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ListSlimming.py
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1# Copyright (C) 2002-2025 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 += ["EventInfo"]
11 variables += ["CaloSums"]
12 variables += ["PrimaryVertices"]
13 variables += ["InDetTrackParticles"]
14 variables += ["AntiKt4HIJets"]
15 variables += ["Electrons"]
16 variables += ["GSFTrackParticles"]
17 variables += ["egammaClusters"]
18 variables += ["Muons"]
19 variables += ["ExtrapolatedMuonTrackParticles"]
20 variables += ["MuonSpectrometerTrackParticles"]
21 variables += ["CombinedMuonTrackParticles"]
22 variables += ["CaloCalTopoClusters"]
23 variables += ["HIEventShape"]
24
25 return variables
26
28 variables = []
29 variables += ["InDetTrackParticles.qOverP.theta.phi.d0.z0.vz.chiSquared.numberDoF.TrackQuality.Chi2ToPV.VertexIndex.CovD0.CovZ0.CovTheta"]
30 variables += ["CaloSums.Summary"] # Need to be passed explicitelly
31
32 return variables
33
35
36 variables = []
37 variables += ["HIEventShape"]
38
39 return variables
40
42
43 variables = []
44 variables += ["HIClusters.calE.eta0.phi0"]
45
46 return variables
47
49
50 variables = []
51 variables += ["ZdcModules",]
52 variables += ["ZdcSums"]
53 variables += ["ZdcTriggerTowers"]
54 variables += ["MBTSForwardEventInfo"]
55 variables += ["MBTSModules"]
56
57 return variables
58
59
61
63 variables = []
64 variables += ["EventInfo"]
65 variables += ["Electrons"]
66 variables += ["Photons"]
67 variables += ["Muons"]
68 variables += ["TauJets"]
69 variables += ["AntiKt4EMTopoJets"]
70 variables += ["InDetTrackParticles"]
71 variables += ["PrimaryVertices"]
72
73 return variables
74
76 variables = []
77 variables += ["SpacePoints"]
78 variables += ["HLT_TCEventInfo_jet"]
79 variables += ["HLT_SpacePointCounts"]
80 variables += ["EventInfo"]
81 variables += ["Trigger"]
82 variables += ["Core"]
83 variables += ["LVL1EnergySumRoI"]
84 variables += ["HLT_HIEventShapeEG"]
85 variables += ["CaloSums"]
86 variables += ["ZdcModules"]
87 variables += ["ZdcSums"]
88 variables += ["ZdcTriggerTowers"]
89 variables += ["MBTSForwardEventInfo"]
90 variables += ["MBTSModules"]
91 variables += ["HLT_xAOD__HIEventShapeContainer_HIFCAL"]
92 variables += ["HLT_xAOD__HIEventShapeContainer_HIUE"]
93 variables += ["HLT_xAOD__TrigT2MbtsBitsContainer_T2Mbts"]
94 variables += ["HLT_xAOD__TrigTrackCountsContainer_trackcounts"]
95 variables += ["HLT_xAOD__TrigSpacePointCountsContainer_spacepoints"]
96 variables += ["LVL1MuonRoIs"]
97 variables += ["HIEventShape"]
98 variables += ["CaloCalTopoClusters"]
99 variables += ["egammaClusters"]
100 variables += ["egammaTopoSeededClusters"]
101 variables += ["InDetPixelTrackParticles"]
102 variables += ["Photons"]
103 variables += ["Electrons"]
104 variables += ["ForwardElectrons"]
105 variables += ["AntiKt4HIJets"]
106
107 return variables
108
110 variables=[]
111 variables += ["InDetTrackParticles.eProbabilityHT"]
112 variables += ["InDetTrackParticles.eProbabilityComb"]
113 variables += ["InDetTrackParticles.deltaPoverP"] #cant find in data
114 variables += ["InDetTrackParticles.pixeldEdx"]
115 variables += ["InDetTrackParticles.numberOfTRTHighThresholdHits"]
116 return variables
117
119 variables = []
120 variables += ["Muons.DFCommonMuonsPreselection"]
121 variables += ["Muons.ptcone20"]
122 variables += ["Muons.ptcone30"]
123 variables += ["Muons.ptcone40"]
124 variables += ["Muons.etcone20"]
125 variables += ["Muons.etcone30"]
126 variables += ["Muons.etcone40"]
127
128 return variables
129
131 variables = []
132 variables += ["MuonTruthParticles.truthClassification"]
133 variables += ["MuonTruthParticles.truthOrigin"]
134 variables += ["MuonTruthParticles.truthType"]
135
136 return variables
137
139 variables = []
140 variables += ["PrimaryVertices.sumPt2"]
141 return variables
142
144 variables = []
145 variables += ["Photons.truthClassification"]
146 variables += ["Photons.truthOrigin"]
147 variables += ["Photons.truthType"]
148 variables += ["Photons.truthParticleLink"]
149
150 return variables
151
153 variables = []
154 variables += ["GSFConversionVertices.x"]
155 variables += ["GSFConversionVertices.y"]
156 variables += ["GSFConversionVertices.z"]
157 variables += ["GSFConversionVertices.px"]
158 variables += ["GSFConversionVertices.py"]
159 variables += ["GSFConversionVertices.pz"]
160 variables += ["GSFConversionVertices.pt1"]
161 variables += ["GSFConversionVertices.pt2"]
162 variables += ["GSFConversionVertices.etaAtCalo"]
163 variables += ["GSFConversionVertices.phiAtCalo"]
164 variables += ["GSFConversionVertices.trackParticleLinks"]
165
166 return variables
167
168
169
171 variables = []
172 variables += ["AntiKt4PV0TrackJets.pt.eta.phi.e.m.rapidity.btaggingLink.constituentLinks"]
173
174 return variables
175
177 variables = []
178 variables += HION4ExtraContentMuons()
181 variables += HION4ExtraContentTrackJets()
182 variables += HION4ExtraContentTracks()
183
184 return variables
185
187 variables = []
188 variables += HION4ExtraMuonsTruth()
189 variables += HION4ExtraPhotonsTruth()
190
191 return variables
192
194 variables = []
195 variables += ["TruthEvents"]
196 variables += ["TruthParticles"]
197 variables += ["TruthVertices"]
198 variables += ["AntiKt4TruthJets"]
199 variables += ["egammaTruthParticles"]
200 variables += ["MuonTruthParticles"]
201
202 return variables
203
205 variables = []
206 variables += ["Electrons"]
207 variables += ["GSFTrackParticles"]
208 variables += ["egammaClusters"]
209 variables += ["CaloCalTopoClusters"]
210 variables += ["NewSwElectrons"] # only if DoCellReweighting is ON
211 variables += ["MaxVarSwElectrons"] # if variations are ON
212 variables += ["MinVarSwElectrons"] # if variations are ON
213
214 return variables
215
217 variables = []
218 variables += ["HLT_xAOD__ElectronContainer_egamma_Electrons"]
219 variables += ["HLT_xAOD__ElectronContainer_egamma_ElectronsAux."]
220 variables += ["HLT_xAOD__PhotonContainer_egamma_Photons"]
221 variables += ["HLT_xAOD__PhotonContainer_egamma_PhotonsAux."]
222 variables += ["HLT_xAOD__TrigRingerRingsContainer_TrigT2CaloEgamma"]
223 variables += ["HLT_xAOD__TrigRingerRingsContainer_TrigT2CaloEgammaAux."]
224 variables += ["HLT_xAOD__TrigEMClusterContainer_TrigT2CaloEgamma"]
225 variables += ["HLT_xAOD__TrigEMClusterContainer_TrigT2CaloEgammaAux."]
226 variables += ["HLT_xAOD__CaloClusterContainer_TrigEFCaloCalibFex"]
227 variables += ["HLT_xAOD__CaloClusterContainer_TrigEFCaloCalibFexAux."]
228 variables += ["HLT_xAOD__TrigRNNOutputContainer_TrigRingerNeuralFex"]
229 variables += ["HLT_xAOD__TrigRNNOutputContainer_TrigRingerNeuralFexAux."]
230 variables += ["HLT_xAOD__TrackParticleContainer_InDetTrigTrackingxAODCnv_Electron_IDTrig"]
231 variables += ["HLT_xAOD__TrackParticleContainer_InDetTrigTrackingxAODCnv_Electron_IDTrigAux."]
232 variables += ["HLT_xAOD__TrigPassBitsContainer_passbits"]
233 variables += ["HLT_xAOD__TrigPassBitsContainer_passbitsAux."]
234 variables += ["LVL1EmTauRoIs"]
235 variables += ["LVL1EmTauRoIsAux."]
236 variables += ["HLT_TrigRoiDescriptorCollection_initialRoI"]
237 variables += ["HLT_TrigRoiDescriptorCollection_initialRoIAux."]
238 variables += ["HLT_xAOD__RoiDescriptorStore_initialRoI"]
239 variables += ["HLT_xAOD__RoiDescriptorStore_initialRoIAux."]
240 variables += ["HLT_xAOD__TrigElectronContainer_L2ElectronFex"]
241 variables += ["HLT_xAOD__TrigElectronContainer_L2ElectronFexAux."]
242
243 return variables
244
246 variables = []
247 for shape in ["TopoClusterIsoCentral", "TopoClusterIsoForward", "NeutralParticleFlowIsoCentral",
248 "NeutralParticleFlowIsoForward", "ParticleFlowIsoCentral", "ParticleFlowIsoForward"]:
249 variables += [shape + "EventShape.DensitySigma.Density.DensityArea"]
250
251 return variables
252
253
255
257 variables = []
258 variables += [
259 ".".join(["InDetTrackParticles", field]) for field in [
260 "truthMatchProbability.x.y.z.vx.vy.vz",
261 "numberOfInnermostPixelLayerSplitHits",
262 "numberOfTRTHoles",
263 "expectInnermostPixelLayerHit",
264 "numberOfNextToInnermostPixelLayerSplitHits",
265 "numberOfNextToInnermostPixelLayerSharedHits",
266 "numberOfPixelSplitHits",
267 "numberOfInnermostPixelLayerSharedHits",
268 "numberOfContribPixelLayers",
269 "hitPattern.radiusOfFirstHit",
270 "is_selected", "is_associated", "is_svtrk_final",
271 "pt_wrtSV", "eta_wrtSV", "phi_wrtSV", "d0_wrtSV", "z0_wrtSV",
272 "errP_wrtSV", "errd0_wrtSV", "errz0_wrtSV",
273 "chi2_toSV",
274 "eProbabilityHT", "eProbabilityComb", "deltaPoverP"
275 ]
276 ]
277
278 variables += [
279 ".".join(["PrimaryVertices", field]) for field in [
280 "neutralWeights", "numberDoF", "sumPt2", "chiSquared",
281 "covariance", "trackWeights",
282 "x.y.trackParticleLinks.vertexType.neutralParticleLinks"
283 ]
284 ]
285
286 variables += ["ExtrapolatedMuonTrackParticles.vx.vy.vz"]
287 variables += ["MuonSpectrometerTrackParticles.vx.vy.vz"]
288 variables += ["CombinedMuonTrackParticles.vx.vy.vz"]
289
290 variables += [
291 ".".join(["Electrons", field]) for field in [
292 "DFCommonElectronsHILHLoose", "DFCommonElectronsHILHMedium",
293 "ptcone20", "ptcone30", "ptcone40",
294 "ptvarcone20", "ptvarcone30", "ptvarcone40",
295 "etcone20", "etcone30", "etcone40",
296 "topoetcone20", "topoetcone30", "topoetcone40",
297 "ptvarcone20_TightTTVA_pt500", "ptvarcone30_TightTTVA_pt500", "ptvarcone40_TightTTVA_pt500",
298 "ptvarcone20_TightTTVA_pt1000", "ptvarcone30_TightTTVA_pt1000", "ptvarcone40_TightTTVA_pt1000",
299 "ptvarcone20_TightTTVALooseCone_pt500", "ptvarcone30_TightTTVALooseCone_pt500", "ptvarcone40_TightTTVALooseCone_pt500",
300 "ptvarcone20_TightTTVALooseCone_pt1000", "ptvarcone30_TightTTVALooseCone_pt1000", "ptvarcone40_TightTTVALooseCone_pt1000",
301 "ptcone20_TightTTVA_pt500", "ptcone30_TightTTVA_pt500", "ptcone40_TightTTVA_pt500",
302 "ptcone20_TightTTVA_pt1000", "ptcone30_TightTTVA_pt1000", "ptcone40_TightTTVA_pt1000",
303 "ptcone20_TightTTVALooseCone_pt500", "ptcone30_TightTTVALooseCone_pt500", "ptcone40_TightTTVALooseCone_pt500",
304 "ptcone20_TightTTVALooseCone_pt1000", "ptcone30_TightTTVALooseCone_pt1000", "ptcone40_TightTTVALooseCone_pt1000",
305 "topoetcone20ptCorrection", "topoetcone30ptCorrection", "topoetcone40ptCorrection",
306 "deltaPoverP"
307 ]
308 ]
309
310 variables += [
311 ".".join(["Muons", field]) for field in [
312 "EnergyLoss.energyLossType",
313 "ptcone20", "ptcone30", "ptcone40",
314 "ptvarcone20", "ptvarcone30", "ptvarcone40",
315 "etcone20", "etcone30", "etcone40",
316 "topoetcone20", "topoetcone30", "topoetcone40",
317 "ptcone20_TightTTVA_pt500", "ptcone30_TightTTVA_pt500", "ptcone40_TightTTVA_pt500",
318 "ptcone20_TightTTVA_pt1000", "ptcone30_TightTTVA_pt1000", "ptcone40_TightTTVA_pt1000",
319 "ptvarcone20_TightTTVA_pt500", "ptvarcone30_TightTTVA_pt500", "ptvarcone40_TightTTVA_pt500",
320 "ptvarcone20_TightTTVA_pt1000", "ptvarcone30_TightTTVA_pt1000", "ptvarcone40_TightTTVA_pt1000",
321 "ptcone20_TightTTVALooseCone_pt500", "ptcone30_TightTTVALooseCone_pt500", "ptcone40_TightTTVALooseCone_pt500",
322 "ptcone20_TightTTVALooseCone_pt1000", "ptcone30_TightTTVALooseCone_pt1000", "ptcone40_TightTTVALooseCone_pt1000",
323 "ptvarcone20_TightTTVALooseCone_pt500", "ptvarcone30_TightTTVALooseCone_pt500", "ptvarcone40_TightTTVALooseCone_pt500",
324 "ptvarcone20_TightTTVALooseCone_pt1000", "ptvarcone30_TightTTVALooseCone_pt1000", "ptvarcone40_TightTTVALooseCone_pt1000"
325 ]
326 ]
327
328 variables += [
329 ".".join(["Photons", field]) for field in [
330 "etcone20.etcone30.etcone40.Loose"
331 ]
332 ]
333
334
335 return variables
336
337def HION5AllVariables(runnumber):
338 variables = []
339 variables += ["AntiKt4HITrackJets"]
340 variables += ["AntiKt2HIJets"]
341 variables += ["AntiKt4HIJets"]
342 variables += ["HIEventShape"]
343 variables += ["ForwardElectrons"]
344 variables += ["ForwardElectronClusters"]
345 variables += ["EventInfo"]
346 variables += ["CaloSums"]
347 variables += ["ZdcModules"]
348 variables += ["ZdcSums"]
349 variables += ["ZdcTriggerTowers"]
350 variables += ["PeripheralCaloCalTopoClusters"]
351 variables += ["MET_Track1000", "MET_Track2000", "MET_Track3000", "MET_Track4000", "MET_Track5000"]
352
353
354 from CoolConvUtilities.ParticleTypeUtil import getTypeForRun
355 info=getTypeForRun(runnumber)
356 isOxygenOxygenCollision = False
357 if (info.getBeam1Type() == 8) or (info.getBeam2Type() == 8):
358 isOxygenOxygenCollision = True
359
360 if isOxygenOxygenCollision:
361 variables += ["MET_Calo"]
362 variables += ["MET_Track"]
363
364 return variables
365
367 variables = []
368 variables += ["TruthEvents"]
369 variables += ["TruthParticles"]
370 variables += ["TruthVertices"]
371 variables += ["egammaTruthParticles"]
372 variables += ["MuonTruthParticles"]
373 variables += ["AntiKt2TruthJets"]
374 variables += ["AntiKt4TruthJets"]
375 variables += ["TruthElectrons"]
376 variables += ["TruthMuons"]
377 variables += ["TruthNeutrinos"]
378 return variables
379
381 variables = []
382 variables += ["InDetTrackParticles"]
383 variables += ["PrimaryVertices"]
384 variables += ["Electrons"]
385 variables += ["Muons"]
386 variables += ["Photons"]
387 #variables += ["MET_Reference_AntiKt4EMTopo",]
388 variables += ["AntiKt4EMTopoJets"]
389
390 return variables
391
393 variables = ["HLT_MuonsCB_RoI",
394 "HLT_MuonsCB_RoIAux.",
395 "HLT_egamma_Electrons",
396 "HLT_egamma_ElectronsAux."]
397 return variables
398
399
401
403 variables = []
404 variables += ["EventInfo"]
405 variables += ["Electrons"]
406 variables += ["Photons"]
407 variables += ["Muons"]
408 variables += ["InDetTrackParticles"]
409
410 return variables
411
413 variables = []
414 variables += ["CaloSums"]
415 variables += ["ZdcModules"]
416 variables += ["ZdcSums"]
417 variables += ["PrimaryVertices"]
418 variables += ["EventInfo"]
419
420 return variables
421
423 variables = []
424 variables += ["AntiKt2TruthJets"]
425 variables += ["AntiKt4TruthJets"]
426 variables += ["TruthEvents"]
427 variables += ["TruthParticles"]
428 variables += ["TruthVertices"]
429 variables += ["TruthElectrons"]
430 variables += ["TruthMuons"]
431 variables += ["TruthPrimaryVertices"]
432
433 return variables
434
436
437 variables = []
438 variables += ["InDetLargeD0TrackParticles"]
439 variables += ["AntiKt4EMPFlowJets"]
440 variables += ["AntiKt4UFOCSSKJets"]
441 variables += ["CaloCalFwdTopoTowers"]
442 variables += ["AntiKt10UFOCSSKSoftDropBeta100Zcut10Jets"]
443 variables += ["UFOCSSK"]
444 variables += ["GlobalChargedParticleFlowObjects"]
445 variables += ["GlobalNeutralParticleFlowObjects"]
446 variables += ["CHSGChargedParticleFlowObjects"]
447 variables += ["CHSGNeutralParticleFlowObjects"]
448 variables += ["JetAssociatedPixelClusters"]
449 variables += ["JetAssociatedSCTClusters"]
450 variables += ["PixelClusters"]
451 variables += ["SCT_Clusters"]
452
453 return variables
454
456
457 variables = [JetColl+"AntiKt4HIJets.HadronConeExclTruthLabelID.HadronGhostTruthLabelID.GhostBHadronsFinal.GhostCHadronsFinal.GhostTausFinal.ConeExclBHadronsFinal.ConeExclCHadronsFinal.ConeExclTausFinal"]
458 FTAG_AUXDATA = [
459 'VxTrackAtVertex',
460 'btagIp_d0Uncertainty',
461 'btagIp_z0SinThetaUncertainty',
462 'btagIp_z0SinTheta',
463 'btagIp_d0',
464 'btagIp_trackMomentum',
465 'btagIp_trackDisplacement',
466 'btagIp_invalidIp',
467 'numberOfNextToInnermostPixelLayerHits',
468 'numberOfInnermostPixelLayerSharedHits',
469 'numberOfInnermostPixelLayerSplitHits',
470 'numberOfPixelSplitHits',
471 'leptonID',
472 'TTVA_AMVFVertices',
473 'TTVA_AMVFWeights',
474 'ftagTruthParentBarcode',
475 'ftagTruthOriginLabel',
476 'ftagTruthTypeLabel',
477 'ftagTruthVertexIndex',
478 'ftagTruthSourceLabel',
479 ]
480 variables += [".".join(["InDetTrackParticles"] + FTAG_AUXDATA)]
481 variables += ["PrimaryVertices.covariance"]
482
483 return variables
484
486 state_vars=["pt","eta","phi","m"]
487 c=list(state_vars)
488 states=["JetUnsubtractedScaleMomentum","JetSubtractedScaleMomentum"]
489 for s in states:
490 for v in state_vars:
491 c.append(s+'_'+v)
492 c+=['ConstituentScale',
493 'constituentLinks',
494 'constituentWeights',
495 ]
496 return c
497
499 state_vars=["pt","eta","phi","m"]
500 c=list(state_vars)
501 states=["JetEMScaleMomentum", "JetConstitScaleMomentum", "JetEtaJESScaleMomentum", "JetPileupScaleMomentum", "JetInsituScaleMomentum", "JetSubtractedOriginCorrectedScaleMomentum"]
502 for s in states:
503 for v in state_vars:
504 c.append(s+'_'+v)
505 return c
506
508 state_vars=["pt","eta","phi","m"]
509 c=list(state_vars)
510 states=["JetUnsubtractedScaleMomentum","JetSubtractedScaleMomentum"]
511 for s in states:
512 for v in state_vars:
513 c.append(s+'_'+v)
514 c+=['ConstituentScale',
515 'constituentLinks',
516 'constituentWeights',
517 'AverageLArQF',
518 'EMFrac',
519 'FracSamplingMax',
520 'FracSamplingMaxIndex',
521 'HECFrac',
522 'HECQuality',
523 'LArQuality',
524 'N90Constituents',
525 'NegativeE',
526 'Timing',
527 'BchCorrCell',
528 'LArBadHVEnergyFrac',
529 'LArBadHVNCell',
530 'EnergyPerSampling',
531 'GhostAntiKt4HITrackJets',
532 'GhostAntiKt4HITrackJetsCount',
533 'GhostAntiKt4HITrackJetsPt',
534 'GhostMuonSegmentCount',
535 'GhostTrack',
536 'NumTrkPt4000',
537 'SumPtTrkPt4000',
538 'TrackWidthPt4000',
539 'Width',
540 'MaxConstituentET',
541 'MaxOverMean',
542 'JvtMatched']
543 return c
544
545def HION7BasicJetVars(JetColl):
546 #Only basic kinematics for small jets
547 ExtraVars = []
548 HIJetBranches=makeHIJetBranchList()
549 for collection in [JetColl + "AntiKt2HIJets",JetColl + "AntiKt4HIJets"]:
550 for j in HIJetBranches:
551 ExtraVars.append(collection+'.'+j)
552
553 return ExtraVars
554
556 variables = ["HLT_MuonsCB_RoI",
557 "HLT_MuonsCB_RoIAux."]
558 return variables
559
560
562
564 variables = []
565 variables += ["Electrons"] # Smart collection for electrons
566 variables += ["Muons"] # Smart collection for muons
567 variables += ["Photons"] # Smart collection for photons
568 variables += ["InDetTrackParticles"] # Smart collection for tracks
569
570 return variables
571
573 variables = []
574 variables += ["AntiKt4EMPFlowJets"] # Include R = 0.4 anti-kt EM Particle Flow jets
575 variables += ["AntiKt4EMTopoJets"] # Include R = 0.4 anti-kt EM topo-jets
576 variables += ["AntiKt4LCTopoJets"] # Include R = 0.4 anti-kt local calibration topo-jets
577 variables += ["CaloCalTopoClusters"] # Include topocluster information
578 variables += ["PrimaryVertices"] # Include a list of all primary vertices
579 variables += ["NCB_MuonSegments"] # Include the non-collision background muons to handle punch-throughs.
580 variables += ["JetETMissChargedParticleFlowObjects"] # Include the charged particle flow objects from the Jet/ET Miss group
581 variables += ["JetETMissNeutralParticleFlowObjects"] # Include the neutral particle flow objects from the Jet/ET Miss group
582 variables += ["TauChargedParticleFlowObjects"] # Include the charged particle flow objects used for Tau reconstruction
583 variables += ["TauNeutralParticleFlowObjects"] # Include the neutral particle flow objects used for Tau reconstruction
584 variables += ["TauShotParticleFlowObjects"] # Include the["shot" particle flow objects used for Tau reconstruction
585 variables += ["Kt4EMPFlowEventShape"] # The event shape specifically for R=0.4 EM PFlow jets
586 variables += ["Kt4EMTopoOriginEventShape"] # The event shape specifically for R=0.4 EM Topo jets
587 variables += ["Kt4LCTopoOriginEventShape"] # The event shape specifically for R=0.4 LC Topo jets
588 variables += ["TopoClusterIsoCentralEventShape"] # Part of the event shape for topo-jets
589 variables += ["TopoClusterIsoVeryForwardEventShape"] # Part of the event shape for topo-jets
590 variables += ["TopoClusterIsoForwardEventShape"] # Part of the event shape for topo-jets
591 variables += ["NeutralParticleFlowIsoCentralEventShape"] # Part of the event shape for PFlow jets
592 variables += ["ParticleFlowIsoCentralEventShape"] # Part of the event shape for PFlow jets
593 variables += ["NeutralParticleFlowIsoForwardEventShape"] # Part of the event shape for PFlow jets
594 variables += ["ParticleFlowIsoForwardEventShape"] # Part of the event shape for PFlow jets
595 variables += ["HLT_xAOD__JetContainer_a4tcemsubjesISFS"] # Include the HLT R = 0.4 EM Topo trigger jets (2018 HI Run)
596 variables += ["HLT_xAOD__JetContainer_a4ionemsubjesISFS"] # Include the HLT R = 0.4 heavy ion trigger jets (2015 HI Run)
597 variables += ["HLT_xAOD__JetContainer_a10tclcwsubjesFS"] # Include the HLT R = 1.0 LCW Topo trigger jets (2018 HI Run)
598
599 return variables
600
602 state_vars = []
603 state_vars += ["pt"]
604 state_vars += ["eta"]
605 state_vars += ["phi"]
606 state_vars += ["m"]
607
608 states = []
609 states += ["JetUnsubtractedScaleMomentum"]
610 states += ["JetSubtractedScaleMomentum"]
611
612 HIJetBranches = []
613 for v in state_vars:
614 HIJetBranches += [v]
615 for s in states:
616 HIJetBranches += [s+'.'+v]
617
618 HIJetBranches += ["ConstituentScale"]
619 HIJetBranches += ["constituentLinks"]
620 HIJetBranches += ["constituentWeights"]
621 HIJetBranches += ["AverageLArQF"]
622 HIJetBranches += ["EMFrac"]
623 HIJetBranches += ["FracSamplingMax"]
624 HIJetBranches += ["FracSamplingMaxIndex"]
625 HIJetBranches += ["HECFrac"]
626 HIJetBranches += ["HECQuality"]
627 HIJetBranches += ["LArQuality"]
628 HIJetBranches += ["N90Constituents"]
629 HIJetBranches += ["NegativeE"]
630 HIJetBranches += ["Timing"]
631 HIJetBranches += ["BchCorrCell"]
632 HIJetBranches += ["LArBadHVEnergyFrac"]
633 HIJetBranches += ["LArBadHVNCell"]
634 HIJetBranches += ["EnergyPerSampling"]
635 HIJetBranches += ["GhostAntiKt4HITrackJets"]
636 HIJetBranches += ["GhostAntiKt4HITrackJetsCount"]
637 HIJetBranches += ["GhostAntiKt4HITrackJetsPt"]
638 HIJetBranches += ["GhostMuonSegmentCount"]
639 HIJetBranches += ["GhostTrack"]
640 HIJetBranches += ["NumTrkPt4000"]
641 HIJetBranches += ["SumPtTrkPt4000"]
642 HIJetBranches += ["TrackWidthPt4000"]
643 HIJetBranches += ["Width"]
644 HIJetBranches += ["MaxConstituentET"]
645 HIJetBranches += ["MaxOverMean"]
646
647 return HIJetBranches
648
650 ExtraJets = []
651 ExtraJets += ["AntiKt4HITrackJets"] # Include R = 0.4 Heavy Ion anti-kt track jets
652 ExtraJets += ["AntiKt4HIJets"] # Include R = 0.4 Heavy Ion anti-kt tower jets
653 ExtraJets += ["AntiKt10HIJets"] # Include R = 1.0 Heavy Ion anti-kt tower jets
654
655 HIJetBranches = HION12HIJetBranches()
656
657 variables = []
658 for collection in ExtraJets:
659 for branch in HIJetBranches:
660 variables += [collection+'.'+branch]
661
662 variables += ['Muons.MuonSpectrometerPt']
663
664 return variables
665
666
669 variables = []
670 variables += ["PrimaryVertices"]
671
672 return variables
673
675 variables = []
676 variables += ["CaloSums"]
677 variables += ["EventInfo"]
678
679 return variables
680
682 variables = []
683 variables += ["InDetTrackParticles.qOverP"]
684 variables += ["InDetTrackParticles.theta"]
685 variables += ["InDetTrackParticles.phi"]
686 variables += ["InDetTrackParticles.d0"]
687 variables += ["InDetTrackParticles.z0"]
688 variables += ["InDetTrackParticles.TrackQuality"]
689 variables += ["InDetTrackParticles.HITight"]
690
691 return variables
692
694 variables = []
695 variables += ["Muons.pt"]
696 variables += ["Muons.eta"]
697 variables += ["Muons.phi"]
698 variables += ["Muons.truthType"]
699 variables += ["Muons.truthOrigin"]
700 variables += ["Muons.truthClassification"]
701 variables += ["Muons.author"]
702 variables += ["Muons.muonType"]
703 variables += ["Muons.quality"]
704 variables += ["Muons.inDetTrackParticleLink"]
705 variables += ["Muons.muonSpectrometerTrackParticleLink"]
706 variables += ["Muons.combinedTrackParticleLink"]
707 variables += ["Muons.InnerDetectorPt"]
708 variables += ["Muons.MuonSpectrometerPt"]
709 variables += ["Muons.DFCommonGoodMuon"]
710 variables += ["Muons.ptcone20"]
711 variables += ["Muons.ptcone30"]
712 variables += ["Muons.ptcone40"]
713 variables += ["Muons.ptvarcone20"]
714 variables += ["Muons.ptvarcone30"]
715 variables += ["Muons.ptvarcone40"]
716 variables += ["Muons.topoetcone20"]
717 variables += ["Muons.topoetcone30"]
718 variables += ["Muons.topoetcone40"]
719 variables += ["Muons.truthParticleLink"]
720 variables += ["Muons.charge"]
721 variables += ["Muons.extrapolatedMuonSpectrometerTrackParticleLink"]
722 variables += ["Muons.allAuthors"]
723 variables += ["Muons.ptcone20_TightTTVA_pt1000"]
724 variables += ["Muons.ptcone20_TightTTVA_pt500"]
725 variables += ["Muons.ptvarcone30_TightTTVA_pt1000"]
726 variables += ["Muons.ptvarcone30_TightTTVA_pt500"]
727 variables += ["Muons.numberOfPrecisionLayers"]
728 variables += ["Muons.combinedTrackOutBoundsPrecisionHits"]
729 variables += ["Muons.numberOfPrecisionLayers"]
730 variables += ["Muons.numberOfPrecisionHoleLayers"]
731 variables += ["Muons.numberOfGoodPrecisionLayers"]
732 variables += ["Muons.innerSmallHits"]
733 variables += ["Muons.innerLargeHits"]
734 variables += ["Muons.middleSmallHits"]
735 variables += ["Muons.middleLargeHits"]
736 variables += ["Muons.outerSmallHits"]
737 variables += ["Muons.outerLargeHits"]
738 variables += ["Muons.extendedSmallHits"]
739 variables += ["Muons.extendedLargeHits"]
740 variables += ["Muons.extendedSmallHoles"]
741 variables += ["Muons.isSmallGoodSectors"]
742 variables += ["Muons.cscUnspoiledEtaHits"]
743 variables += ["Muons.EnergyLoss"]
744 variables += ["Muons.energyLossType"]
745 variables += ["Muons.momentumBalanceSignificance"]
746 variables += ["Muons.scatteringCurvatureSignificance"]
747 variables += ["Muons.scatteringNeighbourSignificance"]
748
749 return variables
750
752 variables = []
753 variables += ["CombinedMuonTrackParticles.qOverP"]
754 variables += ["CombinedMuonTrackParticles.d0"]
755 variables += ["CombinedMuonTrackParticles.z0"]
756 variables += ["CombinedMuonTrackParticles.vz"]
757 variables += ["CombinedMuonTrackParticles.phi"]
758 variables += ["CombinedMuonTrackParticles.theta"]
759 variables += ["CombinedMuonTrackParticles.definingParametersCovMatrix"]
760 variables += ["CombinedMuonTrackParticles.numberOfPixelDeadSensors"]
761 variables += ["CombinedMuonTrackParticles.numberOfPixelHits"]
762 variables += ["CombinedMuonTrackParticles.numberOfPixelHoles"]
763 variables += ["CombinedMuonTrackParticles.numberOfSCTDeadSensors"]
764 variables += ["CombinedMuonTrackParticles.numberOfSCTHits"]
765 variables += ["CombinedMuonTrackParticles.numberOfSCTHoles"]
766 variables += ["CombinedMuonTrackParticles.numberOfTRTHits"]
767 variables += ["CombinedMuonTrackParticles.numberOfTRTOutliers"]
768 variables += ["CombinedMuonTrackParticles.chiSquared"]
769 variables += ["CombinedMuonTrackParticles.numberDoF"]
770
771 return variables
772
774 variables = []
775 variables += ["CombinedMuonTrackParticles.truthClassification"]
776 variables += ["CombinedMuonTrackParticles.truthOrigin"]
777 variables += ["CombinedMuonTrackParticles.truthType"]
778
779 return variables
780
782 variables = []
783 variables += ["ExtrapolatedMuonTrackParticles.d0"]
784 variables += ["ExtrapolatedMuonTrackParticles.z0"]
785 variables += ["ExtrapolatedMuonTrackParticles.vz"]
786 variables += ["ExtrapolatedMuonTrackParticles.definingParametersCovMatrix"]
787 variables += ["ExtrapolatedMuonTrackParticles.truthClassification"]
788 variables += ["ExtrapolatedMuonTrackParticles.truthOrigin"]
789 variables += ["ExtrapolatedMuonTrackParticles.truthType"]
790 variables += ["ExtrapolatedMuonTrackParticles.qOverP"]
791 variables += ["ExtrapolatedMuonTrackParticles.theta"]
792 variables += ["ExtrapolatedMuonTrackParticles.phi"]
793
794 return variables
795
797 variables = []
798 variables += ["ExtrapolatedMuonTrackParticles.truthClassification"]
799 variables += ["ExtrapolatedMuonTrackParticles.truthOrigin"]
800 variables += ["ExtrapolatedMuonTrackParticles.truthType"]
801
802 return variables
803
805 variables = []
806 variables += ["MuonSpectrometerTrackParticles.phi"]
807 variables += ["MuonSpectrometerTrackParticles.d0"]
808 variables += ["MuonSpectrometerTrackParticles.z0"]
809 variables += ["MuonSpectrometerTrackParticles.vz"]
810 variables += ["MuonSpectrometerTrackParticles.definingParametersCovMatrix"]
811 variables += ["MuonSpectrometerTrackParticles.vertexLink"]
812 variables += ["MuonSpectrometerTrackParticles.theta"]
813 variables += ["MuonSpectrometerTrackParticles.qOverP"]
814 variables += ["MuonSpectrometerTrackParticles.truthParticleLink"]
815
816 return variables
817
819 variables = []
820 variables += ["MuonSpectrometerTrackParticles.truthParticleLink"]
821
822 return variables
823
825 variables = []
826 variables += ["TruthEvents"]
827
828 return variables
829
831 variables = []
832 variables += ["TruthParticles.pdgId"]
833 variables += ["TruthParticles.uid"]
834 variables += ["TruthParticles.status"]
835 variables += ["TruthParticles.m"]
836 variables += ["TruthParticles.e"]
837 variables += ["TruthParticles.py"]
838 variables += ["TruthParticles.px"]
839 variables += ["TruthParticles.pz"]
840
841 return variables
842
844 variables = []
845 variables += HION14ContentTracks()
846 variables += HION14ContentMuons()
850 variables += HION14ContentTracks()
851
852 return variables
853
855 variables = []
856 variables += HION4ExtraMuonsTruth()
860 variables += HION14ContentTruthParticles()
861
862 return variables
863
864
866
868 variables = []
869 variables += ["Electrons"]
870 variables += ["Photons"]
871 variables += ["Muons"]
872
873 return variables
874
875
877
891 return HION7ExtraVarForBtag(JetColl)
892
894 return HION7BasicJetVars(JetColl)
895
HION15ExtraVarForBtag(JetColl)
HION12SmartCollections()
HION12.
HION14SmartCollections()
HION14.
HION14ContentCombinedMuonTrackParticles()
HION7ExtraVarForBtag(JetColl)
HION5AllVariables(runnumber)
HION7SmartCollections()
HION7.
HION14ExtraCombinedMuonTrackParticlesTruth()
HION15SmartCollections()
HION15.
HION4SmartCollections()
HION4.
HION2AllVariablesGeneral()
HION2.
HION14ExtraMuonSpectrometerTrackParticlesTruth()
HIONHPODSmartCollections()
HIONHPOD.
HION15BasicJetVars(JetColl)
HION14ContentMuonSpectrometerTrackParticles()
HION14ContentExtrapolatedMuonTrackParticles()
HION14ExtraExtrapolatedMuonTrackParticlesTruth()