ATLAS Offline Software
ListSlimming.py
Go to the documentation of this file.
1 # Copyright (C) 2002-2024 CERN for the benefit of the ATLAS collaboration
2 # ListSlimming.py - List of collections for slimming from athena 21.2 HION4 and EGAM1ExtraContent.py
3 
4 
6 
8 
9  variables = []
10  variables += ["CaloSums"]
11  variables += ["PrimaryVertices"]
12 
13  return variables
14 
16  variables = []
17  variables += ["InDetTrackParticles.qOverP.theta.phi.TrackQuality"]
18 
19  return variables
20 
22 
23  variables = []
24  variables += ["HIEventShape"]
25 
26  return variables
27 
29 
30  variables = []
31  variables += ["HIClusters.calE.eta0.phi0"]
32 
33  return variables
34 
36 
37  variables = []
38  variables += ["ZdcModules",]
39  variables += ["ZdcSums"]
40  variables += ["ZdcTriggerTowers"]
41  variables += ["MBTSForwardEventInfo"]
42  variables += ["MBTSModules"]
43 
44  return variables
45 
46 
48 
50  variables = []
51  variables += ["EventInfo"]
52  variables += ["Electrons"]
53  variables += ["Photons"]
54  variables += ["Muons"]
55  variables += ["TauJets"]
56  variables += ["AntiKt4EMTopoJets"]
57  variables += ["InDetTrackParticles"]
58  variables += ["PrimaryVertices"]
59 
60  return variables
61 
63  variables = []
64  variables += ["SpacePoints"]
65  variables += ["HLT_TCEventInfo_jet"]
66  variables += ["HLT_SpacePointCounts"]
67  variables += ["EventInfo"]
68  variables += ["Trigger"]
69  variables += ["Core"]
70  variables += ["LVL1EnergySumRoI"]
71  variables += ["HLT_HIEventShapeEG"]
72  variables += ["CaloSums"]
73  variables += ["ZdcModules"]
74  variables += ["ZdcSums"]
75  variables += ["ZdcTriggerTowers"]
76  variables += ["MBTSForwardEventInfo"]
77  variables += ["MBTSModules"]
78  variables += ["HLT_xAOD__HIEventShapeContainer_HIFCAL"]
79  variables += ["HLT_xAOD__HIEventShapeContainer_HIUE"]
80  variables += ["HLT_xAOD__TrigT2MbtsBitsContainer_T2Mbts"]
81  variables += ["HLT_xAOD__TrigTrackCountsContainer_trackcounts"]
82  variables += ["HLT_xAOD__TrigSpacePointCountsContainer_spacepoints"]
83  variables += ["LVL1MuonRoIs"]
84  variables += ["HIEventShape"]
85  variables += ["CaloCalTopoClusters"]
86  variables += ["egammaClusters"]
87  variables += ["egammaTopoSeededClusters"]
88  variables += ["InDetPixelTrackParticles"]
89  variables += ["Photons"]
90  variables += ["Electrons"]
91  variables += ["ForwardElectrons"]
92  variables += ["AntiKt4HIJets"]
93 
94  return variables
95 
97  variables=[]
98  variables += ["InDetTrackParticles.eProbabilityHT"]
99  variables += ["InDetTrackParticles.eProbabilityComb"]
100  variables += ["InDetTrackParticles.deltaPoverP"] #cant find in data
101  variables += ["InDetTrackParticles.pixeldEdx"]
102  variables += ["InDetTrackParticles.numberOfTRTHighThresholdHits"]
103  return variables
104 
106  variables = []
107  variables += ["Muons.DFCommonMuonsPreselection"]
108  variables += ["Muons.ptcone20"]
109  variables += ["Muons.ptcone30"]
110  variables += ["Muons.ptcone40"]
111  variables += ["Muons.etcone20"]
112  variables += ["Muons.etcone30"]
113  variables += ["Muons.etcone40"]
114 
115  return variables
116 
118  variables = []
119  variables += ["MuonTruthParticles.truthOrigin"]
120  variables += ["MuonTruthParticles.truthType"]
121 
122  return variables
123 
125  variables = []
126  variables += ["PrimaryVertices.sumPt2"]
127  return variables
128 
130  variables = []
131  variables += ["Photons.truthOrigin"]
132  variables += ["Photons.truthType"]
133  variables += ["Photons.truthParticleLink"]
134 
135  return variables
136 
138  variables = []
139  variables += ["GSFConversionVertices.x"]
140  variables += ["GSFConversionVertices.y"]
141  variables += ["GSFConversionVertices.z"]
142  variables += ["GSFConversionVertices.px"]
143  variables += ["GSFConversionVertices.py"]
144  variables += ["GSFConversionVertices.pz"]
145  variables += ["GSFConversionVertices.pt1"]
146  variables += ["GSFConversionVertices.pt2"]
147  variables += ["GSFConversionVertices.etaAtCalo"]
148  variables += ["GSFConversionVertices.phiAtCalo"]
149  variables += ["GSFConversionVertices.trackParticleLinks"]
150 
151  return variables
152 
153 
154 
156  variables = []
157  variables += ["AntiKt4PV0TrackJets.pt.eta.phi.e.m.rapidity.btaggingLink.constituentLinks"]
158 
159  return variables
160 
162  variables = []
163  variables += HION4ExtraContentMuons()
165  variables += HION4ExtraContentPrimaryVertices()
166  variables += HION4ExtraContentTrackJets()
167  variables += HION4ExtraContentTracks()
168 
169  return variables
170 
172  variables = []
173  variables += HION4ExtraMuonsTruth()
174  variables += HION4ExtraPhotonsTruth()
175 
176  return variables
177 
179  variables = []
180  variables += ["TruthEvents"]
181  variables += ["TruthParticles"]
182  variables += ["TruthVertices"]
183  variables += ["AntiKt4TruthJets"]
184  variables += ["egammaTruthParticles"]
185  variables += ["MuonTruthParticles"]
186 
187  return variables
188 
190  variables = []
191  variables += ["Electrons"]
192  variables += ["GSFTrackParticles"]
193  variables += ["egammaClusters"]
194  variables += ["CaloCalTopoClusters"]
195  variables += ["NewSwElectrons"] # only if DoCellReweighting is ON
196  variables += ["MaxVarSwElectrons"] # if variations are ON
197  variables += ["MinVarSwElectrons"] # if variations are ON
198 
199  return variables
200 
202  variables = []
203  variables += ["HLT_xAOD__ElectronContainer_egamma_Electrons"]
204  variables += ["HLT_xAOD__ElectronContainer_egamma_ElectronsAux."]
205  variables += ["HLT_xAOD__PhotonContainer_egamma_Photons"]
206  variables += ["HLT_xAOD__PhotonContainer_egamma_PhotonsAux."]
207  variables += ["HLT_xAOD__TrigRingerRingsContainer_TrigT2CaloEgamma"]
208  variables += ["HLT_xAOD__TrigRingerRingsContainer_TrigT2CaloEgammaAux."]
209  variables += ["HLT_xAOD__TrigEMClusterContainer_TrigT2CaloEgamma"]
210  variables += ["HLT_xAOD__TrigEMClusterContainer_TrigT2CaloEgammaAux."]
211  variables += ["HLT_xAOD__CaloClusterContainer_TrigEFCaloCalibFex"]
212  variables += ["HLT_xAOD__CaloClusterContainer_TrigEFCaloCalibFexAux."]
213  variables += ["HLT_xAOD__TrigRNNOutputContainer_TrigRingerNeuralFex"]
214  variables += ["HLT_xAOD__TrigRNNOutputContainer_TrigRingerNeuralFexAux."]
215  variables += ["HLT_xAOD__TrackParticleContainer_InDetTrigTrackingxAODCnv_Electron_IDTrig"]
216  variables += ["HLT_xAOD__TrackParticleContainer_InDetTrigTrackingxAODCnv_Electron_IDTrigAux."]
217  variables += ["HLT_xAOD__TrigPassBitsContainer_passbits"]
218  variables += ["HLT_xAOD__TrigPassBitsContainer_passbitsAux."]
219  variables += ["LVL1EmTauRoIs"]
220  variables += ["LVL1EmTauRoIsAux."]
221  variables += ["HLT_TrigRoiDescriptorCollection_initialRoI"]
222  variables += ["HLT_TrigRoiDescriptorCollection_initialRoIAux."]
223  variables += ["HLT_xAOD__RoiDescriptorStore_initialRoI"]
224  variables += ["HLT_xAOD__RoiDescriptorStore_initialRoIAux."]
225  variables += ["HLT_xAOD__TrigElectronContainer_L2ElectronFex"]
226  variables += ["HLT_xAOD__TrigElectronContainer_L2ElectronFexAux."]
227 
228  return variables
229 
231  variables = []
232  for shape in ["TopoClusterIsoCentral", "TopoClusterIsoForward", "NeutralParticleFlowIsoCentral",
233  "NeutralParticleFlowIsoForward", "ParticleFlowIsoCentral", "ParticleFlowIsoForward"]:
234  variables += [shape + "EventShape.DensitySigma.Density.DensityArea"]
235 
236  return variables
237 
238 
240 
242  variables = []
243  variables += [
244  ".".join(["InDetTrackParticles", field]) for field in [
245  "truthMatchProbability.x.y.z.vx.vy.vz",
246  "numberOfInnermostPixelLayerSplitHits",
247  "numberOfNextToInnermostPixelLayerSplitHits",
248  "numberOfNextToInnermostPixelLayerSharedHits",
249  "numberOfPixelSplitHits",
250  "numberOfInnermostPixelLayerSharedHits",
251  "numberOfContribPixelLayers",
252  "hitPattern.radiusOfFirstHit",
253  "is_selected", "is_associated", "is_svtrk_final",
254  "pt_wrtSV", "eta_wrtSV", "phi_wrtSV", "d0_wrtSV", "z0_wrtSV",
255  "errP_wrtSV", "errd0_wrtSV", "errz0_wrtSV",
256  "chi2_toSV",
257  "eProbabilityHT", "eProbabilityComb", "deltaPoverP"
258  ]
259  ]
260 
261  variables += [
262  ".".join(["PrimaryVertices", field]) for field in [
263  "neutralWeights", "numberDoF", "sumPt2", "chiSquared",
264  "covariance", "trackWeights",
265  "x.y.trackParticleLinks.vertexType.neutralParticleLinks"
266  ]
267  ]
268 
269  variables += ["ExtrapolatedMuonTrackParticles.vx.vy.vz"]
270  variables += ["MuonSpectrometerTrackParticles.vx.vy.vz"]
271  variables += ["CombinedMuonTrackParticles.vx.vy.vz"]
272 
273  variables += [
274  ".".join(["Electrons", field]) for field in [
275  "DFCommonElectronsHILHLoose", "DFCommonElectronsHILHMedium",
276  "ptcone20", "ptcone30", "ptcone40",
277  "ptvarcone20", "ptvarcone30", "ptvarcone40",
278  "etcone20", "etcone30", "etcone40",
279  "topoetcone20", "topoetcone30", "topoetcone40",
280  "ptvarcone20_TightTTVA_pt500", "ptvarcone30_TightTTVA_pt500", "ptvarcone40_TightTTVA_pt500",
281  "ptvarcone20_TightTTVA_pt1000", "ptvarcone30_TightTTVA_pt1000", "ptvarcone40_TightTTVA_pt1000",
282  "ptvarcone20_TightTTVALooseCone_pt500", "ptvarcone30_TightTTVALooseCone_pt500", "ptvarcone40_TightTTVALooseCone_pt500",
283  "ptvarcone20_TightTTVALooseCone_pt1000", "ptvarcone30_TightTTVALooseCone_pt1000", "ptvarcone40_TightTTVALooseCone_pt1000",
284  "ptcone20_TightTTVA_pt500", "ptcone30_TightTTVA_pt500", "ptcone40_TightTTVA_pt500",
285  "ptcone20_TightTTVA_pt1000", "ptcone30_TightTTVA_pt1000", "ptcone40_TightTTVA_pt1000",
286  "ptcone20_TightTTVALooseCone_pt500", "ptcone30_TightTTVALooseCone_pt500", "ptcone40_TightTTVALooseCone_pt500",
287  "ptcone20_TightTTVALooseCone_pt1000", "ptcone30_TightTTVALooseCone_pt1000", "ptcone40_TightTTVALooseCone_pt1000",
288  "topoetcone20ptCorrection", "topoetcone30ptCorrection", "topoetcone40ptCorrection",
289  "deltaPoverP"
290  ]
291  ]
292 
293  variables += [
294  ".".join(["Muons", field]) for field in [
295  "EnergyLoss.energyLossType",
296  "ptcone20", "ptcone30", "ptcone40",
297  "ptvarcone20", "ptvarcone30", "ptvarcone40",
298  "etcone20", "etcone30", "etcone40",
299  "topoetcone20", "topoetcone30", "topoetcone40",
300  "ptcone20_TightTTVA_pt500", "ptcone30_TightTTVA_pt500", "ptcone40_TightTTVA_pt500",
301  "ptcone20_TightTTVA_pt1000", "ptcone30_TightTTVA_pt1000", "ptcone40_TightTTVA_pt1000",
302  "ptvarcone20_TightTTVA_pt500", "ptvarcone30_TightTTVA_pt500", "ptvarcone40_TightTTVA_pt500",
303  "ptvarcone20_TightTTVA_pt1000", "ptvarcone30_TightTTVA_pt1000", "ptvarcone40_TightTTVA_pt1000",
304  "ptcone20_TightTTVALooseCone_pt500", "ptcone30_TightTTVALooseCone_pt500", "ptcone40_TightTTVALooseCone_pt500",
305  "ptcone20_TightTTVALooseCone_pt1000", "ptcone30_TightTTVALooseCone_pt1000", "ptcone40_TightTTVALooseCone_pt1000",
306  "ptvarcone20_TightTTVALooseCone_pt500", "ptvarcone30_TightTTVALooseCone_pt500", "ptvarcone40_TightTTVALooseCone_pt500",
307  "ptvarcone20_TightTTVALooseCone_pt1000", "ptvarcone30_TightTTVALooseCone_pt1000", "ptvarcone40_TightTTVALooseCone_pt1000"
308  ]
309  ]
310 
311  variables += [
312  ".".join(["Photons", field]) for field in [
313  "etcone20.etcone30.etcone40.Loose"
314  ]
315  ]
316 
317 
318  return variables
319 
321  variables = []
322  variables += ["AntiKt4HITrackJets"]
323  variables += ["AntiKt2HIJets"]
324  variables += ["AntiKt4HIJets"]
325  variables += ["HIEventShape"]
326  variables += ["ForwardElectrons"]
327  variables += ["ForwardElectronClusters"]
328  variables += ["EventInfo"]
329  variables += ["CaloSums"]
330  variables += ["ZdcModules"]
331  variables += ["ZdcSums"]
332  variables += ["ZdcTriggerTowers"]
333  variables += ["PeripheralCaloCalTopoClusters"]
334  variables += ["MET_Track1000", "MET_Track2000", "MET_Track3000", "MET_Track4000", "MET_Track5000"]
335 
336  return variables
337 
339  variables = []
340  variables += ["TruthEvents"]
341  variables += ["TruthParticles"]
342  variables += ["TruthVertices"]
343  variables += ["egammaTruthParticles"]
344  variables += ["MuonTruthParticles"]
345  variables += ["AntiKt2TruthJets"]
346  variables += ["AntiKt4TruthJets"]
347  variables += ["TruthElectrons"]
348  variables += ["TruthMuons"]
349  return variables
350 
352  variables = []
353  variables += ["InDetTrackParticles"]
354  variables += ["PrimaryVertices"]
355  variables += ["Electrons"]
356  variables += ["Muons"]
357  variables += ["Photons"]
358  #variables += ["MET_Reference_AntiKt4EMTopo",]
359  variables += ["AntiKt4EMTopoJets"]
360 
361  return variables
362 
364  variables = ["HLT_MuonsCB_RoI",
365  "HLT_MuonsCB_RoIAux.",
366  "HLT_egamma_Electrons",
367  "HLT_egamma_ElectronsAux."]
368  return variables
369 
370 
372 
374  variables = []
375  variables += ["EventInfo"]
376  variables += ["Electrons"]
377  variables += ["Photons"]
378  variables += ["Muons"]
379  variables += ["InDetTrackParticles"]
380 
381  return variables
382 
384  variables = []
385  variables += ["AntiKt2HIJets"]
386  variables += ["AntiKt4HIJets"]
387  variables += ["CaloSums"]
388  variables += ["ZdcModules"]
389  variables += ["PrimaryVertices"]
390  variables += ["EventInfo"]
391 
392  return variables
393 
395  variables = []
396  variables += ["AntiKt2TruthJets"]
397  variables += ["AntiKt4TruthJets"]
398  variables += ["TruthEvents"]
399  variables += ["TruthParticles"]
400  variables += ["TruthVertices"]
401 
402  return variables
403 
404 
405 
407 
409  variables = []
410  variables += ["Electrons"] # Smart collection for electrons
411  variables += ["Muons"] # Smart collection for muons
412  variables += ["Photons"] # Smart collection for photons
413  variables += ["InDetTrackParticles"] # Smart collection for tracks
414 
415  return variables
416 
418  variables = []
419  variables += ["AntiKt4EMPFlowJets"] # Include R = 0.4 anti-kt EM Particle Flow jets
420  variables += ["AntiKt4EMTopoJets"] # Include R = 0.4 anti-kt EM topo-jets
421  variables += ["AntiKt4LCTopoJets"] # Include R = 0.4 anti-kt local calibration topo-jets
422  variables += ["CaloCalTopoClusters"] # Include topocluster information
423  variables += ["PrimaryVertices"] # Include a list of all primary vertices
424  variables += ["NCB_MuonSegments"] # Include the non-collision background muons to handle punch-throughs.
425  variables += ["JetETMissChargedParticleFlowObjects"] # Include the charged particle flow objects from the Jet/ET Miss group
426  variables += ["JetETMissNeutralParticleFlowObjects"] # Include the neutral particle flow objects from the Jet/ET Miss group
427  variables += ["TauChargedParticleFlowObjects"] # Include the charged particle flow objects used for Tau reconstruction
428  variables += ["TauNeutralParticleFlowObjects"] # Include the neutral particle flow objects used for Tau reconstruction
429  variables += ["TauShotParticleFlowObjects"] # Include the["shot" particle flow objects used for Tau reconstruction
430  variables += ["Kt4EMPFlowEventShape"] # The event shape specifically for R=0.4 EM PFlow jets
431  variables += ["Kt4EMTopoOriginEventShape"] # The event shape specifically for R=0.4 EM Topo jets
432  variables += ["Kt4LCTopoOriginEventShape"] # The event shape specifically for R=0.4 LC Topo jets
433  variables += ["TopoClusterIsoCentralEventShape"] # Part of the event shape for topo-jets
434  variables += ["TopoClusterIsoVeryForwardEventShape"] # Part of the event shape for topo-jets
435  variables += ["TopoClusterIsoForwardEventShape"] # Part of the event shape for topo-jets
436  variables += ["NeutralParticleFlowIsoCentralEventShape"] # Part of the event shape for PFlow jets
437  variables += ["ParticleFlowIsoCentralEventShape"] # Part of the event shape for PFlow jets
438  variables += ["NeutralParticleFlowIsoForwardEventShape"] # Part of the event shape for PFlow jets
439  variables += ["ParticleFlowIsoForwardEventShape"] # Part of the event shape for PFlow jets
440  variables += ["HLT_xAOD__JetContainer_a4tcemsubjesISFS"] # Include the HLT R = 0.4 EM Topo trigger jets (2018 HI Run)
441  variables += ["HLT_xAOD__JetContainer_a4ionemsubjesISFS"] # Include the HLT R = 0.4 heavy ion trigger jets (2015 HI Run)
442  variables += ["HLT_xAOD__JetContainer_a10tclcwsubjesFS"] # Include the HLT R = 1.0 LCW Topo trigger jets (2018 HI Run)
443 
444  return variables
445 
447  state_vars = []
448  state_vars += ["pt"]
449  state_vars += ["eta"]
450  state_vars += ["phi"]
451  state_vars += ["m"]
452 
453  states = []
454  states += ["JetUnsubtractedScaleMomentum"]
455  states += ["JetSubtractedScaleMomentum"]
456 
457  HIJetBranches = []
458  for v in state_vars:
459  HIJetBranches += [v]
460  for s in states:
461  HIJetBranches += [s+'.'+v]
462 
463  HIJetBranches += ["ConstituentScale"]
464  HIJetBranches += ["constituentLinks"]
465  HIJetBranches += ["constituentWeights"]
466  HIJetBranches += ["AverageLArQF"]
467  HIJetBranches += ["EMFrac"]
468  HIJetBranches += ["FracSamplingMax"]
469  HIJetBranches += ["FracSamplingMaxIndex"]
470  HIJetBranches += ["HECFrac"]
471  HIJetBranches += ["HECQuality"]
472  HIJetBranches += ["LArQuality"]
473  HIJetBranches += ["N90Constituents"]
474  HIJetBranches += ["NegativeE"]
475  HIJetBranches += ["Timing"]
476  HIJetBranches += ["BchCorrCell"]
477  HIJetBranches += ["LArBadHVEnergyFrac"]
478  HIJetBranches += ["LArBadHVNCell"]
479  HIJetBranches += ["EnergyPerSampling"]
480  HIJetBranches += ["GhostAntiKt4HITrackJets"]
481  HIJetBranches += ["GhostAntiKt4HITrackJetsCount"]
482  HIJetBranches += ["GhostAntiKt4HITrackJetsPt"]
483  HIJetBranches += ["GhostMuonSegmentCount"]
484  HIJetBranches += ["GhostTrack"]
485  HIJetBranches += ["NumTrkPt4000"]
486  HIJetBranches += ["SumPtTrkPt4000"]
487  HIJetBranches += ["TrackWidthPt4000"]
488  HIJetBranches += ["Width"]
489  HIJetBranches += ["MaxConstituentET"]
490  HIJetBranches += ["MaxOverMean"]
491 
492  return HIJetBranches
493 
495  ExtraJets = []
496  ExtraJets += ["AntiKt4HITrackJets"] # Include R = 0.4 Heavy Ion anti-kt track jets
497  ExtraJets += ["AntiKt4HIJets"] # Include R = 0.4 Heavy Ion anti-kt tower jets
498  ExtraJets += ["AntiKt10HIJets"] # Include R = 1.0 Heavy Ion anti-kt tower jets
499 
500  HIJetBranches = HION12HIJetBranches()
501 
502  variables = []
503  for collection in ExtraJets:
504  for branch in HIJetBranches:
505  variables += [collection+'.'+branch]
506 
507  variables += ['Muons.MuonSpectrometerPt']
508 
509  return variables
510 
511 
514  variables = []
515  variables += ["PrimaryVertices"]
516 
517  return variables
518 
520  variables = []
521  variables += ["CaloSums"]
522  variables += ["EventInfo"]
523 
524  return variables
525 
527  variables = []
528  variables += ["InDetTrackParticles.qOverP"]
529  variables += ["InDetTrackParticles.theta"]
530  variables += ["InDetTrackParticles.phi"]
531  variables += ["InDetTrackParticles.d0"]
532  variables += ["InDetTrackParticles.z0"]
533  variables += ["InDetTrackParticles.TrackQuality"]
534  variables += ["InDetTrackParticles.HITight"]
535 
536  return variables
537 
539  variables = []
540  variables += ["Muons.pt"]
541  variables += ["Muons.eta"]
542  variables += ["Muons.phi"]
543  variables += ["Muons.truthType"]
544  variables += ["Muons.truthOrigin"]
545  variables += ["Muons.author"]
546  variables += ["Muons.muonType"]
547  variables += ["Muons.quality"]
548  variables += ["Muons.inDetTrackParticleLink"]
549  variables += ["Muons.muonSpectrometerTrackParticleLink"]
550  variables += ["Muons.combinedTrackParticleLink"]
551  variables += ["Muons.InnerDetectorPt"]
552  variables += ["Muons.MuonSpectrometerPt"]
553  variables += ["Muons.DFCommonGoodMuon"]
554  variables += ["Muons.ptcone20"]
555  variables += ["Muons.ptcone30"]
556  variables += ["Muons.ptcone40"]
557  variables += ["Muons.ptvarcone20"]
558  variables += ["Muons.ptvarcone30"]
559  variables += ["Muons.ptvarcone40"]
560  variables += ["Muons.topoetcone20"]
561  variables += ["Muons.topoetcone30"]
562  variables += ["Muons.topoetcone40"]
563  variables += ["Muons.truthParticleLink"]
564  variables += ["Muons.charge"]
565  variables += ["Muons.extrapolatedMuonSpectrometerTrackParticleLink"]
566  variables += ["Muons.allAuthors"]
567  variables += ["Muons.ptcone20_TightTTVA_pt1000"]
568  variables += ["Muons.ptcone20_TightTTVA_pt500"]
569  variables += ["Muons.ptvarcone30_TightTTVA_pt1000"]
570  variables += ["Muons.ptvarcone30_TightTTVA_pt500"]
571  variables += ["Muons.numberOfPrecisionLayers"]
572  variables += ["Muons.combinedTrackOutBoundsPrecisionHits"]
573  variables += ["Muons.numberOfPrecisionLayers"]
574  variables += ["Muons.numberOfPrecisionHoleLayers"]
575  variables += ["Muons.numberOfGoodPrecisionLayers"]
576  variables += ["Muons.innerSmallHits"]
577  variables += ["Muons.innerLargeHits"]
578  variables += ["Muons.middleSmallHits"]
579  variables += ["Muons.middleLargeHits"]
580  variables += ["Muons.outerSmallHits"]
581  variables += ["Muons.outerLargeHits"]
582  variables += ["Muons.extendedSmallHits"]
583  variables += ["Muons.extendedLargeHits"]
584  variables += ["Muons.extendedSmallHoles"]
585  variables += ["Muons.isSmallGoodSectors"]
586  variables += ["Muons.cscUnspoiledEtaHits"]
587  variables += ["Muons.EnergyLoss"]
588  variables += ["Muons.energyLossType"]
589  variables += ["Muons.momentumBalanceSignificance"]
590  variables += ["Muons.scatteringCurvatureSignificance"]
591  variables += ["Muons.scatteringNeighbourSignificance"]
592 
593  return variables
594 
596  variables = []
597  variables += ["CombinedMuonTrackParticles.qOverP"]
598  variables += ["CombinedMuonTrackParticles.d0"]
599  variables += ["CombinedMuonTrackParticles.z0"]
600  variables += ["CombinedMuonTrackParticles.vz"]
601  variables += ["CombinedMuonTrackParticles.phi"]
602  variables += ["CombinedMuonTrackParticles.theta"]
603  variables += ["CombinedMuonTrackParticles.definingParametersCovMatrix"]
604  variables += ["CombinedMuonTrackParticles.numberOfPixelDeadSensors"]
605  variables += ["CombinedMuonTrackParticles.numberOfPixelHits"]
606  variables += ["CombinedMuonTrackParticles.numberOfPixelHoles"]
607  variables += ["CombinedMuonTrackParticles.numberOfSCTDeadSensors"]
608  variables += ["CombinedMuonTrackParticles.numberOfSCTHits"]
609  variables += ["CombinedMuonTrackParticles.numberOfSCTHoles"]
610  variables += ["CombinedMuonTrackParticles.numberOfTRTHits"]
611  variables += ["CombinedMuonTrackParticles.numberOfTRTOutliers"]
612  variables += ["CombinedMuonTrackParticles.chiSquared"]
613  variables += ["CombinedMuonTrackParticles.numberDoF"]
614 
615  return variables
616 
618  variables = []
619  variables += ["CombinedMuonTrackParticles.truthOrigin"]
620  variables += ["CombinedMuonTrackParticles.truthType"]
621 
622  return variables
623 
625  variables = []
626  variables += ["ExtrapolatedMuonTrackParticles.d0"]
627  variables += ["ExtrapolatedMuonTrackParticles.z0"]
628  variables += ["ExtrapolatedMuonTrackParticles.vz"]
629  variables += ["ExtrapolatedMuonTrackParticles.definingParametersCovMatrix"]
630  variables += ["ExtrapolatedMuonTrackParticles.truthOrigin"]
631  variables += ["ExtrapolatedMuonTrackParticles.truthType"]
632  variables += ["ExtrapolatedMuonTrackParticles.qOverP"]
633  variables += ["ExtrapolatedMuonTrackParticles.theta"]
634  variables += ["ExtrapolatedMuonTrackParticles.phi"]
635 
636  return variables
637 
639  variables = []
640  variables += ["ExtrapolatedMuonTrackParticles.truthOrigin"]
641  variables += ["ExtrapolatedMuonTrackParticles.truthType"]
642 
643  return variables
644 
646  variables = []
647  variables += ["MuonSpectrometerTrackParticles.phi"]
648  variables += ["MuonSpectrometerTrackParticles.d0"]
649  variables += ["MuonSpectrometerTrackParticles.z0"]
650  variables += ["MuonSpectrometerTrackParticles.vz"]
651  variables += ["MuonSpectrometerTrackParticles.definingParametersCovMatrix"]
652  variables += ["MuonSpectrometerTrackParticles.vertexLink"]
653  variables += ["MuonSpectrometerTrackParticles.theta"]
654  variables += ["MuonSpectrometerTrackParticles.qOverP"]
655  variables += ["MuonSpectrometerTrackParticles.truthParticleLink"]
656 
657  return variables
658 
660  variables = []
661  variables += ["MuonSpectrometerTrackParticles.truthParticleLink"]
662 
663  return variables
664 
666  variables = []
667  variables += ["TruthEvents"]
668 
669  return variables
670 
672  variables = []
673  variables += ["TruthParticles.pdgId"]
674  variables += ["TruthParticles.uid"]
675  variables += ["TruthParticles.status"]
676  variables += ["TruthParticles.m"]
677  variables += ["TruthParticles.e"]
678  variables += ["TruthParticles.py"]
679  variables += ["TruthParticles.px"]
680  variables += ["TruthParticles.pz"]
681 
682  return variables
683 
685  variables = []
686  variables += HION14ContentTracks()
687  variables += HION14ContentMuons()
691  variables += HION14ContentTracks()
692 
693  return variables
694 
696  variables = []
697  variables += HION4ExtraMuonsTruth()
701  variables += HION14ContentTruthParticles()
702 
703  return variables
704 
705 
707 
709  variables = []
710  variables += ["Electrons"]
711  variables += ["Photons"]
712  variables += ["Muons"]
713 
714  return variables
python.ListSlimming.HION2AllVariablespPb_2016
def HION2AllVariablespPb_2016()
Definition: ListSlimming.py:35
python.ListSlimming.HION14ContentMuons
def HION14ContentMuons()
Definition: ListSlimming.py:538
python.ListSlimming.HION14SmartCollections
def HION14SmartCollections()
HION14.
Definition: ListSlimming.py:513
python.ListSlimming.HION4ExtraContentMuons
def HION4ExtraContentMuons()
Definition: ListSlimming.py:105
python.ListSlimming.HION14ContentTruthParticles
def HION14ContentTruthParticles()
Definition: ListSlimming.py:671
python.ListSlimming.HION14ContentExtrapolatedMuonTrackParticles
def HION14ContentExtrapolatedMuonTrackParticles()
Definition: ListSlimming.py:624
python.ListSlimming.HION4ExtraContainersElectrons
def HION4ExtraContainersElectrons()
Definition: ListSlimming.py:189
python.ListSlimming.HION7AllVarContent
def HION7AllVarContent()
Definition: ListSlimming.py:383
python.ListSlimming.HION4SmartCollections
def HION4SmartCollections()
HION4.
Definition: ListSlimming.py:49
python.ListSlimming.HION14ContentCombinedMuonTrackParticles
def HION14ContentCombinedMuonTrackParticles()
Definition: ListSlimming.py:595
python.ListSlimming.HION5AllTruthVariables
def HION5AllTruthVariables()
Definition: ListSlimming.py:338
python.ListSlimming.HION12SmartCollections
def HION12SmartCollections()
HION12.
Definition: ListSlimming.py:408
python.ListSlimming.HION2AllVariablesPbPb_2015_5TeV
def HION2AllVariablesPbPb_2015_5TeV()
Definition: ListSlimming.py:21
python.ListSlimming.HION5SmartCollections
def HION5SmartCollections()
Definition: ListSlimming.py:351
python.ListSlimming.HION12HIJetBranches
def HION12HIJetBranches()
Definition: ListSlimming.py:446
python.ListSlimming.HION14ExtraExtrapolatedMuonTrackParticlesTruth
def HION14ExtraExtrapolatedMuonTrackParticlesTruth()
Definition: ListSlimming.py:638
python.ListSlimming.HION5AllVariables
def HION5AllVariables()
Definition: ListSlimming.py:320
python.ListSlimming.HION4ExtraPhotonsTruth
def HION4ExtraPhotonsTruth()
Definition: ListSlimming.py:129
python.ListSlimming.HIONHPODSmartCollections
def HIONHPODSmartCollections()
HIONHPOD.
Definition: ListSlimming.py:708
python.ListSlimming.HION4ExtraContentTracks
def HION4ExtraContentTracks()
Definition: ListSlimming.py:96
python.ListSlimming.HION4ExtraContentGSFConversionVertices
def HION4ExtraContentGSFConversionVertices()
Definition: ListSlimming.py:137
python.ListSlimming.HION12AllVarContent
def HION12AllVarContent()
Definition: ListSlimming.py:417
python.ListSlimming.HION2ExtraVariablesPbPb_2015_5TeV
def HION2ExtraVariablesPbPb_2015_5TeV()
Definition: ListSlimming.py:28
python.ListSlimming.HION4ExtraMuonsTruth
def HION4ExtraMuonsTruth()
Definition: ListSlimming.py:117
python.ListSlimming.HION2ExtraVariablesGeneral
def HION2ExtraVariablesGeneral()
Definition: ListSlimming.py:15
python.ListSlimming.HION7SmartCollections
def HION7SmartCollections()
HION7.
Definition: ListSlimming.py:373
python.ListSlimming.HION14ExtraMuonSpectrometerTrackParticlesTruth
def HION14ExtraMuonSpectrometerTrackParticlesTruth()
Definition: ListSlimming.py:659
python.ListSlimming.HION4AllVariablesGeneral
def HION4AllVariablesGeneral()
Definition: ListSlimming.py:62
python.ListSlimming.HION14ExtraContentAllTruth
def HION14ExtraContentAllTruth()
Definition: ListSlimming.py:695
python.ListSlimming.HION4ExtraContainersTrigger
def HION4ExtraContainersTrigger()
Definition: ListSlimming.py:201
python.ListSlimming.HION5ExtraVariables
def HION5ExtraVariables()
HION5.
Definition: ListSlimming.py:241
TCS::join
std::string join(const std::vector< std::string > &v, const char c=',')
Definition: Trigger/TrigT1/L1Topo/L1TopoCommon/Root/StringUtils.cxx:10
python.ListSlimming.HION12Extra
def HION12Extra()
Definition: ListSlimming.py:494
python.ListSlimming.HION14ContentMuonSpectrometerTrackParticles
def HION14ContentMuonSpectrometerTrackParticles()
Definition: ListSlimming.py:645
python.ListSlimming.HION4ExtraContentPrimaryVertices
def HION4ExtraContentPrimaryVertices()
Definition: ListSlimming.py:124
python.ListSlimming.HION14ExtraCombinedMuonTrackParticlesTruth
def HION14ExtraCombinedMuonTrackParticlesTruth()
Definition: ListSlimming.py:617
python.ListSlimming.HION4ExtraContentAllTruth
def HION4ExtraContentAllTruth()
Definition: ListSlimming.py:171
python.ListSlimming.HION14ExtraContentAll
def HION14ExtraContentAll()
Definition: ListSlimming.py:684
python.ListSlimming.HION14AllVariablesGeneral
def HION14AllVariablesGeneral()
Definition: ListSlimming.py:519
python.ListSlimming.HION4ExtraContentAll
def HION4ExtraContentAll()
Definition: ListSlimming.py:161
python.ListSlimming.HION5ExtraContainersTrigger
def HION5ExtraContainersTrigger()
Definition: ListSlimming.py:363
python.ListSlimming.HION14ContentTracks
def HION14ContentTracks()
Definition: ListSlimming.py:526
python.ListSlimming.HION7AllVarTruthContent
def HION7AllVarTruthContent()
Definition: ListSlimming.py:394
python.ListSlimming.HION14TruthVariablesGeneral
def HION14TruthVariablesGeneral()
Definition: ListSlimming.py:665
python.ListSlimming.HION4ExtraContainersTruth
def HION4ExtraContainersTruth()
Definition: ListSlimming.py:178
python.ListSlimming.HION4ExtraContentTrackJets
def HION4ExtraContentTrackJets()
Definition: ListSlimming.py:155
python.ListSlimming.HION4ExtraVariablesEventShape
def HION4ExtraVariablesEventShape()
Definition: ListSlimming.py:230
python.ListSlimming.HION2AllVariablesGeneral
def HION2AllVariablesGeneral()
HION2.
Definition: ListSlimming.py:7