bool mEflowApprox (const xAOD::TauJet &tau, double &out)
 
bool dRmax (const xAOD::TauJet &tau, double &out)
 
bool trFlightPathSig (const xAOD::TauJet &tau, double &out)
 
bool massTrkSys (const xAOD::TauJet &tau, double &out)
 
bool pt (const xAOD::TauJet &tau, double &out)
 
bool pt_tau_log (const xAOD::TauJet &tau, double &out)
 
bool ptDetectorAxis (const xAOD::TauJet &tau, double &out)
 
bool ptJetSeed_log (const xAOD::TauJet &tau, double &out)
 
bool absleadTrackEta (const xAOD::TauJet &tau, double &out)
 
bool leadTrackDeltaEta (const xAOD::TauJet &tau, double &out)
 
bool leadTrackDeltaPhi (const xAOD::TauJet &tau, double &out)
 
bool leadTrackProbNNorHT (const xAOD::TauJet &tau, double &out)
 
bool EMFracFixed (const xAOD::TauJet &tau, double &out)
 
bool etHotShotWinOverPtLeadTrk (const xAOD::TauJet &tau, double &out)
 
bool hadLeakFracFixed (const xAOD::TauJet &tau, double &out)
 
bool PSFrac (const xAOD::TauJet &tau, double &out)
 
bool ClustersMeanCenterLambda (const xAOD::TauJet &tau, double &out)
 
bool ClustersMeanEMProbability (const xAOD::TauJet &tau, double &out)
 
bool ClustersMeanFirstEngDens (const xAOD::TauJet &tau, double &out)
 
bool ClustersMeanPresamplerFrac (const xAOD::TauJet &tau, double &out)
 
bool ClustersMeanSecondLambda (const xAOD::TauJet &tau, double &out)
 

Typedef Documentation

◆ TauDetail

using TauJetRNNUtils::Variables::TauDetail = typedef xAOD::TauJetParameters::Detail

Definition at line 183 of file TauJetRNNUtils.cxx.

Function Documentation

◆ absipSigLeadTrk()

bool TauJetRNNUtils::Variables::absipSigLeadTrk ( const xAOD::TauJet &  tau,
double &  out 
)

Definition at line 206 of file TauJetRNNUtils.cxx.

206  {
207  float ipSigLeadTrk = (tau.nTracks()>0) ? tau.track(0)->d0SigTJVA() : 0.;
208  out = std::min(std::abs(ipSigLeadTrk), 30.0f);
209  return true;
210 }

◆ absleadTrackEta()

bool TauJetRNNUtils::Variables::absleadTrackEta ( const xAOD::TauJet &  tau,
double &  out 
)

Definition at line 282 of file TauJetRNNUtils.cxx.

282  {
283  static const SG::ConstAccessor<float> acc_absEtaLeadTrack("ABS_ETA_LEAD_TRACK");
284  float absEtaLeadTrack = acc_absEtaLeadTrack(tau);
285  out = std::max(0.f, absEtaLeadTrack);
286  return true;
287 }

◆ centFrac()

bool TauJetRNNUtils::Variables::centFrac ( const xAOD::TauJet &  tau,
double &  out 
)

Definition at line 185 of file TauJetRNNUtils.cxx.

185  {
186  float centFrac;
187  const auto success = tau.detail(TauDetail::centFrac, centFrac);
188  out = std::min(centFrac, 1.0f);
189  return success;
190 }

◆ ClustersMeanCenterLambda()

bool TauJetRNNUtils::Variables::ClustersMeanCenterLambda ( const xAOD::TauJet &  tau,
double &  out 
)

Definition at line 355 of file TauJetRNNUtils.cxx.

355  {
356  float ClustersMeanCenterLambda;
357  const auto success = tau.detail(TauDetail::ClustersMeanCenterLambda, ClustersMeanCenterLambda);
358  out = std::max(0.f, ClustersMeanCenterLambda);
359  return success;
360 }

◆ ClustersMeanEMProbability()

bool TauJetRNNUtils::Variables::ClustersMeanEMProbability ( const xAOD::TauJet &  tau,
double &  out 
)

Definition at line 362 of file TauJetRNNUtils.cxx.

362  {
363  float ClustersMeanEMProbability;
364  const auto success = tau.detail(TauDetail::ClustersMeanEMProbability, ClustersMeanEMProbability);
365  out = std::max(0.f, ClustersMeanEMProbability);
366  return success;
367 }

◆ ClustersMeanFirstEngDens()

bool TauJetRNNUtils::Variables::ClustersMeanFirstEngDens ( const xAOD::TauJet &  tau,
double &  out 
)

Definition at line 369 of file TauJetRNNUtils.cxx.

369  {
370  float ClustersMeanFirstEngDens;
371  const auto success = tau.detail(TauDetail::ClustersMeanFirstEngDens, ClustersMeanFirstEngDens);
372  out = std::max(-10.f, ClustersMeanFirstEngDens);
373  return success;
374 }

◆ ClustersMeanPresamplerFrac()

bool TauJetRNNUtils::Variables::ClustersMeanPresamplerFrac ( const xAOD::TauJet &  tau,
double &  out 
)

Definition at line 376 of file TauJetRNNUtils.cxx.

376  {
377  float ClustersMeanPresamplerFrac;
378  const auto success = tau.detail(TauDetail::ClustersMeanPresamplerFrac, ClustersMeanPresamplerFrac);
379  out = std::max(0.f, ClustersMeanPresamplerFrac);
380  return success;
381 }

◆ ClustersMeanSecondLambda()

bool TauJetRNNUtils::Variables::ClustersMeanSecondLambda ( const xAOD::TauJet &  tau,
double &  out 
)

Definition at line 383 of file TauJetRNNUtils.cxx.

383  {
384  float ClustersMeanSecondLambda;
385  const auto success = tau.detail(TauDetail::ClustersMeanSecondLambda, ClustersMeanSecondLambda);
386  out = std::max(0.f, ClustersMeanSecondLambda);
387  return success;
388 }

◆ dRmax()

bool TauJetRNNUtils::Variables::dRmax ( const xAOD::TauJet &  tau,
double &  out 
)

Definition at line 240 of file TauJetRNNUtils.cxx.

240  {
241  float dRmax;
242  const auto success = tau.detail(TauDetail::dRmax, dRmax);
243  out = dRmax;
244  return success;
245 }

◆ EMFracFixed()

bool TauJetRNNUtils::Variables::EMFracFixed ( const xAOD::TauJet &  tau,
double &  out 
)

Definition at line 326 of file TauJetRNNUtils.cxx.

326  {
327  static const SG::ConstAccessor<float> acc_emFracFixed("EMFracFixed");
328  float emFracFixed = acc_emFracFixed(tau);
329  out = std::max(emFracFixed, 0.0f);
330  return true;
331 }

◆ EMPOverTrkSysP()

bool TauJetRNNUtils::Variables::EMPOverTrkSysP ( const xAOD::TauJet &  tau,
double &  out 
)

Definition at line 219 of file TauJetRNNUtils.cxx.

219  {
220  float EMPOverTrkSysP;
221  const auto success = tau.detail(TauDetail::EMPOverTrkSysP, EMPOverTrkSysP);
222  out = std::log10(std::max(EMPOverTrkSysP, 1e-3f));
223  return success;
224 }

◆ etHotShotWinOverPtLeadTrk()

bool TauJetRNNUtils::Variables::etHotShotWinOverPtLeadTrk ( const xAOD::TauJet &  tau,
double &  out 
)

Definition at line 333 of file TauJetRNNUtils.cxx.

333  {
334  static const SG::ConstAccessor<float> acc_etHotShotWinOverPtLeadTrk("etHotShotWinOverPtLeadTrk");
335  float etHotShotWinOverPtLeadTrk = acc_etHotShotWinOverPtLeadTrk(tau);
336  out = std::max(etHotShotWinOverPtLeadTrk, 1e-6f);
337  out = std::log10(out);
338  return true;
339 }

◆ etOverPtLeadTrk()

bool TauJetRNNUtils::Variables::etOverPtLeadTrk ( const xAOD::TauJet &  tau,
double &  out 
)

Definition at line 192 of file TauJetRNNUtils.cxx.

192  {
193  float etOverPtLeadTrk;
194  const auto success = tau.detail(TauDetail::etOverPtLeadTrk, etOverPtLeadTrk);
195  out = std::log10(std::max(etOverPtLeadTrk, 0.1f));
196  return success;
197 }

◆ hadLeakFracFixed()

bool TauJetRNNUtils::Variables::hadLeakFracFixed ( const xAOD::TauJet &  tau,
double &  out 
)

Definition at line 341 of file TauJetRNNUtils.cxx.

341  {
342  static const SG::ConstAccessor<float> acc_hadLeakFracFixed("hadLeakFracFixed");
343  float hadLeakFracFixed = acc_hadLeakFracFixed(tau);
344  out = std::max(0.f, hadLeakFracFixed);
345  return true;
346 }

◆ innerTrkAvgDist()

bool TauJetRNNUtils::Variables::innerTrkAvgDist ( const xAOD::TauJet &  tau,
double &  out 
)

Definition at line 199 of file TauJetRNNUtils.cxx.

199  {
200  float innerTrkAvgDist;
201  const auto success = tau.detail(TauDetail::innerTrkAvgDist, innerTrkAvgDist);
202  out = innerTrkAvgDist;
203  return success;
204 }

◆ leadTrackDeltaEta()

bool TauJetRNNUtils::Variables::leadTrackDeltaEta ( const xAOD::TauJet &  tau,
double &  out 
)

Definition at line 289 of file TauJetRNNUtils.cxx.

289  {
290  static const SG::ConstAccessor<float> acc_absDeltaEta("TAU_ABSDELTAETA");
291  float absDeltaEta = acc_absDeltaEta(tau);
292  out = std::max(0.f, absDeltaEta);
293  return true;
294 }

◆ leadTrackDeltaPhi()

bool TauJetRNNUtils::Variables::leadTrackDeltaPhi ( const xAOD::TauJet &  tau,
double &  out 
)

Definition at line 296 of file TauJetRNNUtils.cxx.

296  {
297  static const SG::ConstAccessor<float> acc_absDeltaPhi("TAU_ABSDELTAPHI");
298  float absDeltaPhi = acc_absDeltaPhi(tau);
299  out = std::max(0.f, absDeltaPhi);
300  return true;
301 }

◆ leadTrackProbNNorHT()

bool TauJetRNNUtils::Variables::leadTrackProbNNorHT ( const xAOD::TauJet &  tau,
double &  out 
)

Definition at line 303 of file TauJetRNNUtils.cxx.

303  {
304  auto tracks = tau.allTracks();
305 
306  // Sort tracks in descending pt order
307  if (!tracks.empty()) {
308  auto cmp_pt = [](const xAOD::TauTrack *lhs, const xAOD::TauTrack *rhs) {
309  return lhs->pt() > rhs->pt();
310  };
311  std::sort(tracks.begin(), tracks.end(), cmp_pt);
312 
313  const xAOD::TauTrack* tauLeadTrack = tracks.at(0);
314  const xAOD::TrackParticle* xTrackParticle = tauLeadTrack->track();
315  float eProbabilityHT = xTrackParticle->summaryValue(eProbabilityHT, xAOD::eProbabilityHT);
316  static const SG::ConstAccessor<float> acc_eProbabilityNN("eProbabilityNN");
317  float eProbabilityNN = acc_eProbabilityNN(*xTrackParticle);
318  out = (tauLeadTrack->pt()>2000.) ? eProbabilityNN : eProbabilityHT;
319  }
320  else {
321  out = 0.;
322  }
323  return true;
324 }

◆ massTrkSys()

bool TauJetRNNUtils::Variables::massTrkSys ( const xAOD::TauJet &  tau,
double &  out 
)

Definition at line 254 of file TauJetRNNUtils.cxx.

254  {
255  float massTrkSys;
256  const auto success = tau.detail(TauDetail::massTrkSys, massTrkSys);
257  out = std::log10(std::max(massTrkSys, 140.0f));
258  return success;
259 }

◆ mEflowApprox()

bool TauJetRNNUtils::Variables::mEflowApprox ( const xAOD::TauJet &  tau,
double &  out 
)

Definition at line 233 of file TauJetRNNUtils.cxx.

233  {
234  float mEflowApprox;
235  const auto success = tau.detail(TauDetail::mEflowApprox, mEflowApprox);
236  out = std::log10(std::max(mEflowApprox, 140.0f));
237  return success;
238 }

◆ PSFrac()

bool TauJetRNNUtils::Variables::PSFrac ( const xAOD::TauJet &  tau,
double &  out 
)

Definition at line 348 of file TauJetRNNUtils.cxx.

348  {
349  float PSFrac;
350  const auto success = tau.detail(TauDetail::PSSFraction, PSFrac);
351  out = std::max(0.f,PSFrac);
352  return success;
353 }

◆ pt()

bool TauJetRNNUtils::Variables::pt ( const xAOD::TauJet &  tau,
double &  out 
)

Definition at line 261 of file TauJetRNNUtils.cxx.

261  {
262  out = std::log10(std::min(tau.pt() / GeV, 100.0));
263  return true;
264 }

◆ pt_tau_log()

bool TauJetRNNUtils::Variables::pt_tau_log ( const xAOD::TauJet &  tau,
double &  out 
)

Definition at line 266 of file TauJetRNNUtils.cxx.

266  {
267  out = std::log10(std::max(tau.pt() / GeV, 1e-6));
268  return true;
269 }

◆ ptDetectorAxis()

bool TauJetRNNUtils::Variables::ptDetectorAxis ( const xAOD::TauJet &  tau,
double &  out 
)

Definition at line 271 of file TauJetRNNUtils.cxx.

271  {
272  out = std::log10(std::min(tau.ptDetectorAxis() / GeV, 100.0));
273  return true;
274 }

◆ ptJetSeed_log()

bool TauJetRNNUtils::Variables::ptJetSeed_log ( const xAOD::TauJet &  tau,
double &  out 
)

Definition at line 276 of file TauJetRNNUtils.cxx.

276  {
277  out = std::log10(std::max(tau.ptJetSeed(), 1e-3));
278  return true;
279 }

◆ ptRatioEflowApprox()

bool TauJetRNNUtils::Variables::ptRatioEflowApprox ( const xAOD::TauJet &  tau,
double &  out 
)

Definition at line 226 of file TauJetRNNUtils.cxx.

226  {
227  float ptRatioEflowApprox;
228  const auto success = tau.detail(TauDetail::ptRatioEflowApprox, ptRatioEflowApprox);
229  out = std::min(ptRatioEflowApprox, 4.0f);
230  return success;
231 }

◆ SumPtTrkFrac()

bool TauJetRNNUtils::Variables::SumPtTrkFrac ( const xAOD::TauJet &  tau,
double &  out 
)

Definition at line 212 of file TauJetRNNUtils.cxx.

212  {
213  float SumPtTrkFrac;
214  const auto success = tau.detail(TauDetail::SumPtTrkFrac, SumPtTrkFrac);
215  out = SumPtTrkFrac;
216  return success;
217 }

◆ trFlightPathSig()

bool TauJetRNNUtils::Variables::trFlightPathSig ( const xAOD::TauJet &  tau,
double &  out 
)

Definition at line 247 of file TauJetRNNUtils.cxx.

247  {
248  float trFlightPathSig;
249  const auto success = tau.detail(TauDetail::trFlightPathSig, trFlightPathSig);
250  out = std::log10(std::max(trFlightPathSig, 0.01f));
251  return success;
252 }
AllowedVariables::e
e
Definition: AsgElectronSelectorTool.cxx:37
TauJetRNNUtils::Variables::dRmax
bool dRmax(const xAOD::TauJet &tau, double &out)
Definition: TauJetRNNUtils.cxx:240
TauJetRNNUtils::Variables::trFlightPathSig
bool trFlightPathSig(const xAOD::TauJet &tau, double &out)
Definition: TauJetRNNUtils.cxx:247
xAOD::TauTrack_v1::d0SigTJVA
float d0SigTJVA() const
Definition: TauTrack_v1.cxx:129
TauJetRNNUtils::Variables::SumPtTrkFrac
bool SumPtTrkFrac(const xAOD::TauJet &tau, double &out)
Definition: TauJetRNNUtils.cxx:212
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constexpr double max()
Definition: ap_fixedTest.cxx:33
min
constexpr double min()
Definition: ap_fixedTest.cxx:26
xAOD::TrackParticle_v1::summaryValue
bool summaryValue(uint8_t &value, const SummaryType &information) const
Accessor for TrackSummary values.
Definition: TrackParticle_v1.cxx:736
TauJetRNNUtils::Variables::ClustersMeanCenterLambda
bool ClustersMeanCenterLambda(const xAOD::TauJet &tau, double &out)
Definition: TauJetRNNUtils.cxx:355
xAOD::TauJet_v3::nTracks
size_t nTracks(TauJetParameters::TauTrackFlag flag=TauJetParameters::TauTrackFlag::classifiedCharged) const
Definition: TauJet_v3.cxx:526
python.AthDsoLogger.out
out
Definition: AthDsoLogger.py:71
TauJetRNNUtils::Variables::EMPOverTrkSysP
bool EMPOverTrkSysP(const xAOD::TauJet &tau, double &out)
Definition: TauJetRNNUtils.cxx:219
SG::ConstAccessor< float >
xAOD::TauJet_v3::ptJetSeed
double ptJetSeed() const
xAOD::TauJet_v3::ptDetectorAxis
double ptDetectorAxis() const
TauJetRNNUtils::Variables::massTrkSys
bool massTrkSys(const xAOD::TauJet &tau, double &out)
Definition: TauJetRNNUtils.cxx:254
TauJetRNNUtils::Variables::ClustersMeanEMProbability
bool ClustersMeanEMProbability(const xAOD::TauJet &tau, double &out)
Definition: TauJetRNNUtils.cxx:362
xAOD::TauJetParameters::ipSigLeadTrk
@ ipSigLeadTrk
Definition: TauDefs.h:160
xAOD::TauJet_v3::pt
virtual double pt() const
The transverse momentum ( ) of the particle.
TauJetRNNUtils::Variables::mEflowApprox
bool mEflowApprox(const xAOD::TauJet &tau, double &out)
Definition: TauJetRNNUtils.cxx:233
Trk::eProbabilityNN
@ eProbabilityNN
Electron probability from NN.
Definition: Tracking/TrkEvent/TrkTrackSummary/TrkTrackSummary/TrackSummary.h:217
xAOD::TauJet_v3::track
const TauTrack * track(size_t i, TauJetParameters::TauTrackFlag flag=TauJetParameters::TauTrackFlag::classifiedCharged, int *container_index=0) const
Get the pointer to a given tauTrack associated with this tau /*container index needed by trackNonCons...
Definition: TauJet_v3.cxx:450
TauJetRNNUtils::Variables::ClustersMeanPresamplerFrac
bool ClustersMeanPresamplerFrac(const xAOD::TauJet &tau, double &out)
Definition: TauJetRNNUtils.cxx:376
hist_file_dump.f
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Definition: hist_file_dump.py:141
TauJetRNNUtils::Variables::ptRatioEflowApprox
bool ptRatioEflowApprox(const xAOD::TauJet &tau, double &out)
Definition: TauJetRNNUtils.cxx:226
TauJetRNNUtils::Variables::ClustersMeanFirstEngDens
bool ClustersMeanFirstEngDens(const xAOD::TauJet &tau, double &out)
Definition: TauJetRNNUtils.cxx:369
TauJetRNNUtils::Variables::etOverPtLeadTrk
bool etOverPtLeadTrk(const xAOD::TauJet &tau, double &out)
Definition: TauJetRNNUtils.cxx:192
xAOD::TauJet_v3::detail
bool detail(TauJetParameters::Detail detail, int &value) const
Set veto flag.
Definition: TauJet_v3.cxx:292
xAOD::TauTrack_v1::pt
virtual double pt() const
The transverse momentum ( ) of the particle.
TauJetRNNUtils::Variables::etHotShotWinOverPtLeadTrk
bool etHotShotWinOverPtLeadTrk(const xAOD::TauJet &tau, double &out)
Definition: TauJetRNNUtils.cxx:333
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void sort(typename std::reverse_iterator< DataModel_detail::iterator< DVL > > beg, typename std::reverse_iterator< DataModel_detail::iterator< DVL > > end, const Compare &comp)
Specialization of sort for DataVector/List.
Definition: DVL_algorithms.h:623
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Definition: TauTrack_v1.h:27
TauJetRNNUtils::Variables::PSFrac
bool PSFrac(const xAOD::TauJet &tau, double &out)
Definition: TauJetRNNUtils.cxx:348
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@ eProbabilityHT
Electron probability from High Threshold (HT) information [float].
Definition: TrackingPrimitives.h:302
xAOD::TauTrack_v1::track
const TrackParticle * track() const
xAOD::TrackParticle_v1
Class describing a TrackParticle.
Definition: TrackParticle_v1.h:43
TauJetRNNUtils::Variables::innerTrkAvgDist
bool innerTrkAvgDist(const xAOD::TauJet &tau, double &out)
Definition: TauJetRNNUtils.cxx:199
xAOD::TauJetParameters::PSSFraction
@ PSSFraction
Definition: TauDefs.h:277
TauJetRNNUtils::Variables::hadLeakFracFixed
bool hadLeakFracFixed(const xAOD::TauJet &tau, double &out)
Definition: TauJetRNNUtils.cxx:341
xAOD::TauJet_v3::allTracks
std::vector< const TauTrack * > allTracks() const
Get the v<const pointer> to all tracks associated with this tau, regardless of classification.
Definition: TauJet_v3.cxx:514
TauJetRNNUtils::Variables::centFrac
bool centFrac(const xAOD::TauJet &tau, double &out)
Definition: TauJetRNNUtils.cxx:185
TauJetRNNUtils::Variables::ClustersMeanSecondLambda
bool ClustersMeanSecondLambda(const xAOD::TauJet &tau, double &out)
Definition: TauJetRNNUtils.cxx:383
GeV
#define GeV
Definition: TauJetRNNUtils.cxx:8
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