diff --git a/.gitignore b/.gitignore index a555492..be91fdb 100644 --- a/.gitignore +++ b/.gitignore @@ -168,3 +168,4 @@ cython_debug/ servicex.yaml *.pstats servicex/test.py +*.html diff --git a/README.md b/README.md index 4e13e8a..951c1b1 100644 --- a/README.md +++ b/README.md @@ -10,8 +10,6 @@ ATLAS does not have released OpenData, so there isn't an AGC we can copy and try ## Description of files -* `size_per_branch.ipynb`: produce breakdown of branch sizes for given file -* `branch_sizes.json`: output of , produced by `size_per_branch.ipynb` * `materialize_branches.ipynb`: read list of branches, distributable with Dask (use for benchmarking) ## Usage @@ -45,6 +43,13 @@ with additional files: rucio list-file-replicas mc20_13TeV:mc20_13TeV.364126.Sherpa_221_NNPDF30NNLO_Zee_MAXHTPTV500_1000.deriv.DAOD_PHYSLITE.e5299_s3681_r13145_p6026 --protocol root --pfns --rses MWT2_UC_LOCALGROUPDISK ``` +### Branch list determination + +Branches to be read are determined with a 2018 data file. + +* `input_files/size_per_branch.ipynb`: produce breakdown of branch sizes for given file +* `input_files/branch_sizes.json`: output of notebook above + ## Acknowledgements [![NSF-1836650](https://img.shields.io/badge/NSF-1836650-blue.svg)](https://nsf.gov/awardsearch/showAward?AWD_ID=1836650) diff --git a/branch_sizes.json b/branch_sizes.json deleted file mode 100644 index b448221..0000000 --- a/branch_sizes.json +++ /dev/null @@ -1,945 +0,0 @@ -{ - "AnalysisElectronsAuxDyn.DFCommonElectronsECIDS": 0.11187999999992826, - "AnalysisElectronsAuxDyn.DFCommonElectronsECIDSResult": 0.19346900000005007, - "AnalysisElectronsAuxDyn.DFCommonElectronsLHLoose": 0.11137999999994008, - "AnalysisElectronsAuxDyn.DFCommonElectronsLHLooseBL": 0.11235499999997955, - "AnalysisElectronsAuxDyn.DFCommonElectronsLHLooseBLIsEMValue": 0.11498600000004444, - "AnalysisElectronsAuxDyn.DFCommonElectronsLHLooseIsEMValue": 0.11282399999993231, - "AnalysisElectronsAuxDyn.DFCommonElectronsLHMedium": 0.11284900000009657, - "AnalysisElectronsAuxDyn.DFCommonElectronsLHMediumIsEMValue": 0.1163970000000063, - "AnalysisElectronsAuxDyn.DFCommonElectronsLHTight": 0.11272699999994984, - "AnalysisElectronsAuxDyn.DFCommonElectronsLHTightIsEMValue": 0.11788100000001123, - "AnalysisElectronsAuxDyn.DFCommonElectronsLHVeryLoose": 0.11192099999993843, - "AnalysisElectronsAuxDyn.DFCommonElectronsLHVeryLooseIsEMValue": 0.11316500000009455, - "AnalysisElectronsAuxDyn.OQ": 0.11662100000000919, - "AnalysisElectronsAuxDyn.TruthLink": 0.19894599999997808, - "AnalysisElectronsAuxDyn.TruthLink/AnalysisElectronsAuxDyn.TruthLink.m_persIndex": 0.06128599999999551, - "AnalysisElectronsAuxDyn.TruthLink/AnalysisElectronsAuxDyn.TruthLink.m_persKey": 0.05762600000002749, - "AnalysisElectronsAuxDyn.ambiguityLink": 0.18963700000000472, - "AnalysisElectronsAuxDyn.ambiguityLink/AnalysisElectronsAuxDyn.ambiguityLink.m_persIndex": 0.055916000000024724, - "AnalysisElectronsAuxDyn.ambiguityLink/AnalysisElectronsAuxDyn.ambiguityLink.m_persKey": 0.05334799999997131, - "AnalysisElectronsAuxDyn.ambiguityType": 0.11046699999997145, - "AnalysisElectronsAuxDyn.author": 0.10733400000003712, - "AnalysisElectronsAuxDyn.caloClusterLinks": 0.11983999999995376, - "AnalysisElectronsAuxDyn.charge": 0.11392899999998463, - "AnalysisElectronsAuxDyn.eta": 0.19342100000000073, - "AnalysisElectronsAuxDyn.f1": 0.18452300000001287, - "AnalysisElectronsAuxDyn.firstEgMotherPdgId": 0.11783100000002378, - "AnalysisElectronsAuxDyn.firstEgMotherTruthOrigin": 0.11662400000000162, - "AnalysisElectronsAuxDyn.firstEgMotherTruthParticleLink": 0.22419300000001385, - "AnalysisElectronsAuxDyn.firstEgMotherTruthParticleLink/AnalysisElectronsAuxDyn.firstEgMotherTruthParticleLink.m_persIndex": 0.08500299999991512, - "AnalysisElectronsAuxDyn.firstEgMotherTruthParticleLink/AnalysisElectronsAuxDyn.firstEgMotherTruthParticleLink.m_persKey": 0.05747700000006262, - "AnalysisElectronsAuxDyn.firstEgMotherTruthType": 0.11800399999992806, - "AnalysisElectronsAuxDyn.m": 0.10468700000001263, - "AnalysisElectronsAuxDyn.neflowisol20": 0.19492700000000696, - "AnalysisElectronsAuxDyn.phi": 0.19334200000002966, - "AnalysisElectronsAuxDyn.pt": 0.19030599999996411, - "AnalysisElectronsAuxDyn.ptcone20_Nonprompt_All_MaxWeightTTVALooseCone_pt1000": 0.1477670000000444, - "AnalysisElectronsAuxDyn.ptcone20_Nonprompt_All_MaxWeightTTVALooseCone_pt1000_CloseByCorr": 0.1491960000000745, - "AnalysisElectronsAuxDyn.ptcone20_Nonprompt_All_MaxWeightTTVALooseCone_pt500": 0.15600099999994654, - "AnalysisElectronsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVALooseCone_pt1000": 0.15441699999996672, - "AnalysisElectronsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVALooseCone_pt1000_CloseByCorr": 0.15564000000006217, - "AnalysisElectronsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVALooseCone_pt500": 0.163483000000042, - "AnalysisElectronsAuxDyn.topoetcone20": 0.19592799999998078, - "AnalysisElectronsAuxDyn.topoetcone20_CloseByCorr": 0.19726399999990463, - "AnalysisElectronsAuxDyn.topoetcone20ptCorrection": 0.19586500000002616, - "AnalysisElectronsAuxDyn.trackParticleLinks": 0.14610500000003412, - "AnalysisElectronsAuxDyn.truthOrigin": 0.11717700000002651, - "AnalysisElectronsAuxDyn.truthParticleLink": 0.2252179999999271, - "AnalysisElectronsAuxDyn.truthParticleLink/AnalysisElectronsAuxDyn.truthParticleLink.m_persIndex": 0.09162500000002183, - "AnalysisElectronsAuxDyn.truthParticleLink/AnalysisElectronsAuxDyn.truthParticleLink.m_persKey": 0.0529070000000047, - "AnalysisElectronsAuxDyn.truthPdgId": 0.12318900000002486, - "AnalysisElectronsAuxDyn.truthType": 0.11739199999999528, - "AnalysisJetsAuxDyn.ActiveArea4vec_eta": 1.2656610000000015, - "AnalysisJetsAuxDyn.ActiveArea4vec_m": 1.1722639999999984, - "AnalysisJetsAuxDyn.ActiveArea4vec_phi": 1.2603270000000037, - "AnalysisJetsAuxDyn.ActiveArea4vec_pt": 1.1586070000000035, - "AnalysisJetsAuxDyn.ConeTruthLabelID": 0.2426849999999945, - "AnalysisJetsAuxDyn.DFCommonJets_QGTagger_NTracks": 0.37504599999999755, - "AnalysisJetsAuxDyn.DFCommonJets_QGTagger_TracksC1": 0.96096, - "AnalysisJetsAuxDyn.DFCommonJets_QGTagger_TracksWidth": 1.0341590000000025, - "AnalysisJetsAuxDyn.DFCommonJets_fJvt": 0.37440099999999177, - "AnalysisJetsAuxDyn.DetectorEta": 1.265271999999996, - "AnalysisJetsAuxDyn.EMFrac": 1.2141419999999954, - "AnalysisJetsAuxDyn.EnergyPerSampling": 8.673862, - "AnalysisJetsAuxDyn.GhostMuonSegmentCount": 0.21068400000000054, - "AnalysisJetsAuxDyn.GhostTrack": 3.0190709999999967, - "AnalysisJetsAuxDyn.HadronConeExclExtendedTruthLabelID": 0.24375999999999465, - "AnalysisJetsAuxDyn.HadronConeExclTruthLabelID": 0.242163000000005, - "AnalysisJetsAuxDyn.JVFCorr": 0.9665449999999964, - "AnalysisJetsAuxDyn.JetConstitScaleMomentum_eta": 1.2667649999999995, - "AnalysisJetsAuxDyn.JetConstitScaleMomentum_m": 1.2342960000000005, - "AnalysisJetsAuxDyn.JetConstitScaleMomentum_phi": 1.2609670000000008, - "AnalysisJetsAuxDyn.JetConstitScaleMomentum_pt": 1.222014999999999, - "AnalysisJetsAuxDyn.NNJvtPass": 0.1491670000000056, - "AnalysisJetsAuxDyn.NumTrkPt1000": 2.0023610000000076, - "AnalysisJetsAuxDyn.NumTrkPt500": 2.732923999999997, - "AnalysisJetsAuxDyn.PSFrac": 0.9519379999999984, - "AnalysisJetsAuxDyn.PartonTruthLabelID": 0.31924000000000774, - "AnalysisJetsAuxDyn.SumPtChargedPFOPt500": 1.6784619999999961, - "AnalysisJetsAuxDyn.SumPtTrkPt500": 8.27568500000001, - "AnalysisJetsAuxDyn.Timing": 1.2799770000000024, - "AnalysisJetsAuxDyn.TrackWidthPt1000": 4.618642999999992, - "AnalysisJetsAuxDyn.Width": 1.2143840000000097, - "AnalysisJetsAuxDyn.btaggingLink": 0.3213790000000003, - "AnalysisJetsAuxDyn.btaggingLink/AnalysisJetsAuxDyn.btaggingLink.m_persIndex": 0.1365690000000015, - "AnalysisJetsAuxDyn.btaggingLink/AnalysisJetsAuxDyn.btaggingLink.m_persKey": 0.0900219999999976, - "AnalysisJetsAuxDyn.eta": 1.264398, - "AnalysisJetsAuxDyn.isJvtHS": 0.19080800000000409, - "AnalysisJetsAuxDyn.m": 1.194972, - "AnalysisJetsAuxDyn.phi": 1.2587350000000015, - "AnalysisJetsAuxDyn.pt": 1.2115909999999985, - "AnalysisLargeRJetsAuxDyn.C2": 0.2499800000000505, - "AnalysisLargeRJetsAuxDyn.D2": 0.24918900000000122, - "AnalysisLargeRJetsAuxDyn.DetectorEta": 0.25989399999991747, - "AnalysisLargeRJetsAuxDyn.ECF1": 0.24965400000007776, - "AnalysisLargeRJetsAuxDyn.ECF2": 0.2552029999999377, - "AnalysisLargeRJetsAuxDyn.ECF3": 0.2593460000000505, - "AnalysisLargeRJetsAuxDyn.GN2Xv01_phbb": 0.25862099999994825, - "AnalysisLargeRJetsAuxDyn.GN2Xv01_phcc": 0.2597369999999728, - "AnalysisLargeRJetsAuxDyn.GN2Xv01_pqcd": 0.25704000000007454, - "AnalysisLargeRJetsAuxDyn.GN2Xv01_ptop": 0.2534689999999955, - "AnalysisLargeRJetsAuxDyn.GhostBHadronsFinalCount": 0.12449600000002192, - "AnalysisLargeRJetsAuxDyn.GhostCHadronsFinalCount": 0.12897699999996348, - "AnalysisLargeRJetsAuxDyn.JetConstitScaleMomentum_eta": 0.2618370000000141, - "AnalysisLargeRJetsAuxDyn.JetConstitScaleMomentum_m": 0.25597000000004755, - "AnalysisLargeRJetsAuxDyn.JetConstitScaleMomentum_phi": 0.261372999999935, - "AnalysisLargeRJetsAuxDyn.JetConstitScaleMomentum_pt": 0.2524200000000292, - "AnalysisLargeRJetsAuxDyn.Parent": 0.21311900000000605, - "AnalysisLargeRJetsAuxDyn.Parent/AnalysisLargeRJetsAuxDyn.Parent.m_persIndex": 0.07217900000000554, - "AnalysisLargeRJetsAuxDyn.Parent/AnalysisLargeRJetsAuxDyn.Parent.m_persKey": 0.05803200000002562, - "AnalysisLargeRJetsAuxDyn.Qw": 0.2516920000000482, - "AnalysisLargeRJetsAuxDyn.R10TruthLabel_R21Precision": 0.13055899999994836, - "AnalysisLargeRJetsAuxDyn.R10TruthLabel_R21Precision_2022v1": 0.13063900000008744, - "AnalysisLargeRJetsAuxDyn.R10TruthLabel_R22v1": 0.12892999999996846, - "AnalysisLargeRJetsAuxDyn.Split12": 0.2546630000000505, - "AnalysisLargeRJetsAuxDyn.Split23": 0.2531339999999318, - "AnalysisLargeRJetsAuxDyn.Tau1_wta": 0.2531099999999924, - "AnalysisLargeRJetsAuxDyn.Tau2_wta": 0.25298099999997703, - "AnalysisLargeRJetsAuxDyn.Tau3_wta": 0.2520889999999554, - "AnalysisLargeRJetsAuxDyn.constituentLinks": 1.6358749999999418, - "AnalysisLargeRJetsAuxDyn.eta": 0.25892899999996644, - "AnalysisLargeRJetsAuxDyn.m": 0.25304000000005544, - "AnalysisLargeRJetsAuxDyn.phi": 0.25846100000001115, - "AnalysisLargeRJetsAuxDyn.pt": 0.24894500000004882, - "AnalysisMuonsAuxDyn.CaloLRLikelihood": 0.10719000000000278, - "AnalysisMuonsAuxDyn.CaloMuonIDTag": 0.12076299999999662, - "AnalysisMuonsAuxDyn.CaloMuonScore": 0.14887699999999882, - "AnalysisMuonsAuxDyn.DFCommonJetDr": 0.2086180000000013, - "AnalysisMuonsAuxDyn.DFCommonMuonPassIDCuts": 0.10884000000000071, - "AnalysisMuonsAuxDyn.DFCommonMuonPassPreselection": 0.10970000000000368, - "AnalysisMuonsAuxDyn.EnergyLoss": 0.19895600000000968, - "AnalysisMuonsAuxDyn.InnerDetectorPt": 0.20784199999999942, - "AnalysisMuonsAuxDyn.MMHits": 0.11529799999999568, - "AnalysisMuonsAuxDyn.MuonSpectrometerPt": 0.20696099999999262, - "AnalysisMuonsAuxDyn.TruthLink": 0.2009040000000084, - "AnalysisMuonsAuxDyn.TruthLink/AnalysisMuonsAuxDyn.TruthLink.m_persIndex": 0.06269299999999589, - "AnalysisMuonsAuxDyn.TruthLink/AnalysisMuonsAuxDyn.TruthLink.m_persKey": 0.0575019999999995, - "AnalysisMuonsAuxDyn.allAuthors": 0.1167209999999983, - "AnalysisMuonsAuxDyn.author": 0.10706299999999658, - "AnalysisMuonsAuxDyn.charge": 0.11609700000001055, - "AnalysisMuonsAuxDyn.clusterLink": 0.19392299999999807, - "AnalysisMuonsAuxDyn.clusterLink/AnalysisMuonsAuxDyn.clusterLink.m_persIndex": 0.06152699999999811, - "AnalysisMuonsAuxDyn.clusterLink/AnalysisMuonsAuxDyn.clusterLink.m_persKey": 0.05102500000000987, - "AnalysisMuonsAuxDyn.combinedTrackOutBoundsPrecisionHits": 0.11005500000000268, - "AnalysisMuonsAuxDyn.combinedTrackParticleLink": 0.19892299999999352, - "AnalysisMuonsAuxDyn.combinedTrackParticleLink/AnalysisMuonsAuxDyn.combinedTrackParticleLink.m_persIndex": 0.06294699999999409, - "AnalysisMuonsAuxDyn.combinedTrackParticleLink/AnalysisMuonsAuxDyn.combinedTrackParticleLink.m_persKey": 0.05396600000000262, - "AnalysisMuonsAuxDyn.energyLossType": 0.11367599999999811, - "AnalysisMuonsAuxDyn.eta": 0.2100070000000045, - "AnalysisMuonsAuxDyn.etaLayer1STGCHits": 0.11702999999999975, - "AnalysisMuonsAuxDyn.etaLayer2STGCHits": 0.11655400000000782, - "AnalysisMuonsAuxDyn.extendedClosePrecisionHits": 0.11136299999999721, - "AnalysisMuonsAuxDyn.extendedLargeHits": 0.11077299999999468, - "AnalysisMuonsAuxDyn.extendedLargeHoles": 0.10792700000000366, - "AnalysisMuonsAuxDyn.extendedOutBoundsPrecisionHits": 0.10935800000000029, - "AnalysisMuonsAuxDyn.extendedSmallHits": 0.11099800000000926, - "AnalysisMuonsAuxDyn.extendedSmallHoles": 0.10792399999999702, - "AnalysisMuonsAuxDyn.extrapolatedMuonSpectrometerTrackParticleLink": 0.20556999999999448, - "AnalysisMuonsAuxDyn.extrapolatedMuonSpectrometerTrackParticleLink/AnalysisMuonsAuxDyn.extrapolatedMuonSpectrometerTrackParticleLink.m_persIndex": 0.06455499999999859, - "AnalysisMuonsAuxDyn.extrapolatedMuonSpectrometerTrackParticleLink/AnalysisMuonsAuxDyn.extrapolatedMuonSpectrometerTrackParticleLink.m_persKey": 0.05739600000001133, - "AnalysisMuonsAuxDyn.inDetTrackParticleLink": 0.2116840000000053, - "AnalysisMuonsAuxDyn.inDetTrackParticleLink/AnalysisMuonsAuxDyn.inDetTrackParticleLink.m_persIndex": 0.07783700000000238, - "AnalysisMuonsAuxDyn.inDetTrackParticleLink/AnalysisMuonsAuxDyn.inDetTrackParticleLink.m_persKey": 0.05205999999999733, - "AnalysisMuonsAuxDyn.innerClosePrecisionHits": 0.1196599999999961, - "AnalysisMuonsAuxDyn.innerLargeHits": 0.12680400000000702, - "AnalysisMuonsAuxDyn.innerLargeHoles": 0.11237400000000264, - "AnalysisMuonsAuxDyn.innerOutBoundsPrecisionHits": 0.10897500000000093, - "AnalysisMuonsAuxDyn.innerSmallHits": 0.12246199999999874, - "AnalysisMuonsAuxDyn.innerSmallHoles": 0.11059299999999439, - "AnalysisMuonsAuxDyn.isEndcapGoodLayers": 0.11444400000000599, - "AnalysisMuonsAuxDyn.isSmallGoodSectors": 0.11417699999999797, - "AnalysisMuonsAuxDyn.middleClosePrecisionHits": 0.1201640000000026, - "AnalysisMuonsAuxDyn.middleLargeHits": 0.12227500000000191, - "AnalysisMuonsAuxDyn.middleLargeHoles": 0.10865899999998874, - "AnalysisMuonsAuxDyn.middleOutBoundsPrecisionHits": 0.10913199999998824, - "AnalysisMuonsAuxDyn.middleSmallHits": 0.11865999999999133, - "AnalysisMuonsAuxDyn.middleSmallHoles": 0.10857300000000691, - "AnalysisMuonsAuxDyn.momentumBalanceSignificance": 0.21437199999999734, - "AnalysisMuonsAuxDyn.msOnlyExtrapolatedMuonSpectrometerTrackParticleLink": 0.21185299999999074, - "AnalysisMuonsAuxDyn.msOnlyExtrapolatedMuonSpectrometerTrackParticleLink/AnalysisMuonsAuxDyn.msOnlyExtrapolatedMuonSpectrometerTrackParticleLink.m_persIndex": 0.06593300000000113, - "AnalysisMuonsAuxDyn.msOnlyExtrapolatedMuonSpectrometerTrackParticleLink/AnalysisMuonsAuxDyn.msOnlyExtrapolatedMuonSpectrometerTrackParticleLink.m_persKey": 0.061370000000010805, - "AnalysisMuonsAuxDyn.muonSegmentLinks": 0.166404, - "AnalysisMuonsAuxDyn.muonSpectrometerTrackParticleLink": 0.2067389999999989, - "AnalysisMuonsAuxDyn.muonSpectrometerTrackParticleLink/AnalysisMuonsAuxDyn.muonSpectrometerTrackParticleLink.m_persIndex": 0.06550799999999413, - "AnalysisMuonsAuxDyn.muonSpectrometerTrackParticleLink/AnalysisMuonsAuxDyn.muonSpectrometerTrackParticleLink.m_persKey": 0.05855900000000247, - "AnalysisMuonsAuxDyn.muonType": 0.1048849999999959, - "AnalysisMuonsAuxDyn.neflowisol20": 0.21135499999999752, - "AnalysisMuonsAuxDyn.neflowisol20_CloseByCorr": 0.21253199999999595, - "AnalysisMuonsAuxDyn.numberOfGoodPrecisionLayers": 0.11729800000000523, - "AnalysisMuonsAuxDyn.numberOfPrecisionHoleLayers": 0.11066099999999324, - "AnalysisMuonsAuxDyn.numberOfPrecisionLayers": 0.11660600000000443, - "AnalysisMuonsAuxDyn.outerClosePrecisionHits": 0.11851299999999299, - "AnalysisMuonsAuxDyn.outerLargeHits": 0.12126100000000406, - "AnalysisMuonsAuxDyn.outerLargeHoles": 0.10819899999999905, - "AnalysisMuonsAuxDyn.outerOutBoundsPrecisionHits": 0.10897000000001356, - "AnalysisMuonsAuxDyn.outerSmallHits": 0.11786499999999478, - "AnalysisMuonsAuxDyn.outerSmallHoles": 0.10809800000001246, - "AnalysisMuonsAuxDyn.phi": 0.2099629999999877, - "AnalysisMuonsAuxDyn.phiLayer1STGCHits": 0.11710300000000018, - "AnalysisMuonsAuxDyn.phiLayer2STGCHits": 0.11676299999999173, - "AnalysisMuonsAuxDyn.pt": 0.20583999999999492, - "AnalysisMuonsAuxDyn.ptcone20": 0.16466400000000192, - "AnalysisMuonsAuxDyn.ptcone20_Nonprompt_All_MaxWeightTTVA_pt1000": 0.16937300000000732, - "AnalysisMuonsAuxDyn.ptcone20_Nonprompt_All_MaxWeightTTVA_pt500": 0.1761979999999994, - "AnalysisMuonsAuxDyn.ptcone30": 0.17364999999999498, - "AnalysisMuonsAuxDyn.ptcone40": 0.18111499999999126, - "AnalysisMuonsAuxDyn.ptvarcone20": 0.16414899999999477, - "AnalysisMuonsAuxDyn.ptvarcone30": 0.17087000000000785, - "AnalysisMuonsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVA_pt1000": 0.17516200000000026, - "AnalysisMuonsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVA_pt1000_CloseByCorr": 0.1762899999999945, - "AnalysisMuonsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVA_pt500": 0.18327900000001307, - "AnalysisMuonsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVA_pt500_CloseByCorr": 0.18432500000000118, - "AnalysisMuonsAuxDyn.ptvarcone40": 0.17461799999999528, - "AnalysisMuonsAuxDyn.quality": 0.1100630000000109, - "AnalysisMuonsAuxDyn.scatteringCurvatureSignificance": 0.21277299999999855, - "AnalysisMuonsAuxDyn.scatteringNeighbourSignificance": 0.2125209999999953, - "AnalysisMuonsAuxDyn.segmentDeltaEta": 0.11710499999999513, - "AnalysisMuonsAuxDyn.spectrometerFieldIntegral": 0.20043900000000292, - "AnalysisMuonsAuxDyn.topoetcone20": 0.21233200000000352, - "AnalysisMuonsAuxDyn.topoetcone20_CloseByCorr": 0.2138259999999974, - "AnalysisMuonsAuxDyn.topoetcone30": 0.21227500000000532, - "AnalysisMuonsAuxDyn.topoetcone40": 0.2121919999999875, - "AnalysisMuonsAuxDyn.truthOrigin": 0.12097500000000139, - "AnalysisMuonsAuxDyn.truthParticleLink": 0.20144799999999918, - "AnalysisMuonsAuxDyn.truthParticleLink/AnalysisMuonsAuxDyn.truthParticleLink.m_persIndex": 0.06299300000000585, - "AnalysisMuonsAuxDyn.truthParticleLink/AnalysisMuonsAuxDyn.truthParticleLink.m_persKey": 0.05707400000000007, - "AnalysisMuonsAuxDyn.truthType": 0.11593200000000081, - "AnalysisPhotonsAuxDyn.DFCommonPhotonsCleaning": 0.12365199999999277, - "AnalysisPhotonsAuxDyn.DFCommonPhotonsCleaningNoTime": 0.12444500000000858, - "AnalysisPhotonsAuxDyn.DFCommonPhotonsIsEMLoose": 0.13255499999999643, - "AnalysisPhotonsAuxDyn.DFCommonPhotonsIsEMTight": 0.1374840000000006, - "AnalysisPhotonsAuxDyn.DFCommonPhotonsIsEMTightIsEMValue": 0.22999699999999734, - "AnalysisPhotonsAuxDyn.OQ": 0.16795199999998545, - "AnalysisPhotonsAuxDyn.TruthLink": 0.26956999999998743, - "AnalysisPhotonsAuxDyn.TruthLink/AnalysisPhotonsAuxDyn.TruthLink.m_persIndex": 0.09129500000000235, - "AnalysisPhotonsAuxDyn.TruthLink/AnalysisPhotonsAuxDyn.TruthLink.m_persKey": 0.09089900000000739, - "AnalysisPhotonsAuxDyn.ambiguityLink": 0.29740199999999106, - "AnalysisPhotonsAuxDyn.ambiguityLink/AnalysisPhotonsAuxDyn.ambiguityLink.m_persIndex": 0.1127999999999929, - "AnalysisPhotonsAuxDyn.ambiguityLink/AnalysisPhotonsAuxDyn.ambiguityLink.m_persKey": 0.0968950000000035, - "AnalysisPhotonsAuxDyn.author": 0.13669699999999807, - "AnalysisPhotonsAuxDyn.caloClusterLinks": 0.16697500000000787, - "AnalysisPhotonsAuxDyn.eta": 0.44175200000000814, - "AnalysisPhotonsAuxDyn.f1": 0.42808500000001004, - "AnalysisPhotonsAuxDyn.m": 0.12446899999999061, - "AnalysisPhotonsAuxDyn.phi": 0.44067900000000293, - "AnalysisPhotonsAuxDyn.pt": 0.42439600000000155, - "AnalysisPhotonsAuxDyn.ptcone20": 0.2524530000000027, - "AnalysisPhotonsAuxDyn.ptcone20_CloseByCorr": 0.2523180000000025, - "AnalysisPhotonsAuxDyn.topoetcone20": 0.44358699999999374, - "AnalysisPhotonsAuxDyn.topoetcone20_CloseByCorr": 0.4467470000000162, - "AnalysisPhotonsAuxDyn.topoetcone20ptCorrection": 0.4187610000000177, - "AnalysisPhotonsAuxDyn.topoetcone40": 0.44452900000000284, - "AnalysisPhotonsAuxDyn.topoetcone40_CloseByCorr": 0.4455910000000074, - "AnalysisPhotonsAuxDyn.topoetcone40ptCorrection": 0.41890200000000277, - "AnalysisPhotonsAuxDyn.truthOrigin": 0.1569510000000207, - "AnalysisPhotonsAuxDyn.truthParticleLink": 0.36993400000000065, - "AnalysisPhotonsAuxDyn.truthParticleLink/AnalysisPhotonsAuxDyn.truthParticleLink.m_persIndex": 0.17980999999997493, - "AnalysisPhotonsAuxDyn.truthParticleLink/AnalysisPhotonsAuxDyn.truthParticleLink.m_persKey": 0.10212599999999838, - "AnalysisPhotonsAuxDyn.truthType": 0.15939599999998677, - "AnalysisPhotonsAuxDyn.vertexLinks": 0.14559499999998593, - "AnalysisSiHitElectronsAuxDyn.DFCommonElectronsLHVeryLoose": 0.12251699999998777, - "AnalysisSiHitElectronsAuxDyn.OQ": 0.1720250000000192, - "AnalysisSiHitElectronsAuxDyn.author": 0.14297099999998863, - "AnalysisSiHitElectronsAuxDyn.charge": 0.15287600000002044, - "AnalysisSiHitElectronsAuxDyn.clEta": 0.47541900000001647, - "AnalysisSiHitElectronsAuxDyn.clPhi": 0.47504599999999186, - "AnalysisSiHitElectronsAuxDyn.d0Normalized": 0.46929499999998825, - "AnalysisSiHitElectronsAuxDyn.eta": 0.47107900000000313, - "AnalysisSiHitElectronsAuxDyn.firstEgMotherTruthOrigin": 0.13679999999999382, - "AnalysisSiHitElectronsAuxDyn.firstEgMotherTruthType": 0.13586000000000809, - "AnalysisSiHitElectronsAuxDyn.m": 0.12213399999998842, - "AnalysisSiHitElectronsAuxDyn.nInnerExpPix": 0.1415839999999946, - "AnalysisSiHitElectronsAuxDyn.phi": 0.4707520000000045, - "AnalysisSiHitElectronsAuxDyn.pt": 0.4621919999999875, - "AnalysisSiHitElectronsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVALooseCone_pt1000_CloseByCorr": 0.412540000000007, - "AnalysisSiHitElectronsAuxDyn.topoetcone20_CloseByCorr": 0.47764399999999796, - "AnalysisSiHitElectronsAuxDyn.truthOrigin": 0.14828099999999722, - "AnalysisSiHitElectronsAuxDyn.truthType": 0.15833799999998632, - "AnalysisSiHitElectronsAuxDyn.z0stheta": 0.4828290000000095, - "AnalysisTauJetsAuxDyn.EleRNNLoose_v1": 0.12216200000000299, - "AnalysisTauJetsAuxDyn.EleRNNMedium_v1": 0.1234349999999722, - "AnalysisTauJetsAuxDyn.EleRNNTight_v1": 0.12371300000006613, - "AnalysisTauJetsAuxDyn.IsTruthMatched": 0.122983999999974, - "AnalysisTauJetsAuxDyn.JetDeepSetLoose": 0.12075500000003103, - "AnalysisTauJetsAuxDyn.JetDeepSetMedium": 0.11958799999990788, - "AnalysisTauJetsAuxDyn.JetDeepSetScore": 0.29563200000006873, - "AnalysisTauJetsAuxDyn.JetDeepSetScoreTrans": 0.28435400000000755, - "AnalysisTauJetsAuxDyn.JetDeepSetTight": 0.11811399999999139, - "AnalysisTauJetsAuxDyn.JetDeepSetVeryLoose": 0.12320799999997689, - "AnalysisTauJetsAuxDyn.NNDecayMode": 0.13910600000008344, - "AnalysisTauJetsAuxDyn.PanTau_DecayMode": 0.1413390000000163, - "AnalysisTauJetsAuxDyn.RNNEleScore": 0.2702269999999771, - "AnalysisTauJetsAuxDyn.RNNEleScoreSigTrans_v1": 0.28653399999996054, - "AnalysisTauJetsAuxDyn.RNNJetScore": 0.2941080000000511, - "AnalysisTauJetsAuxDyn.RNNJetScoreSigTrans": 0.2859559999999419, - "AnalysisTauJetsAuxDyn.charge": 0.12848399999995763, - "AnalysisTauJetsAuxDyn.eta": 0.29231800000002295, - "AnalysisTauJetsAuxDyn.etaFinalCalib": 0.2935489999999845, - "AnalysisTauJetsAuxDyn.etaTauEnergyScale": 0.2940320000000156, - "AnalysisTauJetsAuxDyn.isTauFlags": 0.1363979999999856, - "AnalysisTauJetsAuxDyn.m": 0.11168300000008458, - "AnalysisTauJetsAuxDyn.phi": 0.29169499999989057, - "AnalysisTauJetsAuxDyn.pt": 0.28133500000001277, - "AnalysisTauJetsAuxDyn.ptFinalCalib": 0.2825639999999794, - "AnalysisTauJetsAuxDyn.ptTauEnergyScale": 0.28555600000004233, - "AnalysisTauJetsAuxDyn.tauTrackLinks": 0.5104019999999991, - "AnalysisTauJetsAuxDyn.truthJetLink": 0.2622549999999819, - "AnalysisTauJetsAuxDyn.truthJetLink/AnalysisTauJetsAuxDyn.truthJetLink.m_persIndex": 0.09761700000001383, - "AnalysisTauJetsAuxDyn.truthJetLink/AnalysisTauJetsAuxDyn.truthJetLink.m_persKey": 0.08169899999995778, - "AnalysisTauJetsAuxDyn.truthParticleLink": 0.26710000000002765, - "AnalysisTauJetsAuxDyn.truthParticleLink/AnalysisTauJetsAuxDyn.truthParticleLink.m_persIndex": 0.09215900000003785, - "AnalysisTauJetsAuxDyn.truthParticleLink/AnalysisTauJetsAuxDyn.truthParticleLink.m_persKey": 0.09100899999998546, - "AnalysisTauJetsAuxDyn.vertexLink": 0.22485699999992903, - "AnalysisTauJetsAuxDyn.vertexLink/AnalysisTauJetsAuxDyn.vertexLink.m_persIndex": 0.07465799999999945, - "AnalysisTauJetsAuxDyn.vertexLink/AnalysisTauJetsAuxDyn.vertexLink.m_persKey": 0.06728500000008353, - "AntiKt10TruthSoftDropBeta100Zcut10JetsAux./AntiKt10TruthSoftDropBeta100Zcut10JetsAux.constituentLinks": 6.679190999999999, - "AntiKt10TruthSoftDropBeta100Zcut10JetsAux./AntiKt10TruthSoftDropBeta100Zcut10JetsAux.constituentWeights": 0.5075199999999995, - "AntiKt10TruthSoftDropBeta100Zcut10JetsAux./AntiKt10TruthSoftDropBeta100Zcut10JetsAux.eta": 0.49091800000000063, - "AntiKt10TruthSoftDropBeta100Zcut10JetsAux./AntiKt10TruthSoftDropBeta100Zcut10JetsAux.m": 0.47860899999999873, - "AntiKt10TruthSoftDropBeta100Zcut10JetsAux./AntiKt10TruthSoftDropBeta100Zcut10JetsAux.phi": 0.48944400000000243, - "AntiKt10TruthSoftDropBeta100Zcut10JetsAux./AntiKt10TruthSoftDropBeta100Zcut10JetsAux.pt": 4.2938019999999995, - "AntiKt10TruthSoftDropBeta100Zcut10JetsAuxDyn.D2": 0.47567000000000803, - "AntiKt10TruthSoftDropBeta100Zcut10JetsAuxDyn.Tau1_wta": 0.48360199999999054, - "AntiKt10TruthSoftDropBeta100Zcut10JetsAuxDyn.Tau2_wta": 0.4832770000000153, - "AntiKt10TruthSoftDropBeta100Zcut10JetsAuxDyn.Tau3_wta": 0.48334299999999075, - "AntiKt10UFOCSSKJetsAux./AntiKt10UFOCSSKJetsAux.constituentLinks": 2.995930999999999, - "AntiKt10UFOCSSKJetsAux./AntiKt10UFOCSSKJetsAux.constituentWeights": 0.39202900000000085, - "AntiKt10UFOCSSKJetsAux./AntiKt10UFOCSSKJetsAux.eta": 0.42228099999999813, - "AntiKt10UFOCSSKJetsAux./AntiKt10UFOCSSKJetsAux.m": 0.4067399999999992, - "AntiKt10UFOCSSKJetsAux./AntiKt10UFOCSSKJetsAux.phi": 0.42114500000000277, - "AntiKt10UFOCSSKJetsAux./AntiKt10UFOCSSKJetsAux.pt": 0.4034760000000013, - "AntiKt10UFOCSSKJetsAuxDyn.GhostAntiKtVR30Rmax4Rmin02PV0TrackJets": 0.3443719999999928, - "AntiKt4TruthDressedWZJetsAux./AntiKt4TruthDressedWZJetsAux.constituentLinks": 9.654519, - "AntiKt4TruthDressedWZJetsAux./AntiKt4TruthDressedWZJetsAux.constituentWeights": 0.9034069999999943, - "AntiKt4TruthDressedWZJetsAux./AntiKt4TruthDressedWZJetsAux.eta": 1.5397010000000009, - "AntiKt4TruthDressedWZJetsAux./AntiKt4TruthDressedWZJetsAux.m": 1.485235000000003, - "AntiKt4TruthDressedWZJetsAux./AntiKt4TruthDressedWZJetsAux.phi": 1.5329639999999998, - "AntiKt4TruthDressedWZJetsAux./AntiKt4TruthDressedWZJetsAux.pt": 1.497799999999998, - "AntiKt4TruthDressedWZJetsAuxDyn.ConeTruthLabelID": 0.2657920000000047, - "AntiKt4TruthDressedWZJetsAuxDyn.GhostBHadronsFinalCount": 0.2254310000000146, - "AntiKt4TruthDressedWZJetsAuxDyn.GhostCHadronsFinalCount": 0.2519880000000114, - "AntiKt4TruthDressedWZJetsAuxDyn.HadronConeExclTruthLabelID": 0.26351099999999406, - "AntiKt4TruthDressedWZJetsAuxDyn.PartonTruthLabelID": 0.35763299999999276, - "AntiKt4TruthDressedWZJetsAuxDyn.TrueFlavor": 0.37139700000000175, - "BTagging_AntiKt4EMPFlowAuxDyn.DL1dv01_pb": 1.2389499999999884, - "BTagging_AntiKt4EMPFlowAuxDyn.DL1dv01_pc": 1.2300710000000095, - "BTagging_AntiKt4EMPFlowAuxDyn.DL1dv01_pu": 1.2284919999999886, - "BTagging_AntiKt4EMPFlowAuxDyn.GN2v00_pb": 1.0560110000000122, - "BTagging_AntiKt4EMPFlowAuxDyn.GN2v00_pc": 1.0674750000000017, - "BTagging_AntiKt4EMPFlowAuxDyn.GN2v00_pu": 1.0587569999999857, - "BTagging_AntiKtVR30Rmax4Rmin02TrackAuxDyn.DL1dv01_pb": 1.0610109999999793, - "BTagging_AntiKtVR30Rmax4Rmin02TrackAuxDyn.DL1dv01_pc": 1.0428940000000182, - "BTagging_AntiKtVR30Rmax4Rmin02TrackAuxDyn.DL1dv01_pu": 1.057738999999998, - "BTagging_AntiKtVR30Rmax4Rmin02TrackAuxDyn.GN2v00_pb": 1.0644729999999925, - "BTagging_AntiKtVR30Rmax4Rmin02TrackAuxDyn.GN2v00_pc": 1.058365000000009, - "BTagging_AntiKtVR30Rmax4Rmin02TrackAuxDyn.GN2v00_pu": 1.0623779999999954, - "BornLeptonsAuxDyn.Classification": 0.10862099999999941, - "BornLeptonsAuxDyn.barcode": 0.2224390000000085, - "BornLeptonsAuxDyn.classifierParticleOrigin": 0.11322499999999991, - "BornLeptonsAuxDyn.classifierParticleOutCome": 0.11279400000000805, - "BornLeptonsAuxDyn.classifierParticleType": 0.11347399999999652, - "BornLeptonsAuxDyn.decayVtxLink": 0.3331990000000076, - "BornLeptonsAuxDyn.decayVtxLink/BornLeptonsAuxDyn.decayVtxLink.m_persIndex": 0.1654139999999984, - "BornLeptonsAuxDyn.decayVtxLink/BornLeptonsAuxDyn.decayVtxLink.m_persKey": 0.09322299999999473, - "BornLeptonsAuxDyn.dressedPhoton": 0.09790200000000482, - "BornLeptonsAuxDyn.e": 0.31918600000000197, - "BornLeptonsAuxDyn.m": 0.1112760000000037, - "BornLeptonsAuxDyn.pdgId": 0.12546999999997865, - "BornLeptonsAuxDyn.polarizationPhi": 0.09877699999998413, - "BornLeptonsAuxDyn.polarizationTheta": 0.09907400000000166, - "BornLeptonsAuxDyn.prodVtxLink": 0.3035020000000088, - "BornLeptonsAuxDyn.prodVtxLink/BornLeptonsAuxDyn.prodVtxLink.m_persIndex": 0.15197200000000066, - "BornLeptonsAuxDyn.prodVtxLink/BornLeptonsAuxDyn.prodVtxLink.m_persKey": 0.07683299999999349, - "BornLeptonsAuxDyn.px": 0.32730399999999804, - "BornLeptonsAuxDyn.py": 0.3275000000000148, - "BornLeptonsAuxDyn.pz": 0.32957700000000045, - "BornLeptonsAuxDyn.status": 0.10663999999999874, - "BornLeptonsAuxDyn.unusedPhotonDecoration": 0.09909500000000548, - "BunchConfKey": 0.06960800000000233, - "CombinedMuonTrackParticlesAuxDyn.chiSquared": 0.3762839999999983, - "CombinedMuonTrackParticlesAuxDyn.d0": 0.38762599999998315, - "CombinedMuonTrackParticlesAuxDyn.definingParametersCovMatrixDiag": 1.335296999999997, - "CombinedMuonTrackParticlesAuxDyn.definingParametersCovMatrixOffDiag": 2.5225980000000163, - "CombinedMuonTrackParticlesAuxDyn.numberDoF": 0.23340100000001485, - "CombinedMuonTrackParticlesAuxDyn.numberOfPixelDeadSensors": 0.13150999999999158, - "CombinedMuonTrackParticlesAuxDyn.numberOfPixelHits": 0.15620000000001255, - "CombinedMuonTrackParticlesAuxDyn.numberOfPixelHoles": 0.12327700000000164, - "CombinedMuonTrackParticlesAuxDyn.numberOfSCTDeadSensors": 0.12843100000000618, - "CombinedMuonTrackParticlesAuxDyn.numberOfSCTHits": 0.16228499999999713, - "CombinedMuonTrackParticlesAuxDyn.numberOfSCTHoles": 0.1338360000000023, - "CombinedMuonTrackParticlesAuxDyn.numberOfTRTHits": 0.173860000000019, - "CombinedMuonTrackParticlesAuxDyn.numberOfTRTOutliers": 0.1521669999999915, - "CombinedMuonTrackParticlesAuxDyn.phi": 0.3805109999999843, - "CombinedMuonTrackParticlesAuxDyn.qOverP": 0.38125199999998927, - "CombinedMuonTrackParticlesAuxDyn.theta": 0.37037099999997736, - "CombinedMuonTrackParticlesAuxDyn.truthOrigin": 0.1524949999999876, - "CombinedMuonTrackParticlesAuxDyn.truthType": 0.146679000000006, - "CombinedMuonTrackParticlesAuxDyn.vz": 0.12130700000000161, - "CombinedMuonTrackParticlesAuxDyn.z0": 0.382093000000026, - "EventInfoAuxDyn.DFCommonJets_BCIDDistanceFromFront": 0.05510200000000509, - "EventInfoAuxDyn.DFCommonJets_BCIDDistanceTail": 0.05558800000000019, - "EventInfoAuxDyn.DFCommonJets_BCIDGapAfterTrain": 0.03394700000001194, - "EventInfoAuxDyn.DFCommonJets_BCIDGapAfterTrainMinus12": 0.03706099999999424, - "EventInfoAuxDyn.DFCommonJets_BCIDGapBeforeTrain": 0.03383199999998965, - "EventInfoAuxDyn.DFCommonJets_BCIDGapBeforeTrainMinus12": 0.037550000000010186, - "EventInfoAuxDyn.DFCommonJets_BCIDType": 0.03669099999999048, - "EventInfoAuxDyn.DFCommonJets_BCIDTypeMinus12": 0.038250000000005, - "EventInfoAuxDyn.DFCommonJets_eventClean_LooseBad": 0.010335999999995238, - "EventInfoAuxDyn.DFCommonJets_eventClean_LooseBadLLP": 0.017582000000004427, - "EventInfoAuxDyn.DFCommonJets_isBadBatman": 0.00927599999999984, - "EventInfoAuxDyn.GenFiltFatJ": 0.13101200000002677, - "EventInfoAuxDyn.GenFiltHT": 0.13035800000000108, - "EventInfoAuxDyn.GenFiltHTinclNu": 0.1307960000000037, - "EventInfoAuxDyn.GenFiltMET": 0.13164399999999432, - "EventInfoAuxDyn.GenFiltPTZ": 0.03817300000000046, - "EventInfoAuxDyn.HTXS_prodMode": 0.020597999999978356, - "EventInfoAuxDyn.PileupWeight_NOSYS": 0.02709000000001538, - "EventInfoAuxDyn.RandomRunNumber": 0.0741299999999967, - "EventInfoAuxDyn.actualInteractionsPerCrossing": 0.025113000000004604, - "EventInfoAuxDyn.averageInteractionsPerCrossing": 0.025253999999989674, - "EventInfoAuxDyn.bcid": 0.09082699999999022, - "EventInfoAuxDyn.beamPosSigmaX": 0.020904000000001588, - "EventInfoAuxDyn.beamPosSigmaXY": 0.020752999999984922, - "EventInfoAuxDyn.beamPosSigmaY": 0.020904000000001588, - "EventInfoAuxDyn.beamPosSigmaZ": 0.021298000000001593, - "EventInfoAuxDyn.beamPosX": 0.020416000000011536, - "EventInfoAuxDyn.beamPosY": 0.020415999999983114, - "EventInfoAuxDyn.beamPosZ": 0.020102000000008502, - "EventInfoAuxDyn.beamStatus": 0.020025000000003956, - "EventInfoAuxDyn.beamTiltXZ": 0.020025000000003956, - "EventInfoAuxDyn.beamTiltYZ": 0.020025000000003956, - "EventInfoAuxDyn.coreFlags": 0.020129999999994652, - "EventInfoAuxDyn.detDescrTags": 0.22479999999998768, - "EventInfoAuxDyn.detDescrTags/EventInfoAuxDyn.detDescrTags.first": 0.07922800000000052, - "EventInfoAuxDyn.detDescrTags/EventInfoAuxDyn.detDescrTags.second": 0.07926400000002332, - "EventInfoAuxDyn.eventNumber": 0.07279199999999264, - "EventInfoAuxDyn.eventTypeBitmask": 0.02081899999998882, - "EventInfoAuxDyn.forwardDetFlags": 0.020634999999998627, - "EventInfoAuxDyn.larFlags": 0.021205000000009022, - "EventInfoAuxDyn.lumiBlock": 0.025193000000001575, - "EventInfoAuxDyn.lumiFlags": 0.020130000000023074, - "EventInfoAuxDyn.mcChannelNumber": 0.020936999999975114, - "EventInfoAuxDyn.mcEventNumber": 0.07039700000001403, - "EventInfoAuxDyn.mcEventWeights": 16.233499999999992, - "EventInfoAuxDyn.muonFlags": 0.020129999999994652, - "EventInfoAuxDyn.pileUpMixtureIDHighBits": 0.2647079999999846, - "EventInfoAuxDyn.pileUpMixtureIDLowBits": 0.26518500000000245, - "EventInfoAuxDyn.pixelFlags": 0.020025000000003956, - "EventInfoAuxDyn.runNumber": 0.02044100000000526, - "EventInfoAuxDyn.sctFlags": 0.020102000000008502, - "EventInfoAuxDyn.tileFlags": 0.021614999999997053, - "EventInfoAuxDyn.timeStamp": 0.025652999999977055, - "EventInfoAuxDyn.timeStampNSOffset": 0.020671000000021422, - "EventInfoAuxDyn.trtFlags": 0.02010199999998008, - "ExtrapolatedMuonTrackParticlesAuxDyn.d0": 0.30729900000000043, - "ExtrapolatedMuonTrackParticlesAuxDyn.definingParametersCovMatrixDiag": 0.9697380000000067, - "ExtrapolatedMuonTrackParticlesAuxDyn.definingParametersCovMatrixOffDiag": 1.7808650000000057, - "ExtrapolatedMuonTrackParticlesAuxDyn.phi": 0.30000799999999117, - "ExtrapolatedMuonTrackParticlesAuxDyn.qOverP": 0.30228599999998096, - "ExtrapolatedMuonTrackParticlesAuxDyn.theta": 0.2926949999999806, - "ExtrapolatedMuonTrackParticlesAuxDyn.truthOrigin": 0.14208500000000868, - "ExtrapolatedMuonTrackParticlesAuxDyn.truthType": 0.13631200000000376, - "ExtrapolatedMuonTrackParticlesAuxDyn.vz": 0.11572400000000016, - "ExtrapolatedMuonTrackParticlesAuxDyn.z0": 0.30270900000002143, - "FourLeptonVerticesAuxDyn.chiSquared": 0.08336800000006406, - "FourLeptonVerticesAuxDyn.numberDoF": 0.08324999999990723, - "FourLeptonVerticesAuxDyn.trackParticleLinks": 0.0858979999999292, - "FourLeptonVerticesAuxDyn.vertexType": 0.08314399999994748, - "FourLeptonVerticesAuxDyn.x": 0.08251300000006268, - "FourLeptonVerticesAuxDyn.y": 0.08251199999995151, - "FourLeptonVerticesAuxDyn.z": 0.0825160000000551, - "GSFConversionVerticesAuxDyn.minRfirstHit": 0.1032549999999901, - "GSFConversionVerticesAuxDyn.neutralParticleLinks": 0.09519699999998466, - "GSFConversionVerticesAuxDyn.pt1": 0.10294800000008308, - "GSFConversionVerticesAuxDyn.pt2": 0.10293400000000474, - "GSFConversionVerticesAuxDyn.px": 0.10972199999991972, - "GSFConversionVerticesAuxDyn.py": 0.10972900000001573, - "GSFConversionVerticesAuxDyn.pz": 0.10992499999997563, - "GSFConversionVerticesAuxDyn.trackParticleLinks": 0.10596500000008291, - "GSFConversionVerticesAuxDyn.x": 0.10959900000000289, - "GSFConversionVerticesAuxDyn.y": 0.10955200000000787, - "GSFConversionVerticesAuxDyn.z": 0.10960000000000036, - "GSFTrackParticlesAuxDyn.chiSquared": 0.20796599999994214, - "GSFTrackParticlesAuxDyn.d0": 0.21667100000001938, - "GSFTrackParticlesAuxDyn.expectInnermostPixelLayerHit": 0.11298999999996795, - "GSFTrackParticlesAuxDyn.expectNextToInnermostPixelLayerHit": 0.11461700000006658, - "GSFTrackParticlesAuxDyn.numberOfInnermostPixelLayerHits": 0.11669300000005478, - "GSFTrackParticlesAuxDyn.numberOfNextToInnermostPixelLayerHits": 0.11817099999996117, - "GSFTrackParticlesAuxDyn.numberOfPixelHits": 0.12339499999995951, - "GSFTrackParticlesAuxDyn.numberOfSCTHits": 0.1251720000000205, - "GSFTrackParticlesAuxDyn.originalTrackParticle": 0.21461099999999078, - "GSFTrackParticlesAuxDyn.originalTrackParticle/GSFTrackParticlesAuxDyn.originalTrackParticle.m_persIndex": 0.0732220000001007, - "GSFTrackParticlesAuxDyn.originalTrackParticle/GSFTrackParticlesAuxDyn.originalTrackParticle.m_persKey": 0.059095999999954074, - "GSFTrackParticlesAuxDyn.phi": 1.824899999999957, - "GSFTrackParticlesAuxDyn.qOverP": 0.2158399999999574, - "GSFTrackParticlesAuxDyn.theta": 0.2097400000000107, - "GSFTrackParticlesAuxDyn.vz": 0.10725300000001425, - "GSFTrackParticlesAuxDyn.z0": 0.2141589999999951, - "HLTNav_RepackedFeatures_METAuxDyn.ex": 5.000848000000019, - "HLTNav_RepackedFeatures_METAuxDyn.ey": 0.17672399999992194, - "HLTNav_RepackedFeatures_METAuxDyn.ez": 0.17762000000004718, - "HLTNav_RepackedFeatures_METAuxDyn.flag": 0.10385700000006182, - "HLTNav_RepackedFeatures_METAuxDyn.nameOfComponent": 0.13144499999998516, - "HLTNav_RepackedFeatures_METAuxDyn.roiWord": 0.10187999999993735, - "HLTNav_RepackedFeatures_METAuxDyn.sumE": 0.17585299999996096, - "HLTNav_RepackedFeatures_METAuxDyn.sumEt": 0.17475400000000718, - "HLTNav_RepackedFeatures_ParticleAuxDyn.charge": 0.24316899999999464, - "HLTNav_RepackedFeatures_ParticleAuxDyn.e": 4.099534000000006, - "HLTNav_RepackedFeatures_ParticleAuxDyn.pdgId": 0.24296799999999052, - "HLTNav_RepackedFeatures_ParticleAuxDyn.px": 4.186745000000002, - "HLTNav_RepackedFeatures_ParticleAuxDyn.py": 4.187568999999996, - "HLTNav_RepackedFeatures_ParticleAuxDyn.pz": 4.21726000000001, - "HLTNav_Summary_DAODSlimmedAuxDyn.decisions": 93.01339900000002, - "HLTNav_Summary_DAODSlimmedAuxDyn.linkColClids": 2.492947000000015, - "HLTNav_Summary_DAODSlimmedAuxDyn.linkColIndices": 11.422145, - "HLTNav_Summary_DAODSlimmedAuxDyn.linkColKeys": 2.775263999999993, - "HLTNav_Summary_DAODSlimmedAuxDyn.linkColNames": 2.750864999999976, - "HLTNav_Summary_DAODSlimmedAuxDyn.name": 1.035537000000005, - "HardScatterParticlesAuxDyn.barcode": 0.502523999999994, - "HardScatterParticlesAuxDyn.classifierParticleOrigin": 0.18860599999999295, - "HardScatterParticlesAuxDyn.classifierParticleOutCome": 0.18992800000000898, - "HardScatterParticlesAuxDyn.classifierParticleType": 0.19969800000001214, - "HardScatterParticlesAuxDyn.decayVtxLink": 0.40388300000000754, - "HardScatterParticlesAuxDyn.decayVtxLink/HardScatterParticlesAuxDyn.decayVtxLink.m_persIndex": 0.19199700000001485, - "HardScatterParticlesAuxDyn.decayVtxLink/HardScatterParticlesAuxDyn.decayVtxLink.m_persKey": 0.10894899999999552, - "HardScatterParticlesAuxDyn.e": 2.995381000000009, - "HardScatterParticlesAuxDyn.m": 0.3197129999999788, - "HardScatterParticlesAuxDyn.pdgId": 0.48762699999997494, - "HardScatterParticlesAuxDyn.prodVtxLink": 0.45639899999997624, - "HardScatterParticlesAuxDyn.prodVtxLink/HardScatterParticlesAuxDyn.prodVtxLink.m_persIndex": 0.1920329999999808, - "HardScatterParticlesAuxDyn.prodVtxLink/HardScatterParticlesAuxDyn.prodVtxLink.m_persKey": 0.16227600000001985, - "HardScatterParticlesAuxDyn.px": 2.4426840000000425, - "HardScatterParticlesAuxDyn.py": 2.4498859999999922, - "HardScatterParticlesAuxDyn.pz": 3.017400000000009, - "HardScatterParticlesAuxDyn.status": 0.3979439999999954, - "HardScatterVerticesAuxDyn.barcode": 0.4771250000000009, - "HardScatterVerticesAuxDyn.id": 0.19087400000000798, - "HardScatterVerticesAuxDyn.incomingParticleLinks": 0.43479500000000826, - "HardScatterVerticesAuxDyn.outgoingParticleLinks": 0.48301399999996875, - "HardScatterVerticesAuxDyn.t": 0.21683899999999312, - "HardScatterVerticesAuxDyn.x": 0.35143099999999095, - "HardScatterVerticesAuxDyn.y": 0.35137800000001107, - "HardScatterVerticesAuxDyn.z": 0.37147700000002715, - "InDetTrackParticlesAuxDyn.TTVA_AMVFVertices": 0.7738590000000158, - "InDetTrackParticlesAuxDyn.TTVA_AMVFWeights": 2.6268249999999966, - "InDetTrackParticlesAuxDyn.chiSquared": 2.965535999999986, - "InDetTrackParticlesAuxDyn.d0": 3.137381000000005, - "InDetTrackParticlesAuxDyn.definingParametersCovMatrixDiag": 15.171210999999971, - "InDetTrackParticlesAuxDyn.definingParametersCovMatrixOffDiag": 29.98000300000001, - "InDetTrackParticlesAuxDyn.numberDoF": 1.0341880000000288, - "InDetTrackParticlesAuxDyn.numberOfInnermostPixelLayerHits": 0.2748589999999922, - "InDetTrackParticlesAuxDyn.numberOfPixelDeadSensors": 0.29522700000001123, - "InDetTrackParticlesAuxDyn.numberOfPixelHits": 0.4034730000000195, - "InDetTrackParticlesAuxDyn.numberOfPixelHoles": 0.20330200000000787, - "InDetTrackParticlesAuxDyn.numberOfPixelSharedHits": 0.21761299999997163, - "InDetTrackParticlesAuxDyn.numberOfSCTDeadSensors": 0.2585740000000101, - "InDetTrackParticlesAuxDyn.numberOfSCTHits": 0.47911899999996876, - "InDetTrackParticlesAuxDyn.numberOfSCTHoles": 0.2680480000000216, - "InDetTrackParticlesAuxDyn.numberOfSCTSharedHits": 0.29311799999999266, - "InDetTrackParticlesAuxDyn.numberOfTRTHits": 0.6653169999999591, - "InDetTrackParticlesAuxDyn.numberOfTRTOutliers": 0.5277619999999956, - "InDetTrackParticlesAuxDyn.phi": 3.071655000000021, - "InDetTrackParticlesAuxDyn.qOverP": 3.0977589999999964, - "InDetTrackParticlesAuxDyn.theta": 2.9809629999999743, - "InDetTrackParticlesAuxDyn.truthParticleLink": 1.8620960000000082, - "InDetTrackParticlesAuxDyn.truthParticleLink/InDetTrackParticlesAuxDyn.truthParticleLink.m_persIndex": 1.5474320000000148, - "InDetTrackParticlesAuxDyn.truthParticleLink/InDetTrackParticlesAuxDyn.truthParticleLink.m_persKey": 0.2072409999999536, - "InDetTrackParticlesAuxDyn.vz": 0.19973800000002484, - "InDetTrackParticlesAuxDyn.z0": 3.08280400000001, - "Kt4EMPFlowEventShapeAuxDyn.Density": 0.13189299999999093, - "METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.cale": 0.6712360000000004, - "METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.calkey": 0.310905, - "METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.calpx": 0.6858810000000002, - "METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.calpy": 0.6856170000000006, - "METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.calpz": 0.6873749999999994, - "METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.calsumpt": 0.6701739999999994, - "METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.isMisc": 0.1340299999999992, - "METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.jetLink": 0.15100800000000003, - "METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.jettrke": 0.9909139999999983, - "METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.jettrkpx": 1.023257000000001, - "METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.jettrkpy": 1.0230700000000006, - "METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.jettrkpz": 1.0255039999999997, - "METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.jettrksumpt": 0.9915669999999999, - "METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.objectLinks": 0.3817219999999999, - "METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.overlapIndices": 0.30493799999999993, - "METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.overlapTypes": 0.2952380000000012, - "METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.trke": 0.3677509999999984, - "METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.trkkey": 0.22362799999999972, - "METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.trkpx": 0.3742719999999995, - "METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.trkpy": 0.37415100000000123, - "METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.trkpz": 0.3751160000000002, - "METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.trksumpt": 0.3666400000000003, - "MET_Core_AnalysisMETAuxDyn.mpx": 0.3376180000000204, - "MET_Core_AnalysisMETAuxDyn.mpy": 0.33756299999998873, - "MET_Core_AnalysisMETAuxDyn.name": 0.09708200000000033, - "MET_Core_AnalysisMETAuxDyn.source": 0.09221400000001267, - "MET_Core_AnalysisMETAuxDyn.sumet": 0.32208700000001045, - "MET_TruthAuxDyn.mpx": 0.5346190000000206, - "MET_TruthAuxDyn.mpy": 0.5346720000000005, - "MET_TruthAuxDyn.name": 0.09606099999996331, - "MET_TruthAuxDyn.source": 0.09286700000001247, - "MET_TruthAuxDyn.sumet": 0.5176349999999843, - "MuonSpectrometerTrackParticlesAuxDyn.d0": 0.1760510000000295, - "MuonSpectrometerTrackParticlesAuxDyn.definingParametersCovMatrixDiag": 1.0018610000000194, - "MuonSpectrometerTrackParticlesAuxDyn.definingParametersCovMatrixOffDiag": 1.728461999999979, - "MuonSpectrometerTrackParticlesAuxDyn.phi": 0.30941500000000133, - "MuonSpectrometerTrackParticlesAuxDyn.qOverP": 0.2862480000000005, - "MuonSpectrometerTrackParticlesAuxDyn.theta": 0.30235400000003665, - "MuonSpectrometerTrackParticlesAuxDyn.truthParticleLink": 0.30760100000003376, - "MuonSpectrometerTrackParticlesAuxDyn.truthParticleLink/MuonSpectrometerTrackParticlesAuxDyn.truthParticleLink.m_persIndex": 0.13732099999998582, - "MuonSpectrometerTrackParticlesAuxDyn.truthParticleLink/MuonSpectrometerTrackParticlesAuxDyn.truthParticleLink.m_persKey": 0.08488499999998567, - "MuonSpectrometerTrackParticlesAuxDyn.vz": 0.2549439999999663, - "MuonSpectrometerTrackParticlesAuxDyn.z0": 0.17540099999996528, - "PrimaryVerticesAuxDyn.neutralParticleLinks": 0.17390999999997803, - "PrimaryVerticesAuxDyn.trackParticleLinks": 5.478756000000033, - "PrimaryVerticesAuxDyn.vertexType": 0.15940200000000004, - "PrimaryVerticesAuxDyn.x": 2.562172999999973, - "PrimaryVerticesAuxDyn.y": 2.562047000000007, - "PrimaryVerticesAuxDyn.z": 3.072586000000001, - "TauTracksAuxDyn.eta": 2.210478999999964, - "TauTracksAuxDyn.flagSet": 0.2621019999999703, - "TauTracksAuxDyn.phi": 2.20915100000002, - "TauTracksAuxDyn.pt": 2.151217000000031, - "TauTracksAuxDyn.trackLinks": 1.0125770000000216, - "TrigConfKeys": 0.07737800000000306, - "TrigConfKeysOnline": 0.07755399999999923, - "TruthBosonAuxDyn.Classification": 0.10909099999997807, - "TruthBosonAuxDyn.barcode": 0.3510919999999942, - "TruthBosonAuxDyn.childLinks": 0.349962000000005, - "TruthBosonAuxDyn.classifierParticleOrigin": 0.10997300000002497, - "TruthBosonAuxDyn.classifierParticleOutCome": 0.11043200000000297, - "TruthBosonAuxDyn.classifierParticleType": 0.10999400000002879, - "TruthBosonAuxDyn.decayVtxLink": 0.459728000000041, - "TruthBosonAuxDyn.decayVtxLink/TruthBosonAuxDyn.decayVtxLink.m_persIndex": 0.2992629999999963, - "TruthBosonAuxDyn.decayVtxLink/TruthBosonAuxDyn.decayVtxLink.m_persKey": 0.08248499999996284, - "TruthBosonAuxDyn.e": 0.5211559999999622, - "TruthBosonAuxDyn.m": 0.3665070000000128, - "TruthBosonAuxDyn.parentLinks": 0.1573680000000195, - "TruthBosonAuxDyn.pdgId": 0.13370800000001282, - "TruthBosonAuxDyn.polarizationPhi": 0.10901100000000952, - "TruthBosonAuxDyn.polarizationTheta": 0.10927099999997836, - "TruthBosonAuxDyn.prodVtxLink": 0.4562119999999936, - "TruthBosonAuxDyn.prodVtxLink/TruthBosonAuxDyn.prodVtxLink.m_persIndex": 0.29547999999999774, - "TruthBosonAuxDyn.prodVtxLink/TruthBosonAuxDyn.prodVtxLink.m_persKey": 0.08278699999999617, - "TruthBosonAuxDyn.px": 0.5407839999999737, - "TruthBosonAuxDyn.py": 0.5407969999999978, - "TruthBosonAuxDyn.pz": 0.5434600000000387, - "TruthBosonAuxDyn.status": 0.1266029999999887, - "TruthBosonsWithDecayParticlesAuxDyn.Classification": 0.1517910000000029, - "TruthBosonsWithDecayParticlesAuxDyn.barcode": 0.6104440000000295, - "TruthBosonsWithDecayParticlesAuxDyn.classifierParticleOrigin": 0.16038199999997005, - "TruthBosonsWithDecayParticlesAuxDyn.classifierParticleOutCome": 0.16692799999998442, - "TruthBosonsWithDecayParticlesAuxDyn.classifierParticleType": 0.1645330000000058, - "TruthBosonsWithDecayParticlesAuxDyn.decayVtxLink": 0.3591920000000073, - "TruthBosonsWithDecayParticlesAuxDyn.decayVtxLink/TruthBosonsWithDecayParticlesAuxDyn.decayVtxLink.m_persIndex": 0.1455689999999663, - "TruthBosonsWithDecayParticlesAuxDyn.decayVtxLink/TruthBosonsWithDecayParticlesAuxDyn.decayVtxLink.m_persKey": 0.12923899999998412, - "TruthBosonsWithDecayParticlesAuxDyn.e": 1.0049490000000105, - "TruthBosonsWithDecayParticlesAuxDyn.m": 0.44916400000005297, - "TruthBosonsWithDecayParticlesAuxDyn.pdgId": 0.2083900000000085, - "TruthBosonsWithDecayParticlesAuxDyn.prodVtxLink": 0.3461149999999975, - "TruthBosonsWithDecayParticlesAuxDyn.prodVtxLink/TruthBosonsWithDecayParticlesAuxDyn.prodVtxLink.m_persIndex": 0.14242699999999786, - "TruthBosonsWithDecayParticlesAuxDyn.prodVtxLink/TruthBosonsWithDecayParticlesAuxDyn.prodVtxLink.m_persKey": 0.11936500000001615, - "TruthBosonsWithDecayParticlesAuxDyn.px": 1.0356479999999806, - "TruthBosonsWithDecayParticlesAuxDyn.py": 1.035714999999982, - "TruthBosonsWithDecayParticlesAuxDyn.pz": 1.042884000000015, - "TruthBosonsWithDecayParticlesAuxDyn.status": 0.1647069999999644, - "TruthBosonsWithDecayVerticesAuxDyn.barcode": 0.5679489999999987, - "TruthBosonsWithDecayVerticesAuxDyn.id": 0.13886200000001736, - "TruthBosonsWithDecayVerticesAuxDyn.incomingParticleLinks": 0.19278100000002496, - "TruthBosonsWithDecayVerticesAuxDyn.outgoingParticleLinks": 0.22989599999999655, - "TruthBosonsWithDecayVerticesAuxDyn.t": 0.20228600000001506, - "TruthBosonsWithDecayVerticesAuxDyn.x": 0.3404539999999656, - "TruthBosonsWithDecayVerticesAuxDyn.y": 0.3406290000000354, - "TruthBosonsWithDecayVerticesAuxDyn.z": 0.36220199999996794, - "TruthBottomAuxDyn.Classification": 0.10946500000000015, - "TruthBottomAuxDyn.barcode": 0.4044969999999921, - "TruthBottomAuxDyn.childLinks": 0.7801739999999882, - "TruthBottomAuxDyn.classifierParticleOrigin": 0.11061200000000326, - "TruthBottomAuxDyn.classifierParticleOutCome": 0.1106860000000438, - "TruthBottomAuxDyn.classifierParticleType": 0.11053699999996525, - "TruthBottomAuxDyn.decayVtxLink": 0.5097219999999538, - "TruthBottomAuxDyn.decayVtxLink/TruthBottomAuxDyn.decayVtxLink.m_persIndex": 0.3498910000000137, - "TruthBottomAuxDyn.decayVtxLink/TruthBottomAuxDyn.decayVtxLink.m_persKey": 0.08406700000000455, - "TruthBottomAuxDyn.e": 0.5923070000000052, - "TruthBottomAuxDyn.m": 0.1363579999999729, - "TruthBottomAuxDyn.parentLinks": 0.18159400000001824, - "TruthBottomAuxDyn.pdgId": 0.13269299999996065, - "TruthBottomAuxDyn.polarizationPhi": 0.10924799999997958, - "TruthBottomAuxDyn.polarizationTheta": 0.1094449999999938, - "TruthBottomAuxDyn.prodVtxLink": 0.5069070000000124, - "TruthBottomAuxDyn.prodVtxLink/TruthBottomAuxDyn.prodVtxLink.m_persIndex": 0.3474260000000413, - "TruthBottomAuxDyn.prodVtxLink/TruthBottomAuxDyn.prodVtxLink.m_persKey": 0.0838319999999726, - "TruthBottomAuxDyn.px": 0.607498000000021, - "TruthBottomAuxDyn.py": 0.6073190000000181, - "TruthBottomAuxDyn.pz": 0.6119630000000029, - "TruthBottomAuxDyn.status": 0.1290620000000331, - "TruthElectronsAuxDyn.Classification": 0.1584419999999227, - "TruthElectronsAuxDyn.barcode": 0.3920669999999973, - "TruthElectronsAuxDyn.childLinks": 0.140404999999987, - "TruthElectronsAuxDyn.classifierParticleOrigin": 0.17887400000006437, - "TruthElectronsAuxDyn.classifierParticleOutCome": 0.17561299999999846, - "TruthElectronsAuxDyn.classifierParticleType": 0.16270299999996496, - "TruthElectronsAuxDyn.decayVtxLink": 0.437891000000036, - "TruthElectronsAuxDyn.decayVtxLink/TruthElectronsAuxDyn.decayVtxLink.m_persIndex": 0.23246099999994385, - "TruthElectronsAuxDyn.decayVtxLink/TruthElectronsAuxDyn.decayVtxLink.m_persKey": 0.11459500000000844, - "TruthElectronsAuxDyn.e": 0.6122709999999643, - "TruthElectronsAuxDyn.e_dressed": 0.6135560000000169, - "TruthElectronsAuxDyn.eta_dressed": 0.6097630000000436, - "TruthElectronsAuxDyn.etcone20": 0.19872299999997267, - "TruthElectronsAuxDyn.m": 0.18230700000003708, - "TruthElectronsAuxDyn.nPhotons_dressed": 0.14787599999999657, - "TruthElectronsAuxDyn.parentLinks": 0.3109020000000555, - "TruthElectronsAuxDyn.pdgId": 0.16023300000006202, - "TruthElectronsAuxDyn.phi_dressed": 0.6085130000000163, - "TruthElectronsAuxDyn.polarizationPhi": 0.14104099999997288, - "TruthElectronsAuxDyn.polarizationTheta": 0.14130199999999604, - "TruthElectronsAuxDyn.prodVtxLink": 0.4243669999999611, - "TruthElectronsAuxDyn.prodVtxLink/TruthElectronsAuxDyn.prodVtxLink.m_persIndex": 0.252742000000012, - "TruthElectronsAuxDyn.prodVtxLink/TruthElectronsAuxDyn.prodVtxLink.m_persKey": 0.08069899999998142, - "TruthElectronsAuxDyn.pt_dressed": 0.6121180000000095, - "TruthElectronsAuxDyn.ptcone30": 0.18953099999998813, - "TruthElectronsAuxDyn.px": 0.624732999999992, - "TruthElectronsAuxDyn.py": 0.6245890000000145, - "TruthElectronsAuxDyn.pz": 0.625919999999951, - "TruthElectronsAuxDyn.status": 0.1397940000000517, - "TruthEventsAuxDyn.PDFID1": 0.08491199999997434, - "TruthEventsAuxDyn.PDFID2": 0.08491199999997434, - "TruthEventsAuxDyn.PDGID1": 0.09656600000005255, - "TruthEventsAuxDyn.PDGID2": 0.09657199999998056, - "TruthEventsAuxDyn.Q": 0.19160499999998137, - "TruthEventsAuxDyn.X1": 0.21396900000002006, - "TruthEventsAuxDyn.X2": 0.2137199999999666, - "TruthEventsAuxDyn.XF1": 0.21505500000000666, - "TruthEventsAuxDyn.XF2": 0.21511000000003833, - "TruthEventsAuxDyn.crossSection": 0.1573420000000283, - "TruthForwardProtonsAuxDyn.Classification": 0.08251199999995151, - "TruthForwardProtonsAuxDyn.barcode": 0.08171500000003107, - "TruthForwardProtonsAuxDyn.classifierParticleOrigin": 0.08354399999996076, - "TruthForwardProtonsAuxDyn.classifierParticleOutCome": 0.08346100000005663, - "TruthForwardProtonsAuxDyn.classifierParticleType": 0.08343800000000101, - "TruthForwardProtonsAuxDyn.decayVtxLink": 0.09194200000001729, - "TruthForwardProtonsAuxDyn.decayVtxLink/TruthForwardProtonsAuxDyn.decayVtxLink.m_persIndex": 0.01185499999996864, - "TruthForwardProtonsAuxDyn.decayVtxLink/TruthForwardProtonsAuxDyn.decayVtxLink.m_persKey": 0.011662000000001171, - "TruthForwardProtonsAuxDyn.e": 0.08125900000004549, - "TruthForwardProtonsAuxDyn.m": 0.08126000000004296, - "TruthForwardProtonsAuxDyn.pdgId": 0.08148100000005343, - "TruthForwardProtonsAuxDyn.polarizationPhi": 0.08236199999998917, - "TruthForwardProtonsAuxDyn.polarizationTheta": 0.08290199999999004, - "TruthForwardProtonsAuxDyn.prodVtxLink": 0.09176700000000437, - "TruthForwardProtonsAuxDyn.prodVtxLink/TruthForwardProtonsAuxDyn.prodVtxLink.m_persIndex": 0.01179500000000644, - "TruthForwardProtonsAuxDyn.prodVtxLink/TruthForwardProtonsAuxDyn.prodVtxLink.m_persKey": 0.011653000000023894, - "TruthForwardProtonsAuxDyn.px": 0.08142099999997754, - "TruthForwardProtonsAuxDyn.py": 0.08142499999996744, - "TruthForwardProtonsAuxDyn.pz": 0.08141699999998764, - "TruthForwardProtonsAuxDyn.status": 0.08164899999997033, - "TruthMuonsAuxDyn.Classification": 0.12177299999996194, - "TruthMuonsAuxDyn.barcode": 0.18596200000001772, - "TruthMuonsAuxDyn.childLinks": 0.1098039999999969, - "TruthMuonsAuxDyn.classifierParticleOrigin": 0.12787200000002485, - "TruthMuonsAuxDyn.classifierParticleOutCome": 0.11480899999997973, - "TruthMuonsAuxDyn.classifierParticleType": 0.11946000000000367, - "TruthMuonsAuxDyn.decayVtxLink": 0.21020200000003797, - "TruthMuonsAuxDyn.decayVtxLink/TruthMuonsAuxDyn.decayVtxLink.m_persIndex": 0.06537700000001223, - "TruthMuonsAuxDyn.decayVtxLink/TruthMuonsAuxDyn.decayVtxLink.m_persKey": 0.06282299999998031, - "TruthMuonsAuxDyn.e": 0.24598299999996698, - "TruthMuonsAuxDyn.e_dressed": 0.24702100000001792, - "TruthMuonsAuxDyn.eta_dressed": 0.2489439999999945, - "TruthMuonsAuxDyn.etcone20": 0.16370399999999563, - "TruthMuonsAuxDyn.m": 0.12256400000001122, - "TruthMuonsAuxDyn.nPhotons_dressed": 0.11453199999999697, - "TruthMuonsAuxDyn.parentLinks": 0.1857949999999846, - "TruthMuonsAuxDyn.pdgId": 0.12062700000001314, - "TruthMuonsAuxDyn.phi_dressed": 0.24829400000004398, - "TruthMuonsAuxDyn.polarizationPhi": 0.11042000000003327, - "TruthMuonsAuxDyn.polarizationTheta": 0.11064999999996417, - "TruthMuonsAuxDyn.prodVtxLink": 0.269504999999981, - "TruthMuonsAuxDyn.prodVtxLink/TruthMuonsAuxDyn.prodVtxLink.m_persIndex": 0.12925599999999804, - "TruthMuonsAuxDyn.prodVtxLink/TruthMuonsAuxDyn.prodVtxLink.m_persKey": 0.058229999999980464, - "TruthMuonsAuxDyn.pt_dressed": 0.24734799999998813, - "TruthMuonsAuxDyn.ptcone30": 0.15507900000000063, - "TruthMuonsAuxDyn.px": 0.25136500000002115, - "TruthMuonsAuxDyn.py": 0.2514319999999657, - "TruthMuonsAuxDyn.pz": 0.2517010000000255, - "TruthMuonsAuxDyn.status": 0.10928599999999733, - "TruthNeutrinosAuxDyn.Classification": 0.14039999999999964, - "TruthNeutrinosAuxDyn.barcode": 0.3173280000000318, - "TruthNeutrinosAuxDyn.childLinks": 0.12239599999998063, - "TruthNeutrinosAuxDyn.classifierParticleOrigin": 0.15367199999997183, - "TruthNeutrinosAuxDyn.classifierParticleOutCome": 0.1306690000000117, - "TruthNeutrinosAuxDyn.classifierParticleType": 0.12419099999999617, - "TruthNeutrinosAuxDyn.decayVtxLink": 0.24824599999999464, - "TruthNeutrinosAuxDyn.decayVtxLink/TruthNeutrinosAuxDyn.decayVtxLink.m_persIndex": 0.081833999999958, - "TruthNeutrinosAuxDyn.decayVtxLink/TruthNeutrinosAuxDyn.decayVtxLink.m_persKey": 0.08091400000000704, - "TruthNeutrinosAuxDyn.e": 0.46610700000002225, - "TruthNeutrinosAuxDyn.m": 0.22134800000003452, - "TruthNeutrinosAuxDyn.parentLinks": 0.2871340000000373, - "TruthNeutrinosAuxDyn.pdgId": 0.17957799999999224, - "TruthNeutrinosAuxDyn.polarizationPhi": 0.12306300000000192, - "TruthNeutrinosAuxDyn.polarizationTheta": 0.12326999999999089, - "TruthNeutrinosAuxDyn.prodVtxLink": 0.42481199999997443, - "TruthNeutrinosAuxDyn.prodVtxLink/TruthNeutrinosAuxDyn.prodVtxLink.m_persIndex": 0.25742800000000443, - "TruthNeutrinosAuxDyn.prodVtxLink/TruthNeutrinosAuxDyn.prodVtxLink.m_persKey": 0.08196800000001758, - "TruthNeutrinosAuxDyn.px": 0.4793109999999956, - "TruthNeutrinosAuxDyn.py": 0.47947899999996935, - "TruthNeutrinosAuxDyn.pz": 0.4812650000000076, - "TruthNeutrinosAuxDyn.status": 0.12181499999996959, - "TruthPhotonsAuxDyn.Classification": 0.1771659999999997, - "TruthPhotonsAuxDyn.barcode": 0.5301549999999793, - "TruthPhotonsAuxDyn.childLinks": 0.1432439999999815, - "TruthPhotonsAuxDyn.classifierParticleOrigin": 0.25467600000001767, - "TruthPhotonsAuxDyn.classifierParticleOutCome": 0.20597299999997176, - "TruthPhotonsAuxDyn.classifierParticleType": 0.17832200000003695, - "TruthPhotonsAuxDyn.decayVtxLink": 0.5517219999999838, - "TruthPhotonsAuxDyn.decayVtxLink/TruthPhotonsAuxDyn.decayVtxLink.m_persIndex": 0.3233989999999949, - "TruthPhotonsAuxDyn.decayVtxLink/TruthPhotonsAuxDyn.decayVtxLink.m_persKey": 0.1362970000000132, - "TruthPhotonsAuxDyn.e": 0.8679899999999634, - "TruthPhotonsAuxDyn.etcone20": 0.25364999999999327, - "TruthPhotonsAuxDyn.etcone40": 0.26693699999998444, - "TruthPhotonsAuxDyn.m": 0.4192220000000475, - "TruthPhotonsAuxDyn.parentLinks": 0.5077689999999961, - "TruthPhotonsAuxDyn.pdgId": 0.14269799999999577, - "TruthPhotonsAuxDyn.polarizationPhi": 0.143936999999994, - "TruthPhotonsAuxDyn.polarizationTheta": 0.14404000000001815, - "TruthPhotonsAuxDyn.prodVtxLink": 0.6312599999999975, - "TruthPhotonsAuxDyn.prodVtxLink/TruthPhotonsAuxDyn.prodVtxLink.m_persIndex": 0.45246600000001536, - "TruthPhotonsAuxDyn.prodVtxLink/TruthPhotonsAuxDyn.prodVtxLink.m_persKey": 0.08751000000000886, - "TruthPhotonsAuxDyn.ptcone20": 0.24220600000001014, - "TruthPhotonsAuxDyn.px": 0.8831319999999891, - "TruthPhotonsAuxDyn.py": 0.8830199999999877, - "TruthPhotonsAuxDyn.pz": 0.8874210000000176, - "TruthPhotonsAuxDyn.status": 0.14262500000000955, - "TruthPrimaryVerticesAuxDyn.t": 0.08544499999999289, - "TruthPrimaryVerticesAuxDyn.x": 0.20156000000002905, - "TruthPrimaryVerticesAuxDyn.y": 0.20159099999995078, - "TruthPrimaryVerticesAuxDyn.z": 0.2176520000000437, - "TruthTausAuxDyn.Classification": 0.10316299999999501, - "TruthTausAuxDyn.DecayModeVector": 0.14278300000000854, - "TruthTausAuxDyn.IsHadronicTau": 0.10522399999996424, - "TruthTausAuxDyn.barcode": 0.1338609999999676, - "TruthTausAuxDyn.childLinks": 0.13978300000002264, - "TruthTausAuxDyn.classifierParticleOrigin": 0.1088380000000484, - "TruthTausAuxDyn.classifierParticleOutCome": 0.10965399999997771, - "TruthTausAuxDyn.classifierParticleType": 0.1038120000000049, - "TruthTausAuxDyn.decayVtxLink": 0.1877969999999891, - "TruthTausAuxDyn.decayVtxLink/TruthTausAuxDyn.decayVtxLink.m_persIndex": 0.07056899999997768, - "TruthTausAuxDyn.decayVtxLink/TruthTausAuxDyn.decayVtxLink.m_persKey": 0.03947500000003856, - "TruthTausAuxDyn.decay_vertex_x": 0.1738049999999589, - "TruthTausAuxDyn.decay_vertex_y": 0.17389200000002347, - "TruthTausAuxDyn.decay_vertex_z": 0.17203799999998637, - "TruthTausAuxDyn.dressedPhoton": 0.10144600000000992, - "TruthTausAuxDyn.e": 0.16000300000001744, - "TruthTausAuxDyn.eta_invis": 0.2180270000000064, - "TruthTausAuxDyn.eta_vis": 0.2178700000000049, - "TruthTausAuxDyn.eta_vis_dressed": 0.16476199999999608, - "TruthTausAuxDyn.eta_vis_neutral": 0.16340699999994968, - "TruthTausAuxDyn.m": 0.10269299999998793, - "TruthTausAuxDyn.m_invis": 0.21722699999997985, - "TruthTausAuxDyn.m_vis": 0.2136899999999855, - "TruthTausAuxDyn.m_vis_dressed": 0.14135399999997844, - "TruthTausAuxDyn.m_vis_neutral": 0.15834699999999202, - "TruthTausAuxDyn.nPhotons_dressed": 0.1023309999999924, - "TruthTausAuxDyn.numCharged": 0.1043390000000386, - "TruthTausAuxDyn.numChargedPion": 0.10807999999997264, - "TruthTausAuxDyn.numNeutral": 0.10740099999998165, - "TruthTausAuxDyn.numNeutralPion": 0.10762700000003633, - "TruthTausAuxDyn.originalTruthParticle": 0.1908950000000118, - "TruthTausAuxDyn.originalTruthParticle/TruthTausAuxDyn.originalTruthParticle.m_persIndex": 0.07202200000000403, - "TruthTausAuxDyn.originalTruthParticle/TruthTausAuxDyn.originalTruthParticle.m_persKey": 0.04046699999997827, - "TruthTausAuxDyn.parentLinks": 0.13202699999999368, - "TruthTausAuxDyn.pdgId": 0.10458399999998846, - "TruthTausAuxDyn.phi_invis": 0.2180349999999862, - "TruthTausAuxDyn.phi_vis": 0.21788300000002891, - "TruthTausAuxDyn.phi_vis_dressed": 0.1644019999999955, - "TruthTausAuxDyn.phi_vis_neutral": 0.163483000000042, - "TruthTausAuxDyn.polarizationPhi": 0.10010500000004185, - "TruthTausAuxDyn.polarizationTheta": 0.10024199999998018, - "TruthTausAuxDyn.prodVtxLink": 0.18740999999999985, - "TruthTausAuxDyn.prodVtxLink/TruthTausAuxDyn.prodVtxLink.m_persIndex": 0.07011999999997443, - "TruthTausAuxDyn.prodVtxLink/TruthTausAuxDyn.prodVtxLink.m_persKey": 0.03944300000000567, - "TruthTausAuxDyn.prod_vertex_x": 0.1633019999999874, - "TruthTausAuxDyn.prod_vertex_y": 0.16310300000003508, - "TruthTausAuxDyn.prod_vertex_z": 0.17202700000001414, - "TruthTausAuxDyn.pt_invis": 0.21198600000002443, - "TruthTausAuxDyn.pt_vis": 0.21178299999996852, - "TruthTausAuxDyn.pt_vis_dressed": 0.16093000000000757, - "TruthTausAuxDyn.pt_vis_neutral": 0.16158800000005158, - "TruthTausAuxDyn.px": 0.16355600000002823, - "TruthTausAuxDyn.py": 0.16347399999995105, - "TruthTausAuxDyn.pz": 0.16419899999999643, - "TruthTausAuxDyn.status": 0.09900800000002619, - "TruthTopAuxDyn.Classification": 0.09192400000000589, - "TruthTopAuxDyn.barcode": 0.35615799999999354, - "TruthTopAuxDyn.childLinks": 0.22610800000001063, - "TruthTopAuxDyn.classifierParticleOrigin": 0.09302999999999884, - "TruthTopAuxDyn.classifierParticleOutCome": 0.09358500000001868, - "TruthTopAuxDyn.classifierParticleType": 0.09318400000000793, - "TruthTopAuxDyn.decayVtxLink": 0.4569569999999885, - "TruthTopAuxDyn.decayVtxLink/TruthTopAuxDyn.decayVtxLink.m_persIndex": 0.3130090000000223, - "TruthTopAuxDyn.decayVtxLink/TruthTopAuxDyn.decayVtxLink.m_persKey": 0.07693399999999428, - "TruthTopAuxDyn.e": 0.5430489999999963, - "TruthTopAuxDyn.m": 0.38271700000001374, - "TruthTopAuxDyn.parentLinks": 0.12768799999997782, - "TruthTopAuxDyn.pdgId": 0.11489999999997735, - "TruthTopAuxDyn.polarizationPhi": 0.09198199999997314, - "TruthTopAuxDyn.polarizationTheta": 0.09228600000000142, - "TruthTopAuxDyn.prodVtxLink": 0.4309979999999882, - "TruthTopAuxDyn.prodVtxLink/TruthTopAuxDyn.prodVtxLink.m_persIndex": 0.28757699999999886, - "TruthTopAuxDyn.prodVtxLink/TruthTopAuxDyn.prodVtxLink.m_persKey": 0.07666399999999385, - "TruthTopAuxDyn.px": 0.5721229999999764, - "TruthTopAuxDyn.py": 0.5724380000000338, - "TruthTopAuxDyn.pz": 0.5744139999999902, - "TruthTopAuxDyn.status": 0.10178300000001173, - "_file_size": 554.994903, - "egammaClustersAuxDyn.ETA2CALOFRAME": 0.5164940000000229, - "egammaClustersAuxDyn.ETACALOFRAME": 0.5168659999999932, - "egammaClustersAuxDyn.PHI2CALOFRAME": 0.5154160000000161, - "egammaClustersAuxDyn.PHICALOFRAME": 0.5154919999999947, - "egammaClustersAuxDyn.calE": 0.5036039999999957, - "egammaClustersAuxDyn.calEta": 0.5160569999999893, - "egammaClustersAuxDyn.calM": 0.12963300000001254, - "egammaClustersAuxDyn.calPhi": 0.5146280000000161, - "egammaClustersAuxDyn.constituentClusterLinks": 0.3419789999999807, - "egammaClustersAuxDyn.e_sampl": 1.6059209999999666, - "egammaClustersAuxDyn.eta_sampl": 1.608678999999995, - "index_ref": 0.30052599999999785, - "xTrigDecisionAux./xTrigDecisionAux.bgCode": 0.008187999999999973, - "xTrigDecisionAux./xTrigDecisionAux.efErrorBits": 0.02018399999999998, - "xTrigDecisionAux./xTrigDecisionAux.efPassedPhysics": 1.1264279999999998, - "xTrigDecisionAux./xTrigDecisionAux.efPassedRaw": 1.1262879999999997, - "xTrigDecisionAux./xTrigDecisionAux.efPassedThrough": 0.08103600000000011, - "xTrigDecisionAux./xTrigDecisionAux.efPrescaled": 0.1007579999999999, - "xTrigDecisionAux./xTrigDecisionAux.efResurrected": 0.08087499999999981, - "xTrigDecisionAux./xTrigDecisionAux.efTruncated": 0.00850799999999996, - "xTrigDecisionAux./xTrigDecisionAux.lvl2ErrorBits": 0.02048799999999984, - "xTrigDecisionAux./xTrigDecisionAux.lvl2PassedPhysics": 0.08133599999999985, - "xTrigDecisionAux./xTrigDecisionAux.lvl2PassedRaw": 0.0808750000000007, - "xTrigDecisionAux./xTrigDecisionAux.lvl2PassedThrough": 0.0813360000000003, - "xTrigDecisionAux./xTrigDecisionAux.lvl2Prescaled": 0.08087499999999981, - "xTrigDecisionAux./xTrigDecisionAux.lvl2Resurrected": 0.08103600000000011, - "xTrigDecisionAux./xTrigDecisionAux.lvl2Truncated": 0.008636000000000088, - "xTrigDecisionAux./xTrigDecisionAux.smk": 0.030205000000000037, - "xTrigDecisionAux./xTrigDecisionAux.tap": 0.7749539999999999, - "xTrigDecisionAux./xTrigDecisionAux.tav": 0.774954, - "xTrigDecisionAux./xTrigDecisionAux.tbp": 0.7749540000000001 -} \ No newline at end of file diff --git a/input_files/branch_sizes.json b/input_files/branch_sizes.json new file mode 100644 index 0000000..a481051 --- /dev/null +++ b/input_files/branch_sizes.json @@ -0,0 +1,967 @@ +{ + "AnalysisElectrons": 0.0, + "AnalysisElectronsAux.": 0.35713499999999954, + "AnalysisElectronsAuxDyn.DFCommonElectronsECIDS": 0.4582240000000013, + "AnalysisElectronsAuxDyn.DFCommonElectronsECIDSResult": 0.6867959999999869, + "AnalysisElectronsAuxDyn.DFCommonElectronsLHLoose": 0.45622399999999175, + "AnalysisElectronsAuxDyn.DFCommonElectronsLHLooseBL": 0.45911499999999705, + "AnalysisElectronsAuxDyn.DFCommonElectronsLHLooseBLIsEMValue": 0.46797200000000316, + "AnalysisElectronsAuxDyn.DFCommonElectronsLHLooseIsEMValue": 0.45996500000001106, + "AnalysisElectronsAuxDyn.DFCommonElectronsLHMedium": 0.4599019999999996, + "AnalysisElectronsAuxDyn.DFCommonElectronsLHMediumIsEMValue": 0.4713509999999985, + "AnalysisElectronsAuxDyn.DFCommonElectronsLHTight": 0.458627000000007, + "AnalysisElectronsAuxDyn.DFCommonElectronsLHTightIsEMValue": 0.477532999999994, + "AnalysisElectronsAuxDyn.DFCommonElectronsLHVeryLoose": 0.45833500000000527, + "AnalysisElectronsAuxDyn.DFCommonElectronsLHVeryLooseIsEMValue": 0.4617580000000032, + "AnalysisElectronsAuxDyn.OQ": 0.5008250000000203, + "AnalysisElectronsAuxDyn.ambiguityLink": 0.7189320000000237, + "AnalysisElectronsAuxDyn.ambiguityLink/AnalysisElectronsAuxDyn.ambiguityLink.m_persIndex": 0.2004829999999913, + "AnalysisElectronsAuxDyn.ambiguityLink/AnalysisElectronsAuxDyn.ambiguityLink.m_persKey": 0.18902299999999173, + "AnalysisElectronsAuxDyn.ambiguityType": 0.4559359999999799, + "AnalysisElectronsAuxDyn.author": 0.44162000000000035, + "AnalysisElectronsAuxDyn.caloClusterLinks": 0.4878870000000006, + "AnalysisElectronsAuxDyn.charge": 0.45858200000000693, + "AnalysisElectronsAuxDyn.eta": 0.6771479999999883, + "AnalysisElectronsAuxDyn.f1": 0.649799999999999, + "AnalysisElectronsAuxDyn.m": 0.43083200000000943, + "AnalysisElectronsAuxDyn.neflowisol20": 0.6847640000000013, + "AnalysisElectronsAuxDyn.phi": 0.6776720000000012, + "AnalysisElectronsAuxDyn.pt": 0.6677290000000085, + "AnalysisElectronsAuxDyn.ptcone20_Nonprompt_All_MaxWeightTTVALooseCone_pt1000": 0.5642610000000161, + "AnalysisElectronsAuxDyn.ptcone20_Nonprompt_All_MaxWeightTTVALooseCone_pt1000_CloseByCorr": 0.5701390000000117, + "AnalysisElectronsAuxDyn.ptcone20_Nonprompt_All_MaxWeightTTVALooseCone_pt500": 0.586309, + "AnalysisElectronsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVALooseCone_pt1000": 0.5864139999999907, + "AnalysisElectronsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVALooseCone_pt1000_CloseByCorr": 0.5922939999999812, + "AnalysisElectronsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVALooseCone_pt500": 0.6131579999999985, + "AnalysisElectronsAuxDyn.topoetcone20": 0.6878409999999917, + "AnalysisElectronsAuxDyn.topoetcone20_CloseByCorr": 0.6939749999999947, + "AnalysisElectronsAuxDyn.topoetcone20ptCorrection": 0.6884009999999989, + "AnalysisElectronsAuxDyn.trackParticleLinks": 0.5719739999999831, + "AnalysisJets": 0.0, + "AnalysisJetsAux.": 0.357128000000003, + "AnalysisJetsAuxDyn.ActiveArea4vec_eta": 5.2519220000000075, + "AnalysisJetsAuxDyn.ActiveArea4vec_m": 4.901681999999994, + "AnalysisJetsAuxDyn.ActiveArea4vec_phi": 5.243949999999984, + "AnalysisJetsAuxDyn.ActiveArea4vec_pt": 4.850033000000025, + "AnalysisJetsAuxDyn.DFCommonJets_QGTagger_NTracks": 1.5019589999999994, + "AnalysisJetsAuxDyn.DFCommonJets_QGTagger_TracksC1": 3.3944329999999923, + "AnalysisJetsAuxDyn.DFCommonJets_QGTagger_TracksWidth": 3.7835100000000352, + "AnalysisJetsAuxDyn.DFCommonJets_fJvt": 1.6738129999999956, + "AnalysisJetsAuxDyn.DetectorEta": 5.250982999999991, + "AnalysisJetsAuxDyn.EMFrac": 5.038467999999995, + "AnalysisJetsAuxDyn.EnergyPerSampling": 38.82544200000001, + "AnalysisJetsAuxDyn.GhostMuonSegmentCount": 1.2392999999999574, + "AnalysisJetsAuxDyn.GhostTrack": 9.475653000000023, + "AnalysisJetsAuxDyn.JVFCorr": 3.491510000000005, + "AnalysisJetsAuxDyn.JetConstitScaleMomentum_eta": 5.255919000000006, + "AnalysisJetsAuxDyn.JetConstitScaleMomentum_m": 5.126147000000003, + "AnalysisJetsAuxDyn.JetConstitScaleMomentum_phi": 5.246425999999985, + "AnalysisJetsAuxDyn.JetConstitScaleMomentum_pt": 5.072474, + "AnalysisJetsAuxDyn.NNJvtPass": 0.7018330000000219, + "AnalysisJetsAuxDyn.NumTrkPt1000": 7.6345699999999965, + "AnalysisJetsAuxDyn.NumTrkPt500": 10.363173000000018, + "AnalysisJetsAuxDyn.PSFrac": 3.669385000000034, + "AnalysisJetsAuxDyn.SumPtChargedPFOPt500": 5.962918000000002, + "AnalysisJetsAuxDyn.SumPtTrkPt500": 30.517493, + "AnalysisJetsAuxDyn.Timing": 5.3079899999999895, + "AnalysisJetsAuxDyn.TrackWidthPt1000": 16.995447999999953, + "AnalysisJetsAuxDyn.Width": 5.013805999999988, + "AnalysisJetsAuxDyn.btaggingLink": 1.381887000000006, + "AnalysisJetsAuxDyn.btaggingLink/AnalysisJetsAuxDyn.btaggingLink.m_persIndex": 0.5898840000000121, + "AnalysisJetsAuxDyn.btaggingLink/AnalysisJetsAuxDyn.btaggingLink.m_persKey": 0.3805439999999862, + "AnalysisJetsAuxDyn.eta": 5.248647000000005, + "AnalysisJetsAuxDyn.m": 5.054322000000013, + "AnalysisJetsAuxDyn.phi": 5.239125999999999, + "AnalysisJetsAuxDyn.pt": 5.026771999999994, + "AnalysisLargeRJets": 0.0, + "AnalysisLargeRJetsAux.": 0.3586639999999903, + "AnalysisLargeRJetsAuxDyn.C2": 0.9356199999999717, + "AnalysisLargeRJetsAuxDyn.D2": 0.9287000000000489, + "AnalysisLargeRJetsAuxDyn.DetectorEta": 0.9652699999999186, + "AnalysisLargeRJetsAuxDyn.ECF1": 0.929318999999964, + "AnalysisLargeRJetsAuxDyn.ECF2": 0.949512000000027, + "AnalysisLargeRJetsAuxDyn.ECF3": 0.9623159999999871, + "AnalysisLargeRJetsAuxDyn.GN2Xv01_phbb": 0.9494700000000194, + "AnalysisLargeRJetsAuxDyn.GN2Xv01_phcc": 0.9428279999999631, + "AnalysisLargeRJetsAuxDyn.GN2Xv01_pqcd": 0.9304250000000138, + "AnalysisLargeRJetsAuxDyn.GN2Xv01_ptop": 0.936994000000027, + "AnalysisLargeRJetsAuxDyn.JetConstitScaleMomentum_eta": 0.9738600000000588, + "AnalysisLargeRJetsAuxDyn.JetConstitScaleMomentum_m": 0.9553509999999505, + "AnalysisLargeRJetsAuxDyn.JetConstitScaleMomentum_phi": 0.9725019999999631, + "AnalysisLargeRJetsAuxDyn.JetConstitScaleMomentum_pt": 0.9410950000000184, + "AnalysisLargeRJetsAuxDyn.Parent": 0.79682600000001, + "AnalysisLargeRJetsAuxDyn.Parent/AnalysisLargeRJetsAuxDyn.Parent.m_persIndex": 0.24899299999992763, + "AnalysisLargeRJetsAuxDyn.Parent/AnalysisLargeRJetsAuxDyn.Parent.m_persKey": 0.20126200000004246, + "AnalysisLargeRJetsAuxDyn.Qw": 0.9367879999999786, + "AnalysisLargeRJetsAuxDyn.Split12": 0.9483569999999872, + "AnalysisLargeRJetsAuxDyn.Split23": 0.941188000000011, + "AnalysisLargeRJetsAuxDyn.Tau1_wta": 0.9467940000000681, + "AnalysisLargeRJetsAuxDyn.Tau2_wta": 0.943881000000033, + "AnalysisLargeRJetsAuxDyn.Tau3_wta": 0.9402489999999943, + "AnalysisLargeRJetsAuxDyn.constituentLinks": 5.000247999999942, + "AnalysisLargeRJetsAuxDyn.eta": 0.9611129999999548, + "AnalysisLargeRJetsAuxDyn.m": 0.9428080000000136, + "AnalysisLargeRJetsAuxDyn.phi": 0.9597740000000385, + "AnalysisLargeRJetsAuxDyn.pt": 0.9265530000000126, + "AnalysisMuons": 0.0, + "AnalysisMuonsAux.": 0.3566100000000034, + "AnalysisMuonsAuxDyn.CaloLRLikelihood": 0.6112009999999941, + "AnalysisMuonsAuxDyn.CaloMuonIDTag": 0.4859569999999849, + "AnalysisMuonsAuxDyn.CaloMuonScore": 0.5434000000000196, + "AnalysisMuonsAuxDyn.DFCommonJetDr": 0.7493580000000293, + "AnalysisMuonsAuxDyn.DFCommonMuonPassIDCuts": 0.45192700000001196, + "AnalysisMuonsAuxDyn.DFCommonMuonPassPreselection": 0.45499399999999923, + "AnalysisMuonsAuxDyn.EnergyLoss": 0.7175730000000158, + "AnalysisMuonsAuxDyn.InnerDetectorPt": 0.7439789999999675, + "AnalysisMuonsAuxDyn.MuonSpectrometerPt": 0.7387850000000071, + "AnalysisMuonsAuxDyn.allAuthors": 0.49118500000002996, + "AnalysisMuonsAuxDyn.author": 0.44247500000000173, + "AnalysisMuonsAuxDyn.charge": 0.47096299999998337, + "AnalysisMuonsAuxDyn.clusterLink": 0.7247830000000022, + "AnalysisMuonsAuxDyn.clusterLink/AnalysisMuonsAuxDyn.clusterLink.m_persIndex": 0.2089990000000057, + "AnalysisMuonsAuxDyn.clusterLink/AnalysisMuonsAuxDyn.clusterLink.m_persKey": 0.18108899999998584, + "AnalysisMuonsAuxDyn.combinedTrackOutBoundsPrecisionHits": 0.45676400000002104, + "AnalysisMuonsAuxDyn.combinedTrackParticleLink": 0.7446980000000281, + "AnalysisMuonsAuxDyn.combinedTrackParticleLink/AnalysisMuonsAuxDyn.combinedTrackParticleLink.m_persIndex": 0.2160470000000032, + "AnalysisMuonsAuxDyn.combinedTrackParticleLink/AnalysisMuonsAuxDyn.combinedTrackParticleLink.m_persKey": 0.1912669999999821, + "AnalysisMuonsAuxDyn.cscEtaHits": 0.4556670000000054, + "AnalysisMuonsAuxDyn.cscUnspoiledEtaHits": 0.4613459999999918, + "AnalysisMuonsAuxDyn.energyLossType": 0.4634009999999762, + "AnalysisMuonsAuxDyn.eta": 0.7473360000000184, + "AnalysisMuonsAuxDyn.extendedClosePrecisionHits": 0.4665409999999497, + "AnalysisMuonsAuxDyn.extendedLargeHits": 0.455934999999954, + "AnalysisMuonsAuxDyn.extendedLargeHoles": 0.44894900000002735, + "AnalysisMuonsAuxDyn.extendedOutBoundsPrecisionHits": 0.4540420000000154, + "AnalysisMuonsAuxDyn.extendedSmallHits": 0.456621000000041, + "AnalysisMuonsAuxDyn.extendedSmallHoles": 0.44851499999998623, + "AnalysisMuonsAuxDyn.extrapolatedMuonSpectrometerTrackParticleLink": 0.7810470000000009, + "AnalysisMuonsAuxDyn.extrapolatedMuonSpectrometerTrackParticleLink/AnalysisMuonsAuxDyn.extrapolatedMuonSpectrometerTrackParticleLink.m_persIndex": 0.2288180000000466, + "AnalysisMuonsAuxDyn.extrapolatedMuonSpectrometerTrackParticleLink/AnalysisMuonsAuxDyn.extrapolatedMuonSpectrometerTrackParticleLink.m_persKey": 0.20865299999996978, + "AnalysisMuonsAuxDyn.inDetTrackParticleLink": 0.7800280000000157, + "AnalysisMuonsAuxDyn.inDetTrackParticleLink/AnalysisMuonsAuxDyn.inDetTrackParticleLink.m_persIndex": 0.25426399999997784, + "AnalysisMuonsAuxDyn.inDetTrackParticleLink/AnalysisMuonsAuxDyn.inDetTrackParticleLink.m_persKey": 0.1893309999999815, + "AnalysisMuonsAuxDyn.innerClosePrecisionHits": 0.5180460000000267, + "AnalysisMuonsAuxDyn.innerLargeHits": 0.49865699999998014, + "AnalysisMuonsAuxDyn.innerLargeHoles": 0.45946700000001783, + "AnalysisMuonsAuxDyn.innerOutBoundsPrecisionHits": 0.45246499999996104, + "AnalysisMuonsAuxDyn.innerSmallHits": 0.4846350000000257, + "AnalysisMuonsAuxDyn.innerSmallHoles": 0.4546139999999923, + "AnalysisMuonsAuxDyn.isEndcapGoodLayers": 0.4667910000000006, + "AnalysisMuonsAuxDyn.isSmallGoodSectors": 0.4661720000000287, + "AnalysisMuonsAuxDyn.middleClosePrecisionHits": 0.5079529999999863, + "AnalysisMuonsAuxDyn.middleLargeHits": 0.4913999999999987, + "AnalysisMuonsAuxDyn.middleLargeHoles": 0.4558600000000297, + "AnalysisMuonsAuxDyn.middleOutBoundsPrecisionHits": 0.452871000000016, + "AnalysisMuonsAuxDyn.middleSmallHits": 0.4779310000000123, + "AnalysisMuonsAuxDyn.middleSmallHoles": 0.45202399999999443, + "AnalysisMuonsAuxDyn.momentumBalanceSignificance": 0.7667069999999967, + "AnalysisMuonsAuxDyn.msOnlyExtrapolatedMuonSpectrometerTrackParticleLink": 0.804320999999959, + "AnalysisMuonsAuxDyn.msOnlyExtrapolatedMuonSpectrometerTrackParticleLink/AnalysisMuonsAuxDyn.msOnlyExtrapolatedMuonSpectrometerTrackParticleLink.m_persIndex": 0.2348039999999969, + "AnalysisMuonsAuxDyn.msOnlyExtrapolatedMuonSpectrometerTrackParticleLink/AnalysisMuonsAuxDyn.msOnlyExtrapolatedMuonSpectrometerTrackParticleLink.m_persKey": 0.22277500000001282, + "AnalysisMuonsAuxDyn.muonSegmentLinks": 0.810401000000013, + "AnalysisMuonsAuxDyn.muonSpectrometerTrackParticleLink": 0.779845000000023, + "AnalysisMuonsAuxDyn.muonSpectrometerTrackParticleLink/AnalysisMuonsAuxDyn.muonSpectrometerTrackParticleLink.m_persIndex": 0.23020600000000968, + "AnalysisMuonsAuxDyn.muonSpectrometerTrackParticleLink/AnalysisMuonsAuxDyn.muonSpectrometerTrackParticleLink.m_persKey": 0.20965699999999288, + "AnalysisMuonsAuxDyn.muonType": 0.4349809999999934, + "AnalysisMuonsAuxDyn.neflowisol20": 0.7531270000000063, + "AnalysisMuonsAuxDyn.neflowisol20_CloseByCorr": 0.7582879999999932, + "AnalysisMuonsAuxDyn.numberOfGoodPrecisionLayers": 0.47904099999999517, + "AnalysisMuonsAuxDyn.numberOfPrecisionHoleLayers": 0.4622259999999869, + "AnalysisMuonsAuxDyn.numberOfPrecisionLayers": 0.47850199999999177, + "AnalysisMuonsAuxDyn.outerClosePrecisionHits": 0.4969869999999901, + "AnalysisMuonsAuxDyn.outerLargeHits": 0.4864460000000008, + "AnalysisMuonsAuxDyn.outerLargeHoles": 0.45336800000001176, + "AnalysisMuonsAuxDyn.outerOutBoundsPrecisionHits": 0.45248400000002675, + "AnalysisMuonsAuxDyn.outerSmallHits": 0.4738469999999779, + "AnalysisMuonsAuxDyn.outerSmallHoles": 0.4499619999999709, + "AnalysisMuonsAuxDyn.phi": 0.7497299999999996, + "AnalysisMuonsAuxDyn.pt": 0.7358529999999632, + "AnalysisMuonsAuxDyn.ptcone20": 0.608731999999975, + "AnalysisMuonsAuxDyn.ptcone20_Nonprompt_All_MaxWeightTTVA_pt1000": 0.6286359999999718, + "AnalysisMuonsAuxDyn.ptcone20_Nonprompt_All_MaxWeightTTVA_pt500": 0.6495030000000384, + "AnalysisMuonsAuxDyn.ptcone30": 0.6353859999999827, + "AnalysisMuonsAuxDyn.ptcone40": 0.6569739999999911, + "AnalysisMuonsAuxDyn.ptvarcone20": 0.6111880000000269, + "AnalysisMuonsAuxDyn.ptvarcone30": 0.6355420000000436, + "AnalysisMuonsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVA_pt1000": 0.6536060000000248, + "AnalysisMuonsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVA_pt1000_CloseByCorr": 0.6564040000000091, + "AnalysisMuonsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVA_pt500": 0.6829639999999699, + "AnalysisMuonsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVA_pt500_CloseByCorr": 0.6869370000000004, + "AnalysisMuonsAuxDyn.ptvarcone40": 0.6514080000000035, + "AnalysisMuonsAuxDyn.quality": 0.4626480000000015, + "AnalysisMuonsAuxDyn.scatteringCurvatureSignificance": 0.7607120000000123, + "AnalysisMuonsAuxDyn.scatteringNeighbourSignificance": 0.7596050000000218, + "AnalysisMuonsAuxDyn.segmentDeltaEta": 0.7516449999999963, + "AnalysisMuonsAuxDyn.spectrometerFieldIntegral": 0.7218530000000101, + "AnalysisMuonsAuxDyn.topoetcone20": 0.7579829999999674, + "AnalysisMuonsAuxDyn.topoetcone20_CloseByCorr": 0.7638539999999807, + "AnalysisMuonsAuxDyn.topoetcone30": 0.7571309999999585, + "AnalysisMuonsAuxDyn.topoetcone40": 0.7564649999999915, + "AnalysisPhotons": 0.0, + "AnalysisPhotonsAux.": 0.3573820000000012, + "AnalysisPhotonsAuxDyn.DFCommonPhotonsCleaning": 0.5501109999999585, + "AnalysisPhotonsAuxDyn.DFCommonPhotonsCleaningNoTime": 0.5531300000000101, + "AnalysisPhotonsAuxDyn.DFCommonPhotonsIsEMLoose": 0.5818840000000023, + "AnalysisPhotonsAuxDyn.DFCommonPhotonsIsEMTight": 0.633972999999969, + "AnalysisPhotonsAuxDyn.DFCommonPhotonsIsEMTightIsEMValue": 1.1618119999999976, + "AnalysisPhotonsAuxDyn.OQ": 1.1145399999999768, + "AnalysisPhotonsAuxDyn.ambiguityLink": 1.380980999999963, + "AnalysisPhotonsAuxDyn.ambiguityLink/AnalysisPhotonsAuxDyn.ambiguityLink.m_persIndex": 0.541924999999992, + "AnalysisPhotonsAuxDyn.ambiguityLink/AnalysisPhotonsAuxDyn.ambiguityLink.m_persKey": 0.46076700000003257, + "AnalysisPhotonsAuxDyn.author": 0.6299129999999877, + "AnalysisPhotonsAuxDyn.caloClusterLinks": 0.6888150000000337, + "AnalysisPhotonsAuxDyn.eta": 2.4752060000000142, + "AnalysisPhotonsAuxDyn.f1": 2.3881620000000225, + "AnalysisPhotonsAuxDyn.m": 0.5669640000000413, + "AnalysisPhotonsAuxDyn.phi": 2.469799999999964, + "AnalysisPhotonsAuxDyn.pt": 2.3747510000000034, + "AnalysisPhotonsAuxDyn.ptcone20": 1.0911099999999578, + "AnalysisPhotonsAuxDyn.ptcone20_CloseByCorr": 1.0933160000000157, + "AnalysisPhotonsAuxDyn.topoetcone20": 2.4817820000000097, + "AnalysisPhotonsAuxDyn.topoetcone20_CloseByCorr": 2.494327999999996, + "AnalysisPhotonsAuxDyn.topoetcone20ptCorrection": 2.333330999999987, + "AnalysisPhotonsAuxDyn.topoetcone40": 2.485791000000006, + "AnalysisPhotonsAuxDyn.topoetcone40_CloseByCorr": 2.4859200000000214, + "AnalysisPhotonsAuxDyn.topoetcone40ptCorrection": 2.3259499999999775, + "AnalysisPhotonsAuxDyn.vertexLinks": 0.6709330000000477, + "AnalysisSiHitElectrons": 0.0, + "AnalysisSiHitElectronsAux.": 0.3596900000000005, + "AnalysisSiHitElectronsAuxDyn.DFCommonElectronsLHVeryLoose": 0.47907700000001796, + "AnalysisSiHitElectronsAuxDyn.OQ": 0.6787579999999593, + "AnalysisSiHitElectronsAuxDyn.author": 0.5170190000000048, + "AnalysisSiHitElectronsAuxDyn.charge": 0.5373389999999745, + "AnalysisSiHitElectronsAuxDyn.clEta": 1.2025820000000067, + "AnalysisSiHitElectronsAuxDyn.clPhi": 1.2008710000000065, + "AnalysisSiHitElectronsAuxDyn.d0Normalized": 1.1892619999999852, + "AnalysisSiHitElectronsAuxDyn.eta": 1.1925400000000081, + "AnalysisSiHitElectronsAuxDyn.m": 0.47140900000005104, + "AnalysisSiHitElectronsAuxDyn.nInnerExpPix": 0.5116199999999935, + "AnalysisSiHitElectronsAuxDyn.phi": 1.191176999999982, + "AnalysisSiHitElectronsAuxDyn.pt": 1.1732529999999883, + "AnalysisSiHitElectronsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVALooseCone_pt1000_CloseByCorr": 0.9595679999999902, + "AnalysisSiHitElectronsAuxDyn.topoetcone20_CloseByCorr": 1.2171010000000138, + "AnalysisSiHitElectronsAuxDyn.z0stheta": 1.215976000000012, + "AnalysisTauJets": 0.0, + "AnalysisTauJetsAux.": 0.3573820000000012, + "AnalysisTauJetsAuxDyn.EleRNNLoose_v1": 0.48216899999999896, + "AnalysisTauJetsAuxDyn.EleRNNMedium_v1": 0.4860530000000267, + "AnalysisTauJetsAuxDyn.EleRNNTight_v1": 0.4862630000000081, + "AnalysisTauJetsAuxDyn.JetDeepSetLoose": 0.47813500000000886, + "AnalysisTauJetsAuxDyn.JetDeepSetMedium": 0.4752480000000219, + "AnalysisTauJetsAuxDyn.JetDeepSetScore": 0.922347000000002, + "AnalysisTauJetsAuxDyn.JetDeepSetScoreTrans": 0.8974929999999972, + "AnalysisTauJetsAuxDyn.JetDeepSetTight": 0.47086000000001604, + "AnalysisTauJetsAuxDyn.JetDeepSetVeryLoose": 0.48684199999996736, + "AnalysisTauJetsAuxDyn.NNDecayMode": 0.521995000000004, + "AnalysisTauJetsAuxDyn.PanTau_DecayMode": 0.5262899999999604, + "AnalysisTauJetsAuxDyn.RNNEleScore": 0.8565740000000233, + "AnalysisTauJetsAuxDyn.RNNEleScoreSigTrans_v1": 0.9024489999999901, + "AnalysisTauJetsAuxDyn.RNNJetScore": 0.9180840000000217, + "AnalysisTauJetsAuxDyn.RNNJetScoreSigTrans": 0.8987549999999942, + "AnalysisTauJetsAuxDyn.charge": 0.4988499999999476, + "AnalysisTauJetsAuxDyn.eta": 0.9093379999999911, + "AnalysisTauJetsAuxDyn.etaFinalCalib": 0.9149289999999723, + "AnalysisTauJetsAuxDyn.etaTauEnergyScale": 0.9169790000000262, + "AnalysisTauJetsAuxDyn.isTauFlags": 0.5187660000000278, + "AnalysisTauJetsAuxDyn.m": 0.4507520000000227, + "AnalysisTauJetsAuxDyn.phi": 0.9096829999999727, + "AnalysisTauJetsAuxDyn.pt": 0.8829860000000167, + "AnalysisTauJetsAuxDyn.ptFinalCalib": 0.8883739999999989, + "AnalysisTauJetsAuxDyn.ptTauEnergyScale": 0.895973999999967, + "AnalysisTauJetsAuxDyn.tauTrackLinks": 1.2614680000000362, + "AnalysisTauJetsAuxDyn.vertexLink": 0.8359040000000277, + "AnalysisTauJetsAuxDyn.vertexLink/AnalysisTauJetsAuxDyn.vertexLink.m_persIndex": 0.2672640000000115, + "AnalysisTauJetsAuxDyn.vertexLink/AnalysisTauJetsAuxDyn.vertexLink.m_persKey": 0.2277059999999551, + "AnalysisTrigMatch_HLT_2e12_lhloose_nod0_mu10": 0.0, + "AnalysisTrigMatch_HLT_2e12_lhloose_nod0_mu10Aux.": 0.36532599999999604, + "AnalysisTrigMatch_HLT_2e12_lhloose_nod0_mu10AuxDyn.TrigMatchedObjects": 0.38153699999998025, + "AnalysisTrigMatch_HLT_2e17_lhvloose_nod0": 0.0, + "AnalysisTrigMatch_HLT_2e17_lhvloose_nod0Aux.": 0.36455500000000995, + "AnalysisTrigMatch_HLT_2e17_lhvloose_nod0_L12EM15VHI": 0.0, + "AnalysisTrigMatch_HLT_2e17_lhvloose_nod0_L12EM15VHIAux.": 0.3660909999999973, + "AnalysisTrigMatch_HLT_2e17_lhvloose_nod0_L12EM15VHIAuxDyn.TrigMatchedObjects": 0.4031049999999823, + "AnalysisTrigMatch_HLT_2e24_lhvloose_nod0": 0.0, + "AnalysisTrigMatch_HLT_2e24_lhvloose_nod0Aux.": 0.36455499999999574, + "AnalysisTrigMatch_HLT_2e24_lhvloose_nod0AuxDyn.TrigMatchedObjects": 0.3961420000000544, + "AnalysisTrigMatch_HLT_2g20_tight_icalovloose_L12EM15VHI": 0.0, + "AnalysisTrigMatch_HLT_2g20_tight_icalovloose_L12EM15VHIAux.": 0.36787900000000207, + "AnalysisTrigMatch_HLT_2g20_tight_icalovloose_L12EM15VHIAuxDyn.TrigMatchedObjects": 0.3971950000000106, + "AnalysisTrigMatch_HLT_2g22_tight": 0.0, + "AnalysisTrigMatch_HLT_2g22_tightAux.": 0.36225600000000213, + "AnalysisTrigMatch_HLT_2g22_tight_L12EM15VHI": 0.0, + "AnalysisTrigMatch_HLT_2g22_tight_L12EM15VHIAux.": 0.36429199999999184, + "AnalysisTrigMatch_HLT_2g22_tight_L12EM15VHIAuxDyn.TrigMatchedObjects": 0.3914159999999356, + "AnalysisTrigMatch_HLT_2g22_tight_L1EM7_EMPTY": 0.0, + "AnalysisTrigMatch_HLT_2g22_tight_L1EM7_EMPTYAux.": 0.36532600000001025, + "AnalysisTrigMatch_HLT_2g22_tight_L1EM7_UNPAIRED_ISO": 0.0, + "AnalysisTrigMatch_HLT_2g22_tight_L1EM7_UNPAIRED_ISOAux.": 0.3660909999999973, + "AnalysisTrigMatch_HLT_2g22_tight_icalovloose": 0.0, + "AnalysisTrigMatch_HLT_2g22_tight_icalovlooseAux.": 0.36532599999999604, + "AnalysisTrigMatch_HLT_2g25_loose_g15_loose": 0.0, + "AnalysisTrigMatch_HLT_2g25_loose_g15_looseAux.": 0.36506199999999467, + "AnalysisTrigMatch_HLT_2g25_loose_g15_looseAuxDyn.TrigMatchedObjects": 0.3786920000000009, + "AnalysisTrigMatch_HLT_2g25_tight_L12EM20VH": 0.0, + "AnalysisTrigMatch_HLT_2g25_tight_L12EM20VHAux.": 0.3650620000000089, + "AnalysisTrigMatch_HLT_2g25_tight_L12EM20VHAuxDyn.TrigMatchedObjects": 0.3902769999999691, + "AnalysisTrigMatch_HLT_2g50_loose_L12EM20VH": 0.0, + "AnalysisTrigMatch_HLT_2g50_loose_L12EM20VHAux.": 0.36506199999999467, + "AnalysisTrigMatch_HLT_2g50_loose_L12EM20VHAuxDyn.TrigMatchedObjects": 0.3860069999998359, + "AnalysisTrigMatch_HLT_2mu14": 0.0, + "AnalysisTrigMatch_HLT_2mu14Aux.": 0.3599449999999962, + "AnalysisTrigMatch_HLT_2mu14AuxDyn.TrigMatchedObjects": 0.3973200000000361, + "AnalysisTrigMatch_HLT_2mu20_L12MU20_OVERLAY": 0.0, + "AnalysisTrigMatch_HLT_2mu20_L12MU20_OVERLAYAux.": 0.36429200000000606, + "AnalysisTrigMatch_HLT_2mu20_L12MU20_OVERLAYAuxDyn.TrigMatchedObjects": 0.3920140000000174, + "AnalysisTrigMatch_HLT_2mu4_bJpsimumu": 0.0, + "AnalysisTrigMatch_HLT_2mu4_bJpsimumuAux.": 0.36377600000000143, + "AnalysisTrigMatch_HLT_2mu4_bUpsimumu": 0.0, + "AnalysisTrigMatch_HLT_2mu4_bUpsimumuAux.": 0.36377600000000143, + "AnalysisTrigMatch_HLT_2mu6_bJpsimumu": 0.0, + "AnalysisTrigMatch_HLT_2mu6_bJpsimumuAux.": 0.36377600000000143, + "AnalysisTrigMatch_HLT_2mu6_bUpsimumu": 0.0, + "AnalysisTrigMatch_HLT_2mu6_bUpsimumuAux.": 0.36377600000000143, + "AnalysisTrigMatch_HLT_3g20_loose": 0.0, + "AnalysisTrigMatch_HLT_3g20_looseAux.": 0.3622559999999879, + "AnalysisTrigMatch_HLT_3mu3_mu3noL1_L13MU4": 0.0, + "AnalysisTrigMatch_HLT_3mu3_mu3noL1_L13MU4Aux.": 0.36378000000000554, + "AnalysisTrigMatch_HLT_3mu4": 0.0, + "AnalysisTrigMatch_HLT_3mu4Aux.": 0.3609699999999947, + "AnalysisTrigMatch_HLT_3mu4_mu2noL1": 0.0, + "AnalysisTrigMatch_HLT_3mu4_mu2noL1Aux.": 0.36277200000000676, + "AnalysisTrigMatch_HLT_3mu6": 0.0, + "AnalysisTrigMatch_HLT_3mu6Aux.": 0.3609699999999947, + "AnalysisTrigMatch_HLT_3mu6AuxDyn.TrigMatchedObjects": 0.3766889999999421, + "AnalysisTrigMatch_HLT_3mu6_msonly": 0.0, + "AnalysisTrigMatch_HLT_3mu6_msonlyAux.": 0.36173300000000097, + "AnalysisTrigMatch_HLT_3mu6_msonlyAuxDyn.TrigMatchedObjects": 0.3836319999999205, + "AnalysisTrigMatch_HLT_3mu6_msonly_L1MU4_UNPAIRED_ISO": 0.0, + "AnalysisTrigMatch_HLT_3mu6_msonly_L1MU4_UNPAIRED_ISOAux.": 0.3676280000000105, + "AnalysisTrigMatch_HLT_3mu6_msonly_L1MU6_EMPTY": 0.0, + "AnalysisTrigMatch_HLT_3mu6_msonly_L1MU6_EMPTYAux.": 0.3648029999999949, + "AnalysisTrigMatch_HLT_4mu4": 0.0, + "AnalysisTrigMatch_HLT_4mu4Aux.": 0.3609699999999947, + "AnalysisTrigMatch_HLT_4mu4AuxDyn.TrigMatchedObjects": 0.36958899999990535, + "AnalysisTrigMatch_HLT_e100_lhvloose_nod0": 0.0, + "AnalysisTrigMatch_HLT_e100_lhvloose_nod0Aux.": 0.36455500000000995, + "AnalysisTrigMatch_HLT_e100_lhvloose_nod0AuxDyn.TrigMatchedObjects": 0.3875319999999647, + "AnalysisTrigMatch_HLT_e10_lhvloose_nod0_L1EM7": 0.0, + "AnalysisTrigMatch_HLT_e10_lhvloose_nod0_L1EM7Aux.": 0.3648029999999949, + "AnalysisTrigMatch_HLT_e10_lhvloose_nod0_L1EM7AuxDyn.TrigMatchedObjects": 0.44990699999999606, + "AnalysisTrigMatch_HLT_e120_lhvloose_nod0": 0.0, + "AnalysisTrigMatch_HLT_e120_lhvloose_nod0Aux.": 0.36455499999999574, + "AnalysisTrigMatch_HLT_e120_lhvloose_nod0AuxDyn.TrigMatchedObjects": 0.3844460000000254, + "AnalysisTrigMatch_HLT_e12_lhloose_nod0_2mu10": 0.0, + "AnalysisTrigMatch_HLT_e12_lhloose_nod0_2mu10Aux.": 0.36532600000001025, + "AnalysisTrigMatch_HLT_e12_lhloose_nod0_2mu10AuxDyn.TrigMatchedObjects": 0.3816460000000461, + "AnalysisTrigMatch_HLT_e12_lhvloose_nod0_L1EM10VH": 0.0, + "AnalysisTrigMatch_HLT_e12_lhvloose_nod0_L1EM10VHAux.": 0.36736799999999903, + "AnalysisTrigMatch_HLT_e12_lhvloose_nod0_L1EM10VHAuxDyn.TrigMatchedObjects": 0.45076399999993555, + "AnalysisTrigMatch_HLT_e140_lhloose_nod0": 0.0, + "AnalysisTrigMatch_HLT_e140_lhloose_nod0Aux.": 0.36327, + "AnalysisTrigMatch_HLT_e140_lhloose_nod0AuxDyn.TrigMatchedObjects": 0.3824680000000171, + "AnalysisTrigMatch_HLT_e140_lhvloose_nod0": 0.0, + "AnalysisTrigMatch_HLT_e140_lhvloose_nod0Aux.": 0.36455499999999574, + "AnalysisTrigMatch_HLT_e140_lhvloose_nod0AuxDyn.TrigMatchedObjects": 0.3799059999998917, + "AnalysisTrigMatch_HLT_e15_lhvloose_nod0_L1EM7": 0.0, + "AnalysisTrigMatch_HLT_e15_lhvloose_nod0_L1EM7Aux.": 0.3648029999999949, + "AnalysisTrigMatch_HLT_e15_lhvloose_nod0_L1EM7AuxDyn.TrigMatchedObjects": 0.44882800000004863, + "AnalysisTrigMatch_HLT_e160_lhvloose_nod0": 0.0, + "AnalysisTrigMatch_HLT_e160_lhvloose_nod0Aux.": 0.36455500000000995, + "AnalysisTrigMatch_HLT_e160_lhvloose_nod0AuxDyn.TrigMatchedObjects": 0.37936900000022433, + "AnalysisTrigMatch_HLT_e17_lhloose_nod0_2e12_lhloose_nod0_L1EM15VH_3EM10VH": 0.0, + "AnalysisTrigMatch_HLT_e17_lhloose_nod0_2e12_lhloose_nod0_L1EM15VH_3EM10VHAux.": 0.3722269999999952, + "AnalysisTrigMatch_HLT_e17_lhloose_nod0_mu14": 0.0, + "AnalysisTrigMatch_HLT_e17_lhloose_nod0_mu14Aux.": 0.36429199999999184, + "AnalysisTrigMatch_HLT_e17_lhloose_nod0_mu14AuxDyn.TrigMatchedObjects": 0.3887159999999312, + "AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwo": 0.0, + "AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwoAux.": 0.3729950000000031, + "AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwoAuxDyn.TrigMatchedObjects": 0.4215110000000095, + "AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwoEF": 0.0, + "AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwoEFAux.": 0.37350899999999854, + "AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwoEFAuxDyn.TrigMatchedObjects": 0.4245189999999184, + "AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwoEF_L1DR-EM15TAU12I-J25": 0.0, + "AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwoEF_L1DR-EM15TAU12I-J25Aux.": 0.37837900000000957, + "AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwoEF_L1DR-EM15TAU12I-J25AuxDyn.TrigMatchedObjects": 0.4306920000001355, + "AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwoEF_L1EM15VHI_2TAU12IM_4J12": 0.0, + "AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwoEF_L1EM15VHI_2TAU12IM_4J12Aux.": 0.38067099999999243, + "AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwoEF_L1EM15VHI_2TAU12IM_4J12AuxDyn.TrigMatchedObjects": 0.42097800000010466, + "AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwo_L1DR-EM15TAU12I-J25": 0.0, + "AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwo_L1DR-EM15TAU12I-J25Aux.": 0.37836699999999723, + "AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwo_L1DR-EM15TAU12I-J25AuxDyn.TrigMatchedObjects": 0.4280579999999645, + "AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwo_L1EM15VHI_2TAU12IM_4J12": 0.0, + "AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwo_L1EM15VHI_2TAU12IM_4J12Aux.": 0.37914700000000323, + "AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwo_L1EM15VHI_2TAU12IM_4J12AuxDyn.TrigMatchedObjects": 0.41928699999994024, + "AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_mediumRNN_tracktwoMVA": 0.0, + "AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_mediumRNN_tracktwoMVAAux.": 0.3730040000000088, + "AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_mediumRNN_tracktwoMVAAuxDyn.TrigMatchedObjects": 0.42579399999999623, + "AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_mediumRNN_tracktwoMVA_L1DR-EM15TAU12I-J25": 0.0, + "AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_mediumRNN_tracktwoMVA_L1DR-EM15TAU12I-J25Aux.": 0.37787199999999643, + "AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_mediumRNN_tracktwoMVA_L1DR-EM15TAU12I-J25AuxDyn.TrigMatchedObjects": 0.4319479999999203, + "AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_mediumRNN_tracktwoMVA_L1EM15VHI_2TAU12IM_4J12": 0.0, + "AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_mediumRNN_tracktwoMVA_L1EM15VHI_2TAU12IM_4J12Aux.": 0.37914599999999155, + "AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_mediumRNN_tracktwoMVA_L1EM15VHI_2TAU12IM_4J12AuxDyn.TrigMatchedObjects": 0.4241099999999278, + "AnalysisTrigMatch_HLT_e17_lhmedium_nod0_tau80_medium1_tracktwo": 0.0, + "AnalysisTrigMatch_HLT_e17_lhmedium_nod0_tau80_medium1_tracktwoAux.": 0.3701870000000014, + "AnalysisTrigMatch_HLT_e17_lhvloose_nod0": 0.0, + "AnalysisTrigMatch_HLT_e17_lhvloose_nod0Aux.": 0.36327, + "AnalysisTrigMatch_HLT_e17_lhvloose_nod0AuxDyn.TrigMatchedObjects": 0.4438319999999294, + "AnalysisTrigMatch_HLT_e200_etcut": 0.0, + "AnalysisTrigMatch_HLT_e200_etcutAux.": 0.36225600000000213, + "AnalysisTrigMatch_HLT_e200_etcutAuxDyn.TrigMatchedObjects": 0.37507499999992433, + "AnalysisTrigMatch_HLT_e20_lhvloose": 0.0, + "AnalysisTrigMatch_HLT_e20_lhvlooseAux.": 0.36277200000000676, + "AnalysisTrigMatch_HLT_e20_lhvloose_nod0": 0.0, + "AnalysisTrigMatch_HLT_e20_lhvloose_nod0Aux.": 0.36327, + "AnalysisTrigMatch_HLT_e20_lhvloose_nod0AuxDyn.TrigMatchedObjects": 0.44339400000001206, + "AnalysisTrigMatch_HLT_e22_lhvloose_nod0_e12_lhvloose_nod0_e10_lhvloose_nod0_L1EM20VH_2EM10VH_3EM8VH": 0.0, + "AnalysisTrigMatch_HLT_e22_lhvloose_nod0_e12_lhvloose_nod0_e10_lhvloose_nod0_L1EM20VH_2EM10VH_3EM8VHAux.": 0.37863299999999356, + "AnalysisTrigMatch_HLT_e24_lhmedium_nod0_ivarloose_tau35_medium1_tracktwo": 0.0, + "AnalysisTrigMatch_HLT_e24_lhmedium_nod0_ivarloose_tau35_medium1_tracktwoAux.": 0.3729950000000031, + "AnalysisTrigMatch_HLT_e24_lhmedium_nod0_ivarloose_tau35_medium1_tracktwoAuxDyn.TrigMatchedObjects": 0.4085440000001199, + "AnalysisTrigMatch_HLT_e24_lhmedium_nod0_ivarloose_tau35_medium1_tracktwoEF": 0.0, + "AnalysisTrigMatch_HLT_e24_lhmedium_nod0_ivarloose_tau35_medium1_tracktwoEFAux.": 0.37350899999999854, + "AnalysisTrigMatch_HLT_e24_lhmedium_nod0_ivarloose_tau35_medium1_tracktwoEFAuxDyn.TrigMatchedObjects": 0.4117670000000544, + "AnalysisTrigMatch_HLT_e24_lhmedium_nod0_ivarloose_tau35_mediumRNN_tracktwoMVA": 0.0, + "AnalysisTrigMatch_HLT_e24_lhmedium_nod0_ivarloose_tau35_mediumRNN_tracktwoMVAAux.": 0.37300399999999456, + "AnalysisTrigMatch_HLT_e24_lhmedium_nod0_ivarloose_tau35_mediumRNN_tracktwoMVAAuxDyn.TrigMatchedObjects": 0.4127779999998893, + "AnalysisTrigMatch_HLT_e24_lhtight_nod0_ivarloose": 0.0, + "AnalysisTrigMatch_HLT_e24_lhtight_nod0_ivarlooseAux.": 0.36736799999999903, + "AnalysisTrigMatch_HLT_e24_lhvloose_nod0_2e12_lhvloose_nod0_L1EM20VH_3EM10VH": 0.0, + "AnalysisTrigMatch_HLT_e24_lhvloose_nod0_2e12_lhvloose_nod0_L1EM20VH_3EM10VHAux.": 0.3732450000000114, + "AnalysisTrigMatch_HLT_e24_lhvloose_nod0_2e12_lhvloose_nod0_L1EM20VH_3EM10VHAuxDyn.TrigMatchedObjects": 0.39797599999997146, + "AnalysisTrigMatch_HLT_e26_lhloose_nod0": 0.0, + "AnalysisTrigMatch_HLT_e26_lhloose_nod0Aux.": 0.3640359999999987, + "AnalysisTrigMatch_HLT_e26_lhmedium_nod0_mu8noL1": 0.0, + "AnalysisTrigMatch_HLT_e26_lhmedium_nod0_mu8noL1Aux.": 0.3650650000000013, + "AnalysisTrigMatch_HLT_e26_lhmedium_nod0_mu8noL1AuxDyn.TrigMatchedObjects": 0.3788170000000264, + "AnalysisTrigMatch_HLT_e26_lhtight_nod0": 0.0, + "AnalysisTrigMatch_HLT_e26_lhtight_nod0Aux.": 0.3640359999999987, + "AnalysisTrigMatch_HLT_e26_lhtight_nod0AuxDyn.TrigMatchedObjects": 0.4372839999999769, + "AnalysisTrigMatch_HLT_e26_lhtight_nod0_e15_etcut_L1EM7_Zee": 0.0, + "AnalysisTrigMatch_HLT_e26_lhtight_nod0_e15_etcut_L1EM7_ZeeAux.": 0.36915899999999624, + "AnalysisTrigMatch_HLT_e26_lhtight_nod0_e15_etcut_L1EM7_ZeeAuxDyn.TrigMatchedObjects": 0.4117039999999861, + "AnalysisTrigMatch_HLT_e26_lhtight_nod0_ivarloose": 0.0, + "AnalysisTrigMatch_HLT_e26_lhtight_nod0_ivarlooseAux.": 0.36736799999999903, + "AnalysisTrigMatch_HLT_e26_lhtight_nod0_ivarlooseAuxDyn.TrigMatchedObjects": 0.4397480000000087, + "AnalysisTrigMatch_HLT_e28_lhtight_nod0_L1EM22VHI": 0.0, + "AnalysisTrigMatch_HLT_e28_lhtight_nod0_L1EM22VHIAux.": 0.36736799999999903, + "AnalysisTrigMatch_HLT_e28_lhtight_nod0_noringer_ivarloose": 0.0, + "AnalysisTrigMatch_HLT_e28_lhtight_nod0_noringer_ivarlooseAux.": 0.3678770000000071, + "AnalysisTrigMatch_HLT_e28_lhvloose_nod0_L1EM22VH": 0.0, + "AnalysisTrigMatch_HLT_e28_lhvloose_nod0_L1EM22VHAux.": 0.36736799999999903, + "AnalysisTrigMatch_HLT_e28_lhvloose_nod0_L1EM22VHAuxDyn.TrigMatchedObjects": 0.38427599999999984, + "AnalysisTrigMatch_HLT_e300_etcut": 0.0, + "AnalysisTrigMatch_HLT_e300_etcutAux.": 0.36225600000000213, + "AnalysisTrigMatch_HLT_e300_etcutAuxDyn.TrigMatchedObjects": 0.37891899999999623, + "AnalysisTrigMatch_HLT_e5_lhvloose_nod0": 0.0, + "AnalysisTrigMatch_HLT_e5_lhvloose_nod0Aux.": 0.3640359999999987, + "AnalysisTrigMatch_HLT_e5_lhvloose_nod0AuxDyn.TrigMatchedObjects": 0.4498829999999998, + "AnalysisTrigMatch_HLT_e60_lhmedium_nod0": 0.0, + "AnalysisTrigMatch_HLT_e60_lhmedium_nod0Aux.": 0.36327, + "AnalysisTrigMatch_HLT_e60_lhmedium_nod0AuxDyn.TrigMatchedObjects": 0.39715499999988424, + "AnalysisTrigMatch_HLT_e60_lhvloose_nod0": 0.0, + "AnalysisTrigMatch_HLT_e60_lhvloose_nod0Aux.": 0.36327, + "AnalysisTrigMatch_HLT_e60_lhvloose_nod0AuxDyn.TrigMatchedObjects": 0.3801770000000033, + "AnalysisTrigMatch_HLT_e70_lhvloose_nod0": 0.0, + "AnalysisTrigMatch_HLT_e70_lhvloose_nod0Aux.": 0.36327, + "AnalysisTrigMatch_HLT_e70_lhvloose_nod0AuxDyn.TrigMatchedObjects": 0.39544999999998254, + "AnalysisTrigMatch_HLT_e7_lhmedium_nod0_mu24": 0.0, + "AnalysisTrigMatch_HLT_e7_lhmedium_nod0_mu24Aux.": 0.36429199999999184, + "AnalysisTrigMatch_HLT_e7_lhmedium_nod0_mu24AuxDyn.TrigMatchedObjects": 0.3895689999999945, + "AnalysisTrigMatch_HLT_e80_lhvloose_nod0": 0.0, + "AnalysisTrigMatch_HLT_e80_lhvloose_nod0Aux.": 0.36327, + "AnalysisTrigMatch_HLT_e80_lhvloose_nod0AuxDyn.TrigMatchedObjects": 0.3922050000001036, + "AnalysisTrigMatch_HLT_e9_lhvloose_nod0_mu20_mu8noL1": 0.0, + "AnalysisTrigMatch_HLT_e9_lhvloose_nod0_mu20_mu8noL1Aux.": 0.3660909999999973, + "AnalysisTrigMatch_HLT_e9_lhvloose_nod0_mu20_mu8noL1AuxDyn.TrigMatchedObjects": 0.3850649999999405, + "AnalysisTrigMatch_HLT_e9_lhvloose_nod0_mu20_mu8noL1_L1EM7_MU20": 0.0, + "AnalysisTrigMatch_HLT_e9_lhvloose_nod0_mu20_mu8noL1_L1EM7_MU20Aux.": 0.3701870000000014, + "AnalysisTrigMatch_HLT_e9_lhvloose_nod0_mu20_mu8noL1_L1EM7_MU20AuxDyn.TrigMatchedObjects": 0.39186399999994137, + "AnalysisTrigMatch_HLT_g120_loose": 0.0, + "AnalysisTrigMatch_HLT_g120_looseAux.": 0.36225600000000213, + "AnalysisTrigMatch_HLT_g120_looseAuxDyn.TrigMatchedObjects": 0.40107399999999416, + "AnalysisTrigMatch_HLT_g140_loose": 0.0, + "AnalysisTrigMatch_HLT_g140_looseAux.": 0.36225600000000213, + "AnalysisTrigMatch_HLT_g140_looseAuxDyn.TrigMatchedObjects": 0.3986010000000988, + "AnalysisTrigMatch_HLT_g200_etcut": 0.0, + "AnalysisTrigMatch_HLT_g200_etcutAux.": 0.36225600000000213, + "AnalysisTrigMatch_HLT_g200_etcutAuxDyn.TrigMatchedObjects": 0.37477400000000216, + "AnalysisTrigMatch_HLT_g300_etcut": 0.0, + "AnalysisTrigMatch_HLT_g300_etcutAux.": 0.36225600000000213, + "AnalysisTrigMatch_HLT_g300_etcutAuxDyn.TrigMatchedObjects": 0.37875000000008185, + "AnalysisTrigMatch_HLT_g35_loose_g25_loose": 0.0, + "AnalysisTrigMatch_HLT_g35_loose_g25_looseAux.": 0.36377999999999133, + "AnalysisTrigMatch_HLT_g35_loose_g25_loose_L12EM20VH": 0.0, + "AnalysisTrigMatch_HLT_g35_loose_g25_loose_L12EM20VHAux.": 0.3660910000000115, + "AnalysisTrigMatch_HLT_g35_loose_g25_loose_L12EM20VHAuxDyn.TrigMatchedObjects": 0.38603999999986627, + "AnalysisTrigMatch_HLT_g35_medium_g25_medium_L12EM20VH": 0.0, + "AnalysisTrigMatch_HLT_g35_medium_g25_medium_L12EM20VHAux.": 0.36684899999998777, + "AnalysisTrigMatch_HLT_g35_medium_g25_medium_L12EM20VHAuxDyn.TrigMatchedObjects": 0.3982699999999113, + "AnalysisTrigMatch_HLT_g35_medium_g25_medium_L1EM7_EMPTY": 0.0, + "AnalysisTrigMatch_HLT_g35_medium_g25_medium_L1EM7_EMPTYAux.": 0.36787900000000207, + "AnalysisTrigMatch_HLT_g35_medium_g25_medium_L1EM7_UNPAIRED_ISO": 0.0, + "AnalysisTrigMatch_HLT_g35_medium_g25_medium_L1EM7_UNPAIRED_ISOAux.": 0.3701870000000014, + "AnalysisTrigMatch_HLT_g45_loose_6j45_0eta240": 0.0, + "AnalysisTrigMatch_HLT_g45_loose_6j45_0eta240Aux.": 0.36532599999999604, + "AnalysisTrigMatch_HLT_g45_loose_6j45_0eta240AuxDyn.TrigMatchedObjects": 0.3850590000000693, + "AnalysisTrigMatch_HLT_id_cosmicid_L1MU11_EMPTY": 0.0, + "AnalysisTrigMatch_HLT_id_cosmicid_L1MU11_EMPTYAux.": 0.3658410000000032, + "AnalysisTrigMatch_HLT_mu10": 0.0, + "AnalysisTrigMatch_HLT_mu10Aux.": 0.3609700000000089, + "AnalysisTrigMatch_HLT_mu10AuxDyn.TrigMatchedObjects": 0.46555899999998474, + "AnalysisTrigMatch_HLT_mu10_bJpsi_TrkPEB": 0.0, + "AnalysisTrigMatch_HLT_mu10_bJpsi_TrkPEBAux.": 0.36327, + "AnalysisTrigMatch_HLT_mu10_bJpsi_TrkPEBAuxDyn.TrigMatchedObjects": 0.3789990000000216, + "AnalysisTrigMatch_HLT_mu10_bJpsi_Trkloose": 0.0, + "AnalysisTrigMatch_HLT_mu10_bJpsi_TrklooseAux.": 0.36377999999999133, + "AnalysisTrigMatch_HLT_mu11_bJpsi_TrkPEB": 0.0, + "AnalysisTrigMatch_HLT_mu11_bJpsi_TrkPEBAux.": 0.36327, + "AnalysisTrigMatch_HLT_mu11_mu6_bJpsimumu": 0.0, + "AnalysisTrigMatch_HLT_mu11_mu6_bJpsimumuAux.": 0.36455500000000995, + "AnalysisTrigMatch_HLT_mu11_mu6_bJpsimumuAuxDyn.TrigMatchedObjects": 0.38053400000012516, + "AnalysisTrigMatch_HLT_mu11_mu6_bUpsimumu": 0.0, + "AnalysisTrigMatch_HLT_mu11_mu6_bUpsimumuAux.": 0.36455499999999574, + "AnalysisTrigMatch_HLT_mu11_mu6_bUpsimumuAuxDyn.TrigMatchedObjects": 0.3862920000001395, + "AnalysisTrigMatch_HLT_mu13_mu13_idperf_Zmumu": 0.0, + "AnalysisTrigMatch_HLT_mu13_mu13_idperf_ZmumuAux.": 0.36532599999999604, + "AnalysisTrigMatch_HLT_mu13_mu13_idperf_ZmumuAuxDyn.TrigMatchedObjects": 0.4008699999999408, + "AnalysisTrigMatch_HLT_mu14": 0.0, + "AnalysisTrigMatch_HLT_mu14Aux.": 0.3609699999999947, + "AnalysisTrigMatch_HLT_mu14AuxDyn.TrigMatchedObjects": 0.46431100000000924, + "AnalysisTrigMatch_HLT_mu14_ivarloose_L1MU11_tau35_medium1_tracktwoEF_L1MU11_TAU20IM": 0.0, + "AnalysisTrigMatch_HLT_mu14_ivarloose_L1MU11_tau35_medium1_tracktwoEF_L1MU11_TAU20IMAux.": 0.37478800000000945, + "AnalysisTrigMatch_HLT_mu14_ivarloose_L1MU11_tau35_medium1_tracktwoEF_L1MU11_TAU20IMAuxDyn.TrigMatchedObjects": 0.42076299999996536, + "AnalysisTrigMatch_HLT_mu14_ivarloose_L1MU11_tau35_medium1_tracktwo_L1MU11_TAU20IM": 0.0, + "AnalysisTrigMatch_HLT_mu14_ivarloose_L1MU11_tau35_medium1_tracktwo_L1MU11_TAU20IMAux.": 0.3740219999999965, + "AnalysisTrigMatch_HLT_mu14_ivarloose_L1MU11_tau35_medium1_tracktwo_L1MU11_TAU20IMAuxDyn.TrigMatchedObjects": 0.4182630000000245, + "AnalysisTrigMatch_HLT_mu14_ivarloose_L1MU11_tau35_mediumRNN_tracktwoMVA_L1MU11_TAU20IM": 0.0, + "AnalysisTrigMatch_HLT_mu14_ivarloose_L1MU11_tau35_mediumRNN_tracktwoMVA_L1MU11_TAU20IMAux.": 0.3760910000000024, + "AnalysisTrigMatch_HLT_mu14_ivarloose_L1MU11_tau35_mediumRNN_tracktwoMVA_L1MU11_TAU20IMAuxDyn.TrigMatchedObjects": 0.41905099999996764, + "AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwo": 0.0, + "AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwoAux.": 0.36838799999999594, + "AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwoAuxDyn.TrigMatchedObjects": 0.40701799999999366, + "AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwoEF": 0.0, + "AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwoEFAux.": 0.36889999999999645, + "AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwoEFAuxDyn.TrigMatchedObjects": 0.40816000000006625, + "AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwoEF_L1DR-MU10TAU12I_TAU12I-J25": 0.0, + "AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwoEF_L1DR-MU10TAU12I_TAU12I-J25Aux.": 0.3770930000000021, + "AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwoEF_L1DR-MU10TAU12I_TAU12I-J25AuxDyn.TrigMatchedObjects": 0.42108199999995577, + "AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwoEF_L1MU10_TAU12IM_3J12": 0.0, + "AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwoEF_L1MU10_TAU12IM_3J12Aux.": 0.37402200000001073, + "AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwoEF_L1MU10_TAU12IM_3J12AuxDyn.TrigMatchedObjects": 0.41131099999995513, + "AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwo_L1DR-MU10TAU12I_TAU12I-J25": 0.0, + "AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwo_L1DR-MU10TAU12I_TAU12I-J25Aux.": 0.3760909999999882, + "AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwo_L1DR-MU10TAU12I_TAU12I-J25AuxDyn.TrigMatchedObjects": 0.41924600000004375, + "AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwo_L1MU10_TAU12IM_3J12": 0.0, + "AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwo_L1MU10_TAU12IM_3J12Aux.": 0.3735140000000001, + "AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwo_L1MU10_TAU12IM_3J12AuxDyn.TrigMatchedObjects": 0.4102810000000545, + "AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_mediumRNN_tracktwoMVA": 0.0, + "AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_mediumRNN_tracktwoMVAAux.": 0.3706949999999978, + "AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_mediumRNN_tracktwoMVAAuxDyn.TrigMatchedObjects": 0.4109019999999646, + "AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_mediumRNN_tracktwoMVA_L1DR-MU10TAU12I_TAU12I-J25": 0.0, + "AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_mediumRNN_tracktwoMVA_L1DR-MU10TAU12I_TAU12I-J25Aux.": 0.37683400000000233, + "AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_mediumRNN_tracktwoMVA_L1DR-MU10TAU12I_TAU12I-J25AuxDyn.TrigMatchedObjects": 0.4235589999999547, + "AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_mediumRNN_tracktwoMVA_L1MU10_TAU12IM_3J12": 0.0, + "AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_mediumRNN_tracktwoMVA_L1MU10_TAU12IM_3J12Aux.": 0.37632500000000846, + "AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_mediumRNN_tracktwoMVA_L1MU10_TAU12IM_3J12AuxDyn.TrigMatchedObjects": 0.4130720000000565, + "AnalysisTrigMatch_HLT_mu14_ivarloose_tau35_medium1_tracktwo": 0.0, + "AnalysisTrigMatch_HLT_mu14_ivarloose_tau35_medium1_tracktwoAux.": 0.36838799999999594, + "AnalysisTrigMatch_HLT_mu14_ivarloose_tau35_medium1_tracktwoAuxDyn.TrigMatchedObjects": 0.4072159999999485, + "AnalysisTrigMatch_HLT_mu14_ivarloose_tau35_medium1_tracktwoEF": 0.0, + "AnalysisTrigMatch_HLT_mu14_ivarloose_tau35_medium1_tracktwoEFAux.": 0.36889999999999645, + "AnalysisTrigMatch_HLT_mu14_ivarloose_tau35_medium1_tracktwoEFAuxDyn.TrigMatchedObjects": 0.40850700000009965, + "AnalysisTrigMatch_HLT_mu14_ivarloose_tau35_mediumRNN_tracktwoMVA": 0.0, + "AnalysisTrigMatch_HLT_mu14_ivarloose_tau35_mediumRNN_tracktwoMVAAux.": 0.3706949999999978, + "AnalysisTrigMatch_HLT_mu14_ivarloose_tau35_mediumRNN_tracktwoMVAAuxDyn.TrigMatchedObjects": 0.41005299999994804, + "AnalysisTrigMatch_HLT_mu18": 0.0, + "AnalysisTrigMatch_HLT_mu18Aux.": 0.3609700000000089, + "AnalysisTrigMatch_HLT_mu20": 0.0, + "AnalysisTrigMatch_HLT_mu20Aux.": 0.3609699999999947, + "AnalysisTrigMatch_HLT_mu20AuxDyn.TrigMatchedObjects": 0.44889999999998054, + "AnalysisTrigMatch_HLT_mu20_2mu2noL1_JpsimumuFS": 0.0, + "AnalysisTrigMatch_HLT_mu20_2mu2noL1_JpsimumuFSAux.": 0.3658410000000032, + "AnalysisTrigMatch_HLT_mu20_2mu2noL1_JpsimumuFSAuxDyn.TrigMatchedObjects": 0.38121399999999994, + "AnalysisTrigMatch_HLT_mu20_2mu4_JpsimumuL2": 0.0, + "AnalysisTrigMatch_HLT_mu20_2mu4_JpsimumuL2Aux.": 0.36506199999999467, + "AnalysisTrigMatch_HLT_mu20_2mu4_JpsimumuL2AuxDyn.TrigMatchedObjects": 0.39028800000005504, + "AnalysisTrigMatch_HLT_mu20_2mu4noL1": 0.0, + "AnalysisTrigMatch_HLT_mu20_2mu4noL1Aux.": 0.36275500000000704, + "AnalysisTrigMatch_HLT_mu20_2mu4noL1AuxDyn.TrigMatchedObjects": 0.3799450000001343, + "AnalysisTrigMatch_HLT_mu20_bJpsi_TrkPEB": 0.0, + "AnalysisTrigMatch_HLT_mu20_bJpsi_TrkPEBAux.": 0.36327, + "AnalysisTrigMatch_HLT_mu20_ivarmedium_mu8noL1": 0.0, + "AnalysisTrigMatch_HLT_mu20_ivarmedium_mu8noL1Aux.": 0.3648029999999949, + "AnalysisTrigMatch_HLT_mu20_ivarmedium_mu8noL1AuxDyn.TrigMatchedObjects": 0.38629100000002836, + "AnalysisTrigMatch_HLT_mu20_msonly_iloosems_mu6noL1_msonly_nscan05_L1MU4_UNPAIRED_ISO": 0.0, + "AnalysisTrigMatch_HLT_mu20_msonly_iloosems_mu6noL1_msonly_nscan05_L1MU4_UNPAIRED_ISOAux.": 0.37632500000000846, + "AnalysisTrigMatch_HLT_mu20_msonly_iloosems_mu6noL1_msonly_nscan05_L1MU6_EMPTY": 0.0, + "AnalysisTrigMatch_HLT_mu20_msonly_iloosems_mu6noL1_msonly_nscan05_L1MU6_EMPTYAux.": 0.37300399999999456, + "AnalysisTrigMatch_HLT_mu20_msonly_mu15noL1_msonly_nscan05_noComb": 0.0, + "AnalysisTrigMatch_HLT_mu20_msonly_mu15noL1_msonly_nscan05_noCombAux.": 0.3706949999999978, + "AnalysisTrigMatch_HLT_mu20_msonly_mu15noL1_msonly_nscan05_noComb_L1MU4_UNPAIRED_ISO": 0.0, + "AnalysisTrigMatch_HLT_mu20_msonly_mu15noL1_msonly_nscan05_noComb_L1MU4_UNPAIRED_ISOAux.": 0.37478799999999524, + "AnalysisTrigMatch_HLT_mu20_msonly_mu15noL1_msonly_nscan05_noComb_L1MU6_EMPTY": 0.0, + "AnalysisTrigMatch_HLT_mu20_msonly_mu15noL1_msonly_nscan05_noComb_L1MU6_EMPTYAux.": 0.37402600000000064, + "AnalysisTrigMatch_HLT_mu20_msonly_mu6noL1_msonly_nscan05": 0.0, + "AnalysisTrigMatch_HLT_mu20_msonly_mu6noL1_msonly_nscan05Aux.": 0.3686490000000049, + "AnalysisTrigMatch_HLT_mu20_msonly_mu6noL1_msonly_nscan05AuxDyn.TrigMatchedObjects": 0.3857550000000174, + "AnalysisTrigMatch_HLT_mu22": 0.0, + "AnalysisTrigMatch_HLT_mu22Aux.": 0.3609699999999947, + "AnalysisTrigMatch_HLT_mu22AuxDyn.TrigMatchedObjects": 0.4463370000000282, + "AnalysisTrigMatch_HLT_mu22_mu8noL1": 0.0, + "AnalysisTrigMatch_HLT_mu22_mu8noL1Aux.": 0.36277200000000676, + "AnalysisTrigMatch_HLT_mu22_mu8noL1AuxDyn.TrigMatchedObjects": 0.38983299999995324, + "AnalysisTrigMatch_HLT_mu22_mu8noL1_TagandProbe": 0.0, + "AnalysisTrigMatch_HLT_mu22_mu8noL1_TagandProbeAux.": 0.3658410000000032, + "AnalysisTrigMatch_HLT_mu22_mu8noL1_TagandProbeAuxDyn.TrigMatchedObjects": 0.41443900000001577, + "AnalysisTrigMatch_HLT_mu24": 0.0, + "AnalysisTrigMatch_HLT_mu24Aux.": 0.3609699999999947, + "AnalysisTrigMatch_HLT_mu24AuxDyn.TrigMatchedObjects": 0.44421199999999317, + "AnalysisTrigMatch_HLT_mu24_ivarmedium": 0.0, + "AnalysisTrigMatch_HLT_mu24_ivarmediumAux.": 0.36275500000000704, + "AnalysisTrigMatch_HLT_mu26_ivarmedium": 0.0, + "AnalysisTrigMatch_HLT_mu26_ivarmediumAux.": 0.36275499999999283, + "AnalysisTrigMatch_HLT_mu26_ivarmediumAuxDyn.TrigMatchedObjects": 0.43786099999999806, + "AnalysisTrigMatch_HLT_mu4": 0.0, + "AnalysisTrigMatch_HLT_mu4Aux.": 0.3604389999999995, + "AnalysisTrigMatch_HLT_mu4AuxDyn.TrigMatchedObjects": 0.4956369999999879, + "AnalysisTrigMatch_HLT_mu4_bJpsi_TrkPEB": 0.0, + "AnalysisTrigMatch_HLT_mu4_bJpsi_TrkPEBAux.": 0.3640359999999987, + "AnalysisTrigMatch_HLT_mu4_bJpsi_TrkPEBAuxDyn.TrigMatchedObjects": 0.37680999999997766, + "AnalysisTrigMatch_HLT_mu4_bJpsi_Trkloose": 0.0, + "AnalysisTrigMatch_HLT_mu4_bJpsi_TrklooseAux.": 0.36455500000000995, + "AnalysisTrigMatch_HLT_mu4_j15_boffperf_split_dr05_dz02": 0.0, + "AnalysisTrigMatch_HLT_mu4_j15_boffperf_split_dr05_dz02Aux.": 0.36813799999998764, + "AnalysisTrigMatch_HLT_mu4_j15_boffperf_split_dr05_dz02AuxDyn.TrigMatchedObjects": 0.38717700000006516, + "AnalysisTrigMatch_HLT_mu4_j25_boffperf_split_dr05_dz02": 0.0, + "AnalysisTrigMatch_HLT_mu4_j25_boffperf_split_dr05_dz02Aux.": 0.36813800000000185, + "AnalysisTrigMatch_HLT_mu4_j25_boffperf_split_dr05_dz02AuxDyn.TrigMatchedObjects": 0.3868840000000091, + "AnalysisTrigMatch_HLT_mu4_j35_boffperf_split_dr05_dz02": 0.0, + "AnalysisTrigMatch_HLT_mu4_j35_boffperf_split_dr05_dz02Aux.": 0.36813800000000185, + "AnalysisTrigMatch_HLT_mu4_j35_boffperf_split_dr05_dz02AuxDyn.TrigMatchedObjects": 0.38675599999987753, + "AnalysisTrigMatch_HLT_mu4_j45_gsc55_boffperf_split_dr05_dz02": 0.0, + "AnalysisTrigMatch_HLT_mu4_j45_gsc55_boffperf_split_dr05_dz02Aux.": 0.36992100000000505, + "AnalysisTrigMatch_HLT_mu4_j45_gsc55_boffperf_split_dr05_dz02AuxDyn.TrigMatchedObjects": 0.38960500000007414, + "AnalysisTrigMatch_HLT_mu4_mu4_idperf_bJpsimumu_noid": 0.0, + "AnalysisTrigMatch_HLT_mu4_mu4_idperf_bJpsimumu_noidAux.": 0.3660909999999973, + "AnalysisTrigMatch_HLT_mu4_mu4_idperf_bJpsimumu_noidAuxDyn.TrigMatchedObjects": 0.3883009999999558, + "AnalysisTrigMatch_HLT_mu50": 0.0, + "AnalysisTrigMatch_HLT_mu50Aux.": 0.3609699999999947, + "AnalysisTrigMatch_HLT_mu50AuxDyn.TrigMatchedObjects": 0.40455100000008315, + "AnalysisTrigMatch_HLT_mu6": 0.0, + "AnalysisTrigMatch_HLT_mu60_0eta105_msonly": 0.0, + "AnalysisTrigMatch_HLT_mu60_0eta105_msonlyAux.": 0.36378000000000554, + "AnalysisTrigMatch_HLT_mu60_0eta105_msonlyAuxDyn.TrigMatchedObjects": 0.39643599999999424, + "AnalysisTrigMatch_HLT_mu6Aux.": 0.3604389999999995, + "AnalysisTrigMatch_HLT_mu6AuxDyn.TrigMatchedObjects": 0.4898560000000316, + "AnalysisTrigMatch_HLT_mu6_2mu4": 0.0, + "AnalysisTrigMatch_HLT_mu6_2mu4Aux.": 0.36199299999999823, + "AnalysisTrigMatch_HLT_mu6_bJpsi_TrkPEB": 0.0, + "AnalysisTrigMatch_HLT_mu6_bJpsi_TrkPEBAux.": 0.3640359999999987, + "AnalysisTrigMatch_HLT_mu6_bJpsi_TrkPEBAuxDyn.TrigMatchedObjects": 0.3766359999999622, + "AnalysisTrigMatch_HLT_mu6_bJpsi_Trkloose": 0.0, + "AnalysisTrigMatch_HLT_mu6_bJpsi_TrklooseAux.": 0.36455500000000995, + "AnalysisTrigMatch_HLT_mu6_bJpsi_lowpt_TrkPEB": 0.0, + "AnalysisTrigMatch_HLT_mu6_bJpsi_lowpt_TrkPEBAux.": 0.36532599999999604, + "AnalysisTrigMatch_HLT_mu6_bJpsi_lowpt_TrkPEBAuxDyn.TrigMatchedObjects": 0.38137800000004063, + "AnalysisTrigMatch_HLT_mu6_dRl1_mu20_msonly_iloosems_mu6noL1_dRl1_msonly": 0.0, + "AnalysisTrigMatch_HLT_mu6_dRl1_mu20_msonly_iloosems_mu6noL1_dRl1_msonlyAux.": 0.37121299999999735, + "AnalysisTrigMatch_HLT_mu6_dRl1_mu20_msonly_iloosems_mu6noL1_dRl1_msonlyAuxDyn.TrigMatchedObjects": 0.41203700000005483, + "AnalysisTrigMatch_HLT_mu6_idperf": 0.0, + "AnalysisTrigMatch_HLT_mu6_idperfAux.": 0.36225600000000213, + "AnalysisTrigMatch_HLT_mu6_idperfAuxDyn.TrigMatchedObjects": 0.49114299999996547, + "AnalysisTrigMatch_HLT_mu6_j110_gsc150_boffperf_split_dr05_dz02": 0.0, + "AnalysisTrigMatch_HLT_mu6_j110_gsc150_boffperf_split_dr05_dz02Aux.": 0.3701870000000014, + "AnalysisTrigMatch_HLT_mu6_j110_gsc150_boffperf_split_dr05_dz02AuxDyn.TrigMatchedObjects": 0.3933569999999236, + "AnalysisTrigMatch_HLT_mu6_j150_gsc175_boffperf_split_dr05_dz02": 0.0, + "AnalysisTrigMatch_HLT_mu6_j150_gsc175_boffperf_split_dr05_dz02Aux.": 0.3701870000000014, + "AnalysisTrigMatch_HLT_mu6_j150_gsc175_boffperf_split_dr05_dz02AuxDyn.TrigMatchedObjects": 0.3939050000001316, + "AnalysisTrigMatch_HLT_mu6_j175_gsc260_boffperf_split_dr05_dz02": 0.0, + "AnalysisTrigMatch_HLT_mu6_j175_gsc260_boffperf_split_dr05_dz02Aux.": 0.3701870000000014, + "AnalysisTrigMatch_HLT_mu6_j175_gsc260_boffperf_split_dr05_dz02AuxDyn.TrigMatchedObjects": 0.39373699999987366, + "AnalysisTrigMatch_HLT_mu6_j60_gsc85_boffperf_split_dr05_dz02": 0.0, + "AnalysisTrigMatch_HLT_mu6_j60_gsc85_boffperf_split_dr05_dz02Aux.": 0.36992099999999084, + "AnalysisTrigMatch_HLT_mu6_j60_gsc85_boffperf_split_dr05_dz02AuxDyn.TrigMatchedObjects": 0.39123300000005656, + "AnalysisTrigMatch_HLT_mu6_j85_gsc110_boffperf_split_dr05_dz02": 0.0, + "AnalysisTrigMatch_HLT_mu6_j85_gsc110_boffperf_split_dr05_dz02Aux.": 0.36889999999999645, + "AnalysisTrigMatch_HLT_mu6_j85_gsc110_boffperf_split_dr05_dz02AuxDyn.TrigMatchedObjects": 0.3930310000000645, + "AnalysisTrigMatch_HLT_mu6_mu4_bJpsimumu": 0.0, + "AnalysisTrigMatch_HLT_mu6_mu4_bJpsimumuAux.": 0.36327, + "AnalysisTrigMatch_HLT_mu6_mu4_bUpsimumu": 0.0, + "AnalysisTrigMatch_HLT_mu6_mu4_bUpsimumuAux.": 0.36327, + "AnalysisTrigMatch_HLT_mu6_nomucomb_2mu4_nomucomb_L1MU6_3MU4": 0.0, + "AnalysisTrigMatch_HLT_mu6_nomucomb_2mu4_nomucomb_L1MU6_3MU4Aux.": 0.36838800000001015, + "AnalysisTrigMatch_HLT_mu80_msonly_3layersEC": 0.0, + "AnalysisTrigMatch_HLT_mu80_msonly_3layersECAux.": 0.36429199999999184, + "AnalysisTrigMatch_HLT_mu80_msonly_3layersECAuxDyn.TrigMatchedObjects": 0.394608000000062, + "AntiKt10UFOCSSKJets": 0.0, + "AntiKt10UFOCSSKJetsAux.": 0.0, + "AntiKt10UFOCSSKJetsAux./AntiKt10UFOCSSKJetsAux.constituentLinks": 8.484683999999987, + "AntiKt10UFOCSSKJetsAux./AntiKt10UFOCSSKJetsAux.constituentWeights": 1.2705559999999991, + "AntiKt10UFOCSSKJetsAux./AntiKt10UFOCSSKJetsAux.eta": 1.3720329999999876, + "AntiKt10UFOCSSKJetsAux./AntiKt10UFOCSSKJetsAux.m": 1.3244250000000193, + "AntiKt10UFOCSSKJetsAux./AntiKt10UFOCSSKJetsAux.phi": 1.369168000000002, + "AntiKt10UFOCSSKJetsAux./AntiKt10UFOCSSKJetsAux.pt": 1.3192549999999983, + "AntiKt10UFOCSSKJetsAux./AntiKt10UFOCSSKJetsAux.xAOD::AuxContainerBase": 0.0, + "AntiKt10UFOCSSKJetsAuxDyn.GhostAntiKtVR30Rmax4Rmin02PV0TrackJets": 1.0363069999999652, + "BTagging_AntiKt4EMPFlow": 0.0, + "BTagging_AntiKt4EMPFlowAux.": 0.35866700000001117, + "BTagging_AntiKt4EMPFlowAuxDyn.DL1dv01_pb": 5.125852000000009, + "BTagging_AntiKt4EMPFlowAuxDyn.DL1dv01_pc": 5.052650000000085, + "BTagging_AntiKt4EMPFlowAuxDyn.DL1dv01_pu": 5.002200000000016, + "BTagging_AntiKt4EMPFlowAuxDyn.GN2v00_pb": 3.9650300000000698, + "BTagging_AntiKt4EMPFlowAuxDyn.GN2v00_pc": 3.9427049999999326, + "BTagging_AntiKt4EMPFlowAuxDyn.GN2v00_pu": 3.8678469999999834, + "BTagging_AntiKtVR30Rmax4Rmin02Track": 0.0, + "BTagging_AntiKtVR30Rmax4Rmin02TrackAux.": 0.36275499999999283, + "BTagging_AntiKtVR30Rmax4Rmin02TrackAuxDyn.DL1dv01_pb": 3.4465240000000676, + "BTagging_AntiKtVR30Rmax4Rmin02TrackAuxDyn.DL1dv01_pc": 3.3643389999999727, + "BTagging_AntiKtVR30Rmax4Rmin02TrackAuxDyn.DL1dv01_pu": 3.4135689999999386, + "BTagging_AntiKtVR30Rmax4Rmin02TrackAuxDyn.GN2v00_pb": 3.477056999999945, + "BTagging_AntiKtVR30Rmax4Rmin02TrackAuxDyn.GN2v00_pc": 3.410665999999992, + "BTagging_AntiKtVR30Rmax4Rmin02TrackAuxDyn.GN2v00_pu": 3.421132000000057, + "CombinedMuonTrackParticles": 0.0, + "CombinedMuonTrackParticlesAux.": 0.3609699999999947, + "CombinedMuonTrackParticlesAuxDyn.chiSquared": 1.078106000000048, + "CombinedMuonTrackParticlesAuxDyn.d0": 1.1095719999999574, + "CombinedMuonTrackParticlesAuxDyn.definingParametersCovMatrixDiag": 3.2848000000000184, + "CombinedMuonTrackParticlesAuxDyn.definingParametersCovMatrixOffDiag": 5.838675999999964, + "CombinedMuonTrackParticlesAuxDyn.numberDoF": 0.7333879999999908, + "CombinedMuonTrackParticlesAuxDyn.numberOfPixelDeadSensors": 0.5110339999999951, + "CombinedMuonTrackParticlesAuxDyn.numberOfPixelHits": 0.5653780000000097, + "CombinedMuonTrackParticlesAuxDyn.numberOfPixelHoles": 0.49611300000003666, + "CombinedMuonTrackParticlesAuxDyn.numberOfSCTDeadSensors": 0.5022920000000113, + "CombinedMuonTrackParticlesAuxDyn.numberOfSCTHits": 0.5844189999999116, + "CombinedMuonTrackParticlesAuxDyn.numberOfSCTHoles": 0.5166350000000648, + "CombinedMuonTrackParticlesAuxDyn.numberOfTRTHits": 0.6257630000000063, + "CombinedMuonTrackParticlesAuxDyn.numberOfTRTOutliers": 0.5811410000000024, + "CombinedMuonTrackParticlesAuxDyn.phi": 1.0919039999999995, + "CombinedMuonTrackParticlesAuxDyn.qOverP": 1.0999009999999316, + "CombinedMuonTrackParticlesAuxDyn.theta": 1.0691430000000537, + "CombinedMuonTrackParticlesAuxDyn.vz": 0.4836369999999306, + "CombinedMuonTrackParticlesAuxDyn.z0": 1.09675900000002, + "EventInfo": 0.3491260000000125, + "EventInfoAux.": 0.35558300000000287, + "EventInfoAuxDyn.DFCommonJets_BCIDDistanceFromFront": 0.23336300000005394, + "EventInfoAuxDyn.DFCommonJets_BCIDDistanceTail": 0.2307019999999511, + "EventInfoAuxDyn.DFCommonJets_BCIDGapAfterTrain": 0.13790899999992234, + "EventInfoAuxDyn.DFCommonJets_BCIDGapAfterTrainMinus12": 0.15953200000001289, + "EventInfoAuxDyn.DFCommonJets_BCIDGapBeforeTrain": 0.13919700000008106, + "EventInfoAuxDyn.DFCommonJets_BCIDGapBeforeTrainMinus12": 0.16239099999995688, + "EventInfoAuxDyn.DFCommonJets_BCIDType": 0.14518600000008064, + "EventInfoAuxDyn.DFCommonJets_BCIDTypeMinus12": 0.15802499999995234, + "EventInfoAuxDyn.DFCommonJets_eventClean_LooseBad": 0.04393300000003819, + "EventInfoAuxDyn.DFCommonJets_eventClean_LooseBadLLP": 0.06808000000000902, + "EventInfoAuxDyn.DFCommonJets_isBadBatman": 0.037127999999938766, + "EventInfoAuxDyn.actualInteractionsPerCrossing": 0.5150169999999434, + "EventInfoAuxDyn.averageInteractionsPerCrossing": 0.07836799999995492, + "EventInfoAuxDyn.bcid": 0.3623099999999795, + "EventInfoAuxDyn.beamPosSigmaX": 0.06961599999999635, + "EventInfoAuxDyn.beamPosSigmaXY": 0.07012800000006791, + "EventInfoAuxDyn.beamPosSigmaY": 0.06961599999999635, + "EventInfoAuxDyn.beamPosSigmaZ": 0.06961599999999635, + "EventInfoAuxDyn.beamPosX": 0.06744900000001053, + "EventInfoAuxDyn.beamPosY": 0.06744900000001053, + "EventInfoAuxDyn.beamPosZ": 0.06744899999989684, + "EventInfoAuxDyn.beamStatus": 0.06834600000001956, + "EventInfoAuxDyn.beamTiltXZ": 0.06834600000001956, + "EventInfoAuxDyn.beamTiltYZ": 0.06834600000001956, + "EventInfoAuxDyn.coreFlags": 0.06680400000004738, + "EventInfoAuxDyn.detDescrTags": 0.9687199999999621, + "EventInfoAuxDyn.detDescrTags/EventInfoAuxDyn.detDescrTags.first": 0.3442320000000336, + "EventInfoAuxDyn.detDescrTags/EventInfoAuxDyn.detDescrTags.second": 0.34443899999996574, + "EventInfoAuxDyn.eventNumber": 0.534671000000003, + "EventInfoAuxDyn.eventTypeBitmask": 0.07012800000006791, + "EventInfoAuxDyn.forwardDetFlags": 0.06961599999999635, + "EventInfoAuxDyn.hardScatterVertexLink": 0.0, + "EventInfoAuxDyn.hardScatterVertexLink/EventInfoAuxDyn.hardScatterVertexLink": 0.0, + "EventInfoAuxDyn.larFlags": 0.06770299999993767, + "EventInfoAuxDyn.lumiBlock": 0.06786399999998594, + "EventInfoAuxDyn.lumiFlags": 0.0668039999999337, + "EventInfoAuxDyn.mcChannelNumber": 0.06961599999999635, + "EventInfoAuxDyn.mcEventNumber": 0.13451500000007854, + "EventInfoAuxDyn.mcEventWeights": 0.36770000000001346, + "EventInfoAuxDyn.muonFlags": 0.06680400000004738, + "EventInfoAuxDyn.pixelFlags": 0.06731800000000021, + "EventInfoAuxDyn.runNumber": 0.06783200000006673, + "EventInfoAuxDyn.sctFlags": 0.06641899999999623, + "EventInfoAuxDyn.tileFlags": 0.09934899999996105, + "EventInfoAuxDyn.timeStamp": 0.16909799999996267, + "EventInfoAuxDyn.timeStampNSOffset": 0.5662480000000869, + "EventInfoAuxDyn.trtFlags": 0.06641899999999623, + "ExtrapolatedMuonTrackParticles": 0.0, + "ExtrapolatedMuonTrackParticlesAux.": 0.36199300000001244, + "ExtrapolatedMuonTrackParticlesAuxDyn.d0": 1.1354370000000245, + "ExtrapolatedMuonTrackParticlesAuxDyn.definingParametersCovMatrixDiag": 3.3463779999999588, + "ExtrapolatedMuonTrackParticlesAuxDyn.definingParametersCovMatrixOffDiag": 5.915569000000005, + "ExtrapolatedMuonTrackParticlesAuxDyn.phi": 1.1075100000000475, + "ExtrapolatedMuonTrackParticlesAuxDyn.qOverP": 1.1148259999999937, + "ExtrapolatedMuonTrackParticlesAuxDyn.theta": 1.0839130000000523, + "ExtrapolatedMuonTrackParticlesAuxDyn.vz": 0.48981499999990774, + "ExtrapolatedMuonTrackParticlesAuxDyn.z0": 1.1228609999999435, + "FourLeptonVertices": 0.0, + "FourLeptonVerticesAux.": 0.3586639999999903, + "FourLeptonVerticesAuxDyn.chiSquared": 0.36099699999999757, + "FourLeptonVerticesAuxDyn.numberDoF": 0.3617790000000696, + "FourLeptonVerticesAuxDyn.trackParticleLinks": 0.3675799999998617, + "FourLeptonVerticesAuxDyn.vertexType": 0.3609639999999672, + "FourLeptonVerticesAuxDyn.x": 0.3571750000000975, + "FourLeptonVerticesAuxDyn.y": 0.3571829999998499, + "FourLeptonVerticesAuxDyn.z": 0.3571630000001278, + "GSFConversionVertices": 0.0, + "GSFConversionVerticesAux.": 0.3586559999999963, + "GSFConversionVerticesAuxDyn.minRfirstHit": 0.46002499999997326, + "GSFConversionVerticesAuxDyn.neutralParticleLinks": 0.40941800000007333, + "GSFConversionVerticesAuxDyn.pt1": 0.4589780000000019, + "GSFConversionVerticesAuxDyn.pt2": 0.458917999999926, + "GSFConversionVerticesAuxDyn.px": 0.4922639999999774, + "GSFConversionVerticesAuxDyn.py": 0.49221699999998236, + "GSFConversionVerticesAuxDyn.pz": 0.49335400000006757, + "GSFConversionVerticesAuxDyn.trackParticleLinks": 0.46154200000000856, + "GSFConversionVerticesAuxDyn.x": 0.49177499999996144, + "GSFConversionVerticesAuxDyn.y": 0.4918390000000272, + "GSFConversionVerticesAuxDyn.z": 0.4915770000000066, + "GSFTrackParticles": 0.0, + "GSFTrackParticlesAux.": 0.35713500000001375, + "GSFTrackParticlesAuxDyn.chiSquared": 0.786028999999985, + "GSFTrackParticlesAuxDyn.d0": 0.8160950000000184, + "GSFTrackParticlesAuxDyn.definingParametersCovMatrixDiag": 2.0749739999999974, + "GSFTrackParticlesAuxDyn.definingParametersCovMatrixOffDiag": 3.4804620000001023, + "GSFTrackParticlesAuxDyn.expectInnermostPixelLayerHit": 0.4732970000000023, + "GSFTrackParticlesAuxDyn.expectNextToInnermostPixelLayerHit": 0.47913200000004963, + "GSFTrackParticlesAuxDyn.numberOfInnermostPixelLayerHits": 0.4854890000000296, + "GSFTrackParticlesAuxDyn.numberOfNextToInnermostPixelLayerHits": 0.4905719999999292, + "GSFTrackParticlesAuxDyn.numberOfPixelHits": 0.5066140000000132, + "GSFTrackParticlesAuxDyn.numberOfSCTHits": 0.511141000000066, + "GSFTrackParticlesAuxDyn.originalTrackParticle": 0.823528999999894, + "GSFTrackParticlesAuxDyn.originalTrackParticle/GSFTrackParticlesAuxDyn.originalTrackParticle.m_persIndex": 0.2536450000000059, + "GSFTrackParticlesAuxDyn.originalTrackParticle/GSFTrackParticlesAuxDyn.originalTrackParticle.m_persKey": 0.2284750000000031, + "GSFTrackParticlesAuxDyn.phi": 0.8058350000000019, + "GSFTrackParticlesAuxDyn.qOverP": 0.8131369999999833, + "GSFTrackParticlesAuxDyn.theta": 0.7926539999999704, + "GSFTrackParticlesAuxDyn.vz": 0.4500260000000935, + "GSFTrackParticlesAuxDyn.z0": 0.8059899999999516, + "InDetTrackParticles": 0.0, + "InDetTrackParticlesAux.": 0.3586509999999947, + "InDetTrackParticlesAuxDyn.TTVA_AMVFVertices": 2.497392999999988, + "InDetTrackParticlesAuxDyn.TTVA_AMVFWeights": 8.155802999999992, + "InDetTrackParticlesAuxDyn.chiSquared": 8.625685999999973, + "InDetTrackParticlesAuxDyn.d0": 9.078319999999962, + "InDetTrackParticlesAuxDyn.definingParametersCovMatrixDiag": 43.05193099999997, + "InDetTrackParticlesAuxDyn.definingParametersCovMatrixOffDiag": 84.81019800000001, + "InDetTrackParticlesAuxDyn.numberDoF": 3.141336000000024, + "InDetTrackParticlesAuxDyn.numberOfInnermostPixelLayerHits": 1.0427950000000692, + "InDetTrackParticlesAuxDyn.numberOfPixelDeadSensors": 1.1062289999999848, + "InDetTrackParticlesAuxDyn.numberOfPixelHits": 1.4446550000000116, + "InDetTrackParticlesAuxDyn.numberOfPixelHoles": 0.8530890000000682, + "InDetTrackParticlesAuxDyn.numberOfPixelSharedHits": 0.8822659999999587, + "InDetTrackParticlesAuxDyn.numberOfSCTDeadSensors": 0.9825260000000071, + "InDetTrackParticlesAuxDyn.numberOfSCTHits": 1.6589040000000068, + "InDetTrackParticlesAuxDyn.numberOfSCTHoles": 1.0695440000000644, + "InDetTrackParticlesAuxDyn.numberOfSCTSharedHits": 1.111945999999989, + "InDetTrackParticlesAuxDyn.numberOfTRTHits": 2.0806029999999964, + "InDetTrackParticlesAuxDyn.numberOfTRTOutliers": 1.8969200000000228, + "InDetTrackParticlesAuxDyn.phi": 8.909705999999915, + "InDetTrackParticlesAuxDyn.qOverP": 8.986341999999922, + "InDetTrackParticlesAuxDyn.theta": 8.658135000000016, + "InDetTrackParticlesAuxDyn.vz": 0.7645999999999731, + "InDetTrackParticlesAuxDyn.z0": 8.93887600000005, + "Kt4EMPFlowEventShape": 0.35423000000000116, + "Kt4EMPFlowEventShapeAux.": 0.3591789999999975, + "Kt4EMPFlowEventShapeAuxDyn.Density": 0.5368519999999535, + "METAssoc_AnalysisMET": 0.0, + "METAssoc_AnalysisMETAux.": 0.0, + "METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.cale": 2.329567000000001, + "METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.calkey": 1.1912599999999998, + "METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.calpx": 2.371383999999999, + "METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.calpy": 2.3710109999999993, + "METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.calpz": 2.3758820000000007, + "METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.calsumpt": 2.3245799999999974, + "METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.isMisc": 0.6342849999999984, + "METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.jetLink": 0.6725860000000026, + "METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.jettrke": 3.5265489999999957, + "METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.jettrkpx": 3.6206539999999947, + "METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.jettrkpy": 3.619995000000003, + "METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.jettrkpz": 3.6265920000000023, + "METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.jettrksumpt": 3.5175040000000024, + "METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.objectLinks": 1.4048879999999997, + "METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.overlapIndices": 1.1689450000000008, + "METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.overlapTypes": 1.1429800000000014, + "METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.trke": 1.1790340000000015, + "METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.trkkey": 0.8486110000000053, + "METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.trkpx": 1.1921999999999997, + "METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.trkpy": 1.1920320000000046, + "METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.trkpz": 1.194359999999996, + "METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.trksumpt": 1.177076999999997, + "METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.xAOD::AuxContainerBase": 0.0, + "MET_Core_AnalysisMET": 0.0, + "MET_Core_AnalysisMETAux.": 0.3591789999999975, + "MET_Core_AnalysisMETAuxDyn.mpx": 1.4399590000000444, + "MET_Core_AnalysisMETAuxDyn.mpy": 1.4399999999999409, + "MET_Core_AnalysisMETAuxDyn.name": 0.41659900000001926, + "MET_Core_AnalysisMETAuxDyn.source": 0.38709300000004987, + "MET_Core_AnalysisMETAuxDyn.sumet": 1.3561899999999696, + "MuonSpectrometerTrackParticles": 0.0, + "MuonSpectrometerTrackParticlesAux.": 0.36199299999999823, + "MuonSpectrometerTrackParticlesAuxDyn.d0": 1.0252919999999222, + "MuonSpectrometerTrackParticlesAuxDyn.definingParametersCovMatrixDiag": 5.247232000000054, + "MuonSpectrometerTrackParticlesAuxDyn.definingParametersCovMatrixOffDiag": 8.881402999999978, + "MuonSpectrometerTrackParticlesAuxDyn.phi": 1.5735639999999194, + "MuonSpectrometerTrackParticlesAuxDyn.qOverP": 1.3085880000000998, + "MuonSpectrometerTrackParticlesAuxDyn.theta": 1.534552000000076, + "MuonSpectrometerTrackParticlesAuxDyn.vz": 1.240842999999927, + "MuonSpectrometerTrackParticlesAuxDyn.z0": 1.0233230000000049, + "PrimaryVertices": 0.0, + "PrimaryVerticesAux.": 0.3573820000000012, + "PrimaryVerticesAuxDyn.neutralParticleLinks": 0.6652390000000423, + "PrimaryVerticesAuxDyn.trackParticleLinks": 20.933671000000004, + "PrimaryVerticesAuxDyn.vertexType": 0.6355569999999489, + "PrimaryVerticesAuxDyn.x": 10.820353000000068, + "PrimaryVerticesAuxDyn.y": 10.53288699999996, + "PrimaryVerticesAuxDyn.z": 13.108659999999986, + "TauTracks": 0.0, + "TauTracksAux.": 0.35558300000001, + "TauTracksAuxDyn.eta": 6.0792829999999185, + "TauTracksAuxDyn.flagSet": 0.9514639999999872, + "TauTracksAuxDyn.phi": 6.074325000000044, + "TauTracksAuxDyn.pt": 5.927622000000042, + "TauTracksAuxDyn.trackLinks": 2.7908240000000433, + "TrigConfKeys": 0.33365499999999315, + "_file_size": 1123.430726, + "egammaClusters": 0.0, + "egammaClustersAux.": 0.3576439999999934, + "egammaClustersAuxDyn.ETA2CALOFRAME": 2.6702569999999923, + "egammaClustersAuxDyn.ETACALOFRAME": 2.671619000000078, + "egammaClustersAuxDyn.PHI2CALOFRAME": 2.665973000000008, + "egammaClustersAuxDyn.PHICALOFRAME": 2.6661319999999478, + "egammaClustersAuxDyn.calE": 2.5893539999999575, + "egammaClustersAuxDyn.calEta": 2.6693199999999706, + "egammaClustersAuxDyn.calM": 0.5777009999999336, + "egammaClustersAuxDyn.calPhi": 2.6635780000000295, + "egammaClustersAuxDyn.constituentClusterLinks": 1.610133000000019, + "egammaClustersAuxDyn.e_sampl": 8.809478000000013, + "egammaClustersAuxDyn.eta_sampl": 8.62268800000004, + "index_ref": 0.2547959999999989, + "xTrigDecision": 0.351932000000005, + "xTrigDecisionAux.": 0.010691000000000006, + "xTrigDecisionAux./xTrigDecisionAux.bgCode": 0.05617099999999997, + "xTrigDecisionAux./xTrigDecisionAux.efErrorBits": 0.12920100000000012, + "xTrigDecisionAux./xTrigDecisionAux.efPassedPhysics": 1.5451639999999998, + "xTrigDecisionAux./xTrigDecisionAux.efPassedRaw": 2.844722000000001, + "xTrigDecisionAux./xTrigDecisionAux.efPassedThrough": 0.49220699999999873, + "xTrigDecisionAux./xTrigDecisionAux.efPrescaled": 2.486025999999999, + "xTrigDecisionAux./xTrigDecisionAux.efResurrected": 1.655338999999998, + "xTrigDecisionAux./xTrigDecisionAux.efTruncated": 0.03539299999999912, + "xTrigDecisionAux./xTrigDecisionAux.lvl2ErrorBits": 0.13372299999999981, + "xTrigDecisionAux./xTrigDecisionAux.lvl2PassedPhysics": 0.48871600000000015, + "xTrigDecisionAux./xTrigDecisionAux.lvl2PassedRaw": 0.48687199999999997, + "xTrigDecisionAux./xTrigDecisionAux.lvl2PassedThrough": 0.48871600000000015, + "xTrigDecisionAux./xTrigDecisionAux.lvl2Prescaled": 0.48687199999999997, + "xTrigDecisionAux./xTrigDecisionAux.lvl2Resurrected": 0.48799900000000207, + "xTrigDecisionAux./xTrigDecisionAux.lvl2Truncated": 0.03649500000000039, + "xTrigDecisionAux./xTrigDecisionAux.smk": 0.12224499999999994, + "xTrigDecisionAux./xTrigDecisionAux.tap": 2.396336, + "xTrigDecisionAux./xTrigDecisionAux.tav": 1.344833, + "xTrigDecisionAux./xTrigDecisionAux.tbp": 3.0113660000000007, + "xTrigDecisionAux./xTrigDecisionAux.xAOD::AuxInfoBase": 0.0 +} \ No newline at end of file diff --git a/input_files/size_per_branch.ipynb b/input_files/size_per_branch.ipynb new file mode 100644 index 0000000..eebbf3e --- /dev/null +++ b/input_files/size_per_branch.ipynb @@ -0,0 +1,2593 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "d2cf8d80-02c2-4a5d-8c65-f8399051223c", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "import uproot" + ] + }, + { + "cell_type": "markdown", + "id": "1acb4fb7-db7e-44b2-b481-d2cee1ec0aa3", + "metadata": {}, + "source": [ + "the file here is a part of `data18_13TeV.periodAllYear.physics_Main.PhysCont.DAOD_PHYSLITE.grp18_v01_p6026`:\n", + "```\n", + "/data/alheld/200gbps-atlas/data18_13TeV.periodAllYear.physics_Main.PhysCont.DAOD_PHYSLITE.grp18_v01_p6026/DAOD_PHYSLITE.37021624._000036.pool.root.1\n", + "```" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "db754181-c1ba-41fe-997d-d1290469a1d7", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "-rwxr-xr-x 1 alheld atlas-af 1.1G Apr 7 05:40 /data/alheld/200gbps-atlas/data18_13TeV.periodAllYear.physics_Main.PhysCont.DAOD_PHYSLITE.grp18_v01_p6026/DAOD_PHYSLITE.37021624._000036.pool.root.1\n" + ] + } + ], + "source": [ + "! ls -lh /data/alheld/200gbps-atlas/data18_13TeV.periodAllYear.physics_Main.PhysCont.DAOD_PHYSLITE.grp18_v01_p6026/DAOD_PHYSLITE.37021624._000036.pool.root.1" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "0bf19d6a-3b1f-417b-a8a9-a7837ac55940", + "metadata": { + "scrolled": true, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0 / 964 [CANNOT READ] xTrigDecisionAux.\n", + "1 / 964 [CANNOT READ] xTrigDecisionAux./xTrigDecisionAux.xAOD::AuxInfoBase\n", + "2 / 964 xTrigDecisionAux./xTrigDecisionAux.smk\n", + "3 / 964 xTrigDecisionAux./xTrigDecisionAux.bgCode\n", + "4 / 964 xTrigDecisionAux./xTrigDecisionAux.tav\n", + "5 / 964 xTrigDecisionAux./xTrigDecisionAux.tap\n", + "6 / 964 xTrigDecisionAux./xTrigDecisionAux.tbp\n", + "7 / 964 xTrigDecisionAux./xTrigDecisionAux.lvl2ErrorBits\n", + "8 / 964 xTrigDecisionAux./xTrigDecisionAux.efErrorBits\n", + "9 / 964 xTrigDecisionAux./xTrigDecisionAux.lvl2Truncated\n", + "10 / 964 xTrigDecisionAux./xTrigDecisionAux.efTruncated\n", + "11 / 964 xTrigDecisionAux./xTrigDecisionAux.lvl2PassedPhysics\n", + "12 / 964 xTrigDecisionAux./xTrigDecisionAux.efPassedPhysics\n", + "13 / 964 xTrigDecisionAux./xTrigDecisionAux.lvl2PassedRaw\n", + "14 / 964 xTrigDecisionAux./xTrigDecisionAux.efPassedRaw\n", + "15 / 964 xTrigDecisionAux./xTrigDecisionAux.lvl2PassedThrough\n", + "16 / 964 xTrigDecisionAux./xTrigDecisionAux.efPassedThrough\n", + "17 / 964 xTrigDecisionAux./xTrigDecisionAux.lvl2Prescaled\n", + "18 / 964 xTrigDecisionAux./xTrigDecisionAux.efPrescaled\n", + "19 / 964 xTrigDecisionAux./xTrigDecisionAux.lvl2Resurrected\n", + "20 / 964 xTrigDecisionAux./xTrigDecisionAux.efResurrected\n", + "21 / 964 [CANNOT READ] METAssoc_AnalysisMETAux.\n", + "22 / 964 [CANNOT READ] METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.xAOD::AuxContainerBase\n", + "23 / 964 [CANNOT READ] METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.jetLink\n", + "24 / 964 METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.objectLinks\n", + "25 / 964 METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.calpx\n", + "26 / 964 METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.calpy\n", + "27 / 964 METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.calpz\n", + "28 / 964 METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.cale\n", + "29 / 964 METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.calsumpt\n", + "30 / 964 METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.calkey\n", + "31 / 964 METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.trkpx\n", + "32 / 964 METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.trkpy\n", + "33 / 964 METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.trkpz\n", + "34 / 964 METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.trke\n", + "35 / 964 METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.trksumpt\n", + "36 / 964 METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.trkkey\n", + "37 / 964 METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.jettrkpx\n", + "38 / 964 METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.jettrkpy\n", + "39 / 964 METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.jettrkpz\n", + "40 / 964 METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.jettrke\n", + "41 / 964 METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.jettrksumpt\n", + "42 / 964 METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.overlapIndices\n", + "43 / 964 METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.overlapTypes\n", + "44 / 964 METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.isMisc\n", + "45 / 964 [CANNOT READ] EventInfoAux.\n", + "46 / 964 [CANNOT READ] Kt4EMPFlowEventShapeAux.\n", + "47 / 964 [CANNOT READ] AnalysisElectronsAux.\n", + "48 / 964 [CANNOT READ] AnalysisJetsAux.\n", + "49 / 964 [CANNOT READ] AnalysisLargeRJetsAux.\n", + "50 / 964 [CANNOT READ] AnalysisMuonsAux.\n", + "51 / 964 [CANNOT READ] AnalysisPhotonsAux.\n", + "52 / 964 [CANNOT READ] AnalysisSiHitElectronsAux.\n", + "53 / 964 [CANNOT READ] AnalysisTauJetsAux.\n", + "54 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_2e12_lhloose_nod0_mu10Aux.\n", + "55 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_2e17_lhvloose_nod0Aux.\n", + "56 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_2e17_lhvloose_nod0_L12EM15VHIAux.\n", + "57 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_2e24_lhvloose_nod0Aux.\n", + "58 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_2g20_tight_icalovloose_L12EM15VHIAux.\n", + "59 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_2g22_tightAux.\n", + "60 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_2g22_tight_L12EM15VHIAux.\n", + "61 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_2g22_tight_L1EM7_EMPTYAux.\n", + "62 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_2g22_tight_L1EM7_UNPAIRED_ISOAux.\n", + "63 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_2g22_tight_icalovlooseAux.\n", + "64 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_2g25_loose_g15_looseAux.\n", + "65 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_2g25_tight_L12EM20VHAux.\n", + "66 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_2g50_loose_L12EM20VHAux.\n", + "67 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_2mu14Aux.\n", + "68 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_2mu20_L12MU20_OVERLAYAux.\n", + "69 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_2mu4_bJpsimumuAux.\n", + "70 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_2mu4_bUpsimumuAux.\n", + "71 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_2mu6_bJpsimumuAux.\n", + "72 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_2mu6_bUpsimumuAux.\n", + "73 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_3g20_looseAux.\n", + "74 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_3mu3_mu3noL1_L13MU4Aux.\n", + "75 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_3mu4Aux.\n", + "76 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_3mu4_mu2noL1Aux.\n", + "77 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_3mu6Aux.\n", + "78 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_3mu6_msonlyAux.\n", + "79 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_3mu6_msonly_L1MU4_UNPAIRED_ISOAux.\n", + "80 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_3mu6_msonly_L1MU6_EMPTYAux.\n", + "81 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_4mu4Aux.\n", + "82 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e100_lhvloose_nod0Aux.\n", + "83 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e10_lhvloose_nod0_L1EM7Aux.\n", + "84 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e120_lhvloose_nod0Aux.\n", + "85 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e12_lhloose_nod0_2mu10Aux.\n", + "86 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e12_lhvloose_nod0_L1EM10VHAux.\n", + "87 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e140_lhloose_nod0Aux.\n", + "88 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e140_lhvloose_nod0Aux.\n", + "89 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e15_lhvloose_nod0_L1EM7Aux.\n", + "90 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e160_lhvloose_nod0Aux.\n", + "91 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e17_lhloose_nod0_2e12_lhloose_nod0_L1EM15VH_3EM10VHAux.\n", + "92 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e17_lhloose_nod0_mu14Aux.\n", + "93 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwoAux.\n", + "94 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwoEFAux.\n", + "95 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwoEF_L1DR-EM15TAU12I-J25Aux.\n", + "96 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwoEF_L1EM15VHI_2TAU12IM_4J12Aux.\n", + "97 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwo_L1DR-EM15TAU12I-J25Aux.\n", + "98 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwo_L1EM15VHI_2TAU12IM_4J12Aux.\n", + "99 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_mediumRNN_tracktwoMVAAux.\n", + "100 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_mediumRNN_tracktwoMVA_L1DR-EM15TAU12I-J25Aux.\n", + "101 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_mediumRNN_tracktwoMVA_L1EM15VHI_2TAU12IM_4J12Aux.\n", + "102 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e17_lhmedium_nod0_tau80_medium1_tracktwoAux.\n", + "103 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e17_lhvloose_nod0Aux.\n", + "104 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e200_etcutAux.\n", + "105 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e20_lhvlooseAux.\n", + "106 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e20_lhvloose_nod0Aux.\n", + "107 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e22_lhvloose_nod0_e12_lhvloose_nod0_e10_lhvloose_nod0_L1EM20VH_2EM10VH_3EM8VHAux.\n", + "108 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e24_lhmedium_nod0_ivarloose_tau35_medium1_tracktwoAux.\n", + "109 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e24_lhmedium_nod0_ivarloose_tau35_medium1_tracktwoEFAux.\n", + "110 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e24_lhmedium_nod0_ivarloose_tau35_mediumRNN_tracktwoMVAAux.\n", + "111 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e24_lhtight_nod0_ivarlooseAux.\n", + "112 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e24_lhvloose_nod0_2e12_lhvloose_nod0_L1EM20VH_3EM10VHAux.\n", + "113 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e26_lhloose_nod0Aux.\n", + "114 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e26_lhmedium_nod0_mu8noL1Aux.\n", + "115 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e26_lhtight_nod0Aux.\n", + "116 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e26_lhtight_nod0_e15_etcut_L1EM7_ZeeAux.\n", + "117 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e26_lhtight_nod0_ivarlooseAux.\n", + "118 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e28_lhtight_nod0_L1EM22VHIAux.\n", + "119 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e28_lhtight_nod0_noringer_ivarlooseAux.\n", + "120 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e28_lhvloose_nod0_L1EM22VHAux.\n", + "121 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e300_etcutAux.\n", + "122 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e5_lhvloose_nod0Aux.\n", + "123 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e60_lhmedium_nod0Aux.\n", + "124 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e60_lhvloose_nod0Aux.\n", + "125 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e70_lhvloose_nod0Aux.\n", + "126 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e7_lhmedium_nod0_mu24Aux.\n", + "127 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e80_lhvloose_nod0Aux.\n", + "128 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e9_lhvloose_nod0_mu20_mu8noL1Aux.\n", + "129 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e9_lhvloose_nod0_mu20_mu8noL1_L1EM7_MU20Aux.\n", + "130 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_g120_looseAux.\n", + "131 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_g140_looseAux.\n", + "132 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_g200_etcutAux.\n", + "133 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_g300_etcutAux.\n", + "134 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_g35_loose_g25_looseAux.\n", + "135 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_g35_loose_g25_loose_L12EM20VHAux.\n", + "136 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_g35_medium_g25_medium_L12EM20VHAux.\n", + "137 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_g35_medium_g25_medium_L1EM7_EMPTYAux.\n", + "138 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_g35_medium_g25_medium_L1EM7_UNPAIRED_ISOAux.\n", + "139 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_g45_loose_6j45_0eta240Aux.\n", + "140 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_id_cosmicid_L1MU11_EMPTYAux.\n", + "141 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu10Aux.\n", + "142 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu10_bJpsi_TrkPEBAux.\n", + "143 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu10_bJpsi_TrklooseAux.\n", + "144 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu11_bJpsi_TrkPEBAux.\n", + "145 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu11_mu6_bJpsimumuAux.\n", + "146 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu11_mu6_bUpsimumuAux.\n", + "147 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu13_mu13_idperf_ZmumuAux.\n", + "148 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu14Aux.\n", + "149 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu14_ivarloose_L1MU11_tau35_medium1_tracktwoEF_L1MU11_TAU20IMAux.\n", + "150 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu14_ivarloose_L1MU11_tau35_medium1_tracktwo_L1MU11_TAU20IMAux.\n", + "151 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu14_ivarloose_L1MU11_tau35_mediumRNN_tracktwoMVA_L1MU11_TAU20IMAux.\n", + "152 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwoAux.\n", + "153 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwoEFAux.\n", + "154 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwoEF_L1DR-MU10TAU12I_TAU12I-J25Aux.\n", + "155 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwoEF_L1MU10_TAU12IM_3J12Aux.\n", + "156 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwo_L1DR-MU10TAU12I_TAU12I-J25Aux.\n", + "157 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwo_L1MU10_TAU12IM_3J12Aux.\n", + "158 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_mediumRNN_tracktwoMVAAux.\n", + "159 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_mediumRNN_tracktwoMVA_L1DR-MU10TAU12I_TAU12I-J25Aux.\n", + "160 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_mediumRNN_tracktwoMVA_L1MU10_TAU12IM_3J12Aux.\n", + "161 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu14_ivarloose_tau35_medium1_tracktwoAux.\n", + "162 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu14_ivarloose_tau35_medium1_tracktwoEFAux.\n", + "163 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu14_ivarloose_tau35_mediumRNN_tracktwoMVAAux.\n", + "164 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu18Aux.\n", + "165 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu20Aux.\n", + "166 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu20_2mu2noL1_JpsimumuFSAux.\n", + "167 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu20_2mu4_JpsimumuL2Aux.\n", + "168 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu20_2mu4noL1Aux.\n", + "169 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu20_bJpsi_TrkPEBAux.\n", + "170 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu20_ivarmedium_mu8noL1Aux.\n", + "171 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu20_msonly_iloosems_mu6noL1_msonly_nscan05_L1MU4_UNPAIRED_ISOAux.\n", + "172 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu20_msonly_iloosems_mu6noL1_msonly_nscan05_L1MU6_EMPTYAux.\n", + "173 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu20_msonly_mu15noL1_msonly_nscan05_noCombAux.\n", + "174 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu20_msonly_mu15noL1_msonly_nscan05_noComb_L1MU4_UNPAIRED_ISOAux.\n", + "175 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu20_msonly_mu15noL1_msonly_nscan05_noComb_L1MU6_EMPTYAux.\n", + "176 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu20_msonly_mu6noL1_msonly_nscan05Aux.\n", + "177 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu22Aux.\n", + "178 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu22_mu8noL1Aux.\n", + "179 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu22_mu8noL1_TagandProbeAux.\n", + "180 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu24Aux.\n", + "181 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu24_ivarmediumAux.\n", + "182 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu26_ivarmediumAux.\n", + "183 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu4Aux.\n", + "184 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu4_bJpsi_TrkPEBAux.\n", + "185 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu4_bJpsi_TrklooseAux.\n", + "186 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu4_j15_boffperf_split_dr05_dz02Aux.\n", + "187 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu4_j25_boffperf_split_dr05_dz02Aux.\n", + "188 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu4_j35_boffperf_split_dr05_dz02Aux.\n", + "189 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu4_j45_gsc55_boffperf_split_dr05_dz02Aux.\n", + "190 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu4_mu4_idperf_bJpsimumu_noidAux.\n", + "191 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu50Aux.\n", + "192 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu60_0eta105_msonlyAux.\n", + "193 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu6Aux.\n", + "194 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu6_2mu4Aux.\n", + "195 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu6_bJpsi_TrkPEBAux.\n", + "196 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu6_bJpsi_TrklooseAux.\n", + "197 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu6_bJpsi_lowpt_TrkPEBAux.\n", + "198 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu6_dRl1_mu20_msonly_iloosems_mu6noL1_dRl1_msonlyAux.\n", + "199 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu6_idperfAux.\n", + "200 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu6_j110_gsc150_boffperf_split_dr05_dz02Aux.\n", + "201 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu6_j150_gsc175_boffperf_split_dr05_dz02Aux.\n", + "202 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu6_j175_gsc260_boffperf_split_dr05_dz02Aux.\n", + "203 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu6_j60_gsc85_boffperf_split_dr05_dz02Aux.\n", + "204 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu6_j85_gsc110_boffperf_split_dr05_dz02Aux.\n", + "205 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu6_mu4_bJpsimumuAux.\n", + "206 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu6_mu4_bUpsimumuAux.\n", + "207 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu6_nomucomb_2mu4_nomucomb_L1MU6_3MU4Aux.\n", + "208 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu80_msonly_3layersECAux.\n", + "209 / 964 [CANNOT READ] BTagging_AntiKt4EMPFlowAux.\n", + "210 / 964 [CANNOT READ] BTagging_AntiKtVR30Rmax4Rmin02TrackAux.\n", + "211 / 964 [CANNOT READ] CombinedMuonTrackParticlesAux.\n", + "212 / 964 [CANNOT READ] ExtrapolatedMuonTrackParticlesAux.\n", + "213 / 964 [CANNOT READ] FourLeptonVerticesAux.\n", + "214 / 964 [CANNOT READ] GSFConversionVerticesAux.\n", + "215 / 964 [CANNOT READ] GSFTrackParticlesAux.\n", + "216 / 964 [CANNOT READ] InDetTrackParticlesAux.\n", + "217 / 964 [CANNOT READ] MET_Core_AnalysisMETAux.\n", + "218 / 964 [CANNOT READ] MuonSpectrometerTrackParticlesAux.\n", + "219 / 964 [CANNOT READ] PrimaryVerticesAux.\n", + "220 / 964 [CANNOT READ] TauTracksAux.\n", + "221 / 964 [CANNOT READ] egammaClustersAux.\n", + "222 / 964 [CANNOT READ] AntiKt10UFOCSSKJetsAux.\n", + "223 / 964 [CANNOT READ] AntiKt10UFOCSSKJetsAux./AntiKt10UFOCSSKJetsAux.xAOD::AuxContainerBase\n", + "224 / 964 AntiKt10UFOCSSKJetsAux./AntiKt10UFOCSSKJetsAux.pt\n", + "225 / 964 AntiKt10UFOCSSKJetsAux./AntiKt10UFOCSSKJetsAux.eta\n", + "226 / 964 AntiKt10UFOCSSKJetsAux./AntiKt10UFOCSSKJetsAux.phi\n", + "227 / 964 AntiKt10UFOCSSKJetsAux./AntiKt10UFOCSSKJetsAux.m\n", + "228 / 964 AntiKt10UFOCSSKJetsAux./AntiKt10UFOCSSKJetsAux.constituentLinks\n", + "229 / 964 AntiKt10UFOCSSKJetsAux./AntiKt10UFOCSSKJetsAux.constituentWeights\n", + "230 / 964 TrigConfKeys\n", + "231 / 964 [CANNOT READ] EventInfo\n", + "232 / 964 [CANNOT READ] xTrigDecision\n", + "233 / 964 [CANNOT READ] METAssoc_AnalysisMET\n", + "234 / 964 [CANNOT READ] Kt4EMPFlowEventShape\n", + "235 / 964 [CANNOT READ] AnalysisElectrons\n", + "236 / 964 [CANNOT READ] AnalysisSiHitElectrons\n", + "237 / 964 [CANNOT READ] FourLeptonVertices\n", + "238 / 964 [CANNOT READ] GSFConversionVertices\n", + "239 / 964 [CANNOT READ] PrimaryVertices\n", + "240 / 964 [CANNOT READ] MET_Core_AnalysisMET\n", + "241 / 964 [CANNOT READ] AnalysisPhotons\n", + "242 / 964 [CANNOT READ] AnalysisTauJets\n", + "243 / 964 [CANNOT READ] AnalysisMuons\n", + "244 / 964 [CANNOT READ] egammaClusters\n", + "245 / 964 [CANNOT READ] AnalysisJets\n", + "246 / 964 [CANNOT READ] AnalysisLargeRJets\n", + "247 / 964 [CANNOT READ] AntiKt10UFOCSSKJets\n", + "248 / 964 [CANNOT READ] BTagging_AntiKt4EMPFlow\n", + "249 / 964 [CANNOT READ] BTagging_AntiKtVR30Rmax4Rmin02Track\n", + "250 / 964 [CANNOT READ] CombinedMuonTrackParticles\n", + "251 / 964 [CANNOT READ] ExtrapolatedMuonTrackParticles\n", + "252 / 964 [CANNOT READ] GSFTrackParticles\n", + "253 / 964 [CANNOT READ] InDetTrackParticles\n", + "254 / 964 [CANNOT READ] MuonSpectrometerTrackParticles\n", + "255 / 964 [CANNOT READ] TauTracks\n", + "256 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_2e12_lhloose_nod0_mu10\n", + "257 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_2e17_lhvloose_nod0\n", + "258 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_2e17_lhvloose_nod0_L12EM15VHI\n", + "259 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_2e24_lhvloose_nod0\n", + "260 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_2g20_tight_icalovloose_L12EM15VHI\n", + "261 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_2g22_tight\n", + "262 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_2g22_tight_L12EM15VHI\n", + "263 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_2g22_tight_L1EM7_EMPTY\n", + "264 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_2g22_tight_L1EM7_UNPAIRED_ISO\n", + "265 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_2g22_tight_icalovloose\n", + "266 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_2g25_loose_g15_loose\n", + "267 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_2g25_tight_L12EM20VH\n", + "268 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_2g50_loose_L12EM20VH\n", + "269 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_2mu14\n", + "270 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_2mu20_L12MU20_OVERLAY\n", + "271 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_2mu4_bJpsimumu\n", + "272 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_2mu4_bUpsimumu\n", + "273 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_2mu6_bJpsimumu\n", + "274 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_2mu6_bUpsimumu\n", + "275 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_3g20_loose\n", + "276 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_3mu3_mu3noL1_L13MU4\n", + "277 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_3mu4\n", + "278 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_3mu4_mu2noL1\n", + "279 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_3mu6\n", + "280 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_3mu6_msonly\n", + "281 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_3mu6_msonly_L1MU4_UNPAIRED_ISO\n", + "282 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_3mu6_msonly_L1MU6_EMPTY\n", + "283 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_4mu4\n", + "284 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e100_lhvloose_nod0\n", + "285 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e10_lhvloose_nod0_L1EM7\n", + "286 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e120_lhvloose_nod0\n", + "287 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e12_lhloose_nod0_2mu10\n", + "288 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e12_lhvloose_nod0_L1EM10VH\n", + "289 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e140_lhloose_nod0\n", + "290 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e140_lhvloose_nod0\n", + "291 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e15_lhvloose_nod0_L1EM7\n", + "292 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e160_lhvloose_nod0\n", + "293 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e17_lhloose_nod0_2e12_lhloose_nod0_L1EM15VH_3EM10VH\n", + "294 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e17_lhloose_nod0_mu14\n", + "295 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwo\n", + "296 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwoEF\n", + "297 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwoEF_L1DR-EM15TAU12I-J25\n", + "298 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwoEF_L1EM15VHI_2TAU12IM_4J12\n", + "299 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwo_L1DR-EM15TAU12I-J25\n", + "300 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwo_L1EM15VHI_2TAU12IM_4J12\n", + "301 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_mediumRNN_tracktwoMVA\n", + "302 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_mediumRNN_tracktwoMVA_L1DR-EM15TAU12I-J25\n", + "303 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_mediumRNN_tracktwoMVA_L1EM15VHI_2TAU12IM_4J12\n", + "304 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e17_lhmedium_nod0_tau80_medium1_tracktwo\n", + "305 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e17_lhvloose_nod0\n", + "306 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e200_etcut\n", + "307 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e20_lhvloose\n", + "308 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e20_lhvloose_nod0\n", + "309 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e22_lhvloose_nod0_e12_lhvloose_nod0_e10_lhvloose_nod0_L1EM20VH_2EM10VH_3EM8VH\n", + "310 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e24_lhmedium_nod0_ivarloose_tau35_medium1_tracktwo\n", + "311 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e24_lhmedium_nod0_ivarloose_tau35_medium1_tracktwoEF\n", + "312 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e24_lhmedium_nod0_ivarloose_tau35_mediumRNN_tracktwoMVA\n", + "313 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e24_lhtight_nod0_ivarloose\n", + "314 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e24_lhvloose_nod0_2e12_lhvloose_nod0_L1EM20VH_3EM10VH\n", + "315 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e26_lhloose_nod0\n", + "316 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e26_lhmedium_nod0_mu8noL1\n", + "317 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e26_lhtight_nod0\n", + "318 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e26_lhtight_nod0_e15_etcut_L1EM7_Zee\n", + "319 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e26_lhtight_nod0_ivarloose\n", + "320 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e28_lhtight_nod0_L1EM22VHI\n", + "321 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e28_lhtight_nod0_noringer_ivarloose\n", + "322 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e28_lhvloose_nod0_L1EM22VH\n", + "323 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e300_etcut\n", + "324 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e5_lhvloose_nod0\n", + "325 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e60_lhmedium_nod0\n", + "326 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e60_lhvloose_nod0\n", + "327 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e70_lhvloose_nod0\n", + "328 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e7_lhmedium_nod0_mu24\n", + "329 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e80_lhvloose_nod0\n", + "330 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e9_lhvloose_nod0_mu20_mu8noL1\n", + "331 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_e9_lhvloose_nod0_mu20_mu8noL1_L1EM7_MU20\n", + "332 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_g120_loose\n", + "333 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_g140_loose\n", + "334 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_g200_etcut\n", + "335 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_g300_etcut\n", + "336 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_g35_loose_g25_loose\n", + "337 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_g35_loose_g25_loose_L12EM20VH\n", + "338 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_g35_medium_g25_medium_L12EM20VH\n", + "339 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_g35_medium_g25_medium_L1EM7_EMPTY\n", + "340 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_g35_medium_g25_medium_L1EM7_UNPAIRED_ISO\n", + "341 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_g45_loose_6j45_0eta240\n", + "342 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_id_cosmicid_L1MU11_EMPTY\n", + "343 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu10\n", + "344 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu10_bJpsi_TrkPEB\n", + "345 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu10_bJpsi_Trkloose\n", + "346 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu11_bJpsi_TrkPEB\n", + "347 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu11_mu6_bJpsimumu\n", + "348 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu11_mu6_bUpsimumu\n", + "349 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu13_mu13_idperf_Zmumu\n", + "350 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu14\n", + "351 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu14_ivarloose_L1MU11_tau35_medium1_tracktwoEF_L1MU11_TAU20IM\n", + "352 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu14_ivarloose_L1MU11_tau35_medium1_tracktwo_L1MU11_TAU20IM\n", + "353 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu14_ivarloose_L1MU11_tau35_mediumRNN_tracktwoMVA_L1MU11_TAU20IM\n", + "354 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwo\n", + "355 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwoEF\n", + "356 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwoEF_L1DR-MU10TAU12I_TAU12I-J25\n", + "357 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwoEF_L1MU10_TAU12IM_3J12\n", + "358 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwo_L1DR-MU10TAU12I_TAU12I-J25\n", + "359 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwo_L1MU10_TAU12IM_3J12\n", + "360 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_mediumRNN_tracktwoMVA\n", + "361 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_mediumRNN_tracktwoMVA_L1DR-MU10TAU12I_TAU12I-J25\n", + "362 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_mediumRNN_tracktwoMVA_L1MU10_TAU12IM_3J12\n", + "363 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu14_ivarloose_tau35_medium1_tracktwo\n", + "364 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu14_ivarloose_tau35_medium1_tracktwoEF\n", + "365 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu14_ivarloose_tau35_mediumRNN_tracktwoMVA\n", + "366 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu18\n", + "367 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu20\n", + "368 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu20_2mu2noL1_JpsimumuFS\n", + "369 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu20_2mu4_JpsimumuL2\n", + "370 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu20_2mu4noL1\n", + "371 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu20_bJpsi_TrkPEB\n", + "372 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu20_ivarmedium_mu8noL1\n", + "373 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu20_msonly_iloosems_mu6noL1_msonly_nscan05_L1MU4_UNPAIRED_ISO\n", + "374 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu20_msonly_iloosems_mu6noL1_msonly_nscan05_L1MU6_EMPTY\n", + "375 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu20_msonly_mu15noL1_msonly_nscan05_noComb\n", + "376 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu20_msonly_mu15noL1_msonly_nscan05_noComb_L1MU4_UNPAIRED_ISO\n", + "377 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu20_msonly_mu15noL1_msonly_nscan05_noComb_L1MU6_EMPTY\n", + "378 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu20_msonly_mu6noL1_msonly_nscan05\n", + "379 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu22\n", + "380 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu22_mu8noL1\n", + "381 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu22_mu8noL1_TagandProbe\n", + "382 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu24\n", + "383 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu24_ivarmedium\n", + "384 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu26_ivarmedium\n", + "385 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu4\n", + "386 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu4_bJpsi_TrkPEB\n", + "387 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu4_bJpsi_Trkloose\n", + "388 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu4_j15_boffperf_split_dr05_dz02\n", + "389 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu4_j25_boffperf_split_dr05_dz02\n", + "390 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu4_j35_boffperf_split_dr05_dz02\n", + "391 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu4_j45_gsc55_boffperf_split_dr05_dz02\n", + "392 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu4_mu4_idperf_bJpsimumu_noid\n", + "393 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu50\n", + "394 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu6\n", + "395 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu60_0eta105_msonly\n", + "396 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu6_2mu4\n", + "397 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu6_bJpsi_TrkPEB\n", + "398 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu6_bJpsi_Trkloose\n", + "399 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu6_bJpsi_lowpt_TrkPEB\n", + "400 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu6_dRl1_mu20_msonly_iloosems_mu6noL1_dRl1_msonly\n", + "401 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu6_idperf\n", + "402 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu6_j110_gsc150_boffperf_split_dr05_dz02\n", + "403 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu6_j150_gsc175_boffperf_split_dr05_dz02\n", + "404 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu6_j175_gsc260_boffperf_split_dr05_dz02\n", + "405 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu6_j60_gsc85_boffperf_split_dr05_dz02\n", + "406 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu6_j85_gsc110_boffperf_split_dr05_dz02\n", + "407 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu6_mu4_bJpsimumu\n", + "408 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu6_mu4_bUpsimumu\n", + "409 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu6_nomucomb_2mu4_nomucomb_L1MU6_3MU4\n", + "410 / 964 [CANNOT READ] AnalysisTrigMatch_HLT_mu80_msonly_3layersEC\n", + "411 / 964 index_ref\n", + "412 / 964 AnalysisElectronsAuxDyn.trackParticleLinks\n", + "413 / 964 AnalysisElectronsAuxDyn.ambiguityLink\n", + "414 / 964 AnalysisElectronsAuxDyn.ambiguityLink/AnalysisElectronsAuxDyn.ambiguityLink.m_persKey\n", + "415 / 964 AnalysisElectronsAuxDyn.ambiguityLink/AnalysisElectronsAuxDyn.ambiguityLink.m_persIndex\n", + "416 / 964 AnalysisElectronsAuxDyn.pt\n", + "417 / 964 AnalysisElectronsAuxDyn.eta\n", + "418 / 964 AnalysisElectronsAuxDyn.phi\n", + "419 / 964 AnalysisElectronsAuxDyn.m\n", + "420 / 964 AnalysisElectronsAuxDyn.charge\n", + "421 / 964 AnalysisElectronsAuxDyn.topoetcone20\n", + "422 / 964 AnalysisElectronsAuxDyn.neflowisol20\n", + "423 / 964 AnalysisElectronsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVALooseCone_pt1000\n", + "424 / 964 AnalysisElectronsAuxDyn.ptcone20_Nonprompt_All_MaxWeightTTVALooseCone_pt1000\n", + "425 / 964 AnalysisElectronsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVALooseCone_pt1000_CloseByCorr\n", + "426 / 964 AnalysisElectronsAuxDyn.topoetcone20_CloseByCorr\n", + "427 / 964 AnalysisElectronsAuxDyn.ptcone20_Nonprompt_All_MaxWeightTTVALooseCone_pt1000_CloseByCorr\n", + "428 / 964 AnalysisElectronsAuxDyn.DFCommonElectronsLHLoose\n", + "429 / 964 AnalysisElectronsAuxDyn.DFCommonElectronsLHLooseBLIsEMValue\n", + "430 / 964 AnalysisElectronsAuxDyn.author\n", + "431 / 964 AnalysisElectronsAuxDyn.ptcone20_Nonprompt_All_MaxWeightTTVALooseCone_pt500\n", + "432 / 964 AnalysisElectronsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVALooseCone_pt500\n", + "433 / 964 AnalysisElectronsAuxDyn.caloClusterLinks\n", + "434 / 964 AnalysisElectronsAuxDyn.OQ\n", + "435 / 964 AnalysisElectronsAuxDyn.f1\n", + "436 / 964 AnalysisElectronsAuxDyn.ambiguityType\n", + "437 / 964 AnalysisElectronsAuxDyn.topoetcone20ptCorrection\n", + "438 / 964 AnalysisElectronsAuxDyn.DFCommonElectronsLHVeryLoose\n", + "439 / 964 AnalysisElectronsAuxDyn.DFCommonElectronsLHVeryLooseIsEMValue\n", + "440 / 964 AnalysisElectronsAuxDyn.DFCommonElectronsLHLooseIsEMValue\n", + "441 / 964 AnalysisElectronsAuxDyn.DFCommonElectronsLHLooseBL\n", + "442 / 964 AnalysisElectronsAuxDyn.DFCommonElectronsLHMedium\n", + "443 / 964 AnalysisElectronsAuxDyn.DFCommonElectronsLHMediumIsEMValue\n", + "444 / 964 AnalysisElectronsAuxDyn.DFCommonElectronsLHTight\n", + "445 / 964 AnalysisElectronsAuxDyn.DFCommonElectronsLHTightIsEMValue\n", + "446 / 964 AnalysisElectronsAuxDyn.DFCommonElectronsECIDS\n", + "447 / 964 AnalysisElectronsAuxDyn.DFCommonElectronsECIDSResult\n", + "448 / 964 AnalysisJetsAuxDyn.pt\n", + "449 / 964 AnalysisJetsAuxDyn.eta\n", + "450 / 964 AnalysisJetsAuxDyn.phi\n", + "451 / 964 AnalysisJetsAuxDyn.m\n", + "452 / 964 AnalysisJetsAuxDyn.JetConstitScaleMomentum_pt\n", + "453 / 964 AnalysisJetsAuxDyn.JetConstitScaleMomentum_eta\n", + "454 / 964 AnalysisJetsAuxDyn.JetConstitScaleMomentum_phi\n", + "455 / 964 AnalysisJetsAuxDyn.JetConstitScaleMomentum_m\n", + "456 / 964 AnalysisJetsAuxDyn.btaggingLink\n", + "457 / 964 AnalysisJetsAuxDyn.btaggingLink/AnalysisJetsAuxDyn.btaggingLink.m_persKey\n", + "458 / 964 AnalysisJetsAuxDyn.btaggingLink/AnalysisJetsAuxDyn.btaggingLink.m_persIndex\n", + "459 / 964 AnalysisJetsAuxDyn.ActiveArea4vec_eta\n", + "460 / 964 AnalysisJetsAuxDyn.ActiveArea4vec_m\n", + "461 / 964 AnalysisJetsAuxDyn.ActiveArea4vec_phi\n", + "462 / 964 AnalysisJetsAuxDyn.ActiveArea4vec_pt\n", + "463 / 964 AnalysisJetsAuxDyn.DetectorEta\n", + "464 / 964 AnalysisJetsAuxDyn.EMFrac\n", + "465 / 964 AnalysisJetsAuxDyn.JVFCorr\n", + "466 / 964 AnalysisJetsAuxDyn.Timing\n", + "467 / 964 AnalysisJetsAuxDyn.NumTrkPt1000\n", + "468 / 964 AnalysisJetsAuxDyn.NumTrkPt500\n", + "469 / 964 AnalysisJetsAuxDyn.EnergyPerSampling\n", + "470 / 964 AnalysisJetsAuxDyn.SumPtChargedPFOPt500\n", + "471 / 964 AnalysisJetsAuxDyn.SumPtTrkPt500\n", + "472 / 964 AnalysisJetsAuxDyn.TrackWidthPt1000\n", + "473 / 964 AnalysisJetsAuxDyn.PSFrac\n", + "474 / 964 AnalysisJetsAuxDyn.Width\n", + "475 / 964 AnalysisJetsAuxDyn.DFCommonJets_fJvt\n", + "476 / 964 AnalysisJetsAuxDyn.GhostTrack\n", + "477 / 964 AnalysisJetsAuxDyn.GhostMuonSegmentCount\n", + "478 / 964 AnalysisJetsAuxDyn.DFCommonJets_QGTagger_NTracks\n", + "479 / 964 AnalysisJetsAuxDyn.DFCommonJets_QGTagger_TracksWidth\n", + "480 / 964 AnalysisJetsAuxDyn.DFCommonJets_QGTagger_TracksC1\n", + "481 / 964 AnalysisJetsAuxDyn.NNJvtPass\n", + "482 / 964 AnalysisMuonsAuxDyn.pt\n", + "483 / 964 AnalysisMuonsAuxDyn.eta\n", + "484 / 964 AnalysisMuonsAuxDyn.phi\n", + "485 / 964 AnalysisMuonsAuxDyn.muonSegmentLinks\n", + "486 / 964 AnalysisMuonsAuxDyn.charge\n", + "487 / 964 AnalysisMuonsAuxDyn.ptcone20\n", + "488 / 964 AnalysisMuonsAuxDyn.ptvarcone20\n", + "489 / 964 AnalysisMuonsAuxDyn.ptcone30\n", + "490 / 964 AnalysisMuonsAuxDyn.ptvarcone30\n", + "491 / 964 AnalysisMuonsAuxDyn.topoetcone20\n", + "492 / 964 AnalysisMuonsAuxDyn.topoetcone40\n", + "493 / 964 AnalysisMuonsAuxDyn.EnergyLoss\n", + "494 / 964 AnalysisMuonsAuxDyn.MuonSpectrometerPt\n", + "495 / 964 AnalysisMuonsAuxDyn.InnerDetectorPt\n", + "496 / 964 AnalysisMuonsAuxDyn.momentumBalanceSignificance\n", + "497 / 964 AnalysisMuonsAuxDyn.scatteringNeighbourSignificance\n", + "498 / 964 AnalysisMuonsAuxDyn.segmentDeltaEta\n", + "499 / 964 AnalysisMuonsAuxDyn.CaloMuonScore\n", + "500 / 964 AnalysisMuonsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVA_pt500\n", + "501 / 964 AnalysisMuonsAuxDyn.neflowisol20\n", + "502 / 964 AnalysisMuonsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVA_pt1000\n", + "503 / 964 AnalysisMuonsAuxDyn.topoetcone20_CloseByCorr\n", + "504 / 964 AnalysisMuonsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVA_pt500_CloseByCorr\n", + "505 / 964 AnalysisMuonsAuxDyn.neflowisol20_CloseByCorr\n", + "506 / 964 AnalysisMuonsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVA_pt1000_CloseByCorr\n", + "507 / 964 AnalysisMuonsAuxDyn.numberOfPrecisionLayers\n", + "508 / 964 AnalysisMuonsAuxDyn.numberOfPrecisionHoleLayers\n", + "509 / 964 AnalysisMuonsAuxDyn.DFCommonMuonPassIDCuts\n", + "510 / 964 AnalysisMuonsAuxDyn.muonType\n", + "511 / 964 AnalysisMuonsAuxDyn.allAuthors\n", + "512 / 964 AnalysisMuonsAuxDyn.author\n", + "513 / 964 AnalysisMuonsAuxDyn.quality\n", + "514 / 964 AnalysisMuonsAuxDyn.energyLossType\n", + "515 / 964 AnalysisMuonsAuxDyn.innerSmallHits\n", + "516 / 964 AnalysisMuonsAuxDyn.innerLargeHits\n", + "517 / 964 AnalysisMuonsAuxDyn.middleSmallHits\n", + "518 / 964 AnalysisMuonsAuxDyn.middleLargeHits\n", + "519 / 964 AnalysisMuonsAuxDyn.outerSmallHits\n", + "520 / 964 AnalysisMuonsAuxDyn.outerLargeHits\n", + "521 / 964 AnalysisMuonsAuxDyn.extendedSmallHits\n", + "522 / 964 AnalysisMuonsAuxDyn.extendedLargeHits\n", + "523 / 964 AnalysisMuonsAuxDyn.innerSmallHoles\n", + "524 / 964 AnalysisMuonsAuxDyn.innerLargeHoles\n", + "525 / 964 AnalysisMuonsAuxDyn.middleSmallHoles\n", + "526 / 964 AnalysisMuonsAuxDyn.middleLargeHoles\n", + "527 / 964 AnalysisMuonsAuxDyn.outerSmallHoles\n", + "528 / 964 AnalysisMuonsAuxDyn.outerLargeHoles\n", + "529 / 964 AnalysisMuonsAuxDyn.extendedSmallHoles\n", + "530 / 964 AnalysisMuonsAuxDyn.extendedLargeHoles\n", + "531 / 964 AnalysisMuonsAuxDyn.cscEtaHits\n", + "532 / 964 AnalysisMuonsAuxDyn.cscUnspoiledEtaHits\n", + "533 / 964 AnalysisMuonsAuxDyn.inDetTrackParticleLink\n", + "534 / 964 AnalysisMuonsAuxDyn.inDetTrackParticleLink/AnalysisMuonsAuxDyn.inDetTrackParticleLink.m_persKey\n", + "535 / 964 AnalysisMuonsAuxDyn.inDetTrackParticleLink/AnalysisMuonsAuxDyn.inDetTrackParticleLink.m_persIndex\n", + "536 / 964 AnalysisMuonsAuxDyn.muonSpectrometerTrackParticleLink\n", + "537 / 964 AnalysisMuonsAuxDyn.muonSpectrometerTrackParticleLink/AnalysisMuonsAuxDyn.muonSpectrometerTrackParticleLink.m_persKey\n", + "538 / 964 AnalysisMuonsAuxDyn.muonSpectrometerTrackParticleLink/AnalysisMuonsAuxDyn.muonSpectrometerTrackParticleLink.m_persIndex\n", + "539 / 964 AnalysisMuonsAuxDyn.extrapolatedMuonSpectrometerTrackParticleLink\n", + "540 / 964 AnalysisMuonsAuxDyn.extrapolatedMuonSpectrometerTrackParticleLink/AnalysisMuonsAuxDyn.extrapolatedMuonSpectrometerTrackParticleLink.m_persKey\n", + "541 / 964 AnalysisMuonsAuxDyn.extrapolatedMuonSpectrometerTrackParticleLink/AnalysisMuonsAuxDyn.extrapolatedMuonSpectrometerTrackParticleLink.m_persIndex\n", + "542 / 964 AnalysisMuonsAuxDyn.msOnlyExtrapolatedMuonSpectrometerTrackParticleLink\n", + "543 / 964 AnalysisMuonsAuxDyn.msOnlyExtrapolatedMuonSpectrometerTrackParticleLink/AnalysisMuonsAuxDyn.msOnlyExtrapolatedMuonSpectrometerTrackParticleLink.m_persKey\n", + "544 / 964 AnalysisMuonsAuxDyn.msOnlyExtrapolatedMuonSpectrometerTrackParticleLink/AnalysisMuonsAuxDyn.msOnlyExtrapolatedMuonSpectrometerTrackParticleLink.m_persIndex\n", + "545 / 964 AnalysisMuonsAuxDyn.combinedTrackParticleLink\n", + "546 / 964 AnalysisMuonsAuxDyn.combinedTrackParticleLink/AnalysisMuonsAuxDyn.combinedTrackParticleLink.m_persKey\n", + "547 / 964 AnalysisMuonsAuxDyn.combinedTrackParticleLink/AnalysisMuonsAuxDyn.combinedTrackParticleLink.m_persIndex\n", + "548 / 964 AnalysisMuonsAuxDyn.clusterLink\n", + "549 / 964 AnalysisMuonsAuxDyn.clusterLink/AnalysisMuonsAuxDyn.clusterLink.m_persKey\n", + "550 / 964 AnalysisMuonsAuxDyn.clusterLink/AnalysisMuonsAuxDyn.clusterLink.m_persIndex\n", + "551 / 964 AnalysisMuonsAuxDyn.spectrometerFieldIntegral\n", + "552 / 964 AnalysisMuonsAuxDyn.scatteringCurvatureSignificance\n", + "553 / 964 AnalysisMuonsAuxDyn.CaloLRLikelihood\n", + "554 / 964 AnalysisMuonsAuxDyn.CaloMuonIDTag\n", + "555 / 964 AnalysisMuonsAuxDyn.combinedTrackOutBoundsPrecisionHits\n", + "556 / 964 AnalysisMuonsAuxDyn.extendedClosePrecisionHits\n", + "557 / 964 AnalysisMuonsAuxDyn.extendedOutBoundsPrecisionHits\n", + "558 / 964 AnalysisMuonsAuxDyn.innerClosePrecisionHits\n", + "559 / 964 AnalysisMuonsAuxDyn.innerOutBoundsPrecisionHits\n", + "560 / 964 AnalysisMuonsAuxDyn.isEndcapGoodLayers\n", + "561 / 964 AnalysisMuonsAuxDyn.isSmallGoodSectors\n", + "562 / 964 AnalysisMuonsAuxDyn.middleClosePrecisionHits\n", + "563 / 964 AnalysisMuonsAuxDyn.middleOutBoundsPrecisionHits\n", + "564 / 964 AnalysisMuonsAuxDyn.numberOfGoodPrecisionLayers\n", + "565 / 964 AnalysisMuonsAuxDyn.outerClosePrecisionHits\n", + "566 / 964 AnalysisMuonsAuxDyn.outerOutBoundsPrecisionHits\n", + "567 / 964 AnalysisMuonsAuxDyn.ptcone40\n", + "568 / 964 AnalysisMuonsAuxDyn.ptvarcone40\n", + "569 / 964 AnalysisMuonsAuxDyn.topoetcone30\n", + "570 / 964 AnalysisMuonsAuxDyn.DFCommonMuonPassPreselection\n", + "571 / 964 AnalysisMuonsAuxDyn.ptcone20_Nonprompt_All_MaxWeightTTVA_pt500\n", + "572 / 964 AnalysisMuonsAuxDyn.ptcone20_Nonprompt_All_MaxWeightTTVA_pt1000\n", + "573 / 964 AnalysisMuonsAuxDyn.DFCommonJetDr\n", + "574 / 964 AnalysisPhotonsAuxDyn.ambiguityLink\n", + "575 / 964 AnalysisPhotonsAuxDyn.ambiguityLink/AnalysisPhotonsAuxDyn.ambiguityLink.m_persKey\n", + "576 / 964 AnalysisPhotonsAuxDyn.ambiguityLink/AnalysisPhotonsAuxDyn.ambiguityLink.m_persIndex\n", + "577 / 964 AnalysisPhotonsAuxDyn.pt\n", + "578 / 964 AnalysisPhotonsAuxDyn.eta\n", + "579 / 964 AnalysisPhotonsAuxDyn.phi\n", + "580 / 964 AnalysisPhotonsAuxDyn.m\n", + "581 / 964 AnalysisPhotonsAuxDyn.ptcone20\n", + "582 / 964 AnalysisPhotonsAuxDyn.topoetcone20\n", + "583 / 964 AnalysisPhotonsAuxDyn.topoetcone40\n", + "584 / 964 AnalysisPhotonsAuxDyn.topoetcone20_CloseByCorr\n", + "585 / 964 AnalysisPhotonsAuxDyn.ptcone20_CloseByCorr\n", + "586 / 964 AnalysisPhotonsAuxDyn.topoetcone40_CloseByCorr\n", + "587 / 964 AnalysisPhotonsAuxDyn.DFCommonPhotonsCleaning\n", + "588 / 964 AnalysisPhotonsAuxDyn.DFCommonPhotonsIsEMLoose\n", + "589 / 964 AnalysisPhotonsAuxDyn.author\n", + "590 / 964 AnalysisPhotonsAuxDyn.caloClusterLinks\n", + "591 / 964 AnalysisPhotonsAuxDyn.OQ\n", + "592 / 964 AnalysisPhotonsAuxDyn.f1\n", + "593 / 964 AnalysisPhotonsAuxDyn.topoetcone20ptCorrection\n", + "594 / 964 AnalysisPhotonsAuxDyn.topoetcone40ptCorrection\n", + "595 / 964 AnalysisPhotonsAuxDyn.vertexLinks\n", + "596 / 964 AnalysisPhotonsAuxDyn.DFCommonPhotonsIsEMTight\n", + "597 / 964 AnalysisPhotonsAuxDyn.DFCommonPhotonsIsEMTightIsEMValue\n", + "598 / 964 AnalysisPhotonsAuxDyn.DFCommonPhotonsCleaningNoTime\n", + "599 / 964 AnalysisSiHitElectronsAuxDyn.pt\n", + "600 / 964 AnalysisSiHitElectronsAuxDyn.eta\n", + "601 / 964 AnalysisSiHitElectronsAuxDyn.phi\n", + "602 / 964 AnalysisSiHitElectronsAuxDyn.m\n", + "603 / 964 AnalysisSiHitElectronsAuxDyn.charge\n", + "604 / 964 AnalysisSiHitElectronsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVALooseCone_pt1000_CloseByCorr\n", + "605 / 964 AnalysisSiHitElectronsAuxDyn.topoetcone20_CloseByCorr\n", + "606 / 964 AnalysisSiHitElectronsAuxDyn.z0stheta\n", + "607 / 964 AnalysisSiHitElectronsAuxDyn.d0Normalized\n", + "608 / 964 AnalysisSiHitElectronsAuxDyn.nInnerExpPix\n", + "609 / 964 AnalysisSiHitElectronsAuxDyn.clEta\n", + "610 / 964 AnalysisSiHitElectronsAuxDyn.clPhi\n", + "611 / 964 AnalysisSiHitElectronsAuxDyn.author\n", + "612 / 964 AnalysisSiHitElectronsAuxDyn.OQ\n", + "613 / 964 AnalysisSiHitElectronsAuxDyn.DFCommonElectronsLHVeryLoose\n", + "614 / 964 AnalysisTauJetsAuxDyn.pt\n", + "615 / 964 AnalysisTauJetsAuxDyn.eta\n", + "616 / 964 AnalysisTauJetsAuxDyn.phi\n", + "617 / 964 AnalysisTauJetsAuxDyn.m\n", + "618 / 964 AnalysisTauJetsAuxDyn.vertexLink\n", + "619 / 964 AnalysisTauJetsAuxDyn.vertexLink/AnalysisTauJetsAuxDyn.vertexLink.m_persKey\n", + "620 / 964 AnalysisTauJetsAuxDyn.vertexLink/AnalysisTauJetsAuxDyn.vertexLink.m_persIndex\n", + "621 / 964 AnalysisTauJetsAuxDyn.tauTrackLinks\n", + "622 / 964 AnalysisTauJetsAuxDyn.charge\n", + "623 / 964 AnalysisTauJetsAuxDyn.EleRNNLoose_v1\n", + "624 / 964 AnalysisTauJetsAuxDyn.EleRNNMedium_v1\n", + "625 / 964 AnalysisTauJetsAuxDyn.EleRNNTight_v1\n", + "626 / 964 AnalysisTauJetsAuxDyn.JetDeepSetVeryLoose\n", + "627 / 964 AnalysisTauJetsAuxDyn.JetDeepSetLoose\n", + "628 / 964 AnalysisTauJetsAuxDyn.JetDeepSetMedium\n", + "629 / 964 AnalysisTauJetsAuxDyn.JetDeepSetTight\n", + "630 / 964 AnalysisTauJetsAuxDyn.ptTauEnergyScale\n", + "631 / 964 AnalysisTauJetsAuxDyn.etaTauEnergyScale\n", + "632 / 964 AnalysisTauJetsAuxDyn.ptFinalCalib\n", + "633 / 964 AnalysisTauJetsAuxDyn.etaFinalCalib\n", + "634 / 964 AnalysisTauJetsAuxDyn.isTauFlags\n", + "635 / 964 AnalysisTauJetsAuxDyn.PanTau_DecayMode\n", + "636 / 964 AnalysisTauJetsAuxDyn.RNNJetScore\n", + "637 / 964 AnalysisTauJetsAuxDyn.RNNJetScoreSigTrans\n", + "638 / 964 AnalysisTauJetsAuxDyn.RNNEleScore\n", + "639 / 964 AnalysisTauJetsAuxDyn.NNDecayMode\n", + "640 / 964 AnalysisTauJetsAuxDyn.RNNEleScoreSigTrans_v1\n", + "641 / 964 AnalysisTauJetsAuxDyn.JetDeepSetScore\n", + "642 / 964 AnalysisTauJetsAuxDyn.JetDeepSetScoreTrans\n", + "643 / 964 AnalysisTrigMatch_HLT_e10_lhvloose_nod0_L1EM7AuxDyn.TrigMatchedObjects\n", + "644 / 964 AnalysisTrigMatch_HLT_e5_lhvloose_nod0AuxDyn.TrigMatchedObjects\n", + "645 / 964 AnalysisTrigMatch_HLT_e7_lhmedium_nod0_mu24AuxDyn.TrigMatchedObjects\n", + "646 / 964 AnalysisTrigMatch_HLT_mu10AuxDyn.TrigMatchedObjects\n", + "647 / 964 AnalysisTrigMatch_HLT_mu14AuxDyn.TrigMatchedObjects\n", + "648 / 964 AnalysisTrigMatch_HLT_mu20AuxDyn.TrigMatchedObjects\n", + "649 / 964 AnalysisTrigMatch_HLT_mu22AuxDyn.TrigMatchedObjects\n", + "650 / 964 AnalysisTrigMatch_HLT_mu24AuxDyn.TrigMatchedObjects\n", + "651 / 964 AnalysisTrigMatch_HLT_mu4AuxDyn.TrigMatchedObjects\n", + "652 / 964 AnalysisTrigMatch_HLT_mu6AuxDyn.TrigMatchedObjects\n", + "653 / 964 AnalysisTrigMatch_HLT_mu6_idperfAuxDyn.TrigMatchedObjects\n", + "654 / 964 AntiKt10UFOCSSKJetsAuxDyn.GhostAntiKtVR30Rmax4Rmin02PV0TrackJets\n", + "655 / 964 BTagging_AntiKt4EMPFlowAuxDyn.DL1dv01_pu\n", + "656 / 964 BTagging_AntiKt4EMPFlowAuxDyn.DL1dv01_pc\n", + "657 / 964 BTagging_AntiKt4EMPFlowAuxDyn.DL1dv01_pb\n", + "658 / 964 BTagging_AntiKt4EMPFlowAuxDyn.GN2v00_pc\n", + "659 / 964 BTagging_AntiKt4EMPFlowAuxDyn.GN2v00_pb\n", + "660 / 964 BTagging_AntiKt4EMPFlowAuxDyn.GN2v00_pu\n", + "661 / 964 BTagging_AntiKtVR30Rmax4Rmin02TrackAuxDyn.DL1dv01_pu\n", + "662 / 964 BTagging_AntiKtVR30Rmax4Rmin02TrackAuxDyn.DL1dv01_pc\n", + "663 / 964 BTagging_AntiKtVR30Rmax4Rmin02TrackAuxDyn.DL1dv01_pb\n", + "664 / 964 BTagging_AntiKtVR30Rmax4Rmin02TrackAuxDyn.GN2v00_pc\n", + "665 / 964 BTagging_AntiKtVR30Rmax4Rmin02TrackAuxDyn.GN2v00_pb\n", + "666 / 964 BTagging_AntiKtVR30Rmax4Rmin02TrackAuxDyn.GN2v00_pu\n", + "667 / 964 CombinedMuonTrackParticlesAuxDyn.definingParametersCovMatrixDiag\n", + "668 / 964 CombinedMuonTrackParticlesAuxDyn.definingParametersCovMatrixOffDiag\n", + "669 / 964 CombinedMuonTrackParticlesAuxDyn.phi\n", + "670 / 964 CombinedMuonTrackParticlesAuxDyn.numberOfPixelHits\n", + "671 / 964 CombinedMuonTrackParticlesAuxDyn.numberOfPixelHoles\n", + "672 / 964 CombinedMuonTrackParticlesAuxDyn.numberOfPixelDeadSensors\n", + "673 / 964 CombinedMuonTrackParticlesAuxDyn.numberOfSCTHits\n", + "674 / 964 CombinedMuonTrackParticlesAuxDyn.numberOfSCTHoles\n", + "675 / 964 CombinedMuonTrackParticlesAuxDyn.numberOfSCTDeadSensors\n", + "676 / 964 CombinedMuonTrackParticlesAuxDyn.qOverP\n", + "677 / 964 CombinedMuonTrackParticlesAuxDyn.chiSquared\n", + "678 / 964 CombinedMuonTrackParticlesAuxDyn.numberDoF\n", + "679 / 964 CombinedMuonTrackParticlesAuxDyn.d0\n", + "680 / 964 CombinedMuonTrackParticlesAuxDyn.z0\n", + "681 / 964 CombinedMuonTrackParticlesAuxDyn.theta\n", + "682 / 964 CombinedMuonTrackParticlesAuxDyn.vz\n", + "683 / 964 CombinedMuonTrackParticlesAuxDyn.numberOfTRTHits\n", + "684 / 964 CombinedMuonTrackParticlesAuxDyn.numberOfTRTOutliers\n", + "685 / 964 EventInfoAuxDyn.eventNumber\n", + "686 / 964 EventInfoAuxDyn.mcEventNumber\n", + "687 / 964 EventInfoAuxDyn.actualInteractionsPerCrossing\n", + "688 / 964 EventInfoAuxDyn.averageInteractionsPerCrossing\n", + "689 / 964 EventInfoAuxDyn.runNumber\n", + "690 / 964 EventInfoAuxDyn.lumiBlock\n", + "691 / 964 EventInfoAuxDyn.timeStamp\n", + "692 / 964 EventInfoAuxDyn.timeStampNSOffset\n", + "693 / 964 EventInfoAuxDyn.bcid\n", + "694 / 964 EventInfoAuxDyn.detDescrTags\n", + "695 / 964 EventInfoAuxDyn.detDescrTags/EventInfoAuxDyn.detDescrTags.first\n", + "696 / 964 EventInfoAuxDyn.detDescrTags/EventInfoAuxDyn.detDescrTags.second\n", + "697 / 964 EventInfoAuxDyn.eventTypeBitmask\n", + "698 / 964 EventInfoAuxDyn.pixelFlags\n", + "699 / 964 EventInfoAuxDyn.sctFlags\n", + "700 / 964 EventInfoAuxDyn.trtFlags\n", + "701 / 964 EventInfoAuxDyn.larFlags\n", + "702 / 964 EventInfoAuxDyn.tileFlags\n", + "703 / 964 EventInfoAuxDyn.muonFlags\n", + "704 / 964 EventInfoAuxDyn.forwardDetFlags\n", + "705 / 964 EventInfoAuxDyn.coreFlags\n", + "706 / 964 EventInfoAuxDyn.lumiFlags\n", + "707 / 964 EventInfoAuxDyn.beamPosSigmaX\n", + "708 / 964 EventInfoAuxDyn.beamPosSigmaXY\n", + "709 / 964 EventInfoAuxDyn.beamPosSigmaY\n", + "710 / 964 EventInfoAuxDyn.beamPosSigmaZ\n", + "711 / 964 EventInfoAuxDyn.beamPosX\n", + "712 / 964 EventInfoAuxDyn.beamPosY\n", + "713 / 964 EventInfoAuxDyn.beamPosZ\n", + "714 / 964 EventInfoAuxDyn.beamStatus\n", + "715 / 964 EventInfoAuxDyn.beamTiltXZ\n", + "716 / 964 EventInfoAuxDyn.beamTiltYZ\n", + "717 / 964 EventInfoAuxDyn.mcChannelNumber\n", + "718 / 964 EventInfoAuxDyn.mcEventWeights\n", + "719 / 964 [CANNOT READ] EventInfoAuxDyn.hardScatterVertexLink\n", + "720 / 964 [CANNOT READ] EventInfoAuxDyn.hardScatterVertexLink/EventInfoAuxDyn.hardScatterVertexLink\n", + "721 / 964 EventInfoAuxDyn.DFCommonJets_isBadBatman\n", + "722 / 964 EventInfoAuxDyn.DFCommonJets_BCIDDistanceFromFront\n", + "723 / 964 EventInfoAuxDyn.DFCommonJets_BCIDDistanceTail\n", + "724 / 964 EventInfoAuxDyn.DFCommonJets_BCIDGapBeforeTrain\n", + "725 / 964 EventInfoAuxDyn.DFCommonJets_BCIDGapAfterTrain\n", + "726 / 964 EventInfoAuxDyn.DFCommonJets_BCIDType\n", + "727 / 964 EventInfoAuxDyn.DFCommonJets_BCIDGapBeforeTrainMinus12\n", + "728 / 964 EventInfoAuxDyn.DFCommonJets_BCIDGapAfterTrainMinus12\n", + "729 / 964 EventInfoAuxDyn.DFCommonJets_BCIDTypeMinus12\n", + "730 / 964 EventInfoAuxDyn.DFCommonJets_eventClean_LooseBad\n", + "731 / 964 EventInfoAuxDyn.DFCommonJets_eventClean_LooseBadLLP\n", + "732 / 964 ExtrapolatedMuonTrackParticlesAuxDyn.definingParametersCovMatrixDiag\n", + "733 / 964 ExtrapolatedMuonTrackParticlesAuxDyn.definingParametersCovMatrixOffDiag\n", + "734 / 964 ExtrapolatedMuonTrackParticlesAuxDyn.phi\n", + "735 / 964 ExtrapolatedMuonTrackParticlesAuxDyn.qOverP\n", + "736 / 964 ExtrapolatedMuonTrackParticlesAuxDyn.d0\n", + "737 / 964 ExtrapolatedMuonTrackParticlesAuxDyn.z0\n", + "738 / 964 ExtrapolatedMuonTrackParticlesAuxDyn.theta\n", + "739 / 964 ExtrapolatedMuonTrackParticlesAuxDyn.vz\n", + "740 / 964 GSFConversionVerticesAuxDyn.trackParticleLinks\n", + "741 / 964 GSFConversionVerticesAuxDyn.neutralParticleLinks\n", + "742 / 964 GSFConversionVerticesAuxDyn.px\n", + "743 / 964 GSFConversionVerticesAuxDyn.py\n", + "744 / 964 GSFConversionVerticesAuxDyn.pz\n", + "745 / 964 GSFConversionVerticesAuxDyn.x\n", + "746 / 964 GSFConversionVerticesAuxDyn.y\n", + "747 / 964 GSFConversionVerticesAuxDyn.z\n", + "748 / 964 GSFConversionVerticesAuxDyn.minRfirstHit\n", + "749 / 964 GSFConversionVerticesAuxDyn.pt1\n", + "750 / 964 GSFConversionVerticesAuxDyn.pt2\n", + "751 / 964 GSFTrackParticlesAuxDyn.definingParametersCovMatrixDiag\n", + "752 / 964 GSFTrackParticlesAuxDyn.definingParametersCovMatrixOffDiag\n", + "753 / 964 GSFTrackParticlesAuxDyn.phi\n", + "754 / 964 GSFTrackParticlesAuxDyn.originalTrackParticle\n", + "755 / 964 GSFTrackParticlesAuxDyn.originalTrackParticle/GSFTrackParticlesAuxDyn.originalTrackParticle.m_persKey\n", + "756 / 964 GSFTrackParticlesAuxDyn.originalTrackParticle/GSFTrackParticlesAuxDyn.originalTrackParticle.m_persIndex\n", + "757 / 964 GSFTrackParticlesAuxDyn.numberOfPixelHits\n", + "758 / 964 GSFTrackParticlesAuxDyn.numberOfSCTHits\n", + "759 / 964 GSFTrackParticlesAuxDyn.qOverP\n", + "760 / 964 GSFTrackParticlesAuxDyn.numberOfInnermostPixelLayerHits\n", + "761 / 964 GSFTrackParticlesAuxDyn.numberOfNextToInnermostPixelLayerHits\n", + "762 / 964 GSFTrackParticlesAuxDyn.expectInnermostPixelLayerHit\n", + "763 / 964 GSFTrackParticlesAuxDyn.expectNextToInnermostPixelLayerHit\n", + "764 / 964 GSFTrackParticlesAuxDyn.chiSquared\n", + "765 / 964 GSFTrackParticlesAuxDyn.d0\n", + "766 / 964 GSFTrackParticlesAuxDyn.z0\n", + "767 / 964 GSFTrackParticlesAuxDyn.theta\n", + "768 / 964 GSFTrackParticlesAuxDyn.vz\n", + "769 / 964 InDetTrackParticlesAuxDyn.definingParametersCovMatrixDiag\n", + "770 / 964 InDetTrackParticlesAuxDyn.definingParametersCovMatrixOffDiag\n", + "771 / 964 InDetTrackParticlesAuxDyn.phi\n", + "772 / 964 InDetTrackParticlesAuxDyn.numberOfPixelHits\n", + "773 / 964 InDetTrackParticlesAuxDyn.numberOfPixelHoles\n", + "774 / 964 InDetTrackParticlesAuxDyn.numberOfPixelSharedHits\n", + "775 / 964 InDetTrackParticlesAuxDyn.numberOfPixelDeadSensors\n", + "776 / 964 InDetTrackParticlesAuxDyn.numberOfSCTHits\n", + "777 / 964 InDetTrackParticlesAuxDyn.numberOfSCTHoles\n", + "778 / 964 InDetTrackParticlesAuxDyn.numberOfSCTSharedHits\n", + "779 / 964 InDetTrackParticlesAuxDyn.numberOfSCTDeadSensors\n", + "780 / 964 InDetTrackParticlesAuxDyn.qOverP\n", + "781 / 964 InDetTrackParticlesAuxDyn.numberOfInnermostPixelLayerHits\n", + "782 / 964 InDetTrackParticlesAuxDyn.TTVA_AMVFVertices\n", + "783 / 964 InDetTrackParticlesAuxDyn.TTVA_AMVFWeights\n", + "784 / 964 InDetTrackParticlesAuxDyn.chiSquared\n", + "785 / 964 InDetTrackParticlesAuxDyn.numberDoF\n", + "786 / 964 InDetTrackParticlesAuxDyn.d0\n", + "787 / 964 InDetTrackParticlesAuxDyn.z0\n", + "788 / 964 InDetTrackParticlesAuxDyn.theta\n", + "789 / 964 InDetTrackParticlesAuxDyn.vz\n", + "790 / 964 InDetTrackParticlesAuxDyn.numberOfTRTHits\n", + "791 / 964 InDetTrackParticlesAuxDyn.numberOfTRTOutliers\n", + "792 / 964 Kt4EMPFlowEventShapeAuxDyn.Density\n", + "793 / 964 MET_Core_AnalysisMETAuxDyn.name\n", + "794 / 964 MET_Core_AnalysisMETAuxDyn.mpx\n", + "795 / 964 MET_Core_AnalysisMETAuxDyn.mpy\n", + "796 / 964 MET_Core_AnalysisMETAuxDyn.sumet\n", + "797 / 964 MET_Core_AnalysisMETAuxDyn.source\n", + "798 / 964 MuonSpectrometerTrackParticlesAuxDyn.definingParametersCovMatrixDiag\n", + "799 / 964 MuonSpectrometerTrackParticlesAuxDyn.definingParametersCovMatrixOffDiag\n", + "800 / 964 MuonSpectrometerTrackParticlesAuxDyn.phi\n", + "801 / 964 MuonSpectrometerTrackParticlesAuxDyn.qOverP\n", + "802 / 964 MuonSpectrometerTrackParticlesAuxDyn.d0\n", + "803 / 964 MuonSpectrometerTrackParticlesAuxDyn.z0\n", + "804 / 964 MuonSpectrometerTrackParticlesAuxDyn.theta\n", + "805 / 964 MuonSpectrometerTrackParticlesAuxDyn.vz\n", + "806 / 964 PrimaryVerticesAuxDyn.trackParticleLinks\n", + "807 / 964 PrimaryVerticesAuxDyn.neutralParticleLinks\n", + "808 / 964 PrimaryVerticesAuxDyn.vertexType\n", + "809 / 964 PrimaryVerticesAuxDyn.x\n", + "810 / 964 PrimaryVerticesAuxDyn.y\n", + "811 / 964 PrimaryVerticesAuxDyn.z\n", + "812 / 964 TauTracksAuxDyn.pt\n", + "813 / 964 TauTracksAuxDyn.eta\n", + "814 / 964 TauTracksAuxDyn.phi\n", + "815 / 964 TauTracksAuxDyn.trackLinks\n", + "816 / 964 TauTracksAuxDyn.flagSet\n", + "817 / 964 egammaClustersAuxDyn.calE\n", + "818 / 964 egammaClustersAuxDyn.calEta\n", + "819 / 964 egammaClustersAuxDyn.calPhi\n", + "820 / 964 egammaClustersAuxDyn.eta_sampl\n", + "821 / 964 egammaClustersAuxDyn.calM\n", + "822 / 964 egammaClustersAuxDyn.e_sampl\n", + "823 / 964 egammaClustersAuxDyn.ETA2CALOFRAME\n", + "824 / 964 egammaClustersAuxDyn.ETACALOFRAME\n", + "825 / 964 egammaClustersAuxDyn.PHI2CALOFRAME\n", + "826 / 964 egammaClustersAuxDyn.PHICALOFRAME\n", + "827 / 964 egammaClustersAuxDyn.constituentClusterLinks\n", + "828 / 964 AnalysisLargeRJetsAuxDyn.pt\n", + "829 / 964 AnalysisLargeRJetsAuxDyn.eta\n", + "830 / 964 AnalysisLargeRJetsAuxDyn.phi\n", + "831 / 964 AnalysisLargeRJetsAuxDyn.m\n", + "832 / 964 AnalysisLargeRJetsAuxDyn.constituentLinks\n", + "833 / 964 AnalysisLargeRJetsAuxDyn.JetConstitScaleMomentum_pt\n", + "834 / 964 AnalysisLargeRJetsAuxDyn.JetConstitScaleMomentum_eta\n", + "835 / 964 AnalysisLargeRJetsAuxDyn.JetConstitScaleMomentum_phi\n", + "836 / 964 AnalysisLargeRJetsAuxDyn.JetConstitScaleMomentum_m\n", + "837 / 964 AnalysisLargeRJetsAuxDyn.GN2Xv01_phbb\n", + "838 / 964 AnalysisLargeRJetsAuxDyn.GN2Xv01_ptop\n", + "839 / 964 AnalysisLargeRJetsAuxDyn.GN2Xv01_pqcd\n", + "840 / 964 AnalysisLargeRJetsAuxDyn.DetectorEta\n", + "841 / 964 AnalysisLargeRJetsAuxDyn.D2\n", + "842 / 964 AnalysisLargeRJetsAuxDyn.ECF1\n", + "843 / 964 AnalysisLargeRJetsAuxDyn.ECF2\n", + "844 / 964 AnalysisLargeRJetsAuxDyn.ECF3\n", + "845 / 964 AnalysisLargeRJetsAuxDyn.Parent\n", + "846 / 964 AnalysisLargeRJetsAuxDyn.Parent/AnalysisLargeRJetsAuxDyn.Parent.m_persKey\n", + "847 / 964 AnalysisLargeRJetsAuxDyn.Parent/AnalysisLargeRJetsAuxDyn.Parent.m_persIndex\n", + "848 / 964 AnalysisLargeRJetsAuxDyn.Tau1_wta\n", + "849 / 964 AnalysisLargeRJetsAuxDyn.Tau2_wta\n", + "850 / 964 AnalysisLargeRJetsAuxDyn.Tau3_wta\n", + "851 / 964 AnalysisLargeRJetsAuxDyn.C2\n", + "852 / 964 AnalysisLargeRJetsAuxDyn.GN2Xv01_phcc\n", + "853 / 964 AnalysisLargeRJetsAuxDyn.Split12\n", + "854 / 964 AnalysisLargeRJetsAuxDyn.Split23\n", + "855 / 964 AnalysisLargeRJetsAuxDyn.Qw\n", + "856 / 964 AnalysisTrigMatch_HLT_g120_looseAuxDyn.TrigMatchedObjects\n", + "857 / 964 AnalysisTrigMatch_HLT_g140_looseAuxDyn.TrigMatchedObjects\n", + "858 / 964 AnalysisTrigMatch_HLT_g200_etcutAuxDyn.TrigMatchedObjects\n", + "859 / 964 AnalysisTrigMatch_HLT_e12_lhvloose_nod0_L1EM10VHAuxDyn.TrigMatchedObjects\n", + "860 / 964 AnalysisTrigMatch_HLT_e15_lhvloose_nod0_L1EM7AuxDyn.TrigMatchedObjects\n", + "861 / 964 AnalysisTrigMatch_HLT_e17_lhvloose_nod0AuxDyn.TrigMatchedObjects\n", + "862 / 964 AnalysisTrigMatch_HLT_e20_lhvloose_nod0AuxDyn.TrigMatchedObjects\n", + "863 / 964 AnalysisTrigMatch_HLT_e26_lhtight_nod0AuxDyn.TrigMatchedObjects\n", + "864 / 964 AnalysisTrigMatch_HLT_e26_lhtight_nod0_ivarlooseAuxDyn.TrigMatchedObjects\n", + "865 / 964 AnalysisTrigMatch_HLT_mu26_ivarmediumAuxDyn.TrigMatchedObjects\n", + "866 / 964 AnalysisTrigMatch_HLT_e28_lhvloose_nod0_L1EM22VHAuxDyn.TrigMatchedObjects\n", + "867 / 964 AnalysisTrigMatch_HLT_mu20_ivarmedium_mu8noL1AuxDyn.TrigMatchedObjects\n", + "868 / 964 AnalysisTrigMatch_HLT_mu22_mu8noL1AuxDyn.TrigMatchedObjects\n", + "869 / 964 AnalysisTrigMatch_HLT_mu22_mu8noL1_TagandProbeAuxDyn.TrigMatchedObjects\n", + "870 / 964 AnalysisTrigMatch_HLT_mu50AuxDyn.TrigMatchedObjects\n", + "871 / 964 AnalysisTrigMatch_HLT_mu14_ivarloose_L1MU11_tau35_medium1_tracktwoEF_L1MU11_TAU20IMAuxDyn.TrigMatchedObjects\n", + "872 / 964 AnalysisTrigMatch_HLT_mu14_ivarloose_L1MU11_tau35_medium1_tracktwo_L1MU11_TAU20IMAuxDyn.TrigMatchedObjects\n", + "873 / 964 AnalysisTrigMatch_HLT_mu14_ivarloose_L1MU11_tau35_mediumRNN_tracktwoMVA_L1MU11_TAU20IMAuxDyn.TrigMatchedObjects\n", + "874 / 964 AnalysisTrigMatch_HLT_mu14_ivarloose_tau35_medium1_tracktwoAuxDyn.TrigMatchedObjects\n", + "875 / 964 AnalysisTrigMatch_HLT_mu14_ivarloose_tau35_medium1_tracktwoEFAuxDyn.TrigMatchedObjects\n", + "876 / 964 AnalysisTrigMatch_HLT_mu14_ivarloose_tau35_mediumRNN_tracktwoMVAAuxDyn.TrigMatchedObjects\n", + "877 / 964 AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_mediumRNN_tracktwoMVAAuxDyn.TrigMatchedObjects\n", + "878 / 964 AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwoAuxDyn.TrigMatchedObjects\n", + "879 / 964 AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwoEFAuxDyn.TrigMatchedObjects\n", + "880 / 964 AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwoEF_L1DR-MU10TAU12I_TAU12I-J25AuxDyn.TrigMatchedObjects\n", + "881 / 964 AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwo_L1DR-MU10TAU12I_TAU12I-J25AuxDyn.TrigMatchedObjects\n", + "882 / 964 AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_mediumRNN_tracktwoMVA_L1DR-MU10TAU12I_TAU12I-J25AuxDyn.TrigMatchedObjects\n", + "883 / 964 AnalysisTrigMatch_HLT_g45_loose_6j45_0eta240AuxDyn.TrigMatchedObjects\n", + "884 / 964 AnalysisTrigMatch_HLT_3mu6_msonlyAuxDyn.TrigMatchedObjects\n", + "885 / 964 AnalysisTrigMatch_HLT_2mu14AuxDyn.TrigMatchedObjects\n", + "886 / 964 AnalysisTrigMatch_HLT_2mu20_L12MU20_OVERLAYAuxDyn.TrigMatchedObjects\n", + "887 / 964 AnalysisTrigMatch_HLT_mu13_mu13_idperf_ZmumuAuxDyn.TrigMatchedObjects\n", + "888 / 964 AnalysisTrigMatch_HLT_mu6_dRl1_mu20_msonly_iloosems_mu6noL1_dRl1_msonlyAuxDyn.TrigMatchedObjects\n", + "889 / 964 AnalysisTrigMatch_HLT_2e17_lhvloose_nod0_L12EM15VHIAuxDyn.TrigMatchedObjects\n", + "890 / 964 AnalysisTrigMatch_HLT_2e24_lhvloose_nod0AuxDyn.TrigMatchedObjects\n", + "891 / 964 AnalysisTrigMatch_HLT_e26_lhtight_nod0_e15_etcut_L1EM7_ZeeAuxDyn.TrigMatchedObjects\n", + "892 / 964 AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwoEF_L1MU10_TAU12IM_3J12AuxDyn.TrigMatchedObjects\n", + "893 / 964 AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwo_L1MU10_TAU12IM_3J12AuxDyn.TrigMatchedObjects\n", + "894 / 964 AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_mediumRNN_tracktwoMVA_L1MU10_TAU12IM_3J12AuxDyn.TrigMatchedObjects\n", + "895 / 964 AnalysisTrigMatch_HLT_e60_lhmedium_nod0AuxDyn.TrigMatchedObjects\n", + "896 / 964 AnalysisTrigMatch_HLT_e70_lhvloose_nod0AuxDyn.TrigMatchedObjects\n", + "897 / 964 AnalysisTrigMatch_HLT_mu60_0eta105_msonlyAuxDyn.TrigMatchedObjects\n", + "898 / 964 AnalysisTrigMatch_HLT_mu80_msonly_3layersECAuxDyn.TrigMatchedObjects\n", + "899 / 964 AnalysisTrigMatch_HLT_2g20_tight_icalovloose_L12EM15VHIAuxDyn.TrigMatchedObjects\n", + "900 / 964 AnalysisTrigMatch_HLT_2g22_tight_L12EM15VHIAuxDyn.TrigMatchedObjects\n", + "901 / 964 AnalysisTrigMatch_HLT_2g25_tight_L12EM20VHAuxDyn.TrigMatchedObjects\n", + "902 / 964 AnalysisTrigMatch_HLT_e80_lhvloose_nod0AuxDyn.TrigMatchedObjects\n", + "903 / 964 AnalysisTrigMatch_HLT_mu20_2mu4_JpsimumuL2AuxDyn.TrigMatchedObjects\n", + "904 / 964 AnalysisTrigMatch_HLT_e17_lhloose_nod0_mu14AuxDyn.TrigMatchedObjects\n", + "905 / 964 AnalysisTrigMatch_HLT_g35_medium_g25_medium_L12EM20VHAuxDyn.TrigMatchedObjects\n", + "906 / 964 AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwoEF_L1DR-EM15TAU12I-J25AuxDyn.TrigMatchedObjects\n", + "907 / 964 AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwo_L1DR-EM15TAU12I-J25AuxDyn.TrigMatchedObjects\n", + "908 / 964 AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_mediumRNN_tracktwoMVA_L1DR-EM15TAU12I-J25AuxDyn.TrigMatchedObjects\n", + "909 / 964 AnalysisTrigMatch_HLT_3mu6AuxDyn.TrigMatchedObjects\n", + "910 / 964 AnalysisTrigMatch_HLT_mu11_mu6_bJpsimumuAuxDyn.TrigMatchedObjects\n", + "911 / 964 AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwoAuxDyn.TrigMatchedObjects\n", + "912 / 964 AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwoEFAuxDyn.TrigMatchedObjects\n", + "913 / 964 AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_mediumRNN_tracktwoMVAAuxDyn.TrigMatchedObjects\n", + "914 / 964 AnalysisTrigMatch_HLT_e100_lhvloose_nod0AuxDyn.TrigMatchedObjects\n", + "915 / 964 AnalysisTrigMatch_HLT_e24_lhmedium_nod0_ivarloose_tau35_medium1_tracktwoAuxDyn.TrigMatchedObjects\n", + "916 / 964 AnalysisTrigMatch_HLT_e24_lhmedium_nod0_ivarloose_tau35_medium1_tracktwoEFAuxDyn.TrigMatchedObjects\n", + "917 / 964 AnalysisTrigMatch_HLT_e24_lhmedium_nod0_ivarloose_tau35_mediumRNN_tracktwoMVAAuxDyn.TrigMatchedObjects\n", + "918 / 964 AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwoEF_L1EM15VHI_2TAU12IM_4J12AuxDyn.TrigMatchedObjects\n", + "919 / 964 AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwo_L1EM15VHI_2TAU12IM_4J12AuxDyn.TrigMatchedObjects\n", + "920 / 964 AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_mediumRNN_tracktwoMVA_L1EM15VHI_2TAU12IM_4J12AuxDyn.TrigMatchedObjects\n", + "921 / 964 AnalysisTrigMatch_HLT_mu4_bJpsi_TrkPEBAuxDyn.TrigMatchedObjects\n", + "922 / 964 AnalysisTrigMatch_HLT_mu11_mu6_bUpsimumuAuxDyn.TrigMatchedObjects\n", + "923 / 964 AnalysisTrigMatch_HLT_mu20_msonly_mu6noL1_msonly_nscan05AuxDyn.TrigMatchedObjects\n", + "924 / 964 AnalysisTrigMatch_HLT_2g50_loose_L12EM20VHAuxDyn.TrigMatchedObjects\n", + "925 / 964 AnalysisTrigMatch_HLT_mu6_j60_gsc85_boffperf_split_dr05_dz02AuxDyn.TrigMatchedObjects\n", + "926 / 964 AnalysisTrigMatch_HLT_4mu4AuxDyn.TrigMatchedObjects\n", + "927 / 964 AnalysisTrigMatch_HLT_e120_lhvloose_nod0AuxDyn.TrigMatchedObjects\n", + "928 / 964 AnalysisTrigMatch_HLT_e140_lhloose_nod0AuxDyn.TrigMatchedObjects\n", + "929 / 964 AnalysisTrigMatch_HLT_e300_etcutAuxDyn.TrigMatchedObjects\n", + "930 / 964 AnalysisTrigMatch_HLT_g300_etcutAuxDyn.TrigMatchedObjects\n", + "931 / 964 AnalysisTrigMatch_HLT_mu4_mu4_idperf_bJpsimumu_noidAuxDyn.TrigMatchedObjects\n", + "932 / 964 AnalysisTrigMatch_HLT_mu20_2mu4noL1AuxDyn.TrigMatchedObjects\n", + "933 / 964 AnalysisTrigMatch_HLT_g35_loose_g25_loose_L12EM20VHAuxDyn.TrigMatchedObjects\n", + "934 / 964 AnalysisTrigMatch_HLT_e60_lhvloose_nod0AuxDyn.TrigMatchedObjects\n", + "935 / 964 AnalysisTrigMatch_HLT_mu6_j150_gsc175_boffperf_split_dr05_dz02AuxDyn.TrigMatchedObjects\n", + "936 / 964 AnalysisTrigMatch_HLT_mu6_j110_gsc150_boffperf_split_dr05_dz02AuxDyn.TrigMatchedObjects\n", + "937 / 964 AnalysisTrigMatch_HLT_mu6_j85_gsc110_boffperf_split_dr05_dz02AuxDyn.TrigMatchedObjects\n", + "938 / 964 AnalysisTrigMatch_HLT_mu6_j175_gsc260_boffperf_split_dr05_dz02AuxDyn.TrigMatchedObjects\n", + "939 / 964 AnalysisTrigMatch_HLT_mu6_bJpsi_lowpt_TrkPEBAuxDyn.TrigMatchedObjects\n", + "940 / 964 AnalysisTrigMatch_HLT_e24_lhvloose_nod0_2e12_lhvloose_nod0_L1EM20VH_3EM10VHAuxDyn.TrigMatchedObjects\n", + "941 / 964 AnalysisTrigMatch_HLT_mu10_bJpsi_TrkPEBAuxDyn.TrigMatchedObjects\n", + "942 / 964 AnalysisTrigMatch_HLT_e140_lhvloose_nod0AuxDyn.TrigMatchedObjects\n", + "943 / 964 AnalysisTrigMatch_HLT_e160_lhvloose_nod0AuxDyn.TrigMatchedObjects\n", + "944 / 964 AnalysisTrigMatch_HLT_mu20_2mu2noL1_JpsimumuFSAuxDyn.TrigMatchedObjects\n", + "945 / 964 AnalysisTrigMatch_HLT_e200_etcutAuxDyn.TrigMatchedObjects\n", + "946 / 964 AnalysisTrigMatch_HLT_mu6_bJpsi_TrkPEBAuxDyn.TrigMatchedObjects\n", + "947 / 964 AnalysisTrigMatch_HLT_mu4_j15_boffperf_split_dr05_dz02AuxDyn.TrigMatchedObjects\n", + "948 / 964 AnalysisTrigMatch_HLT_mu4_j25_boffperf_split_dr05_dz02AuxDyn.TrigMatchedObjects\n", + "949 / 964 AnalysisTrigMatch_HLT_mu4_j35_boffperf_split_dr05_dz02AuxDyn.TrigMatchedObjects\n", + "950 / 964 AnalysisTrigMatch_HLT_mu4_j45_gsc55_boffperf_split_dr05_dz02AuxDyn.TrigMatchedObjects\n", + "951 / 964 AnalysisTrigMatch_HLT_e12_lhloose_nod0_2mu10AuxDyn.TrigMatchedObjects\n", + "952 / 964 FourLeptonVerticesAuxDyn.trackParticleLinks\n", + "953 / 964 FourLeptonVerticesAuxDyn.vertexType\n", + "954 / 964 FourLeptonVerticesAuxDyn.chiSquared\n", + "955 / 964 FourLeptonVerticesAuxDyn.numberDoF\n", + "956 / 964 FourLeptonVerticesAuxDyn.x\n", + "957 / 964 FourLeptonVerticesAuxDyn.y\n", + "958 / 964 FourLeptonVerticesAuxDyn.z\n", + "959 / 964 AnalysisTrigMatch_HLT_e9_lhvloose_nod0_mu20_mu8noL1AuxDyn.TrigMatchedObjects\n", + "960 / 964 AnalysisTrigMatch_HLT_e9_lhvloose_nod0_mu20_mu8noL1_L1EM7_MU20AuxDyn.TrigMatchedObjects\n", + "961 / 964 AnalysisTrigMatch_HLT_2e12_lhloose_nod0_mu10AuxDyn.TrigMatchedObjects\n", + "962 / 964 AnalysisTrigMatch_HLT_2g25_loose_g15_looseAuxDyn.TrigMatchedObjects\n", + "963 / 964 AnalysisTrigMatch_HLT_e26_lhmedium_nod0_mu8noL1AuxDyn.TrigMatchedObjects\n" + ] + }, + { + "data": { + "text/plain": [ + "{'xTrigDecisionAux.': 0.010691000000000006,\n", + " 'xTrigDecisionAux./xTrigDecisionAux.xAOD::AuxInfoBase': 0.0,\n", + " 'xTrigDecisionAux./xTrigDecisionAux.smk': 0.12224499999999994,\n", + " 'xTrigDecisionAux./xTrigDecisionAux.bgCode': 0.05617099999999997,\n", + " 'xTrigDecisionAux./xTrigDecisionAux.tav': 1.344833,\n", + " 'xTrigDecisionAux./xTrigDecisionAux.tap': 2.396336,\n", + " 'xTrigDecisionAux./xTrigDecisionAux.tbp': 3.0113660000000007,\n", + " 'xTrigDecisionAux./xTrigDecisionAux.lvl2ErrorBits': 0.13372299999999981,\n", + " 'xTrigDecisionAux./xTrigDecisionAux.efErrorBits': 0.12920100000000012,\n", + " 'xTrigDecisionAux./xTrigDecisionAux.lvl2Truncated': 0.03649500000000039,\n", + " 'xTrigDecisionAux./xTrigDecisionAux.efTruncated': 0.03539299999999912,\n", + " 'xTrigDecisionAux./xTrigDecisionAux.lvl2PassedPhysics': 0.48871600000000015,\n", + " 'xTrigDecisionAux./xTrigDecisionAux.efPassedPhysics': 1.5451639999999998,\n", + " 'xTrigDecisionAux./xTrigDecisionAux.lvl2PassedRaw': 0.48687199999999997,\n", + " 'xTrigDecisionAux./xTrigDecisionAux.efPassedRaw': 2.844722000000001,\n", + " 'xTrigDecisionAux./xTrigDecisionAux.lvl2PassedThrough': 0.48871600000000015,\n", + " 'xTrigDecisionAux./xTrigDecisionAux.efPassedThrough': 0.49220699999999873,\n", + " 'xTrigDecisionAux./xTrigDecisionAux.lvl2Prescaled': 0.48687199999999997,\n", + " 'xTrigDecisionAux./xTrigDecisionAux.efPrescaled': 2.486025999999999,\n", + " 'xTrigDecisionAux./xTrigDecisionAux.lvl2Resurrected': 0.48799900000000207,\n", + " 'xTrigDecisionAux./xTrigDecisionAux.efResurrected': 1.655338999999998,\n", + " 'METAssoc_AnalysisMETAux.': 0.0,\n", + " 'METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.xAOD::AuxContainerBase': 0.0,\n", + " 'METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.jetLink': 0.6725860000000026,\n", + " 'METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.objectLinks': 1.4048879999999997,\n", + " 'METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.calpx': 2.371383999999999,\n", + " 'METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.calpy': 2.3710109999999993,\n", + " 'METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.calpz': 2.3758820000000007,\n", + " 'METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.cale': 2.329567000000001,\n", + " 'METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.calsumpt': 2.3245799999999974,\n", + " 'METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.calkey': 1.1912599999999998,\n", + " 'METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.trkpx': 1.1921999999999997,\n", + " 'METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.trkpy': 1.1920320000000046,\n", + " 'METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.trkpz': 1.194359999999996,\n", + " 'METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.trke': 1.1790340000000015,\n", + " 'METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.trksumpt': 1.177076999999997,\n", + " 'METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.trkkey': 0.8486110000000053,\n", + " 'METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.jettrkpx': 3.6206539999999947,\n", + " 'METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.jettrkpy': 3.619995000000003,\n", + " 'METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.jettrkpz': 3.6265920000000023,\n", + " 'METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.jettrke': 3.5265489999999957,\n", + " 'METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.jettrksumpt': 3.5175040000000024,\n", + " 'METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.overlapIndices': 1.1689450000000008,\n", + " 'METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.overlapTypes': 1.1429800000000014,\n", + " 'METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.isMisc': 0.6342849999999984,\n", + " 'EventInfoAux.': 0.35558300000000287,\n", + " 'Kt4EMPFlowEventShapeAux.': 0.3591789999999975,\n", + " 'AnalysisElectronsAux.': 0.35713499999999954,\n", + " 'AnalysisJetsAux.': 0.357128000000003,\n", + " 'AnalysisLargeRJetsAux.': 0.3586639999999903,\n", + " 'AnalysisMuonsAux.': 0.3566100000000034,\n", + " 'AnalysisPhotonsAux.': 0.3573820000000012,\n", + " 'AnalysisSiHitElectronsAux.': 0.3596900000000005,\n", + " 'AnalysisTauJetsAux.': 0.3573820000000012,\n", + " 'AnalysisTrigMatch_HLT_2e12_lhloose_nod0_mu10Aux.': 0.36532599999999604,\n", + " 'AnalysisTrigMatch_HLT_2e17_lhvloose_nod0Aux.': 0.36455500000000995,\n", + " 'AnalysisTrigMatch_HLT_2e17_lhvloose_nod0_L12EM15VHIAux.': 0.3660909999999973,\n", + " 'AnalysisTrigMatch_HLT_2e24_lhvloose_nod0Aux.': 0.36455499999999574,\n", + " 'AnalysisTrigMatch_HLT_2g20_tight_icalovloose_L12EM15VHIAux.': 0.36787900000000207,\n", + " 'AnalysisTrigMatch_HLT_2g22_tightAux.': 0.36225600000000213,\n", + " 'AnalysisTrigMatch_HLT_2g22_tight_L12EM15VHIAux.': 0.36429199999999184,\n", + " 'AnalysisTrigMatch_HLT_2g22_tight_L1EM7_EMPTYAux.': 0.36532600000001025,\n", + " 'AnalysisTrigMatch_HLT_2g22_tight_L1EM7_UNPAIRED_ISOAux.': 0.3660909999999973,\n", + " 'AnalysisTrigMatch_HLT_2g22_tight_icalovlooseAux.': 0.36532599999999604,\n", + " 'AnalysisTrigMatch_HLT_2g25_loose_g15_looseAux.': 0.36506199999999467,\n", + " 'AnalysisTrigMatch_HLT_2g25_tight_L12EM20VHAux.': 0.3650620000000089,\n", + " 'AnalysisTrigMatch_HLT_2g50_loose_L12EM20VHAux.': 0.36506199999999467,\n", + " 'AnalysisTrigMatch_HLT_2mu14Aux.': 0.3599449999999962,\n", + " 'AnalysisTrigMatch_HLT_2mu20_L12MU20_OVERLAYAux.': 0.36429200000000606,\n", + " 'AnalysisTrigMatch_HLT_2mu4_bJpsimumuAux.': 0.36377600000000143,\n", + " 'AnalysisTrigMatch_HLT_2mu4_bUpsimumuAux.': 0.36377600000000143,\n", + " 'AnalysisTrigMatch_HLT_2mu6_bJpsimumuAux.': 0.36377600000000143,\n", + " 'AnalysisTrigMatch_HLT_2mu6_bUpsimumuAux.': 0.36377600000000143,\n", + " 'AnalysisTrigMatch_HLT_3g20_looseAux.': 0.3622559999999879,\n", + " 'AnalysisTrigMatch_HLT_3mu3_mu3noL1_L13MU4Aux.': 0.36378000000000554,\n", + " 'AnalysisTrigMatch_HLT_3mu4Aux.': 0.3609699999999947,\n", + " 'AnalysisTrigMatch_HLT_3mu4_mu2noL1Aux.': 0.36277200000000676,\n", + " 'AnalysisTrigMatch_HLT_3mu6Aux.': 0.3609699999999947,\n", + " 'AnalysisTrigMatch_HLT_3mu6_msonlyAux.': 0.36173300000000097,\n", + " 'AnalysisTrigMatch_HLT_3mu6_msonly_L1MU4_UNPAIRED_ISOAux.': 0.3676280000000105,\n", + " 'AnalysisTrigMatch_HLT_3mu6_msonly_L1MU6_EMPTYAux.': 0.3648029999999949,\n", + " 'AnalysisTrigMatch_HLT_4mu4Aux.': 0.3609699999999947,\n", + " 'AnalysisTrigMatch_HLT_e100_lhvloose_nod0Aux.': 0.36455500000000995,\n", + " 'AnalysisTrigMatch_HLT_e10_lhvloose_nod0_L1EM7Aux.': 0.3648029999999949,\n", + " 'AnalysisTrigMatch_HLT_e120_lhvloose_nod0Aux.': 0.36455499999999574,\n", + " 'AnalysisTrigMatch_HLT_e12_lhloose_nod0_2mu10Aux.': 0.36532600000001025,\n", + " 'AnalysisTrigMatch_HLT_e12_lhvloose_nod0_L1EM10VHAux.': 0.36736799999999903,\n", + " 'AnalysisTrigMatch_HLT_e140_lhloose_nod0Aux.': 0.36327,\n", + " 'AnalysisTrigMatch_HLT_e140_lhvloose_nod0Aux.': 0.36455499999999574,\n", + " 'AnalysisTrigMatch_HLT_e15_lhvloose_nod0_L1EM7Aux.': 0.3648029999999949,\n", + " 'AnalysisTrigMatch_HLT_e160_lhvloose_nod0Aux.': 0.36455500000000995,\n", + " 'AnalysisTrigMatch_HLT_e17_lhloose_nod0_2e12_lhloose_nod0_L1EM15VH_3EM10VHAux.': 0.3722269999999952,\n", + " 'AnalysisTrigMatch_HLT_e17_lhloose_nod0_mu14Aux.': 0.36429199999999184,\n", + " 'AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwoAux.': 0.3729950000000031,\n", + " 'AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwoEFAux.': 0.37350899999999854,\n", + " 'AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwoEF_L1DR-EM15TAU12I-J25Aux.': 0.37837900000000957,\n", + " 'AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwoEF_L1EM15VHI_2TAU12IM_4J12Aux.': 0.38067099999999243,\n", + " 'AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwo_L1DR-EM15TAU12I-J25Aux.': 0.37836699999999723,\n", + " 'AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwo_L1EM15VHI_2TAU12IM_4J12Aux.': 0.37914700000000323,\n", + " 'AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_mediumRNN_tracktwoMVAAux.': 0.3730040000000088,\n", + " 'AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_mediumRNN_tracktwoMVA_L1DR-EM15TAU12I-J25Aux.': 0.37787199999999643,\n", + " 'AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_mediumRNN_tracktwoMVA_L1EM15VHI_2TAU12IM_4J12Aux.': 0.37914599999999155,\n", + " 'AnalysisTrigMatch_HLT_e17_lhmedium_nod0_tau80_medium1_tracktwoAux.': 0.3701870000000014,\n", + " 'AnalysisTrigMatch_HLT_e17_lhvloose_nod0Aux.': 0.36327,\n", + " 'AnalysisTrigMatch_HLT_e200_etcutAux.': 0.36225600000000213,\n", + " 'AnalysisTrigMatch_HLT_e20_lhvlooseAux.': 0.36277200000000676,\n", + " 'AnalysisTrigMatch_HLT_e20_lhvloose_nod0Aux.': 0.36327,\n", + " 'AnalysisTrigMatch_HLT_e22_lhvloose_nod0_e12_lhvloose_nod0_e10_lhvloose_nod0_L1EM20VH_2EM10VH_3EM8VHAux.': 0.37863299999999356,\n", + " 'AnalysisTrigMatch_HLT_e24_lhmedium_nod0_ivarloose_tau35_medium1_tracktwoAux.': 0.3729950000000031,\n", + " 'AnalysisTrigMatch_HLT_e24_lhmedium_nod0_ivarloose_tau35_medium1_tracktwoEFAux.': 0.37350899999999854,\n", + " 'AnalysisTrigMatch_HLT_e24_lhmedium_nod0_ivarloose_tau35_mediumRNN_tracktwoMVAAux.': 0.37300399999999456,\n", + " 'AnalysisTrigMatch_HLT_e24_lhtight_nod0_ivarlooseAux.': 0.36736799999999903,\n", + " 'AnalysisTrigMatch_HLT_e24_lhvloose_nod0_2e12_lhvloose_nod0_L1EM20VH_3EM10VHAux.': 0.3732450000000114,\n", + " 'AnalysisTrigMatch_HLT_e26_lhloose_nod0Aux.': 0.3640359999999987,\n", + " 'AnalysisTrigMatch_HLT_e26_lhmedium_nod0_mu8noL1Aux.': 0.3650650000000013,\n", + " 'AnalysisTrigMatch_HLT_e26_lhtight_nod0Aux.': 0.3640359999999987,\n", + " 'AnalysisTrigMatch_HLT_e26_lhtight_nod0_e15_etcut_L1EM7_ZeeAux.': 0.36915899999999624,\n", + " 'AnalysisTrigMatch_HLT_e26_lhtight_nod0_ivarlooseAux.': 0.36736799999999903,\n", + " 'AnalysisTrigMatch_HLT_e28_lhtight_nod0_L1EM22VHIAux.': 0.36736799999999903,\n", + " 'AnalysisTrigMatch_HLT_e28_lhtight_nod0_noringer_ivarlooseAux.': 0.3678770000000071,\n", + " 'AnalysisTrigMatch_HLT_e28_lhvloose_nod0_L1EM22VHAux.': 0.36736799999999903,\n", + " 'AnalysisTrigMatch_HLT_e300_etcutAux.': 0.36225600000000213,\n", + " 'AnalysisTrigMatch_HLT_e5_lhvloose_nod0Aux.': 0.3640359999999987,\n", + " 'AnalysisTrigMatch_HLT_e60_lhmedium_nod0Aux.': 0.36327,\n", + " 'AnalysisTrigMatch_HLT_e60_lhvloose_nod0Aux.': 0.36327,\n", + " 'AnalysisTrigMatch_HLT_e70_lhvloose_nod0Aux.': 0.36327,\n", + " 'AnalysisTrigMatch_HLT_e7_lhmedium_nod0_mu24Aux.': 0.36429199999999184,\n", + " 'AnalysisTrigMatch_HLT_e80_lhvloose_nod0Aux.': 0.36327,\n", + " 'AnalysisTrigMatch_HLT_e9_lhvloose_nod0_mu20_mu8noL1Aux.': 0.3660909999999973,\n", + " 'AnalysisTrigMatch_HLT_e9_lhvloose_nod0_mu20_mu8noL1_L1EM7_MU20Aux.': 0.3701870000000014,\n", + " 'AnalysisTrigMatch_HLT_g120_looseAux.': 0.36225600000000213,\n", + " 'AnalysisTrigMatch_HLT_g140_looseAux.': 0.36225600000000213,\n", + " 'AnalysisTrigMatch_HLT_g200_etcutAux.': 0.36225600000000213,\n", + " 'AnalysisTrigMatch_HLT_g300_etcutAux.': 0.36225600000000213,\n", + " 'AnalysisTrigMatch_HLT_g35_loose_g25_looseAux.': 0.36377999999999133,\n", + " 'AnalysisTrigMatch_HLT_g35_loose_g25_loose_L12EM20VHAux.': 0.3660910000000115,\n", + " 'AnalysisTrigMatch_HLT_g35_medium_g25_medium_L12EM20VHAux.': 0.36684899999998777,\n", + " 'AnalysisTrigMatch_HLT_g35_medium_g25_medium_L1EM7_EMPTYAux.': 0.36787900000000207,\n", + " 'AnalysisTrigMatch_HLT_g35_medium_g25_medium_L1EM7_UNPAIRED_ISOAux.': 0.3701870000000014,\n", + " 'AnalysisTrigMatch_HLT_g45_loose_6j45_0eta240Aux.': 0.36532599999999604,\n", + " 'AnalysisTrigMatch_HLT_id_cosmicid_L1MU11_EMPTYAux.': 0.3658410000000032,\n", + " 'AnalysisTrigMatch_HLT_mu10Aux.': 0.3609700000000089,\n", + " 'AnalysisTrigMatch_HLT_mu10_bJpsi_TrkPEBAux.': 0.36327,\n", + " 'AnalysisTrigMatch_HLT_mu10_bJpsi_TrklooseAux.': 0.36377999999999133,\n", + " 'AnalysisTrigMatch_HLT_mu11_bJpsi_TrkPEBAux.': 0.36327,\n", + " 'AnalysisTrigMatch_HLT_mu11_mu6_bJpsimumuAux.': 0.36455500000000995,\n", + " 'AnalysisTrigMatch_HLT_mu11_mu6_bUpsimumuAux.': 0.36455499999999574,\n", + " 'AnalysisTrigMatch_HLT_mu13_mu13_idperf_ZmumuAux.': 0.36532599999999604,\n", + " 'AnalysisTrigMatch_HLT_mu14Aux.': 0.3609699999999947,\n", + " 'AnalysisTrigMatch_HLT_mu14_ivarloose_L1MU11_tau35_medium1_tracktwoEF_L1MU11_TAU20IMAux.': 0.37478800000000945,\n", + " 'AnalysisTrigMatch_HLT_mu14_ivarloose_L1MU11_tau35_medium1_tracktwo_L1MU11_TAU20IMAux.': 0.3740219999999965,\n", + " 'AnalysisTrigMatch_HLT_mu14_ivarloose_L1MU11_tau35_mediumRNN_tracktwoMVA_L1MU11_TAU20IMAux.': 0.3760910000000024,\n", + " 'AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwoAux.': 0.36838799999999594,\n", + " 'AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwoEFAux.': 0.36889999999999645,\n", + " 'AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwoEF_L1DR-MU10TAU12I_TAU12I-J25Aux.': 0.3770930000000021,\n", + " 'AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwoEF_L1MU10_TAU12IM_3J12Aux.': 0.37402200000001073,\n", + " 'AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwo_L1DR-MU10TAU12I_TAU12I-J25Aux.': 0.3760909999999882,\n", + " 'AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwo_L1MU10_TAU12IM_3J12Aux.': 0.3735140000000001,\n", + " 'AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_mediumRNN_tracktwoMVAAux.': 0.3706949999999978,\n", + " 'AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_mediumRNN_tracktwoMVA_L1DR-MU10TAU12I_TAU12I-J25Aux.': 0.37683400000000233,\n", + " 'AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_mediumRNN_tracktwoMVA_L1MU10_TAU12IM_3J12Aux.': 0.37632500000000846,\n", + " 'AnalysisTrigMatch_HLT_mu14_ivarloose_tau35_medium1_tracktwoAux.': 0.36838799999999594,\n", + " 'AnalysisTrigMatch_HLT_mu14_ivarloose_tau35_medium1_tracktwoEFAux.': 0.36889999999999645,\n", + " 'AnalysisTrigMatch_HLT_mu14_ivarloose_tau35_mediumRNN_tracktwoMVAAux.': 0.3706949999999978,\n", + " 'AnalysisTrigMatch_HLT_mu18Aux.': 0.3609700000000089,\n", + " 'AnalysisTrigMatch_HLT_mu20Aux.': 0.3609699999999947,\n", + " 'AnalysisTrigMatch_HLT_mu20_2mu2noL1_JpsimumuFSAux.': 0.3658410000000032,\n", + " 'AnalysisTrigMatch_HLT_mu20_2mu4_JpsimumuL2Aux.': 0.36506199999999467,\n", + " 'AnalysisTrigMatch_HLT_mu20_2mu4noL1Aux.': 0.36275500000000704,\n", + " 'AnalysisTrigMatch_HLT_mu20_bJpsi_TrkPEBAux.': 0.36327,\n", + " 'AnalysisTrigMatch_HLT_mu20_ivarmedium_mu8noL1Aux.': 0.3648029999999949,\n", + " 'AnalysisTrigMatch_HLT_mu20_msonly_iloosems_mu6noL1_msonly_nscan05_L1MU4_UNPAIRED_ISOAux.': 0.37632500000000846,\n", + " 'AnalysisTrigMatch_HLT_mu20_msonly_iloosems_mu6noL1_msonly_nscan05_L1MU6_EMPTYAux.': 0.37300399999999456,\n", + " 'AnalysisTrigMatch_HLT_mu20_msonly_mu15noL1_msonly_nscan05_noCombAux.': 0.3706949999999978,\n", + " 'AnalysisTrigMatch_HLT_mu20_msonly_mu15noL1_msonly_nscan05_noComb_L1MU4_UNPAIRED_ISOAux.': 0.37478799999999524,\n", + " 'AnalysisTrigMatch_HLT_mu20_msonly_mu15noL1_msonly_nscan05_noComb_L1MU6_EMPTYAux.': 0.37402600000000064,\n", + " 'AnalysisTrigMatch_HLT_mu20_msonly_mu6noL1_msonly_nscan05Aux.': 0.3686490000000049,\n", + " 'AnalysisTrigMatch_HLT_mu22Aux.': 0.3609699999999947,\n", + " 'AnalysisTrigMatch_HLT_mu22_mu8noL1Aux.': 0.36277200000000676,\n", + " 'AnalysisTrigMatch_HLT_mu22_mu8noL1_TagandProbeAux.': 0.3658410000000032,\n", + " 'AnalysisTrigMatch_HLT_mu24Aux.': 0.3609699999999947,\n", + " 'AnalysisTrigMatch_HLT_mu24_ivarmediumAux.': 0.36275500000000704,\n", + " 'AnalysisTrigMatch_HLT_mu26_ivarmediumAux.': 0.36275499999999283,\n", + " 'AnalysisTrigMatch_HLT_mu4Aux.': 0.3604389999999995,\n", + " 'AnalysisTrigMatch_HLT_mu4_bJpsi_TrkPEBAux.': 0.3640359999999987,\n", + " 'AnalysisTrigMatch_HLT_mu4_bJpsi_TrklooseAux.': 0.36455500000000995,\n", + " 'AnalysisTrigMatch_HLT_mu4_j15_boffperf_split_dr05_dz02Aux.': 0.36813799999998764,\n", + " 'AnalysisTrigMatch_HLT_mu4_j25_boffperf_split_dr05_dz02Aux.': 0.36813800000000185,\n", + " 'AnalysisTrigMatch_HLT_mu4_j35_boffperf_split_dr05_dz02Aux.': 0.36813800000000185,\n", + " 'AnalysisTrigMatch_HLT_mu4_j45_gsc55_boffperf_split_dr05_dz02Aux.': 0.36992100000000505,\n", + " 'AnalysisTrigMatch_HLT_mu4_mu4_idperf_bJpsimumu_noidAux.': 0.3660909999999973,\n", + " 'AnalysisTrigMatch_HLT_mu50Aux.': 0.3609699999999947,\n", + " 'AnalysisTrigMatch_HLT_mu60_0eta105_msonlyAux.': 0.36378000000000554,\n", + " 'AnalysisTrigMatch_HLT_mu6Aux.': 0.3604389999999995,\n", + " 'AnalysisTrigMatch_HLT_mu6_2mu4Aux.': 0.36199299999999823,\n", + " 'AnalysisTrigMatch_HLT_mu6_bJpsi_TrkPEBAux.': 0.3640359999999987,\n", + " 'AnalysisTrigMatch_HLT_mu6_bJpsi_TrklooseAux.': 0.36455500000000995,\n", + " 'AnalysisTrigMatch_HLT_mu6_bJpsi_lowpt_TrkPEBAux.': 0.36532599999999604,\n", + " 'AnalysisTrigMatch_HLT_mu6_dRl1_mu20_msonly_iloosems_mu6noL1_dRl1_msonlyAux.': 0.37121299999999735,\n", + " 'AnalysisTrigMatch_HLT_mu6_idperfAux.': 0.36225600000000213,\n", + " 'AnalysisTrigMatch_HLT_mu6_j110_gsc150_boffperf_split_dr05_dz02Aux.': 0.3701870000000014,\n", + " 'AnalysisTrigMatch_HLT_mu6_j150_gsc175_boffperf_split_dr05_dz02Aux.': 0.3701870000000014,\n", + " 'AnalysisTrigMatch_HLT_mu6_j175_gsc260_boffperf_split_dr05_dz02Aux.': 0.3701870000000014,\n", + " 'AnalysisTrigMatch_HLT_mu6_j60_gsc85_boffperf_split_dr05_dz02Aux.': 0.36992099999999084,\n", + " 'AnalysisTrigMatch_HLT_mu6_j85_gsc110_boffperf_split_dr05_dz02Aux.': 0.36889999999999645,\n", + " 'AnalysisTrigMatch_HLT_mu6_mu4_bJpsimumuAux.': 0.36327,\n", + " 'AnalysisTrigMatch_HLT_mu6_mu4_bUpsimumuAux.': 0.36327,\n", + " 'AnalysisTrigMatch_HLT_mu6_nomucomb_2mu4_nomucomb_L1MU6_3MU4Aux.': 0.36838800000001015,\n", + " 'AnalysisTrigMatch_HLT_mu80_msonly_3layersECAux.': 0.36429199999999184,\n", + " 'BTagging_AntiKt4EMPFlowAux.': 0.35866700000001117,\n", + " 'BTagging_AntiKtVR30Rmax4Rmin02TrackAux.': 0.36275499999999283,\n", + " 'CombinedMuonTrackParticlesAux.': 0.3609699999999947,\n", + " 'ExtrapolatedMuonTrackParticlesAux.': 0.36199300000001244,\n", + " 'FourLeptonVerticesAux.': 0.3586639999999903,\n", + " 'GSFConversionVerticesAux.': 0.3586559999999963,\n", + " 'GSFTrackParticlesAux.': 0.35713500000001375,\n", + " 'InDetTrackParticlesAux.': 0.3586509999999947,\n", + " 'MET_Core_AnalysisMETAux.': 0.3591789999999975,\n", + " 'MuonSpectrometerTrackParticlesAux.': 0.36199299999999823,\n", + " 'PrimaryVerticesAux.': 0.3573820000000012,\n", + " 'TauTracksAux.': 0.35558300000001,\n", + " 'egammaClustersAux.': 0.3576439999999934,\n", + " 'AntiKt10UFOCSSKJetsAux.': 0.0,\n", + " 'AntiKt10UFOCSSKJetsAux./AntiKt10UFOCSSKJetsAux.xAOD::AuxContainerBase': 0.0,\n", + " 'AntiKt10UFOCSSKJetsAux./AntiKt10UFOCSSKJetsAux.pt': 1.3192549999999983,\n", + " 'AntiKt10UFOCSSKJetsAux./AntiKt10UFOCSSKJetsAux.eta': 1.3720329999999876,\n", + " 'AntiKt10UFOCSSKJetsAux./AntiKt10UFOCSSKJetsAux.phi': 1.369168000000002,\n", + " 'AntiKt10UFOCSSKJetsAux./AntiKt10UFOCSSKJetsAux.m': 1.3244250000000193,\n", + " 'AntiKt10UFOCSSKJetsAux./AntiKt10UFOCSSKJetsAux.constituentLinks': 8.484683999999987,\n", + " 'AntiKt10UFOCSSKJetsAux./AntiKt10UFOCSSKJetsAux.constituentWeights': 1.2705559999999991,\n", + " 'TrigConfKeys': 0.33365499999999315,\n", + " 'EventInfo': 0.3491260000000125,\n", + " 'xTrigDecision': 0.351932000000005,\n", + " 'METAssoc_AnalysisMET': 0.0,\n", + " 'Kt4EMPFlowEventShape': 0.35423000000000116,\n", + " 'AnalysisElectrons': 0.0,\n", + " 'AnalysisSiHitElectrons': 0.0,\n", + " 'FourLeptonVertices': 0.0,\n", + " 'GSFConversionVertices': 0.0,\n", + " 'PrimaryVertices': 0.0,\n", + " 'MET_Core_AnalysisMET': 0.0,\n", + " 'AnalysisPhotons': 0.0,\n", + " 'AnalysisTauJets': 0.0,\n", + " 'AnalysisMuons': 0.0,\n", + " 'egammaClusters': 0.0,\n", + " 'AnalysisJets': 0.0,\n", + " 'AnalysisLargeRJets': 0.0,\n", + " 'AntiKt10UFOCSSKJets': 0.0,\n", + " 'BTagging_AntiKt4EMPFlow': 0.0,\n", + " 'BTagging_AntiKtVR30Rmax4Rmin02Track': 0.0,\n", + " 'CombinedMuonTrackParticles': 0.0,\n", + " 'ExtrapolatedMuonTrackParticles': 0.0,\n", + " 'GSFTrackParticles': 0.0,\n", + " 'InDetTrackParticles': 0.0,\n", + " 'MuonSpectrometerTrackParticles': 0.0,\n", + " 'TauTracks': 0.0,\n", + " 'AnalysisTrigMatch_HLT_2e12_lhloose_nod0_mu10': 0.0,\n", + " 'AnalysisTrigMatch_HLT_2e17_lhvloose_nod0': 0.0,\n", + " 'AnalysisTrigMatch_HLT_2e17_lhvloose_nod0_L12EM15VHI': 0.0,\n", + " 'AnalysisTrigMatch_HLT_2e24_lhvloose_nod0': 0.0,\n", + " 'AnalysisTrigMatch_HLT_2g20_tight_icalovloose_L12EM15VHI': 0.0,\n", + " 'AnalysisTrigMatch_HLT_2g22_tight': 0.0,\n", + " 'AnalysisTrigMatch_HLT_2g22_tight_L12EM15VHI': 0.0,\n", + " 'AnalysisTrigMatch_HLT_2g22_tight_L1EM7_EMPTY': 0.0,\n", + " 'AnalysisTrigMatch_HLT_2g22_tight_L1EM7_UNPAIRED_ISO': 0.0,\n", + " 'AnalysisTrigMatch_HLT_2g22_tight_icalovloose': 0.0,\n", + " 'AnalysisTrigMatch_HLT_2g25_loose_g15_loose': 0.0,\n", + " 'AnalysisTrigMatch_HLT_2g25_tight_L12EM20VH': 0.0,\n", + " 'AnalysisTrigMatch_HLT_2g50_loose_L12EM20VH': 0.0,\n", + " 'AnalysisTrigMatch_HLT_2mu14': 0.0,\n", + " 'AnalysisTrigMatch_HLT_2mu20_L12MU20_OVERLAY': 0.0,\n", + " 'AnalysisTrigMatch_HLT_2mu4_bJpsimumu': 0.0,\n", + " 'AnalysisTrigMatch_HLT_2mu4_bUpsimumu': 0.0,\n", + " 'AnalysisTrigMatch_HLT_2mu6_bJpsimumu': 0.0,\n", + " 'AnalysisTrigMatch_HLT_2mu6_bUpsimumu': 0.0,\n", + " 'AnalysisTrigMatch_HLT_3g20_loose': 0.0,\n", + " 'AnalysisTrigMatch_HLT_3mu3_mu3noL1_L13MU4': 0.0,\n", + " 'AnalysisTrigMatch_HLT_3mu4': 0.0,\n", + " 'AnalysisTrigMatch_HLT_3mu4_mu2noL1': 0.0,\n", + " 'AnalysisTrigMatch_HLT_3mu6': 0.0,\n", + " 'AnalysisTrigMatch_HLT_3mu6_msonly': 0.0,\n", + " 'AnalysisTrigMatch_HLT_3mu6_msonly_L1MU4_UNPAIRED_ISO': 0.0,\n", + " 'AnalysisTrigMatch_HLT_3mu6_msonly_L1MU6_EMPTY': 0.0,\n", + " 'AnalysisTrigMatch_HLT_4mu4': 0.0,\n", + " 'AnalysisTrigMatch_HLT_e100_lhvloose_nod0': 0.0,\n", + " 'AnalysisTrigMatch_HLT_e10_lhvloose_nod0_L1EM7': 0.0,\n", + " 'AnalysisTrigMatch_HLT_e120_lhvloose_nod0': 0.0,\n", + " 'AnalysisTrigMatch_HLT_e12_lhloose_nod0_2mu10': 0.0,\n", + " 'AnalysisTrigMatch_HLT_e12_lhvloose_nod0_L1EM10VH': 0.0,\n", + " 'AnalysisTrigMatch_HLT_e140_lhloose_nod0': 0.0,\n", + " 'AnalysisTrigMatch_HLT_e140_lhvloose_nod0': 0.0,\n", + " 'AnalysisTrigMatch_HLT_e15_lhvloose_nod0_L1EM7': 0.0,\n", + " 'AnalysisTrigMatch_HLT_e160_lhvloose_nod0': 0.0,\n", + " 'AnalysisTrigMatch_HLT_e17_lhloose_nod0_2e12_lhloose_nod0_L1EM15VH_3EM10VH': 0.0,\n", + " 'AnalysisTrigMatch_HLT_e17_lhloose_nod0_mu14': 0.0,\n", + " 'AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwo': 0.0,\n", + " 'AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwoEF': 0.0,\n", + " 'AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwoEF_L1DR-EM15TAU12I-J25': 0.0,\n", + " 'AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwoEF_L1EM15VHI_2TAU12IM_4J12': 0.0,\n", + " 'AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwo_L1DR-EM15TAU12I-J25': 0.0,\n", + " 'AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwo_L1EM15VHI_2TAU12IM_4J12': 0.0,\n", + " 'AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_mediumRNN_tracktwoMVA': 0.0,\n", + " 'AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_mediumRNN_tracktwoMVA_L1DR-EM15TAU12I-J25': 0.0,\n", + " 'AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_mediumRNN_tracktwoMVA_L1EM15VHI_2TAU12IM_4J12': 0.0,\n", + " 'AnalysisTrigMatch_HLT_e17_lhmedium_nod0_tau80_medium1_tracktwo': 0.0,\n", + " 'AnalysisTrigMatch_HLT_e17_lhvloose_nod0': 0.0,\n", + " 'AnalysisTrigMatch_HLT_e200_etcut': 0.0,\n", + " 'AnalysisTrigMatch_HLT_e20_lhvloose': 0.0,\n", + " 'AnalysisTrigMatch_HLT_e20_lhvloose_nod0': 0.0,\n", + " 'AnalysisTrigMatch_HLT_e22_lhvloose_nod0_e12_lhvloose_nod0_e10_lhvloose_nod0_L1EM20VH_2EM10VH_3EM8VH': 0.0,\n", + " 'AnalysisTrigMatch_HLT_e24_lhmedium_nod0_ivarloose_tau35_medium1_tracktwo': 0.0,\n", + " 'AnalysisTrigMatch_HLT_e24_lhmedium_nod0_ivarloose_tau35_medium1_tracktwoEF': 0.0,\n", + " 'AnalysisTrigMatch_HLT_e24_lhmedium_nod0_ivarloose_tau35_mediumRNN_tracktwoMVA': 0.0,\n", + " 'AnalysisTrigMatch_HLT_e24_lhtight_nod0_ivarloose': 0.0,\n", + " 'AnalysisTrigMatch_HLT_e24_lhvloose_nod0_2e12_lhvloose_nod0_L1EM20VH_3EM10VH': 0.0,\n", + " 'AnalysisTrigMatch_HLT_e26_lhloose_nod0': 0.0,\n", + " 'AnalysisTrigMatch_HLT_e26_lhmedium_nod0_mu8noL1': 0.0,\n", + " 'AnalysisTrigMatch_HLT_e26_lhtight_nod0': 0.0,\n", + " 'AnalysisTrigMatch_HLT_e26_lhtight_nod0_e15_etcut_L1EM7_Zee': 0.0,\n", + " 'AnalysisTrigMatch_HLT_e26_lhtight_nod0_ivarloose': 0.0,\n", + " 'AnalysisTrigMatch_HLT_e28_lhtight_nod0_L1EM22VHI': 0.0,\n", + " 'AnalysisTrigMatch_HLT_e28_lhtight_nod0_noringer_ivarloose': 0.0,\n", + " 'AnalysisTrigMatch_HLT_e28_lhvloose_nod0_L1EM22VH': 0.0,\n", + " 'AnalysisTrigMatch_HLT_e300_etcut': 0.0,\n", + " 'AnalysisTrigMatch_HLT_e5_lhvloose_nod0': 0.0,\n", + " 'AnalysisTrigMatch_HLT_e60_lhmedium_nod0': 0.0,\n", + " 'AnalysisTrigMatch_HLT_e60_lhvloose_nod0': 0.0,\n", + " 'AnalysisTrigMatch_HLT_e70_lhvloose_nod0': 0.0,\n", + " 'AnalysisTrigMatch_HLT_e7_lhmedium_nod0_mu24': 0.0,\n", + " 'AnalysisTrigMatch_HLT_e80_lhvloose_nod0': 0.0,\n", + " 'AnalysisTrigMatch_HLT_e9_lhvloose_nod0_mu20_mu8noL1': 0.0,\n", + " 'AnalysisTrigMatch_HLT_e9_lhvloose_nod0_mu20_mu8noL1_L1EM7_MU20': 0.0,\n", + " 'AnalysisTrigMatch_HLT_g120_loose': 0.0,\n", + " 'AnalysisTrigMatch_HLT_g140_loose': 0.0,\n", + " 'AnalysisTrigMatch_HLT_g200_etcut': 0.0,\n", + " 'AnalysisTrigMatch_HLT_g300_etcut': 0.0,\n", + " 'AnalysisTrigMatch_HLT_g35_loose_g25_loose': 0.0,\n", + " 'AnalysisTrigMatch_HLT_g35_loose_g25_loose_L12EM20VH': 0.0,\n", + " 'AnalysisTrigMatch_HLT_g35_medium_g25_medium_L12EM20VH': 0.0,\n", + " 'AnalysisTrigMatch_HLT_g35_medium_g25_medium_L1EM7_EMPTY': 0.0,\n", + " 'AnalysisTrigMatch_HLT_g35_medium_g25_medium_L1EM7_UNPAIRED_ISO': 0.0,\n", + " 'AnalysisTrigMatch_HLT_g45_loose_6j45_0eta240': 0.0,\n", + " 'AnalysisTrigMatch_HLT_id_cosmicid_L1MU11_EMPTY': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu10': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu10_bJpsi_TrkPEB': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu10_bJpsi_Trkloose': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu11_bJpsi_TrkPEB': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu11_mu6_bJpsimumu': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu11_mu6_bUpsimumu': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu13_mu13_idperf_Zmumu': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu14': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu14_ivarloose_L1MU11_tau35_medium1_tracktwoEF_L1MU11_TAU20IM': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu14_ivarloose_L1MU11_tau35_medium1_tracktwo_L1MU11_TAU20IM': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu14_ivarloose_L1MU11_tau35_mediumRNN_tracktwoMVA_L1MU11_TAU20IM': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwo': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwoEF': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwoEF_L1DR-MU10TAU12I_TAU12I-J25': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwoEF_L1MU10_TAU12IM_3J12': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwo_L1DR-MU10TAU12I_TAU12I-J25': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwo_L1MU10_TAU12IM_3J12': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_mediumRNN_tracktwoMVA': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_mediumRNN_tracktwoMVA_L1DR-MU10TAU12I_TAU12I-J25': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_mediumRNN_tracktwoMVA_L1MU10_TAU12IM_3J12': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu14_ivarloose_tau35_medium1_tracktwo': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu14_ivarloose_tau35_medium1_tracktwoEF': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu14_ivarloose_tau35_mediumRNN_tracktwoMVA': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu18': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu20': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu20_2mu2noL1_JpsimumuFS': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu20_2mu4_JpsimumuL2': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu20_2mu4noL1': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu20_bJpsi_TrkPEB': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu20_ivarmedium_mu8noL1': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu20_msonly_iloosems_mu6noL1_msonly_nscan05_L1MU4_UNPAIRED_ISO': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu20_msonly_iloosems_mu6noL1_msonly_nscan05_L1MU6_EMPTY': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu20_msonly_mu15noL1_msonly_nscan05_noComb': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu20_msonly_mu15noL1_msonly_nscan05_noComb_L1MU4_UNPAIRED_ISO': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu20_msonly_mu15noL1_msonly_nscan05_noComb_L1MU6_EMPTY': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu20_msonly_mu6noL1_msonly_nscan05': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu22': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu22_mu8noL1': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu22_mu8noL1_TagandProbe': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu24': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu24_ivarmedium': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu26_ivarmedium': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu4': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu4_bJpsi_TrkPEB': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu4_bJpsi_Trkloose': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu4_j15_boffperf_split_dr05_dz02': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu4_j25_boffperf_split_dr05_dz02': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu4_j35_boffperf_split_dr05_dz02': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu4_j45_gsc55_boffperf_split_dr05_dz02': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu4_mu4_idperf_bJpsimumu_noid': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu50': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu6': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu60_0eta105_msonly': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu6_2mu4': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu6_bJpsi_TrkPEB': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu6_bJpsi_Trkloose': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu6_bJpsi_lowpt_TrkPEB': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu6_dRl1_mu20_msonly_iloosems_mu6noL1_dRl1_msonly': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu6_idperf': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu6_j110_gsc150_boffperf_split_dr05_dz02': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu6_j150_gsc175_boffperf_split_dr05_dz02': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu6_j175_gsc260_boffperf_split_dr05_dz02': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu6_j60_gsc85_boffperf_split_dr05_dz02': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu6_j85_gsc110_boffperf_split_dr05_dz02': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu6_mu4_bJpsimumu': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu6_mu4_bUpsimumu': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu6_nomucomb_2mu4_nomucomb_L1MU6_3MU4': 0.0,\n", + " 'AnalysisTrigMatch_HLT_mu80_msonly_3layersEC': 0.0,\n", + " 'index_ref': 0.2547959999999989,\n", + " 'AnalysisElectronsAuxDyn.trackParticleLinks': 0.5719739999999831,\n", + " 'AnalysisElectronsAuxDyn.ambiguityLink': 0.7189320000000237,\n", + " 'AnalysisElectronsAuxDyn.ambiguityLink/AnalysisElectronsAuxDyn.ambiguityLink.m_persKey': 0.18902299999999173,\n", + " 'AnalysisElectronsAuxDyn.ambiguityLink/AnalysisElectronsAuxDyn.ambiguityLink.m_persIndex': 0.2004829999999913,\n", + " 'AnalysisElectronsAuxDyn.pt': 0.6677290000000085,\n", + " 'AnalysisElectronsAuxDyn.eta': 0.6771479999999883,\n", + " 'AnalysisElectronsAuxDyn.phi': 0.6776720000000012,\n", + " 'AnalysisElectronsAuxDyn.m': 0.43083200000000943,\n", + " 'AnalysisElectronsAuxDyn.charge': 0.45858200000000693,\n", + " 'AnalysisElectronsAuxDyn.topoetcone20': 0.6878409999999917,\n", + " 'AnalysisElectronsAuxDyn.neflowisol20': 0.6847640000000013,\n", + " 'AnalysisElectronsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVALooseCone_pt1000': 0.5864139999999907,\n", + " 'AnalysisElectronsAuxDyn.ptcone20_Nonprompt_All_MaxWeightTTVALooseCone_pt1000': 0.5642610000000161,\n", + " 'AnalysisElectronsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVALooseCone_pt1000_CloseByCorr': 0.5922939999999812,\n", + " 'AnalysisElectronsAuxDyn.topoetcone20_CloseByCorr': 0.6939749999999947,\n", + " 'AnalysisElectronsAuxDyn.ptcone20_Nonprompt_All_MaxWeightTTVALooseCone_pt1000_CloseByCorr': 0.5701390000000117,\n", + " 'AnalysisElectronsAuxDyn.DFCommonElectronsLHLoose': 0.45622399999999175,\n", + " 'AnalysisElectronsAuxDyn.DFCommonElectronsLHLooseBLIsEMValue': 0.46797200000000316,\n", + " 'AnalysisElectronsAuxDyn.author': 0.44162000000000035,\n", + " 'AnalysisElectronsAuxDyn.ptcone20_Nonprompt_All_MaxWeightTTVALooseCone_pt500': 0.586309,\n", + " 'AnalysisElectronsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVALooseCone_pt500': 0.6131579999999985,\n", + " 'AnalysisElectronsAuxDyn.caloClusterLinks': 0.4878870000000006,\n", + " 'AnalysisElectronsAuxDyn.OQ': 0.5008250000000203,\n", + " 'AnalysisElectronsAuxDyn.f1': 0.649799999999999,\n", + " 'AnalysisElectronsAuxDyn.ambiguityType': 0.4559359999999799,\n", + " 'AnalysisElectronsAuxDyn.topoetcone20ptCorrection': 0.6884009999999989,\n", + " 'AnalysisElectronsAuxDyn.DFCommonElectronsLHVeryLoose': 0.45833500000000527,\n", + " 'AnalysisElectronsAuxDyn.DFCommonElectronsLHVeryLooseIsEMValue': 0.4617580000000032,\n", + " 'AnalysisElectronsAuxDyn.DFCommonElectronsLHLooseIsEMValue': 0.45996500000001106,\n", + " 'AnalysisElectronsAuxDyn.DFCommonElectronsLHLooseBL': 0.45911499999999705,\n", + " 'AnalysisElectronsAuxDyn.DFCommonElectronsLHMedium': 0.4599019999999996,\n", + " 'AnalysisElectronsAuxDyn.DFCommonElectronsLHMediumIsEMValue': 0.4713509999999985,\n", + " 'AnalysisElectronsAuxDyn.DFCommonElectronsLHTight': 0.458627000000007,\n", + " 'AnalysisElectronsAuxDyn.DFCommonElectronsLHTightIsEMValue': 0.477532999999994,\n", + " 'AnalysisElectronsAuxDyn.DFCommonElectronsECIDS': 0.4582240000000013,\n", + " 'AnalysisElectronsAuxDyn.DFCommonElectronsECIDSResult': 0.6867959999999869,\n", + " 'AnalysisJetsAuxDyn.pt': 5.026771999999994,\n", + " 'AnalysisJetsAuxDyn.eta': 5.248647000000005,\n", + " 'AnalysisJetsAuxDyn.phi': 5.239125999999999,\n", + " 'AnalysisJetsAuxDyn.m': 5.054322000000013,\n", + " 'AnalysisJetsAuxDyn.JetConstitScaleMomentum_pt': 5.072474,\n", + " 'AnalysisJetsAuxDyn.JetConstitScaleMomentum_eta': 5.255919000000006,\n", + " 'AnalysisJetsAuxDyn.JetConstitScaleMomentum_phi': 5.246425999999985,\n", + " 'AnalysisJetsAuxDyn.JetConstitScaleMomentum_m': 5.126147000000003,\n", + " 'AnalysisJetsAuxDyn.btaggingLink': 1.381887000000006,\n", + " 'AnalysisJetsAuxDyn.btaggingLink/AnalysisJetsAuxDyn.btaggingLink.m_persKey': 0.3805439999999862,\n", + " 'AnalysisJetsAuxDyn.btaggingLink/AnalysisJetsAuxDyn.btaggingLink.m_persIndex': 0.5898840000000121,\n", + " 'AnalysisJetsAuxDyn.ActiveArea4vec_eta': 5.2519220000000075,\n", + " 'AnalysisJetsAuxDyn.ActiveArea4vec_m': 4.901681999999994,\n", + " 'AnalysisJetsAuxDyn.ActiveArea4vec_phi': 5.243949999999984,\n", + " 'AnalysisJetsAuxDyn.ActiveArea4vec_pt': 4.850033000000025,\n", + " 'AnalysisJetsAuxDyn.DetectorEta': 5.250982999999991,\n", + " 'AnalysisJetsAuxDyn.EMFrac': 5.038467999999995,\n", + " 'AnalysisJetsAuxDyn.JVFCorr': 3.491510000000005,\n", + " 'AnalysisJetsAuxDyn.Timing': 5.3079899999999895,\n", + " 'AnalysisJetsAuxDyn.NumTrkPt1000': 7.6345699999999965,\n", + " 'AnalysisJetsAuxDyn.NumTrkPt500': 10.363173000000018,\n", + " 'AnalysisJetsAuxDyn.EnergyPerSampling': 38.82544200000001,\n", + " 'AnalysisJetsAuxDyn.SumPtChargedPFOPt500': 5.962918000000002,\n", + " 'AnalysisJetsAuxDyn.SumPtTrkPt500': 30.517493,\n", + " 'AnalysisJetsAuxDyn.TrackWidthPt1000': 16.995447999999953,\n", + " 'AnalysisJetsAuxDyn.PSFrac': 3.669385000000034,\n", + " 'AnalysisJetsAuxDyn.Width': 5.013805999999988,\n", + " 'AnalysisJetsAuxDyn.DFCommonJets_fJvt': 1.6738129999999956,\n", + " 'AnalysisJetsAuxDyn.GhostTrack': 9.475653000000023,\n", + " 'AnalysisJetsAuxDyn.GhostMuonSegmentCount': 1.2392999999999574,\n", + " 'AnalysisJetsAuxDyn.DFCommonJets_QGTagger_NTracks': 1.5019589999999994,\n", + " 'AnalysisJetsAuxDyn.DFCommonJets_QGTagger_TracksWidth': 3.7835100000000352,\n", + " 'AnalysisJetsAuxDyn.DFCommonJets_QGTagger_TracksC1': 3.3944329999999923,\n", + " 'AnalysisJetsAuxDyn.NNJvtPass': 0.7018330000000219,\n", + " 'AnalysisMuonsAuxDyn.pt': 0.7358529999999632,\n", + " 'AnalysisMuonsAuxDyn.eta': 0.7473360000000184,\n", + " 'AnalysisMuonsAuxDyn.phi': 0.7497299999999996,\n", + " 'AnalysisMuonsAuxDyn.muonSegmentLinks': 0.810401000000013,\n", + " 'AnalysisMuonsAuxDyn.charge': 0.47096299999998337,\n", + " 'AnalysisMuonsAuxDyn.ptcone20': 0.608731999999975,\n", + " 'AnalysisMuonsAuxDyn.ptvarcone20': 0.6111880000000269,\n", + " 'AnalysisMuonsAuxDyn.ptcone30': 0.6353859999999827,\n", + " 'AnalysisMuonsAuxDyn.ptvarcone30': 0.6355420000000436,\n", + " 'AnalysisMuonsAuxDyn.topoetcone20': 0.7579829999999674,\n", + " 'AnalysisMuonsAuxDyn.topoetcone40': 0.7564649999999915,\n", + " 'AnalysisMuonsAuxDyn.EnergyLoss': 0.7175730000000158,\n", + " 'AnalysisMuonsAuxDyn.MuonSpectrometerPt': 0.7387850000000071,\n", + " 'AnalysisMuonsAuxDyn.InnerDetectorPt': 0.7439789999999675,\n", + " 'AnalysisMuonsAuxDyn.momentumBalanceSignificance': 0.7667069999999967,\n", + " 'AnalysisMuonsAuxDyn.scatteringNeighbourSignificance': 0.7596050000000218,\n", + " 'AnalysisMuonsAuxDyn.segmentDeltaEta': 0.7516449999999963,\n", + " 'AnalysisMuonsAuxDyn.CaloMuonScore': 0.5434000000000196,\n", + " 'AnalysisMuonsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVA_pt500': 0.6829639999999699,\n", + " 'AnalysisMuonsAuxDyn.neflowisol20': 0.7531270000000063,\n", + " 'AnalysisMuonsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVA_pt1000': 0.6536060000000248,\n", + " 'AnalysisMuonsAuxDyn.topoetcone20_CloseByCorr': 0.7638539999999807,\n", + " 'AnalysisMuonsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVA_pt500_CloseByCorr': 0.6869370000000004,\n", + " 'AnalysisMuonsAuxDyn.neflowisol20_CloseByCorr': 0.7582879999999932,\n", + " 'AnalysisMuonsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVA_pt1000_CloseByCorr': 0.6564040000000091,\n", + " 'AnalysisMuonsAuxDyn.numberOfPrecisionLayers': 0.47850199999999177,\n", + " 'AnalysisMuonsAuxDyn.numberOfPrecisionHoleLayers': 0.4622259999999869,\n", + " 'AnalysisMuonsAuxDyn.DFCommonMuonPassIDCuts': 0.45192700000001196,\n", + " 'AnalysisMuonsAuxDyn.muonType': 0.4349809999999934,\n", + " 'AnalysisMuonsAuxDyn.allAuthors': 0.49118500000002996,\n", + " 'AnalysisMuonsAuxDyn.author': 0.44247500000000173,\n", + " 'AnalysisMuonsAuxDyn.quality': 0.4626480000000015,\n", + " 'AnalysisMuonsAuxDyn.energyLossType': 0.4634009999999762,\n", + " 'AnalysisMuonsAuxDyn.innerSmallHits': 0.4846350000000257,\n", + " 'AnalysisMuonsAuxDyn.innerLargeHits': 0.49865699999998014,\n", + " 'AnalysisMuonsAuxDyn.middleSmallHits': 0.4779310000000123,\n", + " 'AnalysisMuonsAuxDyn.middleLargeHits': 0.4913999999999987,\n", + " 'AnalysisMuonsAuxDyn.outerSmallHits': 0.4738469999999779,\n", + " 'AnalysisMuonsAuxDyn.outerLargeHits': 0.4864460000000008,\n", + " 'AnalysisMuonsAuxDyn.extendedSmallHits': 0.456621000000041,\n", + " 'AnalysisMuonsAuxDyn.extendedLargeHits': 0.455934999999954,\n", + " 'AnalysisMuonsAuxDyn.innerSmallHoles': 0.4546139999999923,\n", + " 'AnalysisMuonsAuxDyn.innerLargeHoles': 0.45946700000001783,\n", + " 'AnalysisMuonsAuxDyn.middleSmallHoles': 0.45202399999999443,\n", + " 'AnalysisMuonsAuxDyn.middleLargeHoles': 0.4558600000000297,\n", + " 'AnalysisMuonsAuxDyn.outerSmallHoles': 0.4499619999999709,\n", + " 'AnalysisMuonsAuxDyn.outerLargeHoles': 0.45336800000001176,\n", + " 'AnalysisMuonsAuxDyn.extendedSmallHoles': 0.44851499999998623,\n", + " 'AnalysisMuonsAuxDyn.extendedLargeHoles': 0.44894900000002735,\n", + " 'AnalysisMuonsAuxDyn.cscEtaHits': 0.4556670000000054,\n", + " 'AnalysisMuonsAuxDyn.cscUnspoiledEtaHits': 0.4613459999999918,\n", + " 'AnalysisMuonsAuxDyn.inDetTrackParticleLink': 0.7800280000000157,\n", + " 'AnalysisMuonsAuxDyn.inDetTrackParticleLink/AnalysisMuonsAuxDyn.inDetTrackParticleLink.m_persKey': 0.1893309999999815,\n", + " 'AnalysisMuonsAuxDyn.inDetTrackParticleLink/AnalysisMuonsAuxDyn.inDetTrackParticleLink.m_persIndex': 0.25426399999997784,\n", + " 'AnalysisMuonsAuxDyn.muonSpectrometerTrackParticleLink': 0.779845000000023,\n", + " 'AnalysisMuonsAuxDyn.muonSpectrometerTrackParticleLink/AnalysisMuonsAuxDyn.muonSpectrometerTrackParticleLink.m_persKey': 0.20965699999999288,\n", + " 'AnalysisMuonsAuxDyn.muonSpectrometerTrackParticleLink/AnalysisMuonsAuxDyn.muonSpectrometerTrackParticleLink.m_persIndex': 0.23020600000000968,\n", + " 'AnalysisMuonsAuxDyn.extrapolatedMuonSpectrometerTrackParticleLink': 0.7810470000000009,\n", + " 'AnalysisMuonsAuxDyn.extrapolatedMuonSpectrometerTrackParticleLink/AnalysisMuonsAuxDyn.extrapolatedMuonSpectrometerTrackParticleLink.m_persKey': 0.20865299999996978,\n", + " 'AnalysisMuonsAuxDyn.extrapolatedMuonSpectrometerTrackParticleLink/AnalysisMuonsAuxDyn.extrapolatedMuonSpectrometerTrackParticleLink.m_persIndex': 0.2288180000000466,\n", + " 'AnalysisMuonsAuxDyn.msOnlyExtrapolatedMuonSpectrometerTrackParticleLink': 0.804320999999959,\n", + " 'AnalysisMuonsAuxDyn.msOnlyExtrapolatedMuonSpectrometerTrackParticleLink/AnalysisMuonsAuxDyn.msOnlyExtrapolatedMuonSpectrometerTrackParticleLink.m_persKey': 0.22277500000001282,\n", + " 'AnalysisMuonsAuxDyn.msOnlyExtrapolatedMuonSpectrometerTrackParticleLink/AnalysisMuonsAuxDyn.msOnlyExtrapolatedMuonSpectrometerTrackParticleLink.m_persIndex': 0.2348039999999969,\n", + " 'AnalysisMuonsAuxDyn.combinedTrackParticleLink': 0.7446980000000281,\n", + " 'AnalysisMuonsAuxDyn.combinedTrackParticleLink/AnalysisMuonsAuxDyn.combinedTrackParticleLink.m_persKey': 0.1912669999999821,\n", + " 'AnalysisMuonsAuxDyn.combinedTrackParticleLink/AnalysisMuonsAuxDyn.combinedTrackParticleLink.m_persIndex': 0.2160470000000032,\n", + " 'AnalysisMuonsAuxDyn.clusterLink': 0.7247830000000022,\n", + " 'AnalysisMuonsAuxDyn.clusterLink/AnalysisMuonsAuxDyn.clusterLink.m_persKey': 0.18108899999998584,\n", + " 'AnalysisMuonsAuxDyn.clusterLink/AnalysisMuonsAuxDyn.clusterLink.m_persIndex': 0.2089990000000057,\n", + " 'AnalysisMuonsAuxDyn.spectrometerFieldIntegral': 0.7218530000000101,\n", + " 'AnalysisMuonsAuxDyn.scatteringCurvatureSignificance': 0.7607120000000123,\n", + " 'AnalysisMuonsAuxDyn.CaloLRLikelihood': 0.6112009999999941,\n", + " 'AnalysisMuonsAuxDyn.CaloMuonIDTag': 0.4859569999999849,\n", + " 'AnalysisMuonsAuxDyn.combinedTrackOutBoundsPrecisionHits': 0.45676400000002104,\n", + " 'AnalysisMuonsAuxDyn.extendedClosePrecisionHits': 0.4665409999999497,\n", + " 'AnalysisMuonsAuxDyn.extendedOutBoundsPrecisionHits': 0.4540420000000154,\n", + " 'AnalysisMuonsAuxDyn.innerClosePrecisionHits': 0.5180460000000267,\n", + " 'AnalysisMuonsAuxDyn.innerOutBoundsPrecisionHits': 0.45246499999996104,\n", + " 'AnalysisMuonsAuxDyn.isEndcapGoodLayers': 0.4667910000000006,\n", + " 'AnalysisMuonsAuxDyn.isSmallGoodSectors': 0.4661720000000287,\n", + " 'AnalysisMuonsAuxDyn.middleClosePrecisionHits': 0.5079529999999863,\n", + " 'AnalysisMuonsAuxDyn.middleOutBoundsPrecisionHits': 0.452871000000016,\n", + " 'AnalysisMuonsAuxDyn.numberOfGoodPrecisionLayers': 0.47904099999999517,\n", + " 'AnalysisMuonsAuxDyn.outerClosePrecisionHits': 0.4969869999999901,\n", + " 'AnalysisMuonsAuxDyn.outerOutBoundsPrecisionHits': 0.45248400000002675,\n", + " 'AnalysisMuonsAuxDyn.ptcone40': 0.6569739999999911,\n", + " 'AnalysisMuonsAuxDyn.ptvarcone40': 0.6514080000000035,\n", + " 'AnalysisMuonsAuxDyn.topoetcone30': 0.7571309999999585,\n", + " 'AnalysisMuonsAuxDyn.DFCommonMuonPassPreselection': 0.45499399999999923,\n", + " 'AnalysisMuonsAuxDyn.ptcone20_Nonprompt_All_MaxWeightTTVA_pt500': 0.6495030000000384,\n", + " 'AnalysisMuonsAuxDyn.ptcone20_Nonprompt_All_MaxWeightTTVA_pt1000': 0.6286359999999718,\n", + " 'AnalysisMuonsAuxDyn.DFCommonJetDr': 0.7493580000000293,\n", + " 'AnalysisPhotonsAuxDyn.ambiguityLink': 1.380980999999963,\n", + " 'AnalysisPhotonsAuxDyn.ambiguityLink/AnalysisPhotonsAuxDyn.ambiguityLink.m_persKey': 0.46076700000003257,\n", + " 'AnalysisPhotonsAuxDyn.ambiguityLink/AnalysisPhotonsAuxDyn.ambiguityLink.m_persIndex': 0.541924999999992,\n", + " 'AnalysisPhotonsAuxDyn.pt': 2.3747510000000034,\n", + " 'AnalysisPhotonsAuxDyn.eta': 2.4752060000000142,\n", + " 'AnalysisPhotonsAuxDyn.phi': 2.469799999999964,\n", + " 'AnalysisPhotonsAuxDyn.m': 0.5669640000000413,\n", + " 'AnalysisPhotonsAuxDyn.ptcone20': 1.0911099999999578,\n", + " 'AnalysisPhotonsAuxDyn.topoetcone20': 2.4817820000000097,\n", + " 'AnalysisPhotonsAuxDyn.topoetcone40': 2.485791000000006,\n", + " 'AnalysisPhotonsAuxDyn.topoetcone20_CloseByCorr': 2.494327999999996,\n", + " 'AnalysisPhotonsAuxDyn.ptcone20_CloseByCorr': 1.0933160000000157,\n", + " 'AnalysisPhotonsAuxDyn.topoetcone40_CloseByCorr': 2.4859200000000214,\n", + " 'AnalysisPhotonsAuxDyn.DFCommonPhotonsCleaning': 0.5501109999999585,\n", + " 'AnalysisPhotonsAuxDyn.DFCommonPhotonsIsEMLoose': 0.5818840000000023,\n", + " 'AnalysisPhotonsAuxDyn.author': 0.6299129999999877,\n", + " 'AnalysisPhotonsAuxDyn.caloClusterLinks': 0.6888150000000337,\n", + " 'AnalysisPhotonsAuxDyn.OQ': 1.1145399999999768,\n", + " 'AnalysisPhotonsAuxDyn.f1': 2.3881620000000225,\n", + " 'AnalysisPhotonsAuxDyn.topoetcone20ptCorrection': 2.333330999999987,\n", + " 'AnalysisPhotonsAuxDyn.topoetcone40ptCorrection': 2.3259499999999775,\n", + " 'AnalysisPhotonsAuxDyn.vertexLinks': 0.6709330000000477,\n", + " 'AnalysisPhotonsAuxDyn.DFCommonPhotonsIsEMTight': 0.633972999999969,\n", + " 'AnalysisPhotonsAuxDyn.DFCommonPhotonsIsEMTightIsEMValue': 1.1618119999999976,\n", + " 'AnalysisPhotonsAuxDyn.DFCommonPhotonsCleaningNoTime': 0.5531300000000101,\n", + " 'AnalysisSiHitElectronsAuxDyn.pt': 1.1732529999999883,\n", + " 'AnalysisSiHitElectronsAuxDyn.eta': 1.1925400000000081,\n", + " 'AnalysisSiHitElectronsAuxDyn.phi': 1.191176999999982,\n", + " 'AnalysisSiHitElectronsAuxDyn.m': 0.47140900000005104,\n", + " 'AnalysisSiHitElectronsAuxDyn.charge': 0.5373389999999745,\n", + " 'AnalysisSiHitElectronsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVALooseCone_pt1000_CloseByCorr': 0.9595679999999902,\n", + " 'AnalysisSiHitElectronsAuxDyn.topoetcone20_CloseByCorr': 1.2171010000000138,\n", + " 'AnalysisSiHitElectronsAuxDyn.z0stheta': 1.215976000000012,\n", + " 'AnalysisSiHitElectronsAuxDyn.d0Normalized': 1.1892619999999852,\n", + " 'AnalysisSiHitElectronsAuxDyn.nInnerExpPix': 0.5116199999999935,\n", + " 'AnalysisSiHitElectronsAuxDyn.clEta': 1.2025820000000067,\n", + " 'AnalysisSiHitElectronsAuxDyn.clPhi': 1.2008710000000065,\n", + " 'AnalysisSiHitElectronsAuxDyn.author': 0.5170190000000048,\n", + " 'AnalysisSiHitElectronsAuxDyn.OQ': 0.6787579999999593,\n", + " 'AnalysisSiHitElectronsAuxDyn.DFCommonElectronsLHVeryLoose': 0.47907700000001796,\n", + " 'AnalysisTauJetsAuxDyn.pt': 0.8829860000000167,\n", + " 'AnalysisTauJetsAuxDyn.eta': 0.9093379999999911,\n", + " 'AnalysisTauJetsAuxDyn.phi': 0.9096829999999727,\n", + " 'AnalysisTauJetsAuxDyn.m': 0.4507520000000227,\n", + " 'AnalysisTauJetsAuxDyn.vertexLink': 0.8359040000000277,\n", + " 'AnalysisTauJetsAuxDyn.vertexLink/AnalysisTauJetsAuxDyn.vertexLink.m_persKey': 0.2277059999999551,\n", + " 'AnalysisTauJetsAuxDyn.vertexLink/AnalysisTauJetsAuxDyn.vertexLink.m_persIndex': 0.2672640000000115,\n", + " 'AnalysisTauJetsAuxDyn.tauTrackLinks': 1.2614680000000362,\n", + " 'AnalysisTauJetsAuxDyn.charge': 0.4988499999999476,\n", + " 'AnalysisTauJetsAuxDyn.EleRNNLoose_v1': 0.48216899999999896,\n", + " 'AnalysisTauJetsAuxDyn.EleRNNMedium_v1': 0.4860530000000267,\n", + " 'AnalysisTauJetsAuxDyn.EleRNNTight_v1': 0.4862630000000081,\n", + " 'AnalysisTauJetsAuxDyn.JetDeepSetVeryLoose': 0.48684199999996736,\n", + " 'AnalysisTauJetsAuxDyn.JetDeepSetLoose': 0.47813500000000886,\n", + " 'AnalysisTauJetsAuxDyn.JetDeepSetMedium': 0.4752480000000219,\n", + " 'AnalysisTauJetsAuxDyn.JetDeepSetTight': 0.47086000000001604,\n", + " 'AnalysisTauJetsAuxDyn.ptTauEnergyScale': 0.895973999999967,\n", + " 'AnalysisTauJetsAuxDyn.etaTauEnergyScale': 0.9169790000000262,\n", + " 'AnalysisTauJetsAuxDyn.ptFinalCalib': 0.8883739999999989,\n", + " 'AnalysisTauJetsAuxDyn.etaFinalCalib': 0.9149289999999723,\n", + " 'AnalysisTauJetsAuxDyn.isTauFlags': 0.5187660000000278,\n", + " 'AnalysisTauJetsAuxDyn.PanTau_DecayMode': 0.5262899999999604,\n", + " 'AnalysisTauJetsAuxDyn.RNNJetScore': 0.9180840000000217,\n", + " 'AnalysisTauJetsAuxDyn.RNNJetScoreSigTrans': 0.8987549999999942,\n", + " 'AnalysisTauJetsAuxDyn.RNNEleScore': 0.8565740000000233,\n", + " 'AnalysisTauJetsAuxDyn.NNDecayMode': 0.521995000000004,\n", + " 'AnalysisTauJetsAuxDyn.RNNEleScoreSigTrans_v1': 0.9024489999999901,\n", + " 'AnalysisTauJetsAuxDyn.JetDeepSetScore': 0.922347000000002,\n", + " 'AnalysisTauJetsAuxDyn.JetDeepSetScoreTrans': 0.8974929999999972,\n", + " 'AnalysisTrigMatch_HLT_e10_lhvloose_nod0_L1EM7AuxDyn.TrigMatchedObjects': 0.44990699999999606,\n", + " 'AnalysisTrigMatch_HLT_e5_lhvloose_nod0AuxDyn.TrigMatchedObjects': 0.4498829999999998,\n", + " 'AnalysisTrigMatch_HLT_e7_lhmedium_nod0_mu24AuxDyn.TrigMatchedObjects': 0.3895689999999945,\n", + " 'AnalysisTrigMatch_HLT_mu10AuxDyn.TrigMatchedObjects': 0.46555899999998474,\n", + " 'AnalysisTrigMatch_HLT_mu14AuxDyn.TrigMatchedObjects': 0.46431100000000924,\n", + " 'AnalysisTrigMatch_HLT_mu20AuxDyn.TrigMatchedObjects': 0.44889999999998054,\n", + " 'AnalysisTrigMatch_HLT_mu22AuxDyn.TrigMatchedObjects': 0.4463370000000282,\n", + " 'AnalysisTrigMatch_HLT_mu24AuxDyn.TrigMatchedObjects': 0.44421199999999317,\n", + " 'AnalysisTrigMatch_HLT_mu4AuxDyn.TrigMatchedObjects': 0.4956369999999879,\n", + " 'AnalysisTrigMatch_HLT_mu6AuxDyn.TrigMatchedObjects': 0.4898560000000316,\n", + " 'AnalysisTrigMatch_HLT_mu6_idperfAuxDyn.TrigMatchedObjects': 0.49114299999996547,\n", + " 'AntiKt10UFOCSSKJetsAuxDyn.GhostAntiKtVR30Rmax4Rmin02PV0TrackJets': 1.0363069999999652,\n", + " 'BTagging_AntiKt4EMPFlowAuxDyn.DL1dv01_pu': 5.002200000000016,\n", + " 'BTagging_AntiKt4EMPFlowAuxDyn.DL1dv01_pc': 5.052650000000085,\n", + " 'BTagging_AntiKt4EMPFlowAuxDyn.DL1dv01_pb': 5.125852000000009,\n", + " 'BTagging_AntiKt4EMPFlowAuxDyn.GN2v00_pc': 3.9427049999999326,\n", + " 'BTagging_AntiKt4EMPFlowAuxDyn.GN2v00_pb': 3.9650300000000698,\n", + " 'BTagging_AntiKt4EMPFlowAuxDyn.GN2v00_pu': 3.8678469999999834,\n", + " 'BTagging_AntiKtVR30Rmax4Rmin02TrackAuxDyn.DL1dv01_pu': 3.4135689999999386,\n", + " 'BTagging_AntiKtVR30Rmax4Rmin02TrackAuxDyn.DL1dv01_pc': 3.3643389999999727,\n", + " 'BTagging_AntiKtVR30Rmax4Rmin02TrackAuxDyn.DL1dv01_pb': 3.4465240000000676,\n", + " 'BTagging_AntiKtVR30Rmax4Rmin02TrackAuxDyn.GN2v00_pc': 3.410665999999992,\n", + " 'BTagging_AntiKtVR30Rmax4Rmin02TrackAuxDyn.GN2v00_pb': 3.477056999999945,\n", + " 'BTagging_AntiKtVR30Rmax4Rmin02TrackAuxDyn.GN2v00_pu': 3.421132000000057,\n", + " 'CombinedMuonTrackParticlesAuxDyn.definingParametersCovMatrixDiag': 3.2848000000000184,\n", + " 'CombinedMuonTrackParticlesAuxDyn.definingParametersCovMatrixOffDiag': 5.838675999999964,\n", + " 'CombinedMuonTrackParticlesAuxDyn.phi': 1.0919039999999995,\n", + " 'CombinedMuonTrackParticlesAuxDyn.numberOfPixelHits': 0.5653780000000097,\n", + " 'CombinedMuonTrackParticlesAuxDyn.numberOfPixelHoles': 0.49611300000003666,\n", + " 'CombinedMuonTrackParticlesAuxDyn.numberOfPixelDeadSensors': 0.5110339999999951,\n", + " 'CombinedMuonTrackParticlesAuxDyn.numberOfSCTHits': 0.5844189999999116,\n", + " 'CombinedMuonTrackParticlesAuxDyn.numberOfSCTHoles': 0.5166350000000648,\n", + " 'CombinedMuonTrackParticlesAuxDyn.numberOfSCTDeadSensors': 0.5022920000000113,\n", + " 'CombinedMuonTrackParticlesAuxDyn.qOverP': 1.0999009999999316,\n", + " 'CombinedMuonTrackParticlesAuxDyn.chiSquared': 1.078106000000048,\n", + " 'CombinedMuonTrackParticlesAuxDyn.numberDoF': 0.7333879999999908,\n", + " 'CombinedMuonTrackParticlesAuxDyn.d0': 1.1095719999999574,\n", + " 'CombinedMuonTrackParticlesAuxDyn.z0': 1.09675900000002,\n", + " 'CombinedMuonTrackParticlesAuxDyn.theta': 1.0691430000000537,\n", + " 'CombinedMuonTrackParticlesAuxDyn.vz': 0.4836369999999306,\n", + " 'CombinedMuonTrackParticlesAuxDyn.numberOfTRTHits': 0.6257630000000063,\n", + " 'CombinedMuonTrackParticlesAuxDyn.numberOfTRTOutliers': 0.5811410000000024,\n", + " 'EventInfoAuxDyn.eventNumber': 0.534671000000003,\n", + " 'EventInfoAuxDyn.mcEventNumber': 0.13451500000007854,\n", + " 'EventInfoAuxDyn.actualInteractionsPerCrossing': 0.5150169999999434,\n", + " 'EventInfoAuxDyn.averageInteractionsPerCrossing': 0.07836799999995492,\n", + " 'EventInfoAuxDyn.runNumber': 0.06783200000006673,\n", + " 'EventInfoAuxDyn.lumiBlock': 0.06786399999998594,\n", + " 'EventInfoAuxDyn.timeStamp': 0.16909799999996267,\n", + " 'EventInfoAuxDyn.timeStampNSOffset': 0.5662480000000869,\n", + " 'EventInfoAuxDyn.bcid': 0.3623099999999795,\n", + " 'EventInfoAuxDyn.detDescrTags': 0.9687199999999621,\n", + " 'EventInfoAuxDyn.detDescrTags/EventInfoAuxDyn.detDescrTags.first': 0.3442320000000336,\n", + " 'EventInfoAuxDyn.detDescrTags/EventInfoAuxDyn.detDescrTags.second': 0.34443899999996574,\n", + " 'EventInfoAuxDyn.eventTypeBitmask': 0.07012800000006791,\n", + " 'EventInfoAuxDyn.pixelFlags': 0.06731800000000021,\n", + " 'EventInfoAuxDyn.sctFlags': 0.06641899999999623,\n", + " 'EventInfoAuxDyn.trtFlags': 0.06641899999999623,\n", + " 'EventInfoAuxDyn.larFlags': 0.06770299999993767,\n", + " 'EventInfoAuxDyn.tileFlags': 0.09934899999996105,\n", + " 'EventInfoAuxDyn.muonFlags': 0.06680400000004738,\n", + " 'EventInfoAuxDyn.forwardDetFlags': 0.06961599999999635,\n", + " 'EventInfoAuxDyn.coreFlags': 0.06680400000004738,\n", + " 'EventInfoAuxDyn.lumiFlags': 0.0668039999999337,\n", + " 'EventInfoAuxDyn.beamPosSigmaX': 0.06961599999999635,\n", + " 'EventInfoAuxDyn.beamPosSigmaXY': 0.07012800000006791,\n", + " 'EventInfoAuxDyn.beamPosSigmaY': 0.06961599999999635,\n", + " 'EventInfoAuxDyn.beamPosSigmaZ': 0.06961599999999635,\n", + " 'EventInfoAuxDyn.beamPosX': 0.06744900000001053,\n", + " 'EventInfoAuxDyn.beamPosY': 0.06744900000001053,\n", + " 'EventInfoAuxDyn.beamPosZ': 0.06744899999989684,\n", + " 'EventInfoAuxDyn.beamStatus': 0.06834600000001956,\n", + " 'EventInfoAuxDyn.beamTiltXZ': 0.06834600000001956,\n", + " 'EventInfoAuxDyn.beamTiltYZ': 0.06834600000001956,\n", + " 'EventInfoAuxDyn.mcChannelNumber': 0.06961599999999635,\n", + " 'EventInfoAuxDyn.mcEventWeights': 0.36770000000001346,\n", + " 'EventInfoAuxDyn.hardScatterVertexLink': 0.0,\n", + " 'EventInfoAuxDyn.hardScatterVertexLink/EventInfoAuxDyn.hardScatterVertexLink': 0.0,\n", + " 'EventInfoAuxDyn.DFCommonJets_isBadBatman': 0.037127999999938766,\n", + " 'EventInfoAuxDyn.DFCommonJets_BCIDDistanceFromFront': 0.23336300000005394,\n", + " 'EventInfoAuxDyn.DFCommonJets_BCIDDistanceTail': 0.2307019999999511,\n", + " 'EventInfoAuxDyn.DFCommonJets_BCIDGapBeforeTrain': 0.13919700000008106,\n", + " 'EventInfoAuxDyn.DFCommonJets_BCIDGapAfterTrain': 0.13790899999992234,\n", + " 'EventInfoAuxDyn.DFCommonJets_BCIDType': 0.14518600000008064,\n", + " 'EventInfoAuxDyn.DFCommonJets_BCIDGapBeforeTrainMinus12': 0.16239099999995688,\n", + " 'EventInfoAuxDyn.DFCommonJets_BCIDGapAfterTrainMinus12': 0.15953200000001289,\n", + " 'EventInfoAuxDyn.DFCommonJets_BCIDTypeMinus12': 0.15802499999995234,\n", + " 'EventInfoAuxDyn.DFCommonJets_eventClean_LooseBad': 0.04393300000003819,\n", + " 'EventInfoAuxDyn.DFCommonJets_eventClean_LooseBadLLP': 0.06808000000000902,\n", + " 'ExtrapolatedMuonTrackParticlesAuxDyn.definingParametersCovMatrixDiag': 3.3463779999999588,\n", + " 'ExtrapolatedMuonTrackParticlesAuxDyn.definingParametersCovMatrixOffDiag': 5.915569000000005,\n", + " 'ExtrapolatedMuonTrackParticlesAuxDyn.phi': 1.1075100000000475,\n", + " 'ExtrapolatedMuonTrackParticlesAuxDyn.qOverP': 1.1148259999999937,\n", + " 'ExtrapolatedMuonTrackParticlesAuxDyn.d0': 1.1354370000000245,\n", + " 'ExtrapolatedMuonTrackParticlesAuxDyn.z0': 1.1228609999999435,\n", + " 'ExtrapolatedMuonTrackParticlesAuxDyn.theta': 1.0839130000000523,\n", + " 'ExtrapolatedMuonTrackParticlesAuxDyn.vz': 0.48981499999990774,\n", + " 'GSFConversionVerticesAuxDyn.trackParticleLinks': 0.46154200000000856,\n", + " 'GSFConversionVerticesAuxDyn.neutralParticleLinks': 0.40941800000007333,\n", + " 'GSFConversionVerticesAuxDyn.px': 0.4922639999999774,\n", + " 'GSFConversionVerticesAuxDyn.py': 0.49221699999998236,\n", + " 'GSFConversionVerticesAuxDyn.pz': 0.49335400000006757,\n", + " 'GSFConversionVerticesAuxDyn.x': 0.49177499999996144,\n", + " 'GSFConversionVerticesAuxDyn.y': 0.4918390000000272,\n", + " 'GSFConversionVerticesAuxDyn.z': 0.4915770000000066,\n", + " 'GSFConversionVerticesAuxDyn.minRfirstHit': 0.46002499999997326,\n", + " 'GSFConversionVerticesAuxDyn.pt1': 0.4589780000000019,\n", + " 'GSFConversionVerticesAuxDyn.pt2': 0.458917999999926,\n", + " 'GSFTrackParticlesAuxDyn.definingParametersCovMatrixDiag': 2.0749739999999974,\n", + " 'GSFTrackParticlesAuxDyn.definingParametersCovMatrixOffDiag': 3.4804620000001023,\n", + " 'GSFTrackParticlesAuxDyn.phi': 0.8058350000000019,\n", + " 'GSFTrackParticlesAuxDyn.originalTrackParticle': 0.823528999999894,\n", + " 'GSFTrackParticlesAuxDyn.originalTrackParticle/GSFTrackParticlesAuxDyn.originalTrackParticle.m_persKey': 0.2284750000000031,\n", + " 'GSFTrackParticlesAuxDyn.originalTrackParticle/GSFTrackParticlesAuxDyn.originalTrackParticle.m_persIndex': 0.2536450000000059,\n", + " 'GSFTrackParticlesAuxDyn.numberOfPixelHits': 0.5066140000000132,\n", + " 'GSFTrackParticlesAuxDyn.numberOfSCTHits': 0.511141000000066,\n", + " 'GSFTrackParticlesAuxDyn.qOverP': 0.8131369999999833,\n", + " 'GSFTrackParticlesAuxDyn.numberOfInnermostPixelLayerHits': 0.4854890000000296,\n", + " 'GSFTrackParticlesAuxDyn.numberOfNextToInnermostPixelLayerHits': 0.4905719999999292,\n", + " 'GSFTrackParticlesAuxDyn.expectInnermostPixelLayerHit': 0.4732970000000023,\n", + " 'GSFTrackParticlesAuxDyn.expectNextToInnermostPixelLayerHit': 0.47913200000004963,\n", + " 'GSFTrackParticlesAuxDyn.chiSquared': 0.786028999999985,\n", + " 'GSFTrackParticlesAuxDyn.d0': 0.8160950000000184,\n", + " 'GSFTrackParticlesAuxDyn.z0': 0.8059899999999516,\n", + " 'GSFTrackParticlesAuxDyn.theta': 0.7926539999999704,\n", + " 'GSFTrackParticlesAuxDyn.vz': 0.4500260000000935,\n", + " 'InDetTrackParticlesAuxDyn.definingParametersCovMatrixDiag': 43.05193099999997,\n", + " 'InDetTrackParticlesAuxDyn.definingParametersCovMatrixOffDiag': 84.81019800000001,\n", + " 'InDetTrackParticlesAuxDyn.phi': 8.909705999999915,\n", + " 'InDetTrackParticlesAuxDyn.numberOfPixelHits': 1.4446550000000116,\n", + " 'InDetTrackParticlesAuxDyn.numberOfPixelHoles': 0.8530890000000682,\n", + " 'InDetTrackParticlesAuxDyn.numberOfPixelSharedHits': 0.8822659999999587,\n", + " 'InDetTrackParticlesAuxDyn.numberOfPixelDeadSensors': 1.1062289999999848,\n", + " 'InDetTrackParticlesAuxDyn.numberOfSCTHits': 1.6589040000000068,\n", + " 'InDetTrackParticlesAuxDyn.numberOfSCTHoles': 1.0695440000000644,\n", + " 'InDetTrackParticlesAuxDyn.numberOfSCTSharedHits': 1.111945999999989,\n", + " 'InDetTrackParticlesAuxDyn.numberOfSCTDeadSensors': 0.9825260000000071,\n", + " 'InDetTrackParticlesAuxDyn.qOverP': 8.986341999999922,\n", + " 'InDetTrackParticlesAuxDyn.numberOfInnermostPixelLayerHits': 1.0427950000000692,\n", + " 'InDetTrackParticlesAuxDyn.TTVA_AMVFVertices': 2.497392999999988,\n", + " 'InDetTrackParticlesAuxDyn.TTVA_AMVFWeights': 8.155802999999992,\n", + " 'InDetTrackParticlesAuxDyn.chiSquared': 8.625685999999973,\n", + " 'InDetTrackParticlesAuxDyn.numberDoF': 3.141336000000024,\n", + " 'InDetTrackParticlesAuxDyn.d0': 9.078319999999962,\n", + " 'InDetTrackParticlesAuxDyn.z0': 8.93887600000005,\n", + " 'InDetTrackParticlesAuxDyn.theta': 8.658135000000016,\n", + " 'InDetTrackParticlesAuxDyn.vz': 0.7645999999999731,\n", + " 'InDetTrackParticlesAuxDyn.numberOfTRTHits': 2.0806029999999964,\n", + " 'InDetTrackParticlesAuxDyn.numberOfTRTOutliers': 1.8969200000000228,\n", + " 'Kt4EMPFlowEventShapeAuxDyn.Density': 0.5368519999999535,\n", + " 'MET_Core_AnalysisMETAuxDyn.name': 0.41659900000001926,\n", + " 'MET_Core_AnalysisMETAuxDyn.mpx': 1.4399590000000444,\n", + " 'MET_Core_AnalysisMETAuxDyn.mpy': 1.4399999999999409,\n", + " 'MET_Core_AnalysisMETAuxDyn.sumet': 1.3561899999999696,\n", + " 'MET_Core_AnalysisMETAuxDyn.source': 0.38709300000004987,\n", + " 'MuonSpectrometerTrackParticlesAuxDyn.definingParametersCovMatrixDiag': 5.247232000000054,\n", + " 'MuonSpectrometerTrackParticlesAuxDyn.definingParametersCovMatrixOffDiag': 8.881402999999978,\n", + " 'MuonSpectrometerTrackParticlesAuxDyn.phi': 1.5735639999999194,\n", + " 'MuonSpectrometerTrackParticlesAuxDyn.qOverP': 1.3085880000000998,\n", + " 'MuonSpectrometerTrackParticlesAuxDyn.d0': 1.0252919999999222,\n", + " 'MuonSpectrometerTrackParticlesAuxDyn.z0': 1.0233230000000049,\n", + " 'MuonSpectrometerTrackParticlesAuxDyn.theta': 1.534552000000076,\n", + " 'MuonSpectrometerTrackParticlesAuxDyn.vz': 1.240842999999927,\n", + " 'PrimaryVerticesAuxDyn.trackParticleLinks': 20.933671000000004,\n", + " 'PrimaryVerticesAuxDyn.neutralParticleLinks': 0.6652390000000423,\n", + " 'PrimaryVerticesAuxDyn.vertexType': 0.6355569999999489,\n", + " 'PrimaryVerticesAuxDyn.x': 10.820353000000068,\n", + " 'PrimaryVerticesAuxDyn.y': 10.53288699999996,\n", + " 'PrimaryVerticesAuxDyn.z': 13.108659999999986,\n", + " 'TauTracksAuxDyn.pt': 5.927622000000042,\n", + " 'TauTracksAuxDyn.eta': 6.0792829999999185,\n", + " 'TauTracksAuxDyn.phi': 6.074325000000044,\n", + " 'TauTracksAuxDyn.trackLinks': 2.7908240000000433,\n", + " 'TauTracksAuxDyn.flagSet': 0.9514639999999872,\n", + " 'egammaClustersAuxDyn.calE': 2.5893539999999575,\n", + " 'egammaClustersAuxDyn.calEta': 2.6693199999999706,\n", + " 'egammaClustersAuxDyn.calPhi': 2.6635780000000295,\n", + " 'egammaClustersAuxDyn.eta_sampl': 8.62268800000004,\n", + " 'egammaClustersAuxDyn.calM': 0.5777009999999336,\n", + " 'egammaClustersAuxDyn.e_sampl': 8.809478000000013,\n", + " 'egammaClustersAuxDyn.ETA2CALOFRAME': 2.6702569999999923,\n", + " 'egammaClustersAuxDyn.ETACALOFRAME': 2.671619000000078,\n", + " 'egammaClustersAuxDyn.PHI2CALOFRAME': 2.665973000000008,\n", + " 'egammaClustersAuxDyn.PHICALOFRAME': 2.6661319999999478,\n", + " 'egammaClustersAuxDyn.constituentClusterLinks': 1.610133000000019,\n", + " 'AnalysisLargeRJetsAuxDyn.pt': 0.9265530000000126,\n", + " 'AnalysisLargeRJetsAuxDyn.eta': 0.9611129999999548,\n", + " 'AnalysisLargeRJetsAuxDyn.phi': 0.9597740000000385,\n", + " 'AnalysisLargeRJetsAuxDyn.m': 0.9428080000000136,\n", + " 'AnalysisLargeRJetsAuxDyn.constituentLinks': 5.000247999999942,\n", + " 'AnalysisLargeRJetsAuxDyn.JetConstitScaleMomentum_pt': 0.9410950000000184,\n", + " 'AnalysisLargeRJetsAuxDyn.JetConstitScaleMomentum_eta': 0.9738600000000588,\n", + " 'AnalysisLargeRJetsAuxDyn.JetConstitScaleMomentum_phi': 0.9725019999999631,\n", + " 'AnalysisLargeRJetsAuxDyn.JetConstitScaleMomentum_m': 0.9553509999999505,\n", + " 'AnalysisLargeRJetsAuxDyn.GN2Xv01_phbb': 0.9494700000000194,\n", + " 'AnalysisLargeRJetsAuxDyn.GN2Xv01_ptop': 0.936994000000027,\n", + " 'AnalysisLargeRJetsAuxDyn.GN2Xv01_pqcd': 0.9304250000000138,\n", + " 'AnalysisLargeRJetsAuxDyn.DetectorEta': 0.9652699999999186,\n", + " 'AnalysisLargeRJetsAuxDyn.D2': 0.9287000000000489,\n", + " 'AnalysisLargeRJetsAuxDyn.ECF1': 0.929318999999964,\n", + " 'AnalysisLargeRJetsAuxDyn.ECF2': 0.949512000000027,\n", + " 'AnalysisLargeRJetsAuxDyn.ECF3': 0.9623159999999871,\n", + " 'AnalysisLargeRJetsAuxDyn.Parent': 0.79682600000001,\n", + " 'AnalysisLargeRJetsAuxDyn.Parent/AnalysisLargeRJetsAuxDyn.Parent.m_persKey': 0.20126200000004246,\n", + " 'AnalysisLargeRJetsAuxDyn.Parent/AnalysisLargeRJetsAuxDyn.Parent.m_persIndex': 0.24899299999992763,\n", + " 'AnalysisLargeRJetsAuxDyn.Tau1_wta': 0.9467940000000681,\n", + " 'AnalysisLargeRJetsAuxDyn.Tau2_wta': 0.943881000000033,\n", + " 'AnalysisLargeRJetsAuxDyn.Tau3_wta': 0.9402489999999943,\n", + " 'AnalysisLargeRJetsAuxDyn.C2': 0.9356199999999717,\n", + " 'AnalysisLargeRJetsAuxDyn.GN2Xv01_phcc': 0.9428279999999631,\n", + " 'AnalysisLargeRJetsAuxDyn.Split12': 0.9483569999999872,\n", + " 'AnalysisLargeRJetsAuxDyn.Split23': 0.941188000000011,\n", + " 'AnalysisLargeRJetsAuxDyn.Qw': 0.9367879999999786,\n", + " 'AnalysisTrigMatch_HLT_g120_looseAuxDyn.TrigMatchedObjects': 0.40107399999999416,\n", + " 'AnalysisTrigMatch_HLT_g140_looseAuxDyn.TrigMatchedObjects': 0.3986010000000988,\n", + " 'AnalysisTrigMatch_HLT_g200_etcutAuxDyn.TrigMatchedObjects': 0.37477400000000216,\n", + " 'AnalysisTrigMatch_HLT_e12_lhvloose_nod0_L1EM10VHAuxDyn.TrigMatchedObjects': 0.45076399999993555,\n", + " 'AnalysisTrigMatch_HLT_e15_lhvloose_nod0_L1EM7AuxDyn.TrigMatchedObjects': 0.44882800000004863,\n", + " 'AnalysisTrigMatch_HLT_e17_lhvloose_nod0AuxDyn.TrigMatchedObjects': 0.4438319999999294,\n", + " 'AnalysisTrigMatch_HLT_e20_lhvloose_nod0AuxDyn.TrigMatchedObjects': 0.44339400000001206,\n", + " 'AnalysisTrigMatch_HLT_e26_lhtight_nod0AuxDyn.TrigMatchedObjects': 0.4372839999999769,\n", + " 'AnalysisTrigMatch_HLT_e26_lhtight_nod0_ivarlooseAuxDyn.TrigMatchedObjects': 0.4397480000000087,\n", + " 'AnalysisTrigMatch_HLT_mu26_ivarmediumAuxDyn.TrigMatchedObjects': 0.43786099999999806,\n", + " 'AnalysisTrigMatch_HLT_e28_lhvloose_nod0_L1EM22VHAuxDyn.TrigMatchedObjects': 0.38427599999999984,\n", + " 'AnalysisTrigMatch_HLT_mu20_ivarmedium_mu8noL1AuxDyn.TrigMatchedObjects': 0.38629100000002836,\n", + " 'AnalysisTrigMatch_HLT_mu22_mu8noL1AuxDyn.TrigMatchedObjects': 0.38983299999995324,\n", + " 'AnalysisTrigMatch_HLT_mu22_mu8noL1_TagandProbeAuxDyn.TrigMatchedObjects': 0.41443900000001577,\n", + " 'AnalysisTrigMatch_HLT_mu50AuxDyn.TrigMatchedObjects': 0.40455100000008315,\n", + " 'AnalysisTrigMatch_HLT_mu14_ivarloose_L1MU11_tau35_medium1_tracktwoEF_L1MU11_TAU20IMAuxDyn.TrigMatchedObjects': 0.42076299999996536,\n", + " 'AnalysisTrigMatch_HLT_mu14_ivarloose_L1MU11_tau35_medium1_tracktwo_L1MU11_TAU20IMAuxDyn.TrigMatchedObjects': 0.4182630000000245,\n", + " 'AnalysisTrigMatch_HLT_mu14_ivarloose_L1MU11_tau35_mediumRNN_tracktwoMVA_L1MU11_TAU20IMAuxDyn.TrigMatchedObjects': 0.41905099999996764,\n", + " 'AnalysisTrigMatch_HLT_mu14_ivarloose_tau35_medium1_tracktwoAuxDyn.TrigMatchedObjects': 0.4072159999999485,\n", + " 'AnalysisTrigMatch_HLT_mu14_ivarloose_tau35_medium1_tracktwoEFAuxDyn.TrigMatchedObjects': 0.40850700000009965,\n", + " 'AnalysisTrigMatch_HLT_mu14_ivarloose_tau35_mediumRNN_tracktwoMVAAuxDyn.TrigMatchedObjects': 0.41005299999994804,\n", + " 'AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_mediumRNN_tracktwoMVAAuxDyn.TrigMatchedObjects': 0.4109019999999646,\n", + " 'AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwoAuxDyn.TrigMatchedObjects': 0.40701799999999366,\n", + " 'AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwoEFAuxDyn.TrigMatchedObjects': 0.40816000000006625,\n", + " 'AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwoEF_L1DR-MU10TAU12I_TAU12I-J25AuxDyn.TrigMatchedObjects': 0.42108199999995577,\n", + " 'AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwo_L1DR-MU10TAU12I_TAU12I-J25AuxDyn.TrigMatchedObjects': 0.41924600000004375,\n", + " 'AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_mediumRNN_tracktwoMVA_L1DR-MU10TAU12I_TAU12I-J25AuxDyn.TrigMatchedObjects': 0.4235589999999547,\n", + " 'AnalysisTrigMatch_HLT_g45_loose_6j45_0eta240AuxDyn.TrigMatchedObjects': 0.3850590000000693,\n", + " 'AnalysisTrigMatch_HLT_3mu6_msonlyAuxDyn.TrigMatchedObjects': 0.3836319999999205,\n", + " 'AnalysisTrigMatch_HLT_2mu14AuxDyn.TrigMatchedObjects': 0.3973200000000361,\n", + " 'AnalysisTrigMatch_HLT_2mu20_L12MU20_OVERLAYAuxDyn.TrigMatchedObjects': 0.3920140000000174,\n", + " 'AnalysisTrigMatch_HLT_mu13_mu13_idperf_ZmumuAuxDyn.TrigMatchedObjects': 0.4008699999999408,\n", + " 'AnalysisTrigMatch_HLT_mu6_dRl1_mu20_msonly_iloosems_mu6noL1_dRl1_msonlyAuxDyn.TrigMatchedObjects': 0.41203700000005483,\n", + " 'AnalysisTrigMatch_HLT_2e17_lhvloose_nod0_L12EM15VHIAuxDyn.TrigMatchedObjects': 0.4031049999999823,\n", + " 'AnalysisTrigMatch_HLT_2e24_lhvloose_nod0AuxDyn.TrigMatchedObjects': 0.3961420000000544,\n", + " 'AnalysisTrigMatch_HLT_e26_lhtight_nod0_e15_etcut_L1EM7_ZeeAuxDyn.TrigMatchedObjects': 0.4117039999999861,\n", + " 'AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwoEF_L1MU10_TAU12IM_3J12AuxDyn.TrigMatchedObjects': 0.41131099999995513,\n", + " 'AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_medium1_tracktwo_L1MU10_TAU12IM_3J12AuxDyn.TrigMatchedObjects': 0.4102810000000545,\n", + " 'AnalysisTrigMatch_HLT_mu14_ivarloose_tau25_mediumRNN_tracktwoMVA_L1MU10_TAU12IM_3J12AuxDyn.TrigMatchedObjects': 0.4130720000000565,\n", + " 'AnalysisTrigMatch_HLT_e60_lhmedium_nod0AuxDyn.TrigMatchedObjects': 0.39715499999988424,\n", + " 'AnalysisTrigMatch_HLT_e70_lhvloose_nod0AuxDyn.TrigMatchedObjects': 0.39544999999998254,\n", + " 'AnalysisTrigMatch_HLT_mu60_0eta105_msonlyAuxDyn.TrigMatchedObjects': 0.39643599999999424,\n", + " 'AnalysisTrigMatch_HLT_mu80_msonly_3layersECAuxDyn.TrigMatchedObjects': 0.394608000000062,\n", + " 'AnalysisTrigMatch_HLT_2g20_tight_icalovloose_L12EM15VHIAuxDyn.TrigMatchedObjects': 0.3971950000000106,\n", + " 'AnalysisTrigMatch_HLT_2g22_tight_L12EM15VHIAuxDyn.TrigMatchedObjects': 0.3914159999999356,\n", + " 'AnalysisTrigMatch_HLT_2g25_tight_L12EM20VHAuxDyn.TrigMatchedObjects': 0.3902769999999691,\n", + " 'AnalysisTrigMatch_HLT_e80_lhvloose_nod0AuxDyn.TrigMatchedObjects': 0.3922050000001036,\n", + " 'AnalysisTrigMatch_HLT_mu20_2mu4_JpsimumuL2AuxDyn.TrigMatchedObjects': 0.39028800000005504,\n", + " 'AnalysisTrigMatch_HLT_e17_lhloose_nod0_mu14AuxDyn.TrigMatchedObjects': 0.3887159999999312,\n", + " 'AnalysisTrigMatch_HLT_g35_medium_g25_medium_L12EM20VHAuxDyn.TrigMatchedObjects': 0.3982699999999113,\n", + " 'AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwoEF_L1DR-EM15TAU12I-J25AuxDyn.TrigMatchedObjects': 0.4306920000001355,\n", + " 'AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwo_L1DR-EM15TAU12I-J25AuxDyn.TrigMatchedObjects': 0.4280579999999645,\n", + " 'AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_mediumRNN_tracktwoMVA_L1DR-EM15TAU12I-J25AuxDyn.TrigMatchedObjects': 0.4319479999999203,\n", + " 'AnalysisTrigMatch_HLT_3mu6AuxDyn.TrigMatchedObjects': 0.3766889999999421,\n", + " 'AnalysisTrigMatch_HLT_mu11_mu6_bJpsimumuAuxDyn.TrigMatchedObjects': 0.38053400000012516,\n", + " 'AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwoAuxDyn.TrigMatchedObjects': 0.4215110000000095,\n", + " 'AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwoEFAuxDyn.TrigMatchedObjects': 0.4245189999999184,\n", + " 'AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_mediumRNN_tracktwoMVAAuxDyn.TrigMatchedObjects': 0.42579399999999623,\n", + " 'AnalysisTrigMatch_HLT_e100_lhvloose_nod0AuxDyn.TrigMatchedObjects': 0.3875319999999647,\n", + " 'AnalysisTrigMatch_HLT_e24_lhmedium_nod0_ivarloose_tau35_medium1_tracktwoAuxDyn.TrigMatchedObjects': 0.4085440000001199,\n", + " 'AnalysisTrigMatch_HLT_e24_lhmedium_nod0_ivarloose_tau35_medium1_tracktwoEFAuxDyn.TrigMatchedObjects': 0.4117670000000544,\n", + " 'AnalysisTrigMatch_HLT_e24_lhmedium_nod0_ivarloose_tau35_mediumRNN_tracktwoMVAAuxDyn.TrigMatchedObjects': 0.4127779999998893,\n", + " 'AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwoEF_L1EM15VHI_2TAU12IM_4J12AuxDyn.TrigMatchedObjects': 0.42097800000010466,\n", + " 'AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_medium1_tracktwo_L1EM15VHI_2TAU12IM_4J12AuxDyn.TrigMatchedObjects': 0.41928699999994024,\n", + " 'AnalysisTrigMatch_HLT_e17_lhmedium_nod0_ivarloose_tau25_mediumRNN_tracktwoMVA_L1EM15VHI_2TAU12IM_4J12AuxDyn.TrigMatchedObjects': 0.4241099999999278,\n", + " 'AnalysisTrigMatch_HLT_mu4_bJpsi_TrkPEBAuxDyn.TrigMatchedObjects': 0.37680999999997766,\n", + " 'AnalysisTrigMatch_HLT_mu11_mu6_bUpsimumuAuxDyn.TrigMatchedObjects': 0.3862920000001395,\n", + " 'AnalysisTrigMatch_HLT_mu20_msonly_mu6noL1_msonly_nscan05AuxDyn.TrigMatchedObjects': 0.3857550000000174,\n", + " 'AnalysisTrigMatch_HLT_2g50_loose_L12EM20VHAuxDyn.TrigMatchedObjects': 0.3860069999998359,\n", + " 'AnalysisTrigMatch_HLT_mu6_j60_gsc85_boffperf_split_dr05_dz02AuxDyn.TrigMatchedObjects': 0.39123300000005656,\n", + " 'AnalysisTrigMatch_HLT_4mu4AuxDyn.TrigMatchedObjects': 0.36958899999990535,\n", + " 'AnalysisTrigMatch_HLT_e120_lhvloose_nod0AuxDyn.TrigMatchedObjects': 0.3844460000000254,\n", + " 'AnalysisTrigMatch_HLT_e140_lhloose_nod0AuxDyn.TrigMatchedObjects': 0.3824680000000171,\n", + " 'AnalysisTrigMatch_HLT_e300_etcutAuxDyn.TrigMatchedObjects': 0.37891899999999623,\n", + " 'AnalysisTrigMatch_HLT_g300_etcutAuxDyn.TrigMatchedObjects': 0.37875000000008185,\n", + " 'AnalysisTrigMatch_HLT_mu4_mu4_idperf_bJpsimumu_noidAuxDyn.TrigMatchedObjects': 0.3883009999999558,\n", + " 'AnalysisTrigMatch_HLT_mu20_2mu4noL1AuxDyn.TrigMatchedObjects': 0.3799450000001343,\n", + " 'AnalysisTrigMatch_HLT_g35_loose_g25_loose_L12EM20VHAuxDyn.TrigMatchedObjects': 0.38603999999986627,\n", + " 'AnalysisTrigMatch_HLT_e60_lhvloose_nod0AuxDyn.TrigMatchedObjects': 0.3801770000000033,\n", + " 'AnalysisTrigMatch_HLT_mu6_j150_gsc175_boffperf_split_dr05_dz02AuxDyn.TrigMatchedObjects': 0.3939050000001316,\n", + " 'AnalysisTrigMatch_HLT_mu6_j110_gsc150_boffperf_split_dr05_dz02AuxDyn.TrigMatchedObjects': 0.3933569999999236,\n", + " 'AnalysisTrigMatch_HLT_mu6_j85_gsc110_boffperf_split_dr05_dz02AuxDyn.TrigMatchedObjects': 0.3930310000000645,\n", + " 'AnalysisTrigMatch_HLT_mu6_j175_gsc260_boffperf_split_dr05_dz02AuxDyn.TrigMatchedObjects': 0.39373699999987366,\n", + " 'AnalysisTrigMatch_HLT_mu6_bJpsi_lowpt_TrkPEBAuxDyn.TrigMatchedObjects': 0.38137800000004063,\n", + " 'AnalysisTrigMatch_HLT_e24_lhvloose_nod0_2e12_lhvloose_nod0_L1EM20VH_3EM10VHAuxDyn.TrigMatchedObjects': 0.39797599999997146,\n", + " 'AnalysisTrigMatch_HLT_mu10_bJpsi_TrkPEBAuxDyn.TrigMatchedObjects': 0.3789990000000216,\n", + " 'AnalysisTrigMatch_HLT_e140_lhvloose_nod0AuxDyn.TrigMatchedObjects': 0.3799059999998917,\n", + " 'AnalysisTrigMatch_HLT_e160_lhvloose_nod0AuxDyn.TrigMatchedObjects': 0.37936900000022433,\n", + " 'AnalysisTrigMatch_HLT_mu20_2mu2noL1_JpsimumuFSAuxDyn.TrigMatchedObjects': 0.38121399999999994,\n", + " 'AnalysisTrigMatch_HLT_e200_etcutAuxDyn.TrigMatchedObjects': 0.37507499999992433,\n", + " 'AnalysisTrigMatch_HLT_mu6_bJpsi_TrkPEBAuxDyn.TrigMatchedObjects': 0.3766359999999622,\n", + " 'AnalysisTrigMatch_HLT_mu4_j15_boffperf_split_dr05_dz02AuxDyn.TrigMatchedObjects': 0.38717700000006516,\n", + " 'AnalysisTrigMatch_HLT_mu4_j25_boffperf_split_dr05_dz02AuxDyn.TrigMatchedObjects': 0.3868840000000091,\n", + " 'AnalysisTrigMatch_HLT_mu4_j35_boffperf_split_dr05_dz02AuxDyn.TrigMatchedObjects': 0.38675599999987753,\n", + " 'AnalysisTrigMatch_HLT_mu4_j45_gsc55_boffperf_split_dr05_dz02AuxDyn.TrigMatchedObjects': 0.38960500000007414,\n", + " 'AnalysisTrigMatch_HLT_e12_lhloose_nod0_2mu10AuxDyn.TrigMatchedObjects': 0.3816460000000461,\n", + " 'FourLeptonVerticesAuxDyn.trackParticleLinks': 0.3675799999998617,\n", + " 'FourLeptonVerticesAuxDyn.vertexType': 0.3609639999999672,\n", + " 'FourLeptonVerticesAuxDyn.chiSquared': 0.36099699999999757,\n", + " 'FourLeptonVerticesAuxDyn.numberDoF': 0.3617790000000696,\n", + " 'FourLeptonVerticesAuxDyn.x': 0.3571750000000975,\n", + " 'FourLeptonVerticesAuxDyn.y': 0.3571829999998499,\n", + " 'FourLeptonVerticesAuxDyn.z': 0.3571630000001278,\n", + " 'AnalysisTrigMatch_HLT_e9_lhvloose_nod0_mu20_mu8noL1AuxDyn.TrigMatchedObjects': 0.3850649999999405,\n", + " 'AnalysisTrigMatch_HLT_e9_lhvloose_nod0_mu20_mu8noL1_L1EM7_MU20AuxDyn.TrigMatchedObjects': 0.39186399999994137,\n", + " 'AnalysisTrigMatch_HLT_2e12_lhloose_nod0_mu10AuxDyn.TrigMatchedObjects': 0.38153699999998025,\n", + " 'AnalysisTrigMatch_HLT_2g25_loose_g15_looseAuxDyn.TrigMatchedObjects': 0.3786920000000009,\n", + " 'AnalysisTrigMatch_HLT_e26_lhmedium_nod0_mu8noL1AuxDyn.TrigMatchedObjects': 0.3788170000000264}" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "fname = \"/data/alheld/200gbps-atlas/data18_13TeV.periodAllYear.physics_Main.PhysCont.DAOD_PHYSLITE.grp18_v01_p6026/DAOD_PHYSLITE.37021624._000036.pool.root.1\"\n", + "t = uproot.open({fname: \"CollectionTree\"})\n", + "\n", + "size_per_key_in_MB = {}\n", + "cur_size_in_MB = t.file.source.num_requested_bytes/1000**2 # non-zero at the start (some metadata read)\n", + "\n", + "num_branches = len(t.keys())\n", + "\n", + "for i, key in enumerate(t.keys()):\n", + " # if not any([key.startswith(v) for v in [\"AnalysisJetsAuxDyn\", \"AnalysisLargeRJetsAuxDyn\", \"AnalysisElectronsAuxDyn\", \"AnalysisMuonsAuxDyn\", \"AnalysisTauJetsAuxDyn\", \"AnalysisPhotonsAuxDyn\"]]):\n", + " # continue\n", + "\n", + " progress = f\"{i} / {num_branches}\"\n", + " try:\n", + " t.arrays([key])\n", + " print(f\"{progress} {key}\")\n", + " except:\n", + " print(f\"{progress} [CANNOT READ] {key}\")\n", + " \n", + " new_size_in_MB = t.file.source.num_requested_bytes/1000**2\n", + " size_per_key_in_MB[key] = new_size_in_MB - cur_size_in_MB\n", + " cur_size_in_MB = new_size_in_MB \n", + "\n", + "size_per_key_in_MB" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "51303308-cd1f-46ff-b364-99194873a4a9", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "all branches: 1049.060851 MB\n" + ] + } + ], + "source": [ + "print(f\"all branches: {sum(size_per_key_in_MB.values())} MB\") # doesn't include initial metadata read" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "c7ce2887-8a56-4bb4-a241-f0aaced6a739", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "1123.430726" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import os\n", + "file_size = os.path.getsize(fname) / 1000**2\n", + "file_size" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "95225d3f-e181-49b5-bbdf-fd668cd8ed81", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "1051.320857" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "t.file.source.num_requested_bytes/1000**2" + ] + }, + { + "cell_type": "markdown", + "id": "7ecfca18-a2eb-4878-a684-95cd600313a2", + "metadata": {}, + "source": [ + "sanity check: looks like we read most of the file, seems good" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "59043702-a944-4a6b-85c3-2edc662bdc0d", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "import json\n", + "\n", + "size_per_key_in_MB[\"_file_size\"] = file_size\n", + "\n", + "with open(\"branch_sizes.json\", \"w\") as f:\n", + " f.write(json.dumps(size_per_key_in_MB, sort_keys=True, indent=4))" + ] + }, + { + "cell_type": "markdown", + "id": "0ff44cf8-b1f1-4cff-898a-d8f4b4082c19", + "metadata": {}, + "source": [ + "## sort branches, find branches to hit 10% read" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "e9488120-4dc6-4725-ad82-69285e0f4dba", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "fraction of file read with all these branches: 25.01%\n", + "AnalysisJetsAuxDyn.pt: 0.45%\n", + "AnalysisJetsAuxDyn.eta: 0.47%\n", + "AnalysisJetsAuxDyn.phi: 0.47%\n", + "AnalysisJetsAuxDyn.m: 0.45%\n", + "AnalysisElectronsAuxDyn.pt: 0.06%\n", + "AnalysisElectronsAuxDyn.eta: 0.06%\n", + "AnalysisElectronsAuxDyn.phi: 0.06%\n", + "AnalysisElectronsAuxDyn.m: 0.04%\n", + "AnalysisMuonsAuxDyn.pt: 0.07%\n", + "AnalysisMuonsAuxDyn.eta: 0.07%\n", + "AnalysisMuonsAuxDyn.phi: 0.07%\n", + "AnalysisJetsAuxDyn.EnergyPerSampling: 3.46%\n", + "AnalysisJetsAuxDyn.SumPtTrkPt500: 2.72%\n", + "AnalysisJetsAuxDyn.TrackWidthPt1000: 1.51%\n", + "PrimaryVerticesAuxDyn.z: 1.17%\n", + "PrimaryVerticesAuxDyn.x: 0.96%\n", + "PrimaryVerticesAuxDyn.y: 0.94%\n", + "AnalysisJetsAuxDyn.NumTrkPt500: 0.92%\n", + "AnalysisJetsAuxDyn.NumTrkPt1000: 0.68%\n", + "AnalysisJetsAuxDyn.SumPtChargedPFOPt500: 0.53%\n", + "AnalysisJetsAuxDyn.Timing: 0.47%\n", + "AnalysisJetsAuxDyn.JetConstitScaleMomentum_eta: 0.47%\n", + "AnalysisJetsAuxDyn.ActiveArea4vec_eta: 0.47%\n", + "AnalysisJetsAuxDyn.DetectorEta: 0.47%\n", + "AnalysisJetsAuxDyn.JetConstitScaleMomentum_phi: 0.47%\n", + "AnalysisJetsAuxDyn.ActiveArea4vec_phi: 0.47%\n", + "AnalysisJetsAuxDyn.JetConstitScaleMomentum_m: 0.46%\n", + "AnalysisJetsAuxDyn.JetConstitScaleMomentum_pt: 0.45%\n", + "AnalysisJetsAuxDyn.EMFrac: 0.45%\n", + "AnalysisJetsAuxDyn.Width: 0.45%\n", + "AnalysisJetsAuxDyn.ActiveArea4vec_m: 0.44%\n", + "AnalysisJetsAuxDyn.ActiveArea4vec_pt: 0.43%\n", + "AnalysisJetsAuxDyn.DFCommonJets_QGTagger_TracksWidth: 0.34%\n", + "AnalysisJetsAuxDyn.PSFrac: 0.33%\n", + "AnalysisJetsAuxDyn.JVFCorr: 0.31%\n", + "AnalysisJetsAuxDyn.DFCommonJets_QGTagger_TracksC1: 0.30%\n", + "AnalysisJetsAuxDyn.DFCommonJets_fJvt: 0.15%\n", + "AnalysisJetsAuxDyn.DFCommonJets_QGTagger_NTracks: 0.13%\n", + "AnalysisJetsAuxDyn.GhostMuonSegmentCount: 0.11%\n", + "AnalysisMuonsAuxDyn.muonSegmentLinks: 0.07%\n", + "AnalysisMuonsAuxDyn.msOnlyExtrapolatedMuonSpectrometerTrackParticleLink: 0.07%\n", + "AnalysisMuonsAuxDyn.extrapolatedMuonSpectrometerTrackParticleLink: 0.07%\n", + "AnalysisMuonsAuxDyn.inDetTrackParticleLink: 0.07%\n", + "AnalysisMuonsAuxDyn.muonSpectrometerTrackParticleLink: 0.07%\n", + "AnalysisMuonsAuxDyn.momentumBalanceSignificance: 0.07%\n", + "AnalysisMuonsAuxDyn.topoetcone20_CloseByCorr: 0.07%\n", + "AnalysisMuonsAuxDyn.scatteringCurvatureSignificance: 0.07%\n", + "AnalysisMuonsAuxDyn.scatteringNeighbourSignificance: 0.07%\n", + "AnalysisMuonsAuxDyn.neflowisol20_CloseByCorr: 0.07%\n", + "AnalysisMuonsAuxDyn.topoetcone20: 0.07%\n", + "AnalysisMuonsAuxDyn.topoetcone30: 0.07%\n", + "AnalysisMuonsAuxDyn.topoetcone40: 0.07%\n", + "AnalysisMuonsAuxDyn.neflowisol20: 0.07%\n", + "AnalysisMuonsAuxDyn.segmentDeltaEta: 0.07%\n", + "AnalysisMuonsAuxDyn.DFCommonJetDr: 0.07%\n", + "AnalysisMuonsAuxDyn.combinedTrackParticleLink: 0.07%\n", + "AnalysisMuonsAuxDyn.InnerDetectorPt: 0.07%\n", + "AnalysisMuonsAuxDyn.MuonSpectrometerPt: 0.07%\n", + "AnalysisMuonsAuxDyn.clusterLink: 0.06%\n", + "AnalysisMuonsAuxDyn.spectrometerFieldIntegral: 0.06%\n", + "AnalysisElectronsAuxDyn.ambiguityLink: 0.06%\n", + "AnalysisMuonsAuxDyn.EnergyLoss: 0.06%\n", + "AnalysisJetsAuxDyn.NNJvtPass: 0.06%\n", + "AnalysisElectronsAuxDyn.topoetcone20_CloseByCorr: 0.06%\n", + "AnalysisElectronsAuxDyn.topoetcone20ptCorrection: 0.06%\n", + "AnalysisElectronsAuxDyn.topoetcone20: 0.06%\n", + "AnalysisMuonsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVA_pt500_CloseByCorr: 0.06%\n", + "AnalysisElectronsAuxDyn.DFCommonElectronsECIDSResult: 0.06%\n", + "AnalysisElectronsAuxDyn.neflowisol20: 0.06%\n", + "AnalysisMuonsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVA_pt500: 0.06%\n", + "AnalysisMuonsAuxDyn.ptcone40: 0.06%\n", + "AnalysisMuonsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVA_pt1000_CloseByCorr: 0.06%\n", + "AnalysisMuonsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVA_pt1000: 0.06%\n", + "AnalysisMuonsAuxDyn.ptvarcone40: 0.06%\n", + "AnalysisElectronsAuxDyn.f1: 0.06%\n", + "AnalysisMuonsAuxDyn.ptcone20_Nonprompt_All_MaxWeightTTVA_pt500: 0.06%\n", + "PrimaryVerticesAuxDyn.vertexType: 0.06%\n", + "AnalysisMuonsAuxDyn.ptvarcone30: 0.06%\n", + "AnalysisMuonsAuxDyn.ptcone30: 0.06%\n", + "AnalysisMuonsAuxDyn.ptcone20_Nonprompt_All_MaxWeightTTVA_pt1000: 0.06%\n", + "AnalysisElectronsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVALooseCone_pt500: 0.05%\n", + "AnalysisMuonsAuxDyn.CaloLRLikelihood: 0.05%\n" + ] + } + ], + "source": [ + "import json\n", + "import pathlib\n", + "\n", + "size_per_key_in_MB = json.loads(pathlib.Path(\"branch_sizes.json\").read_text())\n", + "file_size = size_per_key_in_MB[\"_file_size\"]\n", + "\n", + "list_of_branches_to_read = []\n", + "size_of_branches = 0\n", + "\n", + "# veto the metadata branch and also possibly problematic ones that could vary a lot across files\n", + "branches_to_veto = [\n", + " \"_file_size\",\n", + " \"InDetTrackParticlesAuxDyn.definingParametersCovMatrixOffDiag\",\n", + " \"InDetTrackParticlesAuxDyn.definingParametersCovMatrixDiag\",\n", + " \"MuonSpectrometerTrackParticlesAuxDyn.definingParametersCovMatrixOffDiag\",\n", + " \"AntiKt10UFOCSSKJetsAux./AntiKt10UFOCSSKJetsAux.constituentLinks\",\n", + " \"ExtrapolatedMuonTrackParticlesAuxDyn.definingParametersCovMatrixOffDiag\",\n", + " \"CombinedMuonTrackParticlesAuxDyn.definingParametersCovMatrixOffDiag\",\n", + " \"AnalysisJetsAuxDyn.btaggingLink\",\n", + " \"AnalysisJetsAuxDyn.GhostTrack\",\n", + " \"PrimaryVerticesAuxDyn.trackParticleLinks\",\n", + " \"PrimaryVerticesAuxDyn.neutralParticleLinks\"\n", + "]\n", + "\n", + "# start with a few hardcoded branches\n", + "list_of_branches_to_read = [\n", + " \"AnalysisJetsAuxDyn.pt\",\n", + " \"AnalysisJetsAuxDyn.eta\",\n", + " \"AnalysisJetsAuxDyn.phi\",\n", + " \"AnalysisJetsAuxDyn.m\",\n", + " \"AnalysisElectronsAuxDyn.pt\",\n", + " \"AnalysisElectronsAuxDyn.eta\",\n", + " \"AnalysisElectronsAuxDyn.phi\",\n", + " \"AnalysisElectronsAuxDyn.m\",\n", + " \"AnalysisMuonsAuxDyn.pt\",\n", + " \"AnalysisMuonsAuxDyn.eta\",\n", + " \"AnalysisMuonsAuxDyn.phi\",\n", + "]\n", + "size_of_branches += sum(v for k, v in size_per_key_in_MB.items() if k in list_of_branches_to_read)\n", + " \n", + "\n", + "for k, v in reversed(sorted(size_per_key_in_MB.items(), key=lambda it: it[1])):\n", + " # only keep branches relating to specific physics objects\n", + " if not any([vv in k for vv in [\n", + " \"AnalysisJetsAuxDyn\",\n", + " \"AnalysisElectronsAuxDyn\",\n", + " \"AnalysisMuonsAuxDyn\",\n", + " # \"AnalysisPhotonsAuxDyn\",\n", + " # \"AnalysisTauJetsAuxDyn\",\n", + " \"PrimaryVerticesAuxDyn\"\n", + " ]\n", + " ]):\n", + " continue\n", + "\n", + " if k in list_of_branches_to_read:\n", + " continue # already listed in hardcoded branches above\n", + " \n", + " \n", + " if k in branches_to_veto:\n", + " continue\n", + "\n", + " list_of_branches_to_read.append(k)\n", + " size_of_branches += v\n", + " if size_of_branches / file_size > 0.25: # target: 25%\n", + " break\n", + "\n", + "print(f\"fraction of file read with all these branches: {size_of_branches / file_size:.2%}\")\n", + "\n", + "for b in list_of_branches_to_read:\n", + " print(f\"{b}: {size_per_key_in_MB[b] / file_size:.2%}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "c6e69ed1-124a-4391-8911-01674d988ff1", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "['AnalysisJetsAuxDyn.pt',\n", + " 'AnalysisJetsAuxDyn.eta',\n", + " 'AnalysisJetsAuxDyn.phi',\n", + " 'AnalysisJetsAuxDyn.m',\n", + " 'AnalysisElectronsAuxDyn.pt',\n", + " 'AnalysisElectronsAuxDyn.eta',\n", + " 'AnalysisElectronsAuxDyn.phi',\n", + " 'AnalysisElectronsAuxDyn.m',\n", + " 'AnalysisMuonsAuxDyn.pt',\n", + " 'AnalysisMuonsAuxDyn.eta',\n", + " 'AnalysisMuonsAuxDyn.phi',\n", + " 'AnalysisJetsAuxDyn.EnergyPerSampling',\n", + " 'AnalysisJetsAuxDyn.SumPtTrkPt500',\n", + " 'AnalysisJetsAuxDyn.TrackWidthPt1000',\n", + " 'PrimaryVerticesAuxDyn.z',\n", + " 'PrimaryVerticesAuxDyn.x',\n", + " 'PrimaryVerticesAuxDyn.y',\n", + " 'AnalysisJetsAuxDyn.NumTrkPt500',\n", + " 'AnalysisJetsAuxDyn.NumTrkPt1000',\n", + " 'AnalysisJetsAuxDyn.SumPtChargedPFOPt500',\n", + " 'AnalysisJetsAuxDyn.Timing',\n", + " 'AnalysisJetsAuxDyn.JetConstitScaleMomentum_eta',\n", + " 'AnalysisJetsAuxDyn.ActiveArea4vec_eta',\n", + " 'AnalysisJetsAuxDyn.DetectorEta',\n", + " 'AnalysisJetsAuxDyn.JetConstitScaleMomentum_phi',\n", + " 'AnalysisJetsAuxDyn.ActiveArea4vec_phi',\n", + " 'AnalysisJetsAuxDyn.JetConstitScaleMomentum_m',\n", + " 'AnalysisJetsAuxDyn.JetConstitScaleMomentum_pt',\n", + " 'AnalysisJetsAuxDyn.EMFrac',\n", + " 'AnalysisJetsAuxDyn.Width',\n", + " 'AnalysisJetsAuxDyn.ActiveArea4vec_m',\n", + " 'AnalysisJetsAuxDyn.ActiveArea4vec_pt',\n", + " 'AnalysisJetsAuxDyn.DFCommonJets_QGTagger_TracksWidth',\n", + " 'AnalysisJetsAuxDyn.PSFrac',\n", + " 'AnalysisJetsAuxDyn.JVFCorr',\n", + " 'AnalysisJetsAuxDyn.DFCommonJets_QGTagger_TracksC1',\n", + " 'AnalysisJetsAuxDyn.DFCommonJets_fJvt',\n", + " 'AnalysisJetsAuxDyn.DFCommonJets_QGTagger_NTracks',\n", + " 'AnalysisJetsAuxDyn.GhostMuonSegmentCount',\n", + " 'AnalysisMuonsAuxDyn.muonSegmentLinks',\n", + " 'AnalysisMuonsAuxDyn.msOnlyExtrapolatedMuonSpectrometerTrackParticleLink',\n", + " 'AnalysisMuonsAuxDyn.extrapolatedMuonSpectrometerTrackParticleLink',\n", + " 'AnalysisMuonsAuxDyn.inDetTrackParticleLink',\n", + " 'AnalysisMuonsAuxDyn.muonSpectrometerTrackParticleLink',\n", + " 'AnalysisMuonsAuxDyn.momentumBalanceSignificance',\n", + " 'AnalysisMuonsAuxDyn.topoetcone20_CloseByCorr',\n", + " 'AnalysisMuonsAuxDyn.scatteringCurvatureSignificance',\n", + " 'AnalysisMuonsAuxDyn.scatteringNeighbourSignificance',\n", + " 'AnalysisMuonsAuxDyn.neflowisol20_CloseByCorr',\n", + " 'AnalysisMuonsAuxDyn.topoetcone20',\n", + " 'AnalysisMuonsAuxDyn.topoetcone30',\n", + " 'AnalysisMuonsAuxDyn.topoetcone40',\n", + " 'AnalysisMuonsAuxDyn.neflowisol20',\n", + " 'AnalysisMuonsAuxDyn.segmentDeltaEta',\n", + " 'AnalysisMuonsAuxDyn.DFCommonJetDr',\n", + " 'AnalysisMuonsAuxDyn.combinedTrackParticleLink',\n", + " 'AnalysisMuonsAuxDyn.InnerDetectorPt',\n", + " 'AnalysisMuonsAuxDyn.MuonSpectrometerPt',\n", + " 'AnalysisMuonsAuxDyn.clusterLink',\n", + " 'AnalysisMuonsAuxDyn.spectrometerFieldIntegral',\n", + " 'AnalysisElectronsAuxDyn.ambiguityLink',\n", + " 'AnalysisMuonsAuxDyn.EnergyLoss',\n", + " 'AnalysisJetsAuxDyn.NNJvtPass',\n", + " 'AnalysisElectronsAuxDyn.topoetcone20_CloseByCorr',\n", + " 'AnalysisElectronsAuxDyn.topoetcone20ptCorrection',\n", + " 'AnalysisElectronsAuxDyn.topoetcone20',\n", + " 'AnalysisMuonsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVA_pt500_CloseByCorr',\n", + " 'AnalysisElectronsAuxDyn.DFCommonElectronsECIDSResult',\n", + " 'AnalysisElectronsAuxDyn.neflowisol20',\n", + " 'AnalysisMuonsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVA_pt500',\n", + " 'AnalysisMuonsAuxDyn.ptcone40',\n", + " 'AnalysisMuonsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVA_pt1000_CloseByCorr',\n", + " 'AnalysisMuonsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVA_pt1000',\n", + " 'AnalysisMuonsAuxDyn.ptvarcone40',\n", + " 'AnalysisElectronsAuxDyn.f1',\n", + " 'AnalysisMuonsAuxDyn.ptcone20_Nonprompt_All_MaxWeightTTVA_pt500',\n", + " 'PrimaryVerticesAuxDyn.vertexType',\n", + " 'AnalysisMuonsAuxDyn.ptvarcone30',\n", + " 'AnalysisMuonsAuxDyn.ptcone30',\n", + " 'AnalysisMuonsAuxDyn.ptcone20_Nonprompt_All_MaxWeightTTVA_pt1000',\n", + " 'AnalysisElectronsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVALooseCone_pt500',\n", + " 'AnalysisMuonsAuxDyn.CaloLRLikelihood']" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# list for notebook doing the reading\n", + "list_of_branches_to_read" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "aac97446-894f-4f80-9a93-3b64ca7275a2", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "_counter += ak.count_nonzero(events.Jets.pt)\n", + "_counter += ak.count_nonzero(events.Jets.eta)\n", + "_counter += ak.count_nonzero(events.Jets.phi)\n", + "_counter += ak.count_nonzero(events.Jets.m)\n", + "_counter += ak.count_nonzero(events.Electrons.pt)\n", + "_counter += ak.count_nonzero(events.Electrons.eta)\n", + "_counter += ak.count_nonzero(events.Electrons.phi)\n", + "_counter += ak.count_nonzero(events.Electrons.m)\n", + "_counter += ak.count_nonzero(events.Muons.pt)\n", + "_counter += ak.count_nonzero(events.Muons.eta)\n", + "_counter += ak.count_nonzero(events.Muons.phi)\n", + "_counter += ak.count_nonzero(events.Jets.EnergyPerSampling)\n", + "_counter += ak.count_nonzero(events.Jets.SumPtTrkPt500)\n", + "_counter += ak.count_nonzero(events.Jets.TrackWidthPt1000)\n", + "_counter += ak.count_nonzero(events.PrimaryVertices.z)\n", + "_counter += ak.count_nonzero(events.PrimaryVertices.x)\n", + "_counter += ak.count_nonzero(events.PrimaryVertices.y)\n", + "_counter += ak.count_nonzero(events.Jets.NumTrkPt500)\n", + "_counter += ak.count_nonzero(events.Jets.NumTrkPt1000)\n", + "_counter += ak.count_nonzero(events.Jets.SumPtChargedPFOPt500)\n", + "_counter += ak.count_nonzero(events.Jets.Timing)\n", + "_counter += ak.count_nonzero(events.Jets.JetConstitScaleMomentum_eta)\n", + "_counter += ak.count_nonzero(events.Jets.ActiveArea4vec_eta)\n", + "_counter += ak.count_nonzero(events.Jets.DetectorEta)\n", + "_counter += ak.count_nonzero(events.Jets.JetConstitScaleMomentum_phi)\n", + "_counter += ak.count_nonzero(events.Jets.ActiveArea4vec_phi)\n", + "_counter += ak.count_nonzero(events.Jets.JetConstitScaleMomentum_m)\n", + "_counter += ak.count_nonzero(events.Jets.JetConstitScaleMomentum_pt)\n", + "_counter += ak.count_nonzero(events.Jets.EMFrac)\n", + "_counter += ak.count_nonzero(events.Jets.Width)\n", + "_counter += ak.count_nonzero(events.Jets.ActiveArea4vec_m)\n", + "_counter += ak.count_nonzero(events.Jets.ActiveArea4vec_pt)\n", + "_counter += ak.count_nonzero(events.Jets.DFCommonJets_QGTagger_TracksWidth)\n", + "_counter += ak.count_nonzero(events.Jets.PSFrac)\n", + "_counter += ak.count_nonzero(events.Jets.JVFCorr)\n", + "_counter += ak.count_nonzero(events.Jets.DFCommonJets_QGTagger_TracksC1)\n", + "_counter += ak.count_nonzero(events.Jets.DFCommonJets_fJvt)\n", + "_counter += ak.count_nonzero(events.Jets.DFCommonJets_QGTagger_NTracks)\n", + "_counter += ak.count_nonzero(events.Jets.GhostMuonSegmentCount)\n", + "_counter += ak.count_nonzero(events.Muons.muonSegmentLinks['m_persIndex'])\n", + "_counter += ak.count_nonzero(events.Muons.msOnlyExtrapolatedMuonSpectrometerTrackParticleLink['m_persIndex'])\n", + "_counter += ak.count_nonzero(events.Muons.extrapolatedMuonSpectrometerTrackParticleLink['m_persIndex'])\n", + "_counter += ak.count_nonzero(events.Muons.inDetTrackParticleLink['m_persIndex'])\n", + "_counter += ak.count_nonzero(events.Muons.muonSpectrometerTrackParticleLink['m_persIndex'])\n", + "_counter += ak.count_nonzero(events.Muons.momentumBalanceSignificance)\n", + "_counter += ak.count_nonzero(events.Muons.topoetcone20_CloseByCorr)\n", + "_counter += ak.count_nonzero(events.Muons.scatteringCurvatureSignificance)\n", + "_counter += ak.count_nonzero(events.Muons.scatteringNeighbourSignificance)\n", + "_counter += ak.count_nonzero(events.Muons.neflowisol20_CloseByCorr)\n", + "_counter += ak.count_nonzero(events.Muons.topoetcone20)\n", + "_counter += ak.count_nonzero(events.Muons.topoetcone30)\n", + "_counter += ak.count_nonzero(events.Muons.topoetcone40)\n", + "_counter += ak.count_nonzero(events.Muons.neflowisol20)\n", + "_counter += ak.count_nonzero(events.Muons.segmentDeltaEta)\n", + "_counter += ak.count_nonzero(events.Muons.DFCommonJetDr)\n", + "_counter += ak.count_nonzero(events.Muons.combinedTrackParticleLink['m_persIndex'])\n", + "_counter += ak.count_nonzero(events.Muons.InnerDetectorPt)\n", + "_counter += ak.count_nonzero(events.Muons.MuonSpectrometerPt)\n", + "_counter += ak.count_nonzero(events.Muons.clusterLink['m_persIndex'])\n", + "_counter += ak.count_nonzero(events.Muons.spectrometerFieldIntegral)\n", + "_counter += ak.count_nonzero(events.Electrons.ambiguityLink['m_persIndex'])\n", + "_counter += ak.count_nonzero(events.Muons.EnergyLoss)\n", + "_counter += ak.count_nonzero(events.Jets.NNJvtPass)\n", + "_counter += ak.count_nonzero(events.Electrons.topoetcone20_CloseByCorr)\n", + "_counter += ak.count_nonzero(events.Electrons.topoetcone20ptCorrection)\n", + "_counter += ak.count_nonzero(events.Electrons.topoetcone20)\n", + "_counter += ak.count_nonzero(events.Muons.ptvarcone30_Nonprompt_All_MaxWeightTTVA_pt500_CloseByCorr)\n", + "_counter += ak.count_nonzero(events.Electrons.DFCommonElectronsECIDSResult)\n", + "_counter += ak.count_nonzero(events.Electrons.neflowisol20)\n", + "_counter += ak.count_nonzero(events.Muons.ptvarcone30_Nonprompt_All_MaxWeightTTVA_pt500)\n", + "_counter += ak.count_nonzero(events.Muons.ptcone40)\n", + "_counter += ak.count_nonzero(events.Muons.ptvarcone30_Nonprompt_All_MaxWeightTTVA_pt1000_CloseByCorr)\n", + "_counter += ak.count_nonzero(events.Muons.ptvarcone30_Nonprompt_All_MaxWeightTTVA_pt1000)\n", + "_counter += ak.count_nonzero(events.Muons.ptvarcone40)\n", + "_counter += ak.count_nonzero(events.Electrons.f1)\n", + "_counter += ak.count_nonzero(events.Muons.ptcone20_Nonprompt_All_MaxWeightTTVA_pt500)\n", + "_counter += ak.count_nonzero(events.PrimaryVertices.vertexType)\n", + "_counter += ak.count_nonzero(events.Muons.ptvarcone30)\n", + "_counter += ak.count_nonzero(events.Muons.ptcone30)\n", + "_counter += ak.count_nonzero(events.Muons.ptcone20_Nonprompt_All_MaxWeightTTVA_pt1000)\n", + "_counter += ak.count_nonzero(events.Electrons.ptvarcone30_Nonprompt_All_MaxWeightTTVALooseCone_pt500)\n", + "_counter += ak.count_nonzero(events.Muons.CaloLRLikelihood)\n" + ] + } + ], + "source": [ + "# code for dask-awkard with coffea schema\n", + "for branch in list_of_branches_to_read:\n", + " trans = {\"AnalysisJetsAuxDyn\": \"Jets\", \"AnalysisMuonsAuxDyn\": \"Muons\", \"AnalysisElectronsAuxDyn\": \"Electrons\", \"PrimaryVerticesAuxDyn\": \"PrimaryVertices\"}\n", + " for t1, t2 in trans.items():\n", + " branch = branch.replace(t1, t2)\n", + " link_branch_addition = \"['m_persIndex']\" if \"Link\" in branch else \"\"\n", + " print(f\"_counter += ak.count_nonzero(events.{branch}{link_branch_addition})\")" + ] + }, + { + "cell_type": "markdown", + "id": "ffecbf16-cff4-4e0c-bc1e-503fa3b68b21", + "metadata": { + "tags": [] + }, + "source": [ + "## sanity check: load file again, read these branches, ensure we hit the right fraction of the file" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "406c0db6-fd19-46ea-a2af-902596035377", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2.260006 283.192324\n" + ] + } + ], + "source": [ + "import uproot\n", + "\n", + "fname = \"/data/alheld/200gbps-atlas/data18_13TeV.periodAllYear.physics_Main.PhysCont.DAOD_PHYSLITE.grp18_v01_p6026/DAOD_PHYSLITE.37021624._000036.pool.root.1\"\n", + "t = uproot.open({fname: \"CollectionTree\"})\n", + "\n", + "cur_size_in_MB = t.file.source.num_requested_bytes/1000**2 # non-zero at the start (some metadata read)\n", + "\n", + "t.arrays(list_of_branches_to_read)\n", + "\n", + "new_size_in_MB = t.file.source.num_requested_bytes/1000**2\n", + "print(cur_size_in_MB, new_size_in_MB)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "178e4e92-a548-470f-a67c-494bb71f9692", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "0.2500664362281293" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "(new_size_in_MB - cur_size_in_MB) / file_size" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/materialize_branches.ipynb b/materialize_branches.ipynb index 4b13b48..6eccbe6 100644 --- a/materialize_branches.ipynb +++ b/materialize_branches.ipynb @@ -44,8 +44,9 @@ "\n", "warnings.filterwarnings(\"ignore\")\n", "\n", + "from dask.distributed import LocalCluster, Client, progress, performance_report\n", + "\n", "# local: single thread, single worker\n", - "from dask.distributed import LocalCluster, Client, progress\n", "cluster = LocalCluster(n_workers=1, processes=False, threads_per_worker=1)\n", "client = Client(cluster)\n", "\n", @@ -74,9 +75,9 @@ "metadata": {}, "outputs": [], "source": [ - "fname = \"/data/alheld/200gbps-atlas/mc23_13p6TeV.601229.PhPy8EG_A14_ttbar_hdamp258p75_SingleLep.deriv.DAOD_PHYSLITE.e8514_s4162_r14622_p6026/DAOD_PHYSLITE.37223155._000001.pool.root.1\"\n", + "fname = \"/data/alheld/200gbps-atlas/data18_13TeV.periodAllYear.physics_Main.PhysCont.DAOD_PHYSLITE.grp18_v01_p6026/DAOD_PHYSLITE.37021624._000036.pool.root.1\"\n", "treename = \"CollectionTree\"\n", - "# events = NanoEventsFactory.from_root({fname: treename}, schemaclass=PHYSLITESchema).events()" + "events = NanoEventsFactory.from_root({fname: treename}, schemaclass=PHYSLITESchema).events()" ] }, { @@ -100,12 +101,26 @@ " # track number of events\n", " num_events = ak.num(events, axis=0)\n", "\n", - " # this will read around 10% of the file\n", + " # this will read around 25% of data files\n", " # materialize branches, just derive integers from them that will be aggregated to avoid memory issues\n", " _counter = 0\n", + " _counter += ak.count_nonzero(events.Jets.pt)\n", + " _counter += ak.count_nonzero(events.Jets.eta)\n", + " _counter += ak.count_nonzero(events.Jets.phi)\n", + " _counter += ak.count_nonzero(events.Jets.m)\n", + " _counter += ak.count_nonzero(events.Electrons.pt)\n", + " _counter += ak.count_nonzero(events.Electrons.eta)\n", + " _counter += ak.count_nonzero(events.Electrons.phi)\n", + " _counter += ak.count_nonzero(events.Electrons.m)\n", + " _counter += ak.count_nonzero(events.Muons.pt)\n", + " _counter += ak.count_nonzero(events.Muons.eta)\n", + " _counter += ak.count_nonzero(events.Muons.phi)\n", " _counter += ak.count_nonzero(events.Jets.EnergyPerSampling)\n", " _counter += ak.count_nonzero(events.Jets.SumPtTrkPt500)\n", " _counter += ak.count_nonzero(events.Jets.TrackWidthPt1000)\n", + " _counter += ak.count_nonzero(events.PrimaryVertices.z)\n", + " _counter += ak.count_nonzero(events.PrimaryVertices.x)\n", + " _counter += ak.count_nonzero(events.PrimaryVertices.y)\n", " _counter += ak.count_nonzero(events.Jets.NumTrkPt500)\n", " _counter += ak.count_nonzero(events.Jets.NumTrkPt1000)\n", " _counter += ak.count_nonzero(events.Jets.SumPtChargedPFOPt500)\n", @@ -113,28 +128,64 @@ " _counter += ak.count_nonzero(events.Jets.JetConstitScaleMomentum_eta)\n", " _counter += ak.count_nonzero(events.Jets.ActiveArea4vec_eta)\n", " _counter += ak.count_nonzero(events.Jets.DetectorEta)\n", - " _counter += ak.count_nonzero(events.Jets.eta)\n", " _counter += ak.count_nonzero(events.Jets.JetConstitScaleMomentum_phi)\n", " _counter += ak.count_nonzero(events.Jets.ActiveArea4vec_phi)\n", - " _counter += ak.count_nonzero(events.Jets.phi)\n", " _counter += ak.count_nonzero(events.Jets.JetConstitScaleMomentum_m)\n", " _counter += ak.count_nonzero(events.Jets.JetConstitScaleMomentum_pt)\n", - " _counter += ak.count_nonzero(events.Jets.Width)\n", " _counter += ak.count_nonzero(events.Jets.EMFrac)\n", - " _counter += ak.count_nonzero(events.Jets.pt)\n", - " _counter += ak.count_nonzero(events.Jets.m)\n", + " _counter += ak.count_nonzero(events.Jets.Width)\n", " _counter += ak.count_nonzero(events.Jets.ActiveArea4vec_m)\n", " _counter += ak.count_nonzero(events.Jets.ActiveArea4vec_pt)\n", " _counter += ak.count_nonzero(events.Jets.DFCommonJets_QGTagger_TracksWidth)\n", + " _counter += ak.count_nonzero(events.Jets.PSFrac)\n", " _counter += ak.count_nonzero(events.Jets.JVFCorr)\n", " _counter += ak.count_nonzero(events.Jets.DFCommonJets_QGTagger_TracksC1)\n", - " _counter += ak.count_nonzero(events.Jets.PSFrac)\n", - " _counter += ak.count_nonzero(events.Jets.DFCommonJets_QGTagger_NTracks)\n", " _counter += ak.count_nonzero(events.Jets.DFCommonJets_fJvt)\n", - " _counter += ak.count_nonzero(events.Jets.PartonTruthLabelID)\n", - " _counter += ak.count_nonzero(events.Jets.HadronConeExclExtendedTruthLabelID)\n", - " _counter += ak.count_nonzero(events.Jets.ConeTruthLabelID)\n", - " _counter += ak.count_nonzero(events.Jets.HadronConeExclTruthLabelID)\n", + " _counter += ak.count_nonzero(events.Jets.DFCommonJets_QGTagger_NTracks)\n", + " _counter += ak.count_nonzero(events.Jets.GhostMuonSegmentCount)\n", + " _counter += ak.count_nonzero(events.Muons.muonSegmentLinks['m_persIndex'])\n", + " _counter += ak.count_nonzero(events.Muons.msOnlyExtrapolatedMuonSpectrometerTrackParticleLink['m_persIndex'])\n", + " _counter += ak.count_nonzero(events.Muons.extrapolatedMuonSpectrometerTrackParticleLink['m_persIndex'])\n", + " _counter += ak.count_nonzero(events.Muons.inDetTrackParticleLink['m_persIndex'])\n", + " _counter += ak.count_nonzero(events.Muons.muonSpectrometerTrackParticleLink['m_persIndex'])\n", + " _counter += ak.count_nonzero(events.Muons.momentumBalanceSignificance)\n", + " _counter += ak.count_nonzero(events.Muons.topoetcone20_CloseByCorr)\n", + " _counter += ak.count_nonzero(events.Muons.scatteringCurvatureSignificance)\n", + " _counter += ak.count_nonzero(events.Muons.scatteringNeighbourSignificance)\n", + " _counter += ak.count_nonzero(events.Muons.neflowisol20_CloseByCorr)\n", + " _counter += ak.count_nonzero(events.Muons.topoetcone20)\n", + " _counter += ak.count_nonzero(events.Muons.topoetcone30)\n", + " _counter += ak.count_nonzero(events.Muons.topoetcone40)\n", + " _counter += ak.count_nonzero(events.Muons.neflowisol20)\n", + " _counter += ak.count_nonzero(events.Muons.segmentDeltaEta)\n", + " _counter += ak.count_nonzero(events.Muons.DFCommonJetDr)\n", + " _counter += ak.count_nonzero(events.Muons.combinedTrackParticleLink['m_persIndex'])\n", + " _counter += ak.count_nonzero(events.Muons.InnerDetectorPt)\n", + " _counter += ak.count_nonzero(events.Muons.MuonSpectrometerPt)\n", + " _counter += ak.count_nonzero(events.Muons.clusterLink['m_persIndex'])\n", + " _counter += ak.count_nonzero(events.Muons.spectrometerFieldIntegral)\n", + " _counter += ak.count_nonzero(events.Electrons.ambiguityLink['m_persIndex'])\n", + " _counter += ak.count_nonzero(events.Muons.EnergyLoss)\n", + " _counter += ak.count_nonzero(events.Jets.NNJvtPass)\n", + " _counter += ak.count_nonzero(events.Electrons.topoetcone20_CloseByCorr)\n", + " _counter += ak.count_nonzero(events.Electrons.topoetcone20ptCorrection)\n", + " _counter += ak.count_nonzero(events.Electrons.topoetcone20)\n", + " _counter += ak.count_nonzero(events.Muons.ptvarcone30_Nonprompt_All_MaxWeightTTVA_pt500_CloseByCorr)\n", + " _counter += ak.count_nonzero(events.Electrons.DFCommonElectronsECIDSResult)\n", + " _counter += ak.count_nonzero(events.Electrons.neflowisol20)\n", + " _counter += ak.count_nonzero(events.Muons.ptvarcone30_Nonprompt_All_MaxWeightTTVA_pt500)\n", + " _counter += ak.count_nonzero(events.Muons.ptcone40)\n", + " _counter += ak.count_nonzero(events.Muons.ptvarcone30_Nonprompt_All_MaxWeightTTVA_pt1000_CloseByCorr)\n", + " _counter += ak.count_nonzero(events.Muons.ptvarcone30_Nonprompt_All_MaxWeightTTVA_pt1000)\n", + " _counter += ak.count_nonzero(events.Muons.ptvarcone40)\n", + " _counter += ak.count_nonzero(events.Electrons.f1)\n", + " _counter += ak.count_nonzero(events.Muons.ptcone20_Nonprompt_All_MaxWeightTTVA_pt500)\n", + " _counter += ak.count_nonzero(events.PrimaryVertices.vertexType)\n", + " _counter += ak.count_nonzero(events.Muons.ptvarcone30)\n", + " _counter += ak.count_nonzero(events.Muons.ptcone30)\n", + " _counter += ak.count_nonzero(events.Muons.ptcone20_Nonprompt_All_MaxWeightTTVA_pt1000)\n", + " _counter += ak.count_nonzero(events.Electrons.ptvarcone30_Nonprompt_All_MaxWeightTTVALooseCone_pt500)\n", + " _counter += ak.count_nonzero(events.Muons.CaloLRLikelihood)\n", "\n", " return {\"nevts\": num_events, \"_counter\": _counter}" ] @@ -144,7 +195,7 @@ "id": "f7f24e12-3fd8-481c-8318-7f9277f72c50", "metadata": {}, "source": [ - "just run over a local ttbar file here as an example" + "just run over a local data file here as an example" ] }, { @@ -158,7 +209,7 @@ { "data": { "text/plain": [ - "{'ttbar': {'files': {'/data/alheld/200gbps-atlas/mc23_13p6TeV.601229.PhPy8EG_A14_ttbar_hdamp258p75_SingleLep.deriv.DAOD_PHYSLITE.e8514_s4162_r14622_p6026/DAOD_PHYSLITE.37223155._000001.pool.root.1': 'CollectionTree'}}}" + "{'data': {'files': {'/data/alheld/200gbps-atlas/data18_13TeV.periodAllYear.physics_Main.PhysCont.DAOD_PHYSLITE.grp18_v01_p6026/DAOD_PHYSLITE.37021624._000036.pool.root.1': 'CollectionTree'}}}" ] }, "execution_count": 4, @@ -167,7 +218,7 @@ } ], "source": [ - "fileset = {\"ttbar\": {\"files\": {fname: treename}}}\n", + "fileset = {\"data\": {\"files\": {fname: treename}}}\n", "fileset" ] }, @@ -183,8 +234,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "CPU times: user 1.25 s, sys: 48.7 ms, total: 1.29 s\n", - "Wall time: 1.28 s\n" + "CPU times: user 1.17 s, sys: 25.1 ms, total: 1.2 s\n", + "Wall time: 1.18 s\n" ] } ], @@ -201,51 +252,92 @@ "metadata": {}, "outputs": [], "source": [ - "def filter_name(name):\n", - " return name in [\n", - " \"AnalysisJetsAuxDyn.EnergyPerSampling\",\n", - " \"AnalysisJetsAuxDyn.SumPtTrkPt500\",\n", - " \"AnalysisJetsAuxDyn.TrackWidthPt1000\",\n", - " \"AnalysisJetsAuxDyn.NumTrkPt500\",\n", - " \"AnalysisJetsAuxDyn.NumTrkPt1000\",\n", - " \"AnalysisJetsAuxDyn.SumPtChargedPFOPt500\",\n", - " \"AnalysisJetsAuxDyn.Timing\",\n", - " \"AnalysisJetsAuxDyn.JetConstitScaleMomentum_eta\",\n", - " \"AnalysisJetsAuxDyn.ActiveArea4vec_eta\",\n", - " \"AnalysisJetsAuxDyn.DetectorEta\",\n", - " \"AnalysisJetsAuxDyn.eta\",\n", - " \"AnalysisJetsAuxDyn.JetConstitScaleMomentum_phi\",\n", - " \"AnalysisJetsAuxDyn.ActiveArea4vec_phi\",\n", - " \"AnalysisJetsAuxDyn.phi\",\n", - " \"AnalysisJetsAuxDyn.JetConstitScaleMomentum_m\",\n", - " \"AnalysisJetsAuxDyn.JetConstitScaleMomentum_pt\",\n", - " \"AnalysisJetsAuxDyn.Width\",\n", - " \"AnalysisJetsAuxDyn.EMFrac\",\n", - " \"AnalysisJetsAuxDyn.pt\",\n", - " \"AnalysisJetsAuxDyn.m\",\n", - " \"AnalysisJetsAuxDyn.ActiveArea4vec_m\",\n", - " \"AnalysisJetsAuxDyn.ActiveArea4vec_pt\",\n", - " \"AnalysisJetsAuxDyn.DFCommonJets_QGTagger_TracksWidth\",\n", - " \"AnalysisJetsAuxDyn.JVFCorr\",\n", - " \"AnalysisJetsAuxDyn.DFCommonJets_QGTagger_TracksC1\",\n", - " \"AnalysisJetsAuxDyn.PSFrac\",\n", - " \"AnalysisJetsAuxDyn.DFCommonJets_QGTagger_NTracks\",\n", - " \"AnalysisJetsAuxDyn.DFCommonJets_fJvt\",\n", - " \"AnalysisJetsAuxDyn.PartonTruthLabelID\",\n", - " \"AnalysisJetsAuxDyn.HadronConeExclExtendedTruthLabelID\",\n", - " \"AnalysisJetsAuxDyn.ConeTruthLabelID\",\n", - " \"AnalysisJetsAuxDyn.HadronConeExclTruthLabelID\",\n", - " \"AnalysisJetsAuxDyn.truthParticleLink\",\n", - " \"AnalysisJetsAuxDyn.firstEgMotherTruthParticleLink\",\n", - " \"AnalysisJetsAuxDyn.momentumBalanceSignificance\",\n", - " \"AnalysisJetsAuxDyn.topoetcone20_CloseByCorr\",\n", - " \"AnalysisJetsAuxDyn.scatteringCurvatureSignificance\",\n", - " \"AnalysisJetsAuxDyn.neflowisol20_CloseByCorr\",\n", - " \"AnalysisJetsAuxDyn.scatteringNeighbourSignificance\",\n", - " \"AnalysisJetsAuxDyn.topoetcone20\",\n", - " \"AnalysisJetsAuxDyn.topoetcone30\",\n", - " \"AnalysisJetsAuxDyn.topoetcone40\",\n", - " ]" + "BRANCH_LIST = [\n", + " \"AnalysisJetsAuxDyn.pt\",\n", + " \"AnalysisJetsAuxDyn.eta\",\n", + " \"AnalysisJetsAuxDyn.phi\",\n", + " \"AnalysisJetsAuxDyn.m\",\n", + " \"AnalysisElectronsAuxDyn.pt\",\n", + " \"AnalysisElectronsAuxDyn.eta\",\n", + " \"AnalysisElectronsAuxDyn.phi\",\n", + " \"AnalysisElectronsAuxDyn.m\",\n", + " \"AnalysisMuonsAuxDyn.pt\",\n", + " \"AnalysisMuonsAuxDyn.eta\",\n", + " \"AnalysisMuonsAuxDyn.phi\",\n", + " \"AnalysisJetsAuxDyn.EnergyPerSampling\",\n", + " \"AnalysisJetsAuxDyn.SumPtTrkPt500\",\n", + " \"AnalysisJetsAuxDyn.TrackWidthPt1000\",\n", + " \"PrimaryVerticesAuxDyn.z\",\n", + " \"PrimaryVerticesAuxDyn.x\",\n", + " \"PrimaryVerticesAuxDyn.y\",\n", + " \"AnalysisJetsAuxDyn.NumTrkPt500\",\n", + " \"AnalysisJetsAuxDyn.NumTrkPt1000\",\n", + " \"AnalysisJetsAuxDyn.SumPtChargedPFOPt500\",\n", + " \"AnalysisJetsAuxDyn.Timing\",\n", + " \"AnalysisJetsAuxDyn.JetConstitScaleMomentum_eta\",\n", + " \"AnalysisJetsAuxDyn.ActiveArea4vec_eta\",\n", + " \"AnalysisJetsAuxDyn.DetectorEta\",\n", + " \"AnalysisJetsAuxDyn.JetConstitScaleMomentum_phi\",\n", + " \"AnalysisJetsAuxDyn.ActiveArea4vec_phi\",\n", + " \"AnalysisJetsAuxDyn.JetConstitScaleMomentum_m\",\n", + " \"AnalysisJetsAuxDyn.JetConstitScaleMomentum_pt\",\n", + " \"AnalysisJetsAuxDyn.EMFrac\",\n", + " \"AnalysisJetsAuxDyn.Width\",\n", + " \"AnalysisJetsAuxDyn.ActiveArea4vec_m\",\n", + " \"AnalysisJetsAuxDyn.ActiveArea4vec_pt\",\n", + " \"AnalysisJetsAuxDyn.DFCommonJets_QGTagger_TracksWidth\",\n", + " \"AnalysisJetsAuxDyn.PSFrac\",\n", + " \"AnalysisJetsAuxDyn.JVFCorr\",\n", + " \"AnalysisJetsAuxDyn.DFCommonJets_QGTagger_TracksC1\",\n", + " \"AnalysisJetsAuxDyn.DFCommonJets_fJvt\",\n", + " \"AnalysisJetsAuxDyn.DFCommonJets_QGTagger_NTracks\",\n", + " \"AnalysisJetsAuxDyn.GhostMuonSegmentCount\",\n", + " \"AnalysisMuonsAuxDyn.muonSegmentLinks\",\n", + " \"AnalysisMuonsAuxDyn.msOnlyExtrapolatedMuonSpectrometerTrackParticleLink\",\n", + " \"AnalysisMuonsAuxDyn.extrapolatedMuonSpectrometerTrackParticleLink\",\n", + " \"AnalysisMuonsAuxDyn.inDetTrackParticleLink\",\n", + " \"AnalysisMuonsAuxDyn.muonSpectrometerTrackParticleLink\",\n", + " \"AnalysisMuonsAuxDyn.momentumBalanceSignificance\",\n", + " \"AnalysisMuonsAuxDyn.topoetcone20_CloseByCorr\",\n", + " \"AnalysisMuonsAuxDyn.scatteringCurvatureSignificance\",\n", + " \"AnalysisMuonsAuxDyn.scatteringNeighbourSignificance\",\n", + " \"AnalysisMuonsAuxDyn.neflowisol20_CloseByCorr\",\n", + " \"AnalysisMuonsAuxDyn.topoetcone20\",\n", + " \"AnalysisMuonsAuxDyn.topoetcone30\",\n", + " \"AnalysisMuonsAuxDyn.topoetcone40\",\n", + " \"AnalysisMuonsAuxDyn.neflowisol20\",\n", + " \"AnalysisMuonsAuxDyn.segmentDeltaEta\",\n", + " \"AnalysisMuonsAuxDyn.DFCommonJetDr\",\n", + " \"AnalysisMuonsAuxDyn.combinedTrackParticleLink\",\n", + " \"AnalysisMuonsAuxDyn.InnerDetectorPt\",\n", + " \"AnalysisMuonsAuxDyn.MuonSpectrometerPt\",\n", + " \"AnalysisMuonsAuxDyn.clusterLink\",\n", + " \"AnalysisMuonsAuxDyn.spectrometerFieldIntegral\",\n", + " \"AnalysisElectronsAuxDyn.ambiguityLink\",\n", + " \"AnalysisMuonsAuxDyn.EnergyLoss\",\n", + " \"AnalysisJetsAuxDyn.NNJvtPass\",\n", + " \"AnalysisElectronsAuxDyn.topoetcone20_CloseByCorr\",\n", + " \"AnalysisElectronsAuxDyn.topoetcone20ptCorrection\",\n", + " \"AnalysisElectronsAuxDyn.topoetcone20\",\n", + " \"AnalysisMuonsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVA_pt500_CloseByCorr\",\n", + " \"AnalysisElectronsAuxDyn.DFCommonElectronsECIDSResult\",\n", + " \"AnalysisElectronsAuxDyn.neflowisol20\",\n", + " \"AnalysisMuonsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVA_pt500\",\n", + " \"AnalysisMuonsAuxDyn.ptcone40\",\n", + " \"AnalysisMuonsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVA_pt1000_CloseByCorr\",\n", + " \"AnalysisMuonsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVA_pt1000\",\n", + " \"AnalysisMuonsAuxDyn.ptvarcone40\",\n", + " \"AnalysisElectronsAuxDyn.f1\",\n", + " \"AnalysisMuonsAuxDyn.ptcone20_Nonprompt_All_MaxWeightTTVA_pt500\",\n", + " \"PrimaryVerticesAuxDyn.vertexType\",\n", + " \"AnalysisMuonsAuxDyn.ptvarcone30\",\n", + " \"AnalysisMuonsAuxDyn.ptcone30\",\n", + " \"AnalysisMuonsAuxDyn.ptcone20_Nonprompt_All_MaxWeightTTVA_pt1000\",\n", + " \"AnalysisElectronsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVALooseCone_pt500\",\n", + " \"AnalysisMuonsAuxDyn.CaloLRLikelihood\"\n", + "]\n", + "\n", + "filter_name = lambda name: name in BRANCH_LIST" ] }, { @@ -260,8 +352,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "CPU times: user 3.1 s, sys: 72.8 ms, total: 3.18 s\n", - "Wall time: 3.15 s\n" + "CPU times: user 2.15 s, sys: 34.3 ms, total: 2.18 s\n", + "Wall time: 2.16 s\n" ] } ], @@ -295,10 +387,10 @@ "name": "stdout", "output_type": "stream", "text": [ - "total time spent in uproot reading data: 13.00 s\n", - "wall time: 13.74s\n", - "CPU times: user 7.73 s, sys: 6.28 s, total: 14 s\n", - "Wall time: 13.7 s\n" + "total time spent in uproot reading data: 65.92 s\n", + "wall time: 69.24s\n", + "CPU times: user 30.3 s, sys: 40.3 s, total: 1min 10s\n", + "Wall time: 1min 9s\n" ] } ], @@ -306,7 +398,8 @@ "%%time\n", "# execute\n", "t0 = time.perf_counter()\n", - "((out, report),) = dask.compute(tasks) # feels strange that this is a tuple-of-tuple\n", + "with performance_report(filename=\"dask-report.html\"):\n", + " ((out, report),) = dask.compute(tasks) # feels strange that this is a tuple-of-tuple\n", "t1 = time.perf_counter()\n", "\n", "print(f\"total time spent in uproot reading data: {ak.sum([v['duration'] for v in report.values()]):.2f} s\")\n", @@ -316,48 +409,6 @@ { "cell_type": "code", "execution_count": 9, - "id": "cd336cbb-22a1-45f8-9f85-e18326065c23", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "{'ttbar': {'nevts': 30000, '_counter': 20461220}}" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "out" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "07f42084-1139-48e6-95c3-b7f9217033a8", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "event rate: 2.18 kHz\n" - ] - } - ], - "source": [ - "event_rate = out[\"ttbar\"][\"nevts\"] / (t1-t0)\n", - "print(f\"event rate: {event_rate / 1_000:.2f} kHz\")" - ] - }, - { - "cell_type": "code", - "execution_count": 11, "id": "bb47e9e5-57ea-4385-b8f8-b2a22ded030e", "metadata": {}, "outputs": [ @@ -365,30 +416,53 @@ "name": "stdout", "output_type": "stream", "text": [ - "read 84.67 MB\n" + "output: {'data': {'nevts': 127482, '_counter': 97995532}}\n", + "\n", + "performance metrics:\n", + " - event rate: 1.84 kHz\n", + " - read 409.56 MB in 69.24 s -> 5.92 MBps (need to scale by x4226 to reach 200 Gbps)\n" ] } ], "source": [ - "# need uproot>=5.3.2 to get more useful performance stats\n", + "print(f\"output: {out}\")\n", + "\n", + "print(\"\\nperformance metrics:\")\n", + "\n", + "event_rate = out[\"data\"][\"nevts\"] / (t1-t0)\n", + "print(f\" - event rate: {event_rate / 1_000:.2f} kHz\")\n", "\n", - "print(f\"read {sum(report['ttbar']['performance_counters']['num_requested_bytes']) / 1_000**2:.2f} MB\")" + "# need uproot>=5.3.2 to get these useful performance stats\n", + "read_MB = sum(report['data']['performance_counters']['num_requested_bytes']) / 1_000**2\n", + "rate_Mbs = read_MB / (t1-t0)\n", + "print(f\" - read {read_MB:.2f} MB in {t1-t0:.2f} s -> {rate_Mbs:.2f} MBps (need to scale by x{200/8/rate_Mbs*1000:.0f} to reach 200 Gbps)\")" ] }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 10, "id": "51fb1ab6-0be4-4b99-942a-c1b53eda5639", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "{'from-uproot-ca17f7245124d5cfc0a5420e734b90c3': frozenset({'AnalysisJetsAuxDyn.ActiveArea4vec_eta',\n", + "{'from-uproot-a425e4500d963f22bf8285371d571b32': frozenset({'AnalysisElectronsAuxDyn.DFCommonElectronsECIDSResult',\n", + " 'AnalysisElectronsAuxDyn.ambiguityLink',\n", + " 'AnalysisElectronsAuxDyn.eta',\n", + " 'AnalysisElectronsAuxDyn.f1',\n", + " 'AnalysisElectronsAuxDyn.m',\n", + " 'AnalysisElectronsAuxDyn.neflowisol20',\n", + " 'AnalysisElectronsAuxDyn.phi',\n", + " 'AnalysisElectronsAuxDyn.pt',\n", + " 'AnalysisElectronsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVALooseCone_pt500',\n", + " 'AnalysisElectronsAuxDyn.topoetcone20',\n", + " 'AnalysisElectronsAuxDyn.topoetcone20_CloseByCorr',\n", + " 'AnalysisElectronsAuxDyn.topoetcone20ptCorrection',\n", + " 'AnalysisJetsAuxDyn.ActiveArea4vec_eta',\n", " 'AnalysisJetsAuxDyn.ActiveArea4vec_m',\n", " 'AnalysisJetsAuxDyn.ActiveArea4vec_phi',\n", " 'AnalysisJetsAuxDyn.ActiveArea4vec_pt',\n", - " 'AnalysisJetsAuxDyn.ConeTruthLabelID',\n", " 'AnalysisJetsAuxDyn.DFCommonJets_QGTagger_NTracks',\n", " 'AnalysisJetsAuxDyn.DFCommonJets_QGTagger_TracksC1',\n", " 'AnalysisJetsAuxDyn.DFCommonJets_QGTagger_TracksWidth',\n", @@ -396,17 +470,16 @@ " 'AnalysisJetsAuxDyn.DetectorEta',\n", " 'AnalysisJetsAuxDyn.EMFrac',\n", " 'AnalysisJetsAuxDyn.EnergyPerSampling',\n", - " 'AnalysisJetsAuxDyn.HadronConeExclExtendedTruthLabelID',\n", - " 'AnalysisJetsAuxDyn.HadronConeExclTruthLabelID',\n", + " 'AnalysisJetsAuxDyn.GhostMuonSegmentCount',\n", " 'AnalysisJetsAuxDyn.JVFCorr',\n", " 'AnalysisJetsAuxDyn.JetConstitScaleMomentum_eta',\n", " 'AnalysisJetsAuxDyn.JetConstitScaleMomentum_m',\n", " 'AnalysisJetsAuxDyn.JetConstitScaleMomentum_phi',\n", " 'AnalysisJetsAuxDyn.JetConstitScaleMomentum_pt',\n", + " 'AnalysisJetsAuxDyn.NNJvtPass',\n", " 'AnalysisJetsAuxDyn.NumTrkPt1000',\n", " 'AnalysisJetsAuxDyn.NumTrkPt500',\n", " 'AnalysisJetsAuxDyn.PSFrac',\n", - " 'AnalysisJetsAuxDyn.PartonTruthLabelID',\n", " 'AnalysisJetsAuxDyn.SumPtChargedPFOPt500',\n", " 'AnalysisJetsAuxDyn.SumPtTrkPt500',\n", " 'AnalysisJetsAuxDyn.Timing',\n", @@ -415,10 +488,50 @@ " 'AnalysisJetsAuxDyn.eta',\n", " 'AnalysisJetsAuxDyn.m',\n", " 'AnalysisJetsAuxDyn.phi',\n", - " 'AnalysisJetsAuxDyn.pt'})}" + " 'AnalysisJetsAuxDyn.pt',\n", + " 'AnalysisMuonsAuxDyn.CaloLRLikelihood',\n", + " 'AnalysisMuonsAuxDyn.DFCommonJetDr',\n", + " 'AnalysisMuonsAuxDyn.EnergyLoss',\n", + " 'AnalysisMuonsAuxDyn.InnerDetectorPt',\n", + " 'AnalysisMuonsAuxDyn.MuonSpectrometerPt',\n", + " 'AnalysisMuonsAuxDyn.clusterLink',\n", + " 'AnalysisMuonsAuxDyn.combinedTrackParticleLink',\n", + " 'AnalysisMuonsAuxDyn.eta',\n", + " 'AnalysisMuonsAuxDyn.extrapolatedMuonSpectrometerTrackParticleLink',\n", + " 'AnalysisMuonsAuxDyn.inDetTrackParticleLink',\n", + " 'AnalysisMuonsAuxDyn.momentumBalanceSignificance',\n", + " 'AnalysisMuonsAuxDyn.msOnlyExtrapolatedMuonSpectrometerTrackParticleLink',\n", + " 'AnalysisMuonsAuxDyn.muonSegmentLinks',\n", + " 'AnalysisMuonsAuxDyn.muonSpectrometerTrackParticleLink',\n", + " 'AnalysisMuonsAuxDyn.neflowisol20',\n", + " 'AnalysisMuonsAuxDyn.neflowisol20_CloseByCorr',\n", + " 'AnalysisMuonsAuxDyn.phi',\n", + " 'AnalysisMuonsAuxDyn.pt',\n", + " 'AnalysisMuonsAuxDyn.ptcone20_Nonprompt_All_MaxWeightTTVA_pt1000',\n", + " 'AnalysisMuonsAuxDyn.ptcone20_Nonprompt_All_MaxWeightTTVA_pt500',\n", + " 'AnalysisMuonsAuxDyn.ptcone30',\n", + " 'AnalysisMuonsAuxDyn.ptcone40',\n", + " 'AnalysisMuonsAuxDyn.ptvarcone30',\n", + " 'AnalysisMuonsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVA_pt1000',\n", + " 'AnalysisMuonsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVA_pt1000_CloseByCorr',\n", + " 'AnalysisMuonsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVA_pt500',\n", + " 'AnalysisMuonsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVA_pt500_CloseByCorr',\n", + " 'AnalysisMuonsAuxDyn.ptvarcone40',\n", + " 'AnalysisMuonsAuxDyn.scatteringCurvatureSignificance',\n", + " 'AnalysisMuonsAuxDyn.scatteringNeighbourSignificance',\n", + " 'AnalysisMuonsAuxDyn.segmentDeltaEta',\n", + " 'AnalysisMuonsAuxDyn.spectrometerFieldIntegral',\n", + " 'AnalysisMuonsAuxDyn.topoetcone20',\n", + " 'AnalysisMuonsAuxDyn.topoetcone20_CloseByCorr',\n", + " 'AnalysisMuonsAuxDyn.topoetcone30',\n", + " 'AnalysisMuonsAuxDyn.topoetcone40',\n", + " 'PrimaryVerticesAuxDyn.vertexType',\n", + " 'PrimaryVerticesAuxDyn.x',\n", + " 'PrimaryVerticesAuxDyn.y',\n", + " 'PrimaryVerticesAuxDyn.z'})}" ] }, - "execution_count": 12, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" } @@ -430,88 +543,198 @@ }, { "cell_type": "markdown", - "id": "d083e1b1-76b6-40cd-8602-215e652a1ca5", + "id": "5e95cec3-d919-4973-9989-e343f6745199", "metadata": {}, "source": [ - "### non-coffea / non-Dask version to compare" + "## sanity check: read those columns without any Dask / coffea, compare footprint" ] }, { "cell_type": "code", - "execution_count": 13, - "id": "5acaa518-16e2-444b-b086-d778fb096163", + "execution_count": 11, + "id": "49190b2a-0953-48b1-b56a-83b6e8298cfd", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "reading 1 branch(es)\n", - "read 8.67 MB in 0.83 s\n", - "reading 5 branch(es)\n", - "read 26.30 MB in 4.19 s\n", - "reading 9 branch(es)\n", - "read 31.79 MB in 5.96 s\n", - "reading 13 branch(es)\n", - "read 36.85 MB in 6.02 s\n", - "reading 17 branch(es)\n", - "read 41.77 MB in 5.97 s\n", - "reading 21 branch(es)\n", - "read 46.57 MB in 6.24 s\n", - "reading 25 branch(es)\n", - "read 50.69 MB in 6.03 s\n", - "reading 29 branch(es)\n", - "read 52.71 MB in 6.44 s\n", - "reading 32 branch(es)\n", - "read 53.44 MB in 6.57 s\n" + "2.260006 283.192324\n" ] } ], "source": [ - "BRANCH_LIST = [\n", - " \"AnalysisJetsAuxDyn.EnergyPerSampling\",\n", - " \"AnalysisJetsAuxDyn.SumPtTrkPt500\",\n", - " \"AnalysisJetsAuxDyn.TrackWidthPt1000\",\n", - " \"AnalysisJetsAuxDyn.NumTrkPt500\",\n", - " \"AnalysisJetsAuxDyn.NumTrkPt1000\",\n", - " \"AnalysisJetsAuxDyn.SumPtChargedPFOPt500\",\n", - " \"AnalysisJetsAuxDyn.Timing\",\n", - " \"AnalysisJetsAuxDyn.JetConstitScaleMomentum_eta\",\n", - " \"AnalysisJetsAuxDyn.ActiveArea4vec_eta\",\n", - " \"AnalysisJetsAuxDyn.DetectorEta\",\n", - " \"AnalysisJetsAuxDyn.eta\",\n", - " \"AnalysisJetsAuxDyn.JetConstitScaleMomentum_phi\",\n", - " \"AnalysisJetsAuxDyn.ActiveArea4vec_phi\",\n", - " \"AnalysisJetsAuxDyn.phi\",\n", - " \"AnalysisJetsAuxDyn.JetConstitScaleMomentum_m\",\n", - " \"AnalysisJetsAuxDyn.JetConstitScaleMomentum_pt\",\n", - " \"AnalysisJetsAuxDyn.Width\",\n", - " \"AnalysisJetsAuxDyn.EMFrac\",\n", - " \"AnalysisJetsAuxDyn.pt\",\n", - " \"AnalysisJetsAuxDyn.m\",\n", - " \"AnalysisJetsAuxDyn.ActiveArea4vec_m\",\n", - " \"AnalysisJetsAuxDyn.ActiveArea4vec_pt\",\n", - " \"AnalysisJetsAuxDyn.DFCommonJets_QGTagger_TracksWidth\",\n", - " \"AnalysisJetsAuxDyn.JVFCorr\",\n", - " \"AnalysisJetsAuxDyn.DFCommonJets_QGTagger_TracksC1\",\n", - " \"AnalysisJetsAuxDyn.PSFrac\",\n", - " \"AnalysisJetsAuxDyn.DFCommonJets_QGTagger_NTracks\",\n", - " \"AnalysisJetsAuxDyn.DFCommonJets_fJvt\",\n", - " \"AnalysisJetsAuxDyn.PartonTruthLabelID\",\n", - " \"AnalysisJetsAuxDyn.HadronConeExclExtendedTruthLabelID\",\n", - " \"AnalysisJetsAuxDyn.ConeTruthLabelID\",\n", - " \"AnalysisJetsAuxDyn.HadronConeExclTruthLabelID\"\n", - "]\n", + "branches_touched = list(list(dak.report_necessary_columns(tasks).values())[0])\n", + "\n", + "t = uproot.open({fname: \"CollectionTree\"})\n", + "\n", + "initial_size_in_MB = t.file.source.num_requested_bytes/1000**2 # non-zero at the start (some metadata read)\n", "\n", - "def filter_name(name):\n", - " return name in BRANCH_LIST\n", + "t.arrays(branches_touched)\n", "\n", + "new_size_in_MB = t.file.source.num_requested_bytes/1000**2\n", + "print(initial_size_in_MB, new_size_in_MB)" + ] + }, + { + "cell_type": "markdown", + "id": "0e4f9b10-ece8-4a8b-bf39-b3994cb78bcb", + "metadata": {}, + "source": [ + "This should match the numbers reported above through coffea, but it currently does not! This needs to be understood." + ] + }, + { + "cell_type": "markdown", + "id": "d083e1b1-76b6-40cd-8602-215e652a1ca5", + "metadata": {}, + "source": [ + "## rest of the notebook: non-Dask / non-coffea local tests for performance comparisons" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "5acaa518-16e2-444b-b086-d778fb096163", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "AnalysisJetsAuxDyn.pt : 249 ms\t\t 5.03 MB\t\t 20.2 MB/s\n", + "AnalysisJetsAuxDyn.eta : 251 ms\t\t 5.25 MB\t\t 20.9 MB/s\n", + "AnalysisJetsAuxDyn.phi : 248 ms\t\t 5.24 MB\t\t 21.1 MB/s\n", + "AnalysisJetsAuxDyn.m : 248 ms\t\t 5.05 MB\t\t 20.4 MB/s\n", + "AnalysisElectronsAuxDyn.pt : 367 ms\t\t 0.67 MB\t\t 1.8 MB/s\n", + "AnalysisElectronsAuxDyn.eta : 371 ms\t\t 0.68 MB\t\t 1.8 MB/s\n", + "AnalysisElectronsAuxDyn.phi : 372 ms\t\t 0.68 MB\t\t 1.8 MB/s\n", + "AnalysisElectronsAuxDyn.m : 373 ms\t\t 0.43 MB\t\t 1.2 MB/s\n", + "AnalysisMuonsAuxDyn.pt : 377 ms\t\t 0.74 MB\t\t 2.0 MB/s\n", + "AnalysisMuonsAuxDyn.eta : 377 ms\t\t 0.75 MB\t\t 2.0 MB/s\n", + "AnalysisMuonsAuxDyn.phi : 374 ms\t\t 0.75 MB\t\t 2.0 MB/s\n", + "AnalysisJetsAuxDyn.EnergyPerSampling : 1982 ms\t\t38.83 MB\t\t 19.6 MB/s\n", + "AnalysisJetsAuxDyn.SumPtTrkPt500 : 2107 ms\t\t30.52 MB\t\t 14.5 MB/s\n", + "AnalysisJetsAuxDyn.TrackWidthPt1000 : 1999 ms\t\t17.00 MB\t\t 8.5 MB/s\n", + "PrimaryVerticesAuxDyn.z : 324 ms\t\t13.11 MB\t\t 40.4 MB/s\n", + "PrimaryVerticesAuxDyn.x : 322 ms\t\t10.82 MB\t\t 33.6 MB/s\n", + "PrimaryVerticesAuxDyn.y : 323 ms\t\t10.53 MB\t\t 32.6 MB/s\n", + "AnalysisJetsAuxDyn.NumTrkPt500 : 2279 ms\t\t10.36 MB\t\t 4.5 MB/s\n", + "AnalysisJetsAuxDyn.NumTrkPt1000 : 1987 ms\t\t 7.63 MB\t\t 3.8 MB/s\n", + "AnalysisJetsAuxDyn.SumPtChargedPFOPt500 : 1945 ms\t\t 5.96 MB\t\t 3.1 MB/s\n", + "AnalysisJetsAuxDyn.Timing : 293 ms\t\t 5.31 MB\t\t 18.1 MB/s\n", + "AnalysisJetsAuxDyn.JetConstitScaleMomentum_eta : 292 ms\t\t 5.26 MB\t\t 18.0 MB/s\n", + "AnalysisJetsAuxDyn.ActiveArea4vec_eta : 293 ms\t\t 5.25 MB\t\t 18.0 MB/s\n", + "AnalysisJetsAuxDyn.DetectorEta : 293 ms\t\t 5.25 MB\t\t 17.9 MB/s\n", + "AnalysisJetsAuxDyn.JetConstitScaleMomentum_phi : 295 ms\t\t 5.25 MB\t\t 17.8 MB/s\n", + "AnalysisJetsAuxDyn.ActiveArea4vec_phi : 598 ms\t\t 5.24 MB\t\t 8.8 MB/s\n", + "AnalysisJetsAuxDyn.JetConstitScaleMomentum_m : 292 ms\t\t 5.13 MB\t\t 17.6 MB/s\n", + "AnalysisJetsAuxDyn.JetConstitScaleMomentum_pt : 292 ms\t\t 5.07 MB\t\t 17.4 MB/s\n", + "AnalysisJetsAuxDyn.EMFrac : 292 ms\t\t 5.04 MB\t\t 17.3 MB/s\n", + "AnalysisJetsAuxDyn.Width : 291 ms\t\t 5.01 MB\t\t 17.2 MB/s\n", + "AnalysisJetsAuxDyn.ActiveArea4vec_m : 292 ms\t\t 4.90 MB\t\t 16.8 MB/s\n", + "AnalysisJetsAuxDyn.ActiveArea4vec_pt : 293 ms\t\t 4.85 MB\t\t 16.5 MB/s\n", + "AnalysisJetsAuxDyn.DFCommonJets_QGTagger_TracksWidth : 295 ms\t\t 3.78 MB\t\t 12.8 MB/s\n", + "AnalysisJetsAuxDyn.PSFrac : 294 ms\t\t 3.67 MB\t\t 12.5 MB/s\n", + "AnalysisJetsAuxDyn.JVFCorr : 297 ms\t\t 3.49 MB\t\t 11.7 MB/s\n", + "AnalysisJetsAuxDyn.DFCommonJets_QGTagger_TracksC1 : 292 ms\t\t 3.39 MB\t\t 11.6 MB/s\n", + "AnalysisJetsAuxDyn.DFCommonJets_fJvt : 291 ms\t\t 1.67 MB\t\t 5.7 MB/s\n", + "AnalysisJetsAuxDyn.DFCommonJets_QGTagger_NTracks : 291 ms\t\t 1.50 MB\t\t 5.2 MB/s\n", + "AnalysisJetsAuxDyn.GhostMuonSegmentCount : 293 ms\t\t 1.24 MB\t\t 4.2 MB/s\n", + "AnalysisMuonsAuxDyn.muonSegmentLinks : 566 ms\t\t 0.82 MB\t\t 1.5 MB/s\n", + "AnalysisMuonsAuxDyn.msOnlyExtrapolatedMuonSpectrometerTrackParticleLink : 1102 ms\t\t 0.46 MB\t\t 0.4 MB/s\n", + "AnalysisMuonsAuxDyn.extrapolatedMuonSpectrometerTrackParticleLink : 817 ms\t\t 0.44 MB\t\t 0.5 MB/s\n", + "AnalysisMuonsAuxDyn.inDetTrackParticleLink : 1092 ms\t\t 0.44 MB\t\t 0.4 MB/s\n", + "AnalysisMuonsAuxDyn.muonSpectrometerTrackParticleLink : 819 ms\t\t 0.44 MB\t\t 0.5 MB/s\n", + "AnalysisMuonsAuxDyn.momentumBalanceSignificance : 454 ms\t\t 0.77 MB\t\t 1.7 MB/s\n", + "AnalysisMuonsAuxDyn.topoetcone20_CloseByCorr : 453 ms\t\t 0.76 MB\t\t 1.7 MB/s\n", + "AnalysisMuonsAuxDyn.scatteringCurvatureSignificance : 452 ms\t\t 0.76 MB\t\t 1.7 MB/s\n", + "AnalysisMuonsAuxDyn.scatteringNeighbourSignificance : 454 ms\t\t 0.76 MB\t\t 1.7 MB/s\n", + "AnalysisMuonsAuxDyn.neflowisol20_CloseByCorr : 455 ms\t\t 0.76 MB\t\t 1.7 MB/s\n", + "AnalysisMuonsAuxDyn.topoetcone20 : 458 ms\t\t 0.76 MB\t\t 1.7 MB/s\n", + "AnalysisMuonsAuxDyn.topoetcone30 : 452 ms\t\t 0.76 MB\t\t 1.7 MB/s\n", + "AnalysisMuonsAuxDyn.topoetcone40 : 453 ms\t\t 0.76 MB\t\t 1.7 MB/s\n", + "AnalysisMuonsAuxDyn.neflowisol20 : 451 ms\t\t 0.75 MB\t\t 1.7 MB/s\n", + "AnalysisMuonsAuxDyn.segmentDeltaEta : 451 ms\t\t 0.75 MB\t\t 1.7 MB/s\n", + "AnalysisMuonsAuxDyn.DFCommonJetDr : 449 ms\t\t 0.75 MB\t\t 1.7 MB/s\n", + "AnalysisMuonsAuxDyn.combinedTrackParticleLink : 815 ms\t\t 0.41 MB\t\t 0.5 MB/s\n", + "AnalysisMuonsAuxDyn.InnerDetectorPt : 452 ms\t\t 0.74 MB\t\t 1.6 MB/s\n", + "AnalysisMuonsAuxDyn.MuonSpectrometerPt : 450 ms\t\t 0.74 MB\t\t 1.6 MB/s\n", + "AnalysisMuonsAuxDyn.clusterLink : 819 ms\t\t 0.39 MB\t\t 0.5 MB/s\n", + "AnalysisMuonsAuxDyn.spectrometerFieldIntegral : 450 ms\t\t 0.72 MB\t\t 1.6 MB/s\n", + "AnalysisElectronsAuxDyn.ambiguityLink : 820 ms\t\t 0.39 MB\t\t 0.5 MB/s\n", + "AnalysisMuonsAuxDyn.EnergyLoss : 781 ms\t\t 0.72 MB\t\t 0.9 MB/s\n", + "AnalysisJetsAuxDyn.NNJvtPass : 452 ms\t\t 0.70 MB\t\t 1.6 MB/s\n", + "AnalysisElectronsAuxDyn.topoetcone20_CloseByCorr : 451 ms\t\t 0.69 MB\t\t 1.5 MB/s\n", + "AnalysisElectronsAuxDyn.topoetcone20ptCorrection : 452 ms\t\t 0.69 MB\t\t 1.5 MB/s\n", + "AnalysisElectronsAuxDyn.topoetcone20 : 451 ms\t\t 0.69 MB\t\t 1.5 MB/s\n", + "AnalysisMuonsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVA_pt500_CloseByCorr : 453 ms\t\t 0.69 MB\t\t 1.5 MB/s\n", + "AnalysisElectronsAuxDyn.DFCommonElectronsECIDSResult : 453 ms\t\t 0.69 MB\t\t 1.5 MB/s\n", + "AnalysisElectronsAuxDyn.neflowisol20 : 451 ms\t\t 0.68 MB\t\t 1.5 MB/s\n", + "AnalysisMuonsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVA_pt500 : 450 ms\t\t 0.68 MB\t\t 1.5 MB/s\n", + "AnalysisMuonsAuxDyn.ptcone40 : 453 ms\t\t 0.66 MB\t\t 1.5 MB/s\n", + "AnalysisMuonsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVA_pt1000_CloseByCorr : 450 ms\t\t 0.66 MB\t\t 1.5 MB/s\n", + "AnalysisMuonsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVA_pt1000 : 457 ms\t\t 0.65 MB\t\t 1.4 MB/s\n", + "AnalysisMuonsAuxDyn.ptvarcone40 : 453 ms\t\t 0.65 MB\t\t 1.4 MB/s\n", + "AnalysisElectronsAuxDyn.f1 : 455 ms\t\t 0.65 MB\t\t 1.4 MB/s\n", + "AnalysisMuonsAuxDyn.ptcone20_Nonprompt_All_MaxWeightTTVA_pt500 : 453 ms\t\t 0.65 MB\t\t 1.4 MB/s\n", + "PrimaryVerticesAuxDyn.vertexType : 288 ms\t\t 0.64 MB\t\t 2.2 MB/s\n", + "AnalysisMuonsAuxDyn.ptvarcone30 : 452 ms\t\t 0.64 MB\t\t 1.4 MB/s\n", + "AnalysisMuonsAuxDyn.ptcone30 : 455 ms\t\t 0.64 MB\t\t 1.4 MB/s\n", + "AnalysisMuonsAuxDyn.ptcone20_Nonprompt_All_MaxWeightTTVA_pt1000 : 453 ms\t\t 0.63 MB\t\t 1.4 MB/s\n", + "AnalysisElectronsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVALooseCone_pt500 : 452 ms\t\t 0.61 MB\t\t 1.4 MB/s\n", + "AnalysisMuonsAuxDyn.CaloLRLikelihood : 450 ms\t\t 0.61 MB\t\t 1.4 MB/s\n" + ] + } + ], + "source": [ + "# time each branch individually, compare to size of the branch, ensure no extreme outliers are present\n", + "for i in range(len(BRANCH_LIST)):\n", + " with uproot.open({fname: treename}, filter_name=filter_name) as f:\n", + " initial_metadata_in_MB = f.file.source.num_requested_bytes/1000**2\n", + " t0 = time.perf_counter()\n", + " f[BRANCH_LIST[i]].array()\n", + " t1 = time.perf_counter()\n", + " new_size_in_MB = f.file.source.num_requested_bytes/1000**2\n", + " time_ms = (t1-t0)*1000\n", + " size_MB = (new_size_in_MB-initial_metadata_in_MB)\n", + " print(f\"{BRANCH_LIST[i]:<80}: {time_ms:4.0f} ms\\t\\t{size_MB:>5.2f} MB\\t\\t{size_MB / time_ms * 1000:>5.1f} MB/s\")" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "55e321f6-3ae6-4af3-a9e3-b7e5e469cffa", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "reading 12 branch(es)\n", + " - read 64.08 MB in 6.76 s\n", + "reading 24 branch(es)\n", + " - read 191.08 MB in 19.10 s\n", + "reading 36 branch(es)\n", + " - read 245.91 MB in 22.42 s\n", + "reading 48 branch(es)\n", + " - read 257.35 MB in 30.04 s\n", + "reading 60 branch(es)\n", + " - read 266.31 MB in 35.72 s\n", + "reading 72 branch(es)\n", + " - read 274.57 MB in 42.14 s\n", + "reading 82 branch(es)\n", + " - read 280.93 MB in 48.16 s\n" + ] + } + ], + "source": [ "file_size = os.path.getsize(fname) / 1000**2 # all sizes in MB\n", "\n", "time_per_fraction_read = {}\n", - "for i in range(len(BRANCH_LIST)//4+1):\n", + "for i in range(len(BRANCH_LIST)//12+1):\n", " with uproot.open({fname: treename}, filter_name=filter_name) as f: # re-open every time for accurate tracking of data read\n", - " branches = BRANCH_LIST[0:i*4+1]\n", + " branches = BRANCH_LIST[0:(i+1)*12]\n", " print(f\"reading {len(branches)} branch(es)\")\n", " initial_metadata_in_MB = f.file.source.num_requested_bytes/1000**2\n", " t0 = time.perf_counter()\n", @@ -520,12 +743,20 @@ " new_size_in_MB = f.file.source.num_requested_bytes/1000**2\n", " fraction_read = (new_size_in_MB - initial_metadata_in_MB) / file_size\n", " time_per_fraction_read[fraction_read] = t1 - t0\n", - " print(f\"read {new_size_in_MB - initial_metadata_in_MB:.2f} MB in {t1 - t0:.2f} s\")\n", + " print(f\" - read {new_size_in_MB - initial_metadata_in_MB:.2f} MB in {t1 - t0:.2f} s\")\n", "\n", "with uproot.open({fname: treename}) as f:\n", " nevts = f.num_entries" ] }, + { + "cell_type": "markdown", + "id": "27d3a221-7f9e-4a7c-aeb3-571d117398c8", + "metadata": {}, + "source": [ + "The fraction of the file being depends on the file type and may differ from data, where the derivation of these branches was performed to hit 25%." + ] + }, { "cell_type": "code", "execution_count": 14, @@ -536,15 +767,13 @@ "name": "stdout", "output_type": "stream", "text": [ - "fraction read: 1.56% in 0.83 s\n", - "fraction read: 4.74% in 4.19 s\n", - "fraction read: 5.73% in 5.96 s\n", - "fraction read: 6.64% in 6.02 s\n", - "fraction read: 7.53% in 5.97 s\n", - "fraction read: 8.39% in 6.24 s\n", - "fraction read: 9.13% in 6.03 s\n", - "fraction read: 9.50% in 6.44 s\n", - "fraction read: 9.63% in 6.57 s\n" + "fraction read: 5.70% in 6.76 s\n", + "fraction read: 17.01% in 19.10 s\n", + "fraction read: 21.89% in 22.42 s\n", + "fraction read: 22.91% in 30.04 s\n", + "fraction read: 23.70% in 35.72 s\n", + "fraction read: 24.44% in 42.14 s\n", + "fraction read: 25.01% in 48.16 s\n" ] } ], @@ -562,7 +791,7 @@ { "data": { "text/plain": [ - "(0.0, 37.82096972465515)" + "(0.0, 19.676398102626532)" ] }, "execution_count": 15, @@ -571,7 +800,7 @@ }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAA+4AAAF3CAYAAAA7EhEcAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/H5lhTAAAACXBIWXMAAA9hAAAPYQGoP6dpAABM5ElEQVR4nO3de3gU5fn/8c8sSSDhlMASNzGQhEM4yCmIUMGvHNWieECpHEovWwtaoLW2UqwCClTUaLHVitbfVwSxHE2liF9Kg6hUBAGhKBDLGUFhhSUnICZs2Pn9QbMlJIEkzO5Osu/XdXHVmXl29t47mz6553nmGcM0TVMAAAAAAMCWHKEOAAAAAAAAVI7CHQAAAAAAG6NwBwAAAADAxijcAQAAAACwMQp3AAAAAABsjMIdAAAAAAAbo3AHAAAAAMDGKNwBAAAAALAxCncAAAAAAGyMwh0AAAAAABuLCHUAgZCbm6uSkpJQh1EntGjRQidOnAh1GHUKObUW+bQW+bReixYtQh1CnURfby1+961FPq1FPq1HTq0VjL6+ThbuJSUl8nq9oQ6j1jMMQ9L5fJqmGeJo6gZyai3yaS3yab3SnMJ69PXW4XffWuTTWuTTeuTUWsHq65kqDwAAAACAjVG4AwAAAABgYxTuAAAAAADYGIU7AAAAAAA2RuEOAAAAAICN1clV5QEAuFKm75y0N1tmXo6M2GZSu04yHPVCHRbAdxMAwhCFOwAAFzG3bZBvyf9KuSfPb0tSXHM5Ro6T0aNPSGNDeOO7CQDhianyAABcwNy2Qb5Xn/UXRn65J+V79VmZ2zaEJjCEPb6bABC+KNwBAPgP03fu/GjmJfiWvH5+qjIQRHw3ASC8UbgDAFBqb3b50cyL5XrOtwOCie8mAIQ1CncAAP7DzMuxtB1gFb6bABDeWJwOABDWLlyhWwV5VXqNEdsssEEBFzFim51fiK4K7QAAdQ+FOwAgbF28QrckyXBIpq/yF8U5pXadAh8ccKF2naS45peeLs93EwDqLKbKAwDCUqUrdF+qaJfkGDmWZ2Yj6AxHPTlGjrtkG76bAFB3UbgDAMJOVVbolnFRFxnnlGP8b3lWNkLG6NFHjvG/PT/yfiG+mwBQ5zFVHgAQfqqyQrfpk3HvT6UmsefvG27XidHMy8jKylJWVpZOnDghSUpKStLw4cOVnp4uSZo+fbqys8uuej548GA98MADQY+1tjJ69JGje2//ugx8NwEgPFC4AwDCTpVX3m4SK0fvfoENpg5p1qyZRo8erYSEBJmmqXXr1um5557Tc889p5YtW0qSBg0apBEjRvhfExUVFapway3DUU9q30VGqAMBAAQNhTsAIOywQndg9OzZs8z2qFGjlJWVpb179/oL9/r16ys2NjYE0QEAUHtRuAMAwg8rdAecz+fTxo0bVVxcrLS0NP/+jz/+WB9//LFiY2N17bXX6p577lH9+vVDGCkAAPZH4Q4ACDulK3T7Xn220jas0F0zhw8f1pQpU+T1etWgQQNNmjRJSUlJkqQbbrhBTqdTzZo101dffaWFCxfq6NGjmjRpUqXn83q98nq9/m3DMBQdHS3DMGQYTBa3Qmkeyac1yKe1yKf1yKm1gpVHwzTNqswWrFVOnDhRppNHzRiGoYSEBB07dkx18GsSEuTUWuTTWleaT9N3rtYtmFXhc9zjnOeLdgtW6C7NaTgpKSmRx+NRYWGhPv30U61du1YzZszwF+8X2rlzp2bOnKmXXnpJLperwvMtW7ZMmZmZ/u3U1FRlZGQELH4AAOyIEXcAwBW7uAA2JSmuuRwjx9n6EVWs0G29iIgIfxHeunVr7d+/X6tWrapw5fi2bdtKktxud6WF+7BhwzR06FD/dunIhsfj4SK9RQzDkMvlktvt5iKoBcintcin9ciptUrzGWgU7gCAK2Ju21DxlPPck/K9+qztny/NCt2B5fP5Ki2wDx06JEmKi4ur9PWRkZGKjIwst980Tf7gtBg5tRb5tBb5tB45rV0o3AEANWb6zp0fab8E35LX5ejem1HsMLBo0SJ1795dTqdTRUVFWr9+vbKzszVlyhS53W6tX79ePXr0UKNGjXT48GG9+eab6tixo5KTk0MdOgAAtkbhDgCoub3Zl16ZXZJyPefbte8SnJgQMvn5+ZozZ45yc3MVExOj5ORkTZkyRV27dpXH49GOHTu0atUqFRcXq3nz5urdu7fuvvvuUIcNAIDtUbgDAGrMzMupcjumotd948ePr/SY0+nUjBkzghgNAAB1hyPUAQAAai8jtpml7QAAAFAehTsAoObadZLiml+6TZzzfDsAAADUCIU7AKDGDEc9OUaOu2Qbx8ixLEwHAABwBSjcAeAyTN85mbt3yLdpnczdO2T6zoU6JFsxevSRY/xvy4+8xzmD9ig4fkYAAKAuY3E6ALgEc9uG8487+8/K6aYkxTWXY+Q4Wz+bPNiMHn3k6N5b2pt9fiG62GZSu05BGWnnZwQAAOo62xXuOTk5+stf/qLt27eruLhYLpdLEyZMUJs2bUIdGoAwY27bIN+rz5Y/kHtSvlefDdpocm1hOOpJ7bsEdfV4fkYAACAc2KpwP336tKZNm6ZrrrlGjz/+uJo0aaJjx46pYcOGoQ4NQBCYvnMhGbGtLBbfkv+9ZBvfktfl6N47JDHaKVehYvefEQAAgFVsVbivWLFCzZs314QJE/z74uPjQxgRgGCx3XTnvdn+WCqV6znfrn2X4MT0H7bLVajY+GcEAABgJVsV7p999pm6deumF154QdnZ2WrWrJluvvlmDR48uML2Xq9XXq/Xv20YhqKjo2UYhgwjmJM166bSHJJL65DTivm2Xm6682NyXFu+IA1kPs383Ko1zM8N6s+zprmqitr2/bTrz+hCtSWXAADA3mxVuB8/flxr1qzRbbfdpmHDhmn//v2aN2+eIiIi1L9//3Ltly9frszMTP92amqqMjIy5HQ6gxh13edyuUIdQp1DTv/LPHdOx96ee8k2xttvyDXkLhn1Kp7uHIh8FrVuqxNVaNe8dVs1SEiw/P0rYkWuqqK2fD/t+DMCAAAIBFsV7j6fT23atNHo0aMlnS/EDx8+rDVr1lRYuA8bNkxDhw71b5eObHg8njIj8agZwzDkcrnkdrtlmmaow6kTyGl5vn/vkM9z/JJtznm+1dF/rpWjQ9npzoHMp9ncdf7xZpeaih3nVE5zl4xjxyx978pcSa6qorZ9P+34M7pYaU4BAACuhK0K97i4OCUlJZXZl5SUpE2bNlXYPjIyUpGRkeX2m6ZZK/7orC3Ip/XI6X+ZeZe5R/mCdpXlLCD5NBxyjBxX8bT0/3CMHCsZjqD9LK3IVZVeX1u+nzb8GQEAAASCI9QBXKh9+/Y6evRomX1Hjx5VixYtQhQRgEAzYptZ2s5KRo8+coz/7flR3QvFOUPymDE75ypU7PYzAgAACARbjbjfdtttmjZtmt555x316dNH+/bt09q1a/XAAw+EOjQAgdKuU5WmO6tdp+DFdAGjRx85uve2x6PXbJ6rULHVzwgAACAAbFW4t23bVpMmTdKiRYv017/+VfHx8brvvvv0P//zP6EODUCAGI56VZruHMoizHDUk9p3UajXB68NuQoVu/yMAAAAAsFWhbskXXvttbr22mtDHQaAICqd7nzhs8klnZ/uPHIs050vQK4AAADCj+0KdwDhienOVUeuAAAAwguFOwDbYLpz1ZErAACA8GGrVeUBAAAAAEBZFO4AAAAAANgYhTsAAAAAADZG4Q4AAAAAgI1RuAMAAAAAYGMU7gAAAAAA2BiFOwAAAAAANkbhDgAAAACAjVG4AwAAAABgYxTuAAAAAADYGIU7AAAAAAA2RuEOAAAAAICNRYQ6AAAAUDdkZWUpKytLJ06ckCQlJSVp+PDhSk9PlySdPXtWCxYs0IYNG+T1etWtWzeNHTtWsbGxIYwaAAD7Y8QdAABYolmzZho9erSeffZZPfPMM+rcubOee+45HTlyRJL05ptvauvWrfr1r3+tGTNmKDc3V7Nnzw5x1AAA2B+FOwAAsETPnj3Vo0cPJSQkKDExUaNGjVKDBg20d+9eFRYW6oMPPtB9992nzp07q3Xr1powYYJ2796tPXv2hDp0AABsjanyAADAcj6fTxs3blRxcbHS0tJ04MABnTt3Tl26dPG3ufrqq+V0OrVnzx6lpaVVeB6v1yuv1+vfNgxD0dHRMgxDhmEE/HOEg9I8kk9rkE9rkU/rkVNrBSuPFO4AAMAyhw8f1pQpU+T1etWgQQNNmjRJSUlJOnTokCIiItSwYcMy7Zs2baq8vLxKz7d8+XJlZmb6t1NTU5WRkSGn0xmojxC2XC5XqEOoU8intcin9chp7ULhDgAALJOYmKjnn39ehYWF+vTTTzVnzhzNmDGjxucbNmyYhg4d6t8uHdnweDxlRuJRc4ZhyOVyye12yzTNUIdT65FPa5FP65FTa5XmM9Ao3AEAgGUiIiL8f8C0bt1a+/fv16pVq9SnTx+VlJTozJkzZUbd8/PzL7mqfGRkpCIjI8vtN02TPzgtRk6tRT6tRT6tR05rFxanAwAAAePz+eT1etW6dWvVq1dPO3bs8B87evSoPB5Ppfe3AwCA8xhxBwAAlli0aJG6d+8up9OpoqIirV+/XtnZ2ZoyZYpiYmI0cOBALViwQI0aNVJMTIzeeOMNpaWlUbgDAHAZFO4AAMAS+fn5mjNnjnJzcxUTE6Pk5GRNmTJFXbt2lSTdd999MgxDs2fPVklJibp166axY8eGOGoAAOyPwh0AAFhi/PjxlzweFRWlsWPHUqwDAFBN3OMOAAAAAICNUbgDAAAAAGBjFO4AAAAAANgYhTsAAAAAADZG4Q4AAAAAgI1RuAMAAAAAYGMU7gAAAAAA2BiFOwAAAAAANkbhDgAAAACAjUWEOoALLVu2TJmZmWX2JSYm6o9//GNoAgIAAAAAIMRsVbhLUsuWLTVt2jT/tsPBpAAAAAAAQPiyXeHucDgUGxsb6jAAAAAAALAF2xXubrdbDz74oCIjI5WWlqbRo0fL6XRW2Nbr9crr9fq3DcNQdHS0DMOQYRjBCrnOKs0hubQOObUW+bQW+bQeuQQAAFYwTNM0Qx1EqX/9618qKipSYmKicnNzlZmZqZycHM2ePVvR0dHl2l98T3xqaqoyMjKCGTIAAAiBEydOlLl4j5ozDEMJCQk6duyYbPRnYa1FPq1FPq1HTq1Vms9As9WIe3p6uv+/k5OT1a5dO02YMEEbN27UwIEDy7UfNmyYhg4d6t8uHdnweDx05hYwDEMul0tut5tfaouQU2uRT2uRT+uV5hQAAOBK2Kpwv1jDhg2VmJgot9td4fHIyEhFRkaW22+aJn90Woh8Wo+cWot8Wot8AgAA2Iutl2wvKiqS2+1msToAAAAAQNiy1Yj7ggUL1LNnTzmdTuXm5mrZsmVyOBy64YYbQh0aAAAAAAAhYavCPScnRy+++KJOnTqlJk2aqEOHDpo1a5aaNGkS6tAAAKjVDhw4cEWvT0xMVIMGDSyKBgAAVIetCveHH3441CEAAFAnPfbYY1f0+mnTpqlz584WRQMAAKrDVoU7AAAInMGDB6tdu3bVek1RUZHmzZsXoIgAAEBVULgDABAmOnbsWO11Y06dOkXhDgBAiFG4AwAQBiZNmqQ2bdpU+3XR0dGaNGmSkpOTAxAVAACoCgp3AADCwHXXXVej10VERNT4tQAAwBq2fo47AAAIjHXr1mn79u2VHj9+/LjWrVsXvIAAAEClKNwBAAhDr7zyip555hm99tprKikpKXd89+7deuWVV0IQGQAAuBiFOwAAYapbt25at26dnnzySeXm5oY6HAAAUAkKdwAAwtSNN96oJ598Uh6PR48++qj+/e9/hzokAABQAQp3AADCWPv27ZWRkaGEhATNnDlTq1evDnVIAADgIqwqDwBAmIuNjdWTTz6pBQsWaN68edq/f786dOgQ6rAAAMB/ULgDAAA5HA79+Mc/Vrt27fTaa69p8+bN1T7H8uXLtXnzZn3zzTeKiopSWlqaxowZo8TERH+b6dOnKzs7u8zrBg8erAceeOCKPwMAAHUVhTsAAGGoU6dOatq0abn9ffv2VcuWLfXqq6+qoKCgWufMzs7WLbfcojZt2ujcuXNavHixnnrqKb3wwgtq0KCBv92gQYM0YsQI/3ZUVFTNPwgAAGGAwh0AgDD05JNPVnqsVatWeuaZZ6p9zilTppTZnjhxosaOHasDBw6oU6dO/v3169dXbGxstc8PAEC4onAHAAABUVhYKElq1KhRmf0ff/yxPv74Y8XGxuraa6/VPffco/r161d4Dq/XK6/X6982DEPR0dEyDEOGYQQu+DBSmkfyaQ3yaS3yaT1yaq1g5ZHCHQCAMJGRkVGt9oZhaPLkyTV6L5/Pp/nz56t9+/Zq1aqVf/8NN9wgp9OpZs2a6auvvtLChQt19OhRTZo0qcLzLF++XJmZmf7t1NRUZWRkyOl01iguVM7lcoU6hDqFfFqLfFqPnNYuFO4AAISJw4cPl9k2TVMnT55U06ZNFRkZWa79lYwizJ07V0eOHNHMmTPL7B88eLD/v1u1aqW4uDjNnDlTbre7wj8ihw0bpqFDh5aLyePxlBmJR80ZhiGXyyW32y3TNEMdTq1HPq1FPq1HTq1Vms9Ao3AHACBMzJkzp8x2QUGBxo0bp4ceekidO3e27H3mzp2rbdu2acaMGWrevPkl27Zt21aSKi3cIyMjK7yoYJomf3BajJxai3xai3xaj5zWLo5QBwAAAELD6vvyTNPU3LlztXnzZj3xxBOKj4+/7GsOHTokSYqLi7M0FgAA6hJG3AEAgCXmzp2r9evXa/LkyYqOjlZeXp4kKSYmRlFRUXK73Vq/fr169OihRo0a6fDhw3rzzTfVsWNHJScnhzZ4AABsjMIdAABYIisrS5I0ffr0MvsnTJig/v37KyIiQjt27NCqVatUXFys5s2bq3fv3rr77rtDEC0AALUHhTsAALDEsmXLLnnc6XRqxowZQYoGAIC6g8IdAIAwcfr06Qq3v/vuu3LHSl38DHYAABB8FO4AAISJn/70pxXu//3vf1/pa5YuXRqocAAAQBVRuAMAECbuuecey1eSBwAAgUfhDoQB03dO2pstMy9HRmwzqV0nGY56oQ4LQJDde++9oQ4BAADUAIU7UMeZ2zbIt+R/pdyT57clKa65HCPHyejRJ6SxAQidY8eOKSEh4ZJtPvvsM/Xs2TNIEQEAgMo4Qh0AgMAxt22Q79Vn/UW7X+5J+V59Vua2DaEJDEDIzZw5U8ePH6/0+Mcff6wXXnghiBEBAIDKULgDdZTpO3d+pP0SfEtePz+NHkDYiY2N1cyZM3Xy5Mlyx9asWaOXX35Z3/ve90IQGQAAuBiFO1BX7c0uP9J+sVzP+XYAws7UqVMVExOjmTNnKi8vz79/xYoVev311zVo0CD94he/CF2AAADAj8IdqKPMvBxL2wGoWxo2bKipU6cqIiJCM2bMUH5+vhYtWqRFixbp9ttv1wMPPMAK9AAA2ASFO1BHGbHNLG0HoO5p0qSJpk2bJp/Pp1/96ldasWKF7r33Xo0ZMybUoQEAgAuwqjxQV7XrJMU1v/R0+Tjn+XYA6rwDBw5UemzMmDF6+eWX1a9fP6Wnp5dp27p162CEBwAALoHCHaijDEc9OUaOO7+qfCUcI8fyPHcgTDz22GOXbbNu3TqtW7euzL6lS5cGKiQAAFBFVSrcL3WVvioSExPVoEGDKzoHgOozevSRY/xvyzzHXZIU5zxftPMcdyBsjB8/PtQhAACAGqpS4V6Vq/SXMm3aNHXu3Llar/nb3/6mRYsW6dZbb9WPf/zjK3p/IJwZPfrI0b23tDdbZl7O+Xva23VipB0IM/379w91CAAAoIaqPFV+8ODBateuXbVOXlRUpHnz5lU7qH379mnNmjVKTk6u9msBlGc46kntu4j1oQEAAIDap8qFe8eOHXXDDTdU6+SnTp2qduFeVFSkP/3pT3rwwQf1zjvvVOu1AACgYu+995569OihxMTEar3u7NmzysrK0vXXX6/mzZsHKDoAAHApVSrcJ02apDZt2lT75NHR0Zo0aVK1Rs5ff/11paenq2vXrpct3L1er7xer3/bMAxFR0fLMAyePWuB0hySS+uQU2uRT2uRT+vZKZdvvfWWYmNjq124FxcX66233lJKSgqFOwAAIVKlwv26666r2ckjIqr12k8++UQHDx7UM888U6X2y5cvV2Zmpn87NTVVGRkZcjqd1Y4VlXO5XKEOoc4hp9Yin9Yin3XXpk2b5Ha7q/Wa4uLiAEUDAACqytLHwX377bfyer1KSkqq9ms9Ho/mz5+vqVOnKioqqkqvGTZsmIYOHerfLh3Z8Hg8ZUbiUTOGYcjlcsntdss0zVCHUyeQU2uRT2uRT+uV5tQuNm/erM2bN4c6DAAAUE01KtxXrVqlPXv26OGHH/bve+WVV/zPfk1NTdVjjz2mpk2bVvmcBw4cUH5+vh599FH/Pp/Ppy+//FKrV6/WokWL5HA4yrwmMjJSkZGR5c5lmiZ/dFqIfFqPnFqLfFqLfNZNPI8dAIDaq0aF+wcffKBrrrnGv719+3atW7dOgwcPVqtWrbRkyRK9/fbbGjt2bJXP2aVLF/3+978vs+/VV19VYmKi7rzzznJFOwAAAAAA4aBGhfuJEyd09dVX+7c3btyo+Ph4jRs3TpKUl5enf/7zn9U6Z3R0tFq1alVmX/369dW4ceNy+wEAAAAACBeWDGN/8cUX6t69u3+7RYsWysvLs+LUAAAAAACEtRqNuCckJGjLli26+eabtX37duXk5Cg9Pd1/PCcnRw0bNrzi4KZPn37F5wAAAAAAoDarUeF+++2366WXXtJPfvITFRUVKSkpSd26dfMf37lzp1JSUqyKEQAAAACAsFWjwr1v375q3Lixtm3bpoYNG+qWW25RvXr1JEmnT59Wo0aNdOONN1oaKAAAAAAA4ajGz3Hv2rWrunbtWm5/o0aNNGnSpCsKCgAABEdOTo6ys7NVUFCg3r17q3nz5vL5fCosLFRMTAxPdQEAwAZqXLgDAIDayzRNLViwQKtXr5bP55MktWrVSs2bN1dRUZEmTpyoe++9V7fddluIIwUAAFW6jJ6RkaHs7Oxqn/y7775TRkaGDh8+XO3XAgCAwHn33Xe1atUq3X777Zo6dWqZYzExMerVq5c2bdoUougAAMCFqlS4b9u2TTk5OdU+eUlJibZt26aCgoJqvxYAAATO2rVr1a9fP40ePbrCBWWTk5N17Nix4AcGAADKqfJU+XfeeUdr166t1snPnTtX7YAAAEDgnTx5UmlpaZUer1+/vgoLC6t1zuXLl2vz5s365ptvFBUVpbS0NI0ZM0aJiYn+NmfPntWCBQu0YcMGeb1edevWTWPHjlVsbGxNPwoAAHVelUbcO3bsqKZNm1b75PXq1VOnTp0seaY7AACwTpMmTXTy5MlKjx84cEBOp7Na58zOztYtt9yiWbNmaerUqTp37pyeeuopFRUV+du8+eab2rp1q379619rxowZys3N1ezZs2v8OQAACAdVGnGfPn16gMMAAADB1Lt3b61Zs0b9+/dXTExMmWOff/65PvroI915553VOueUKVPKbE+cOFFjx47VgQMH1KlTJxUWFuqDDz7QL3/5S3Xu3FmSNGHCBP3qV7/Snj17LjkDAACAcMaq8gAAhKF7771Xu3bt0uTJk9WhQwdJ0ooVK7R06VLt2bNHqampGjZs2BW9R+lU+0aNGkk6P4p/7tw5denSxd/m6quvltPprLRw93q98nq9/m3DMBQdHS3DMGQYxhXFh/NK80g+rUE+rUU+rUdOrRWsPFK4AwAQhmJiYjRr1iytXLlSn376qaKiopSdnS2Xy6Uf/OAHuuOOOxQVFVXj8/t8Ps2fP1/t27dXq1atJEl5eXmKiIgodwtd06ZNlZeXV+F5li9frszMTP92amqqMjIyqj2NH5fncrlCHUKdQj6tRT6tR05rFwp3AADCVFRUlO655x7dc889lp977ty5OnLkiGbOnHlF5xk2bJiGDh3q3y4d2fB4PGVG4lFzhmHI5XLJ7XbLNM1Qh1PrkU9rkU/rkVNrleYz0CjcAQAIQzNmzNDdd99dZtr6hXbu3Km//vWvevLJJ6t97rlz52rbtm2aMWOGmjdv7t8fGxurkpISnTlzpsyoe35+fqWrykdGRioyMrLcftM0+YPTYuTUWuTTWuTTeuS0dqnSqvIAAKBuyc7OVn5+fqXHCwoKlJ2dXa1zmqapuXPnavPmzXriiScUHx9f5njr1q1Vr1497dixw7/v6NGj8ng8LEwHAMAlMOIOAADKcbvdio6OrtZr5s6dq/Xr12vy5MmKjo7237ceExOjqKgoxcTEaODAgVqwYIEaNWqkmJgYvfHGG0pLS6NwBwDgEmpcuPt8Pm3cuFG7du1Sfn6+RowYoVatWqmwsFA7duxQ+/btK532BgAAgu+jjz7SunXr/NvvvPOO1q5dW65dYWGhvvrqK6Wnp1fr/FlZWZLKP0Z2woQJ6t+/vyTpvvvuk2EYmj17tkpKStStWzeNHTu2eh8EAIAwU6PC/cyZM3r66ae1b98+NWjQQEVFRRoyZIgkqUGDBpo3b55uvPFGjR492tJgAQBAzZ09e1YFBQX+7e+++67cY2wMw1D9+vV10003afjw4dU6/7Jlyy7bJioqSmPHjqVYBwCgGmpUuC9cuFBHjhzRlClTlJKSonHjxvmPORwOfe9739O//vUvCncAAGzk5ptv1s033yxJmjhxon7yk5+oZ8+eIY4KAABcTo0Wp9uyZYu+//3vq2vXrhU+cD4hIUEnTpy44uAAAEBgzJkzh6IdAIBaokYj7oWFheVWir3QuXPndO7cuRoHBQAAgue7775TYWFhhY8FcjqdIYgIAABcqEaFu8vl0sGDBys9/vnnnyspKanGQQEAgMDLysrSe++9p2+//bbSNkuXLg1iRAAAoCI1mio/cOBAffjhh9qwYUOZq/Ner1eLFy/W9u3bddNNN1kWJAAAsFZWVpbmzp0rl8ulkSNHSpJuu+023XXXXYqNjVVKSorGjx8f4igBAIBUwxH3W2+9VUeOHNGLL76omJgYSdJLL72kU6dOyefzafDgwRo4cKClgQIAAOusXr1a3bp10+OPP65Tp05pyZIl6tGjhzp37qw777xTv/3tb3Xq1KlQhwkAAFTDwt0wDP3sZz9T//799emnn+rYsWMyTVNXXXWVrr/+enXq1MnqOAEAgIW+/fZb3XLLLZKkevXqSZJKSkokSTExMRo4cKCysrJ0++23hyxGAABwXo0K91IdOnRQhw4drIoFAAAESUxMjH8h2ZiYGEVFRcnj8fiPR0dHKy8vL0TRAQCAC9XoHncAAFC7tWzZUl999ZV/Oy0tTWvWrFFOTo48Ho/ef/99JSQkhDBCAABQqsYj7v/85z/14Ycf6vjx4zp9+nSFbd58880aBwYAAALnf/7nf7RmzRp5vV5FRkbqBz/4gX73u9/5F6SLiIjQI488EuIoAQCAVMPC/S9/+YtWrlypZs2aqU2bNv4F6gAAQO0wYMAADRgwwL/doUMHvfDCC9q6dascDoe6du2qxMTEEEYIAABK1ahwX7t2ra699lpNmjRJDgez7QEAqE3Onj2r999/XykpKWUWlL3qqqt06623hjAyAABQkRpX3enp6RTtAADUQlFRUVq4cKGOHj0a6lAAAEAV1Kjyvvbaa/Xvf//b6lgAAECQtGrVSidOnAh1GAAAoApqVLjff//98ng8mjt3rg4cOKCCggKdPn263D8AAGBPI0eO1Pvvv68vvvgi1KEAAIDLqNE97vXr11daWpreffddZWVlVdpu6dKlNQ4MAAAEzurVq9WoUSPNmjVL8fHxio+PV1RUVJk2hmFo8uTJIYoQAACUqlHhPnfuXK1du1ZpaWlq27Ytq8oDAFDLHD58WJLkdDrl8/nkdrvLtTEMI9hhAQCACtSocN+4caNuvPFGTZw40dJgsrKylJWV5b/nLikpScOHD1d6erql7wMAQLibM2dOqEMAAABVVKPCvV69emrXrp3VsahZs2YaPXq0EhISZJqm1q1bp+eee07PPfecWrZsafn7AQAAAABgdzVanK5Pnz7aunWr1bGoZ8+e6tGjhxISEpSYmKhRo0apQYMG2rt3r+XvBQAAAABAbVCjEfc+ffpo3rx5euaZZzRgwAA5nc4Kn+neunXrGgfm8/m0ceNGFRcXKy0trcI2Xq9XXq/Xv20YhqKjo2UYBvflWaA0h+TSOuTUWuTTWuTTeuQSAABYoUaF+5NPPun/7+3bt1fariaryh8+fFhTpkyR1+tVgwYNNGnSJCUlJVXYdvny5crMzPRvp6amKiMjQ06ns9rvi8q5XK5Qh1DnkFNrkU9rkU8AAAB7MUzTNKv7oo8++qhK7fr371/dU6ukpEQej0eFhYX69NNPtXbtWs2YMaPC4r2yEXePx1NmP2rGMAy5XC653W7V4GuCCpBTa5FPa5FP65XmFNY7ceIEfb1FDMNQQkKCjh07xu++Bcintcin9ciptUrzGWg1GnGvSUFeVREREf4/clq3bq39+/dr1apVeuCBB8q1jYyMVGRkZLn9pmnyJbQQ+bQeObUW+bQW+QQAALCXGi1OF0w+n48r6gAAWGzEiBFav359pcc3bNigESNGBDEiAABQmSqNuL/yyisyDEMPPvigHA6HXnnllcu+xjAMjR8/vlrBLFq0SN27d5fT6VRRUZHWr1+v7OxsTZkypVrnAQAAV8bn87G4HgAANlGlwn3Xrl0yDEM+n08Oh0O7du267Gtq0tnn5+drzpw5ys3NVUxMjJKTkzVlyhR17dq12ucCAAA1U1hYqO3bt6tx48ahDgUAAKiKhfucOXMuuW2V6o7QAwCAqnv77bfLPI3lT3/6k/70pz9V2n7IkCHBCAsAAFxGjRan83g8atKkiaKioio8fvbsWRUUFPBYNgAAbKRt27a65ZZbZJqmsrKy1LVr1wpXwm3QoIFat26tXr16hSBKAABwsRoV7hMnTtQvfvEL3XDDDRUe/+yzz/Tiiy/W6DnuAAAgMNLT05Weni5JKi4u1k033aR27dpZ+h7Z2dl69913dfDgQeXm5mrSpEllLgDMmTNH69atK/Oabt26sZ4NAACXUKPC/XJKSkrkcNh+wXoAAMLWhAkTAnLe4uJipaSkaODAgfr9739fYZvu3buXef+IiID8OQIAQJ1R5Z6ysLBQhYWF/u1Tp07J4/GUa3fmzBlt2LBBsbGxlgQIAAACw+fzafv27Tp+/LhOnz5dYZvhw4dX65wXjupXJiIigr8TAACohioX7v/3f/9XZkGb+fPna/78+ZW259mvAADY1/79+zV79mydPHnyku2qW7hXRXZ2tsaOHauGDRuqc+fOGjlyJCvYAwBwCVUu3Lt166YGDRrINE0tXLhQffv2VWpqapk2hmGofv36at26tdq0aWN5sAAAwBqvv/66zp49q9/85jfq2LGjGjZsGJT37d69u3r37q34+Hi53W4tXrxYTz/9tGbNmlXhbXZer1der9e/bRiGoqOjZRgGz5m3SGkeyac1yKe1yKf1yKm1gpXHKhfuaWlpSktLk3T+/rXevXurVatWAQsMAAAEzuHDhzVy5Ej17NkzqO/bt29f/3+3atVKycnJ+sUvfqFdu3apS5cu5dovX768zIy/1NRUZWRk8OSaAHC5XKEOoU4hn9Yin9Yjp7VLjVaD+cEPfmB1HAAAIIiaNWsm0zRDHYauuuoqNW7cWG63u8LCfdiwYRo6dKh/u3Rkw+PxlBmJR80ZhiGXyyW3222L70RtRz6tRT6tR06tVZrPQGMZVwAAwtCdd96plStXavDgwYqJiQlZHCdPntTp06cVFxdX4fHIyEhFRkaW22+aJn9wWoycWot8Wot8Wo+c1i4U7gAAhKGioiI1aNBADz30kPr06SOn01nhPeYXjnZX9bxut9u/ffz4cR06dEiNGjVSo0aN9Pbbb6t3796KjY3Vt99+q7/85S9yuVzq1q3bFX8mAADqKgp3AADC0FtvveX/73/84x+Vtqtu4b5//37NmDHDv71gwQJJUr9+/TRu3DgdPnxY69at05kzZ9SsWTN17dpVI0aMqHBUHQAAnEfhDgBAGHr55ZcDct5rrrlGy5Ytq/T4lClTAvK+AADUZRTuAACEoRYtWoQ6BAAAUEUU7gAAhLGcnBxlZ2eroKBAvXv3VvPmzeXz+VRYWKiYmJgK73sHAADBReEOAEAYMk1TCxYs0OrVq+Xz+SSdf6568+bNVVRUpIkTJ+ree+/VbbfdFuJIAQAAl9EBAAhD7777rlatWqXbb79dU6dOLXMsJiZGvXr10qZNm0IUHQAAuBCFOwAAYWjt2rXq16+fRo8erZSUlHLHk5OTdezYseAHBgAAyqFwBwAgDJ08eVJpaWmVHq9fv74KCwuDGBEAAKgMhTsAAGGoSZMmOnnyZKXHDxw4IKfTGcSIAABAZSjcAQAIQ71799aaNWv07bffljv2+eef66OPPtL1118fgsgAAMDFWFUeAIAwdO+992rXrl2aPHmyOnToIElasWKFli5dqj179ig1NVXDhg0LcZQAAEBixB0AgLAUExOjWbNm6Y477lBOTo6ioqKUnZ2twsJC/eAHP9DMmTNVv379UIcJAADEiDsAAGErKipK99xzj+65555QhwIAAC6BEXcAAMLQP/7xDxUUFIQ6DAAAUAWMuAMAEIbeeOMNzZ8/X506dVLfvn3Vq1cvNWrUKNRhAQCAClC4AwAQhv7whz9ow4YN2rhxo1577TW9/vrr6tKli/r27auePXsqJiYm1CECAID/oHAHACAMJSYmavjw4Ro+fLiOHDmiTz75RJ9++qnmzJmjiIgIdevWTX379lXfvn1DHSoAAGGPwh0AgDDXsmVLjRw5UiNHjtShQ4e0YcMG/eMf/9C2bdso3AEAsAEWpwMAAJKkr776Shs3btSnn36qoqIiRUZGhjokAAAgRtwBAAhrX3/9tf9e96NHj/qnyd97773q2bNnqMMDAACicAcAICxlZmZq48aN+vrrr+VwONSlSxfdeeed6tWrFwvTAQBgMxTuAACEob/+9a/q1KmThgwZot69e6tx48ahDgkAAFSCwh0AgDD05z//WU2bNg11GAAAoAoo3AEACEOlRbvX69XBgweVn5+v9u3bq0mTJiGODAAAXMxWhfvy5cu1efNmffPNN4qKilJaWprGjBmjxMTEUIcGAECds2rVKr399tsqLCyUJE2bNk2dO3dWQUGBfvWrX+mHP/yhBg4cGOIoAQCArR4Hl52drVtuuUWzZs3S1KlTde7cOT311FMqKioKdWgAANQpH374od588011795d48ePL3OsSZMmuuaaa7Rhw4YQRQcAAC5kq8J9ypQp6t+/v1q2bKmUlBRNnDhRHo9HBw4cCHVoAADUKe+995569uypX/7yl7r22mvLHW/durWOHDkSgsgAAMDFbDVV/mKlU/caNWpU4XGv1yuv1+vfNgxD0dHRMgxDhmEEJca6rDSH5NI65NRa5NNa5NN6ds6l2+3WkCFDKj3eqFEjnT59OogRAQCAyti2cPf5fJo/f77at2+vVq1aVdhm+fLlyszM9G+npqYqIyNDTqczWGGGBZfLFeoQ6hxyai3yaS3yGR5iYmJUUFBQ6fGvv/5asbGxwQsIAABUyraF+9y5c3XkyBHNnDmz0jbDhg3T0KFD/dulIxsej6fMSDxqxjAMuVwuud1umaYZ6nDqBHJqLfJpLfJpvdKc2lF6errWrl2rW265pdyxI0eOaO3atRowYEAIIgMAABezZeE+d+5cbdu2TTNmzFDz5s0rbRcZGanIyMhy+03T5I9OC5FP65FTa5FPa5HP8DBy5EhNmTJFjzzyiP8e948++kgffPCBNm3apLi4OA0fPjzEUQIAAMlmhbtpmnrjjTe0efNmTZ8+XfHx8aEOCQCAOqlZs2Z69tlntXjxYv/q8R9//LEaNGigvn376oc//CHPdAcAwCZsVbjPnTtX69ev1+TJkxUdHa28vDxJ5+/Di4qKCm1wAADUMU2bNtXPfvYz/exnP1NBQYF8Pp+aNGkih6PmD53Jzs7Wu+++q4MHDyo3N1eTJk1Sr169/MdN09SyZcu0du1anTlzRh06dNDYsWOVkJBgxUcCAKBOslXhnpWVJUmaPn16mf0TJkxQ//79gx8QAABhwqrR9eLiYqWkpGjgwIH6/e9/X+74ihUr9Pe//10TJ05UfHy8li5dqlmzZumFF17gIj0AAJWwVeG+bNmyUIcAAACuQHp6utLT0ys8ZpqmVq1apbvvvlvXXXedJOnnP/+5xo0bpy1btqhv377BDBUAgFrDVoU7AACou44fP668vDx17drVvy8mJkZt27bVnj17KizcvV5vmSfFGIah6OhoGYbhf5oMrkxpHsmnNcintcin9ciptYKVRwp3AAAQFKVr1zRt2rTM/qZNm/qPXWz58uXKzMz0b6empiojI0NOpzNQYYYtuz66sLYin9Yin9Yjp7ULhTsAALCtYcOGaejQof7t0pENj8dTZiQeNWcYhlwul9xuN4+CtAD5tBb5tB45tVZpPgONwh0AAARFbGysJCk/P19xcXH+/fn5+UpJSanwNZGRkYqMjCy33zRN/uC0GDm1Fvm0Fvm0HjmtXWr+vBcAAIBqiI+PV2xsrHbs2OHfV1hYqH379iktLS2EkQEAYG+MuAMAAMsUFRXJ7Xb7t48fP65Dhw6pUaNGcjqduvXWW/XOO+8oISFB8fHxWrJkieLi4vyrzAMAgPIo3AEAgGX279+vGTNm+LcXLFggSerXr58mTpyoO++8U8XFxXrttddUWFioDh066PHHH+cZ7gAAXAKFOwAAsMw111yjZcuWVXrcMAyNGDFCI0aMCGJUAADUbtzjDgAAAACAjVG4AwAAAABgYxTuAAAAAADYGIU7AAAAAAA2RuEOAAAAAICNUbgDAAAAAGBjFO4AAAAAANgYhTsAAAAAADZG4Q4AAAAAgI1RuAMAAAAAYGMU7gAAAAAA2FhEqAMAAAAAcGVM3zlpb7bMvBwZsc2kdp1kOOqFOiwAFqFwBwAAAGoxc9sG+Zb8r5R78vy2JMU1l2PkOBk9+oQ0NgDWYKo8AAAAUEuZ2zbI9+qz/qLdL/ekfK8+K3PbhtAEBsBSFO4AAABALWT6zp0fab8E35LXz0+jB1CrUbgDAAAAtdHe7PIj7RfL9ZxvB6BWo3AHAAAAaiEzL8fSdgDsi8IdAAAAqIWM2GaWtgNgXxTuAAAAQG3UrpMU1/zSbeKc59sBqNUo3AEAAIBayHDUk2PkuEu2cYwcy/PcgTqAwh0AAACopYwefeQY/9vyI+9xTjnG/5bnuAN1RESoAwAAAABQc0aPPnJ07y3tzZaZl3P+nvZ2nRhpB+oQCncAAACgljMc9aT2XWSEOhAAAcFUeQAAAAAAbIzCHQAAAAAAG6NwBwAAAADAxmx1j3t2drbeffddHTx4ULm5uZo0aZJ69eoV6rAAAAAAAAgZW424FxcXKyUlRT/96U9DHQoAAAAAALZgqxH39PR0paenhzoMAAAAAABsw1aFe3V5vV55vV7/tmEYio6OlmEYMgwehnGlSnNILq1DTq1FPq1FPq1HLgGgLNN3zpbPmycu+wv3XNTqwn358uXKzMz0b6empiojI0NOpzOEUdU9Lpcr1CHUOeTUWuTTWuQTgbRs2bIyfbckJSYm6o9//GNoAgIQNOa2DfIt+V8p9+T5bUmKay7HyHEyevQhrloSVyiQi1peuA8bNkxDhw71b5eObHg8njIj8agZwzDkcrnkdrtlmmaow6kTyKm1yKe1yKf1SnOKslq2bKlp06b5tx0OWy25AyAAzG0b5Hv12fIHck/K9+qzcoz/bUgKMOKqZlwhGPW2ay6CrVYX7pGRkYqMjCy33zRN/ui0EPm0Hjm1Fvm0FvlEoDkcDsXGxoY6DABBYvrOnR8tvQTfktfl6N47qFOfiat6QjHqbWUuavtU+1pduKO82v6FBADUfW63Ww8++KAiIyOVlpam0aNHV3qbG+vZBB7rW1iLfJZn7v3SX+xVKtcj7f1SRocuZXYHMp9XElcgBTqumuTUt/Vyo96PyXGt9cW7Vbnwbd0g35L/V+6ig3HvWBmNm0r5OVLTZjLSql87Bet33VaFe1FRkdxut3/7+PHjOnTokBo1asR961XAvR8AALtr166dJkyYoMTEROXm5iozM1NPPPGEZs+erejo6HLtWc8meLitw1rk87/O7P5cOVVoF2v41DAhocJjgcinFXEFQrDiqmpOzXPndOztuZdsY7z9hlxD7pJRz9oBQytyUfjJBzr56jPlD+SelPlahi6cY1jPGa+mD0xSTN+BNYo3kGxVuO/fv18zZszwby9YsECS1K9fP02cODFUYdUK3PsBAKgNLnzsa3Jysr+Q37hxowYOLP+HEuvZBB7rW1iLfJbnM6u2jkWe6VDBsWNl9gUyn1cSVyAFOq7q5tT37x3yeY5fss05z7c6+s+1clg8M+FKc2H6zuncqxlVfr9znuM6+fRk5VZjBkGw1rOxVeF+zTXXaNmyZaEOo9ax630wAABcTsOGDZWYmFhmxt2FWM8meMiptcjnBdp1lOKaX3rKc5xTatex0pwFJJ8WxBUQQYqrqjk18y4zVf2Cdnb7GZl7dl1+qn0FfEv+V+rey1a1E8u41gV7s6t470d2cOIBAKCKSm+TY7E6oO4yHPXkGDnukm0cI8cGvUgirirGE9vM0nbVeu8rzIWZV5WJ9hWwYe1E4V4HVPULWeMvLgAAFlmwYIGys7N1/Phx7d69W88//7wcDoduuOGGUIcGIICMHn3kGP/b86OnF4pzhvSWTuKqgnadysdxsTjn+XYBcCW5uJKLCXarnWw1VR41Y8Q2U1UmpQTiKhgAANWRk5OjF198UadOnVKTJk3UoUMHzZo1S02aNAl1aAACzOjRR47uvW33BCTiukwc/xn1rnA9rf8I9AyAGuei9KJDDabL2612onCvC6ryhQzgVTAAAKrq4YcfDnUIAELIcNST2neR3R6WR1yXieM/o94XPsFK0vlR75FjgzIDoCa5qMpFhwrZsHaicK8D7HAVDAAAAEDdZZcZANVV6UWHS7Bj7UThXkfY4SoYAAAAgLrLLjMAqquiiw7mqXyZy+bWmtqJwr0Oqa1XwQAAAAAgkC6+6GBIMntcX2tqJwr3Oqa2XgUDAAAAgGCqTbUTj4MDAAAAAMDGKNwBAAAAALAxCncAAAAAAGyMwh0AAAAAABujcAcAAAAAwMYo3AEAAAAAsDEKdwAAAAAAbIzCHQAAAAAAG6NwBwAAAADAxijcAQAAAACwMQp3AAAAAABsjMIdAAAAAAAbo3AHAAAAAMDGKNwBAAAAALAxCncAAAAAAGyMwh0AAAAAABujcAcAAAAAwMYo3AEAAAAAsDEKdwAAAAAAbIzCHQAAAAAAG6NwBwAAAADAxijcAQAAAACwMQp3AAAAAABsjMIdAAAAAAAbo3AHAAAAAMDGKNwBAAAAALCxiFAHUJHVq1dr5cqVysvLU3Jysu6//361bds21GEBAACL0NcDAFB1thtx37BhgxYsWKDhw4crIyNDycnJmjVrlvLz80MdGgAAsAB9PQAA1WO7wv29997ToEGDNGDAACUlJWncuHGKiorShx9+GOrQAACABejrAQCoHltNlS8pKdGBAwd01113+fc5HA516dJFe/bsKdfe6/XK6/X6tw3DUHR0tCIibPWxai3DMCRJkZGRMk0zxNHUDeTUWuTTWuTTeqU5xX/R19sPv/vWIp/WIp/WI6fWClZfb6ter6CgQD6fT7GxsWX2x8bG6ujRo+XaL1++XJmZmf7tvn376pe//KXi4uICHWpYcTqdoQ6hziGn1iKf1iKfCCT6evvid99a5NNa5NN65LR2sd1U+eoYNmyY5s+f7/83ZswYvfjii/ruu+9CHVqd8N133+nRRx8lnxYip9Yin9Yin9b77rvvNHXqVBUVFYU6lFqLvj7w+N23Fvm0Fvm0Hjm1VrD6elsV7k2aNJHD4VBeXl6Z/Xl5eeWuzEvnp3fExMT4/0VHR+uTTz5hyodFTNPUwYMHyaeFyKm1yKe1yKf1TNPUnj175PP5Qh2KbdDX2w+/+9Yin9Yin9Yjp9YKVl9vq8I9IiJCrVu31s6dO/37fD6fdu7cqbS0tBBGBgAArEBfDwBA9dnqHndJGjp0qObMmaPWrVurbdu2WrVqlYqLi9W/f/9QhwYAACxAXw8AQPXYrnDv06ePCgoKtGzZMuXl5SklJUWPP/54hdPnLhYZGanhw4crMjIy8IGGAfJpPXJqLfJpLfJpPXJaMfp6eyGn1iKf1iKf1iOn1gpWPg2TmxsAAAAAALAtW93jDgAAAAAAyqJwBwAAAADAxijcAQAAAACwMQp3AAAAAABszHaryl9s9erVWrlypfLy8pScnKz7779fbdu2rbT9xo0btXTpUp04cUIul0s//OEP1aNHD/9x0zS1bNkyrV27VmfOnFGHDh00duxYJSQkBOPjhJyV+SwpKdGSJUv0r3/9S8ePH1dMTIy6dOmi0aNHq1mzZsH6SCFl9ffzQv/v//0/vf/++7rvvvt02223Beoj2Eog8vn1119r4cKFys7Ols/nU1JSkh555BE5nc5AfxxbsDqnRUVFWrhwobZs2aJTp04pPj5eQ4YM0c033xyMjxNy1cnnkSNHtHTpUh08eFAnTpyo9He5uj+juoi+3lr09dajv7cW/b216OutZdu+3rSxTz75xBw1apT5wQcfmEeOHDH//Oc/mz/+8Y/NvLy8Ctv/+9//NkeMGGGuWLHCPHLkiLl48WJz5MiR5ldffeVvs3z5cvO+++4zN2/ebB46dMjMyMgwJ06caBYXFwfrY4WM1fk8c+aMOXPmTPOTTz4xv/nmG3P37t3mY489Zj766KPB/FghE4jvZ6lNmzaZkyZNMh944AHzvffeC/RHsYVA5PPYsWPmT37yE/Ott94yDxw4YB47dszcsmVLpeesawKR0z//+c/mz3/+c3Pnzp3mt99+a65Zs8YcMWKEuWXLlmB9rJCpbj737t1rLliwwFy/fr05bty4Cn+Xq3vOuoi+3lr09dajv7cW/b216OutZee+3tZT5d977z0NGjRIAwYMUFJSksaNG6eoqCh9+OGHFbZftWqVunfvrjvuuENJSUkaOXKkWrdurdWrV0s6fwV+1apVuvvuu3XdddcpOTlZP//5z5Wbm6stW7YE86OFhNX5jImJ0bRp09SnTx8lJiYqLS1N999/vw4cOCCPxxPMjxYSVuezVE5Ojt544w099NBDioiw/aQYywQin0uWLFF6errGjBmj1NRUuVwu9ezZU02bNg3WxwqpQOR0z5496tevn6655hrFx8dr8ODBSk5O1r59+4L1sUKmuvls27atfvSjH6lv376VPtu1uuesi+jrrUVfbz36e2vR31uLvt5adu7rbVu4l5SU6MCBA+rSpYt/n8PhUJcuXbRnz54KX7Nnz54y7SWpW7du2rt3ryTp+PHjysvLU9euXf3HY2Ji1LZt20rPWVcEIp8VKSwslGEYiomJsSZwmwpUPn0+n/70pz/pjjvuUMuWLQMTvA0FIp8+n0/btm1TQkKCZs2apbFjx+rxxx/X5s2bA/dBbCRQ39G0tDRt3bpVOTk5Mk1TO3fu1LFjx8r8/2pdVJN8huKctQ19vbXo661Hf28t+ntr0ddby+59vW0L94KCAvl8PsXGxpbZHxsbq7y8vApfk5eXV+7KWtOmTf3tS//3Um3qqkDk82Jnz57VwoUL1bdv3zrfmQcqnytWrFC9evU0ZMgQiyO2t0Dks6CgQEVFRVqxYoW6deumqVOnqlevXpo9e7ays7MD8CnsJVDf0fvvv19XX321fvazn2n06NF6+umn9dOf/lSdOnWy+BPYS03yGYpz1jb09dair7ce/b216O+tRV9vLbv39eEzLwcBVVJSoj/84Q+SpLFjx4Y4mtrpwIEDWrVqlTIyMmQYRqjDqfV8Pp8kqWfPnho6dKgkKSUlRbt371ZWVlad73wC5e9//7v27t2ryZMnq0WLFvryyy81d+5cxcXF1fkr8UC4o6+3Bv29tejvrUdfb0+2LdybNGkih8NR7kpEXl5euSsWpWJjY5Wfn19mX35+vr996f/m5+crLi6uTJuUlBSLIrenQOSzVGlH7vF49MQTT4TFFfhA5PPLL79UQUGBJkyY4D/u8/m0YMECrVq1SnPmzLHyI9hKIPLZpEkT1atXT0lJSWXaXH311dq9e7dVodtWIHJ69uxZLV68WL/5zW/8q88mJyfr0KFDWrlyZZ3uzGuSz1Ccs7ahr7cWfb316O+tRX9vLfp6a9m9r7ftVPmIiAi1bt1aO3fu9O/z+XzauXOn0tLSKnxNWlqaduzYUWbfF198oXbt2kmS4uPjFRsbW6ZNYWGh9u3bV+k564pA5FP6b0fudrs1bdo0NW7cODAfwGYCkc8bb7xRzz//vJ577jn/v7i4ON1xxx2aMmVK4D6MDQQinxEREWrTpo2OHj1aps2xY8fC4tEwgchpSUmJzp07V26EyOFwyDRNiz+BvdQkn6E4Z21DX28t+nrr0d9bi/7eWvT11rJ7X2/bwl2Shg4dqrVr1+qjjz7S119/rddff13FxcXq37+/JOnll1/WokWL/O1vvfVWff7551q5cqW++eYbLVu2TPv379f3v/99SZJhGLr11lv1zjvv6LPPPtPhw4f18ssvKy4uTtddd10oPmJQWZ3PkpISvfDCCzpw4IB+8YtfyOfzKS8vT3l5eSopKQnFRwwqq/PZuHFjtWrVqsy/iIgIxcbGKjExMRQfMaiszqck3XHHHdqwYYPef/99ud1urV69Wlu3btUtt9wS7I8XElbnNCYmRp06ddJf/vIX7dq1S8ePH9dHH32kdevWqVevXqH4iEFV3XyWlJTo0KFDOnTokEpKSpSTk6NDhw7J7XZX+ZzhgL7eWvT11qO/txb9vbXo661l577etlPlJalPnz4qKCjQsmXLlJeXp5SUFD3++OP+aQUej6fM1aD27dvroYce0pIlS7R48WIlJCToN7/5jVq1auVvc+edd6q4uFivvfaaCgsL1aFDBz3++OOKiooK9scLOqvzmZOTo88++0ySNHny5DLv9eSTT+qaa64JzgcLkUB8P8NZIPLZq1cvjRs3Tn/72980b948JSYm6pFHHlGHDh2C/fFCIhA5ffjhh7Vo0SK99NJLOn36tFq0aKFRo0bppptuCvbHC7rq5jMnJ6fM/zeuXLlSK1euVKdOnTR9+vQqnTMc0Ndbi77eevT31qK/txZ9vbXs3NcbZl2f8wAAAAAAQC1m66nyAAAAAACEOwp3AAAAAABsjMIdAAAAAAAbo3AHAAAAAMDGKNwBAAAAALAxCncAAAAAAGyMwh0AAAAAABujcAcstG/fPk2dOlU/+tGPdO+99+rQoUOhDkmSNHHiRM2ZMyfUYYTEnDlzNHHixFCHAQCoQ+jv7Yf+HnVdRKgDAOqKkpIS/eEPf1BkZKTuu+8+RUVFyel0Bu39d+/erc8//1y33XabGjZsGLT3BQAgnNDfAwgFCnfAIt9++61OnDihBx98UIMGDQr6++/evVuZmZnq379/uY78j3/8owzDCHpMAADUNfT3AEKBqfKARfLz8yWpSle/i4qKAh1OGZGRkYqIsMd1umB/dgAArER/XzX094C1DNM0zVAHAdR2c+bM0bp168rs69Spk6ZPn645c+bo008/1fPPP6958+bpyy+/VOfOnTV58mR9+eWX+vvf/669e/cqPz9fTZs2Ve/evTV69GhFRUWVOd8333yjpUuXateuXSoqKpLT6dT3vvc9jRo1SsuWLVNmZma5uF5++WXFx8dr4sSJ6tSpU5l7v7799lstXLhQO3bskNfrVXJysu655x716NHD32bXrl2aMWOGHn74YbndbmVlZenUqVNq3769HnjgAblcrkvmpTSuF154QX/961+1fft2tWjRQs8995wk6Z///Kf+7//+T19//bWioqLUrVs3jRkzpsyUw+rkaPPmzVq6dKncbrdcLpdGjBihLVu2KDs7O2zv+QMAWIf+vmL090Dg2eOSHFDL3XTTTWrWrJmWL1+uIUOGqE2bNoqNjfUf9/l8mjVrljp06KAf/ehHql+/viRp48aNKi4u1s0336zGjRtr3759Wr16tXJycvTrX//a//qvvvpKTzzxhCIiIjRo0CDFx8fL7XZr69atGjVqlHr37q1jx47pk08+0X333afGjRtLkpo0aVJhvHl5eZo6darOnj2rIUOGqFGjRlq3bp0yMjL0yCOPqFevXmXar1ixQoZh6Pbbb1dhYaHeffddvfTSS3r66aerlJ8XXnhBLpdLo0aNUum1wnfeeUdLly7V9ddfr0GDBqmgoEB///vf9eSTT+q5557zj2RUNUeff/65Zs+eraSkJI0aNUqnT5/WK6+8oubNm1cpRgAALof+/tLo74HAoXAHLJCWliav16vly5erY8eO+t73vlfmuNfr1fXXX6/Ro0eX2T9mzJgyV5EHDx4sl8ulxYsXy+Px+K9Ev/HGG5KkjIyMMlenf/jDH0qSkpOTlZqaqk8++UTXXXed4uPjLxnv3/72N+Xn52vmzJnq0KGD/70nTZqkN998Uz179pTD8d87ac6ePavnn3/eP/2uYcOGmj9/vg4fPqxWrVpdNj/Jycn65S9/6d8+ceKEli1bphEjRujuu+/27+/Vq5ceffRR/eMf//Dvr2qOFi5cqNjYWP3ud79TTEyMpPOjIE899ZRatGhx2RgBALgc+vtLo78HAod73IEgufnmm8vtu7CDKioqUkFBgdLS0mSapg4ePChJKigo0JdffqkBAwaUW7W2pgvQ/Otf/1Lbtm39nbgkNWjQQIMHD9aJEyf09ddfl2k/YMCAMvfMdezYUZJ0/PjxKr3fTTfdVGZ706ZNMk1Tffr0UUFBgf9fbGysXC6Xdu3a5W9blRzl5ubq0KFD6tevn78Tl6SuXbsqKSmpSjECAGAF+vv/or8HrMOIOxAE9erVU7Nmzcrt93g8Wrp0qT777DOdOXOmzLHCwkJJ5+9Nk6SWLVtaFo/H41G7du3K7b/66qv9xy+8sn7xHxCl09pOnz5dpfe7eETA7XbLNE099NBDFba/8I+GquToxIkTklThPXiJiYn+Dh8AgECiv6e/BwKFwh0IgoiIiDJT0aTz98H97ne/0+nTp3XnnXfq6quvVv369ZWTk6NXXnlFdlo38uLYq+viRWV8Pp8Mw9Bjjz1W4bkbNGjgb1dbcgQAAP09/T0QKBTuQIgcPnxYx44d08SJE9WvXz///i+++KJMu6uuukqSdOTIkUuerzrT6JxOp44ePVpu/zfffOM/Hkgul0umaSo+Pl6JiYmVtqtqjkrvaXO73eXOUdHnBAAgWOjv6e8BK3CPOxAipVeeL7yKbJqmVq1aVaZdkyZN1LFjR3344YfyeDxljl342tKVa0unk11Kenq69u3bpz179vj3FRUVae3atWrRokXA7xPr1auXHA6HMjMzy11FN01Tp06dklT1HMXFxSklJUXr1q0r8/m/+OKLcvfvAQAQTPT39PeAFRhxB0IkMTFRV111ld566y3l5OQoJiZGmzZtqvA+sp/85Cd64okn9Oijj/ofD3PixAlt27ZNzz//vCSpdevWkqTFixerb9++qlevnq699lr/NLQL3XXXXfrkk0/09NNPl3k8zPHjx/XII49c8VS5y3G5XBo5cqQWLVqkEydO6LrrrlODBg10/PhxbdmyRYMGDdIdd9xRrRyNHj1azzzzjKZNm6YBAwbo9OnTWr16tVq2bKmioqKAfh4AACpDf09/D1iBEXcgRCIiIvToo48qJSVFf/vb3/T222/L5XLp5z//ebm2KSkpmjVrljp27Kg1a9Zo3rx52rRpk3r27Olv07ZtW40YMUJfffWV5syZoxdffFEFBQUVvndsbKyeeuopde3aVatXr9aiRYv88Vz8TNdAueuuu/TII4/IMAy9/fbbeuutt7R161Z17drV/7mqk6Pu3bvr17/+tXw+nxYvXqzNmzdrwoQJ/j9wAAAIBfp7+nvACobJag8AAAAAANgWI+4AAAAAANgYhTsAAAAAADZG4Q4AAAAAgI1RuAMAAAAAYGMU7gAAAAAA2BiFOwAAAAAANkbhDgAAAACAjVG4AwAAAABgYxTuAAAAAADYGIU7AAAAAAA2RuEOAAAAAICNUbgDAAAAAGBjFO4AAAAAANjY/wf8uDEsAtQZSAAAAABJRU5ErkJggg==", + "image/png": "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", "text/plain": [ "
" ] @@ -608,7 +837,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "0.83 MB\n" + "2.26 MB\n" ] } ], @@ -627,7 +856,7 @@ { "data": { "text/plain": [ - "(0.0, 85.87495975494384)" + "(0.0, 89.82277641296386)" ] }, "execution_count": 17, @@ -636,7 +865,7 @@ }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAkQAAAG0CAYAAADTmjjeAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/H5lhTAAAACXBIWXMAAA9hAAAPYQGoP6dpAAA8XElEQVR4nO3de3gU5d3/8c9sDkA4ZAObuAmRQIwhUsJJDgqt4rEVeVDQlkO1tDZpK1ht1WpFsZ5Q0Qd7UGp9KgixKmDKoVrgB8VDC7GCYAWFEiIiIEnJkmwiicAmO78/YraugZgs2exs5v26Lq92Zu+dfGe/YD7ec8+sYZqmKQAAABtzRLoAAACASCMQAQAA2yMQAQAA2yMQAQAA2yMQAQAA2yMQAQAA2yMQAQAA2yMQAQAA2yMQAQAA24uNdAGRUllZqbq6ukiXYXvJyckqLy+PdBkQvbASemEN9ME6kpOTVVlZqaSkpLD9DNsGorq6Ovl8vkiXYWuGYUhq6AXfIBNZ9MI66IU10Afr+GIvwolLZgAAwPZsO0OEljH99dKenTK9FTKcPaWzB8hwxES6LAAA2hSBCKdkbiuSf8kfpcojDduSlNRLjin5MoaNjmhtAAC0JS6Z4aTMbUXyP/1oIAwFVB6R/+lHZW4rikxhAACEAYEITZj++oaZoWb4lzzbcDkNAIAOgECEpvbsbDoz9GWVnoZxAAB0AAQiNGF6K9p0HAAAVkcgQhOGs2ebjgMAwOoIRGjq7AFSUq/mxyS5GsYBANABEIjQhOGIkWNKfrNjHFPyeB4RAKDDIBDhpIxho+W48ZdNZ4qSXHLc+EueQwQA6FB4MCNOyRg2Wo4ho3hSNQCgwyMQoVmGI0bqnysj0oUAABBGXDIDAAC2RyACAAC2RyACAAC2RyACAAC2RyACAAC2RyACAAC2Z6nb7v1+v5YtW6Z//OMf8nq96tmzpy688EJdc801MoyGG79N09SyZcu0YcMG1dTUKCcnR3l5eUpNTY1w9QAAIFpZaoZo5cqVWr9+vX74wx/q17/+tb773e/qL3/5i9asWRMYs2rVKq1Zs0b5+fl6+OGH1alTJ82ZM0cnTpyIYOUAACCaWWqGqLi4WMOHD9ewYcMkSSkpKdq4caNKSkokNcwOrV69WpMmTdKIESMkSTfddJPy8/O1ZcsWjRkzpskxfT6ffD5fYNswDHXp0kWGYQRmnRAZjZ8/fYg8emEd9MIa6IN1tFcvLBWIsrOztWHDBh06dEhpaWnat2+fdu/ere9973uSpMOHD8vr9WrQoEGB9yQkJCgrK0vFxcUnDUQrVqxQYWFhYLtfv36aO3euXC5X+E8ILeJ2uyNdAj5HL6yDXlgDfbCOcP/etlQguvrqq/XZZ5/p5z//uRwOh/x+v6ZMmaJvfOMbkiSv1ytJSkxMDHpfYmJi4LUvmzhxosaPHx/YbkyYHo8naOYI7c8wDLndbpWVlck0zUiXY2v0wjrohTXQB+to7IXH4wlrKLJUIHrrrbe0ceNG3XzzzTrzzDO1b98+LVq0SElJSRo7dmxIx4yLi1NcXFyT/aZp8ofcIuiFddAL66AX1kAfrCPcfbBUIPrTn/6kq666KnDpq0+fPiovL9fKlSs1duxYOZ1OSVJVVZWSkpIC76uqqlLfvn0jUDEAAOgILHWX2fHjx+VwBJfkcDgCqTAlJUVOp1M7duwIvF5bW6uSkhJlZ2e3a60AAKDjsNQM0bnnnqvly5fL5XIpPT1d+/bt06uvvqqLLrpIUsN1xHHjxmn58uVKTU1VSkqKlixZoqSkpMBdZwAAAK1lqUB0ww03aOnSpXr22WdVVVWlnj176rLLLtO1114bGHPVVVfp+PHjeuaZZ1RbW6ucnBzNmjVL8fHxEawcAABEM8O06Wqx8vJy7jKLMMMwlJqaqtLSUhYtRhi9sA56YQ30wToae1FeXq7k5OSw/RxLrSECAACIBAIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwvdhIF/BFM2fOVHl5eZP9l19+ufLy8nTixAkVFBSoqKhIPp9PgwcPVl5enpxOZ/sXCwAAOgxLBaJHHnlEfr8/sL1//3499NBDOv/88yVJixcv1rZt23TrrbcqISFBCxYs0Lx58/Tggw9GqmQAANABWCoQ9ejRI2h75cqVOuOMMzRgwADV1tbqtdde0y233KKBAwdKkmbMmKGf//znKi4uVnZ29kmP6fP55PP5AtuGYahLly4yDEOGYYTvZPCVGj9/+hB59MI66IU10AfraK9eWCoQfVFdXZ3+8Y9/6Morr5RhGNq7d6/q6+uVm5sbGNO7d2+5XK5mA9GKFStUWFgY2O7Xr5/mzp0rl8sV9nNAy7jd7kiXgM/RC+ugF9ZAH6wj3L+3LRuINm/erJqaGo0dO1aS5PV6FRsbq65duwaNS0xMlNfrPeVxJk6cqPHjxwe2GxOmx+MJmjlC+zMMQ263W2VlZTJNM9Ll2Bq9sA56YQ30wToae+HxeMIaiiwbiF5//XUNGTJEPXv2PK3jxMXFKS4ursl+0zT5Q24R9MI66IV10AtroA/WEe4+WPK2+/Lycm3fvl2XXHJJYJ/T6VRdXZ1qamqCxlZVVXGXGQAAOC2WDESvv/66EhMTNWzYsMC+zMxMxcTEaMeOHYF9hw4dksfjOeX6IQAAgJaw3CUzv9+vN954QxdeeKFiYmIC+xMSEnTxxReroKBA3bp1U0JCghYuXKjs7GwCEQAAOC2WC0Q7duyQx+PRRRdd1OS16dOnyzAMzZs3T3V1dYEHMwIAAJwOw7TparHy8nLuMoswwzCUmpqq0tJSFi1GGL2wDnphDR25D6a/XtqzU6a3Qoazp3T2ABmOmK9+Y4Q09qK8vFzJyclh+zmWmyECAADhYW4rkn/JH6XKIw3bkpTUS44p+TKGjY5obZFmyUXVAACgbZnbiuR/+tFAGAqoPCL/04/K3FYUmcIsgkAEAEAHZ/rrG2aGmuFf8mzD5TSbIhABANDR7dnZdGboyyo9DeNsikAEAEAHZ3or2nRcR0QgAgCggzOcLfsarJaO64gIRAAAdHRnD5CSejU/JsnVMM6mCEQAAHRwhiNGjin5zY5xTMlr1fOITH+9zN075H/7TZm7d0T9gmyeQwQAgA0Yw0bLceMvg55DJElKcjWEoVY8h6gjPs+IQAQAgE0Yw0bLMWTUaT2pOvA8oy/7/HlGjht/KZ3mz4gEAhEAADZiOGKk/rkyQnhvi55nVDBfisLZI9YQAQCAlmnJ84xqPo3Kp2ETiAAAQIuc7nOKrPw0bAIRAABokdN+TpGFn4ZNIAIAAC3TkucZfQWrPg2bQAQAAFqkJc8z+spjWPRp2AQiAADQYo3PM2oyU+TsJXXt3vybLfw0bG67BwAArXKq5xnpX2+f/BlFn2vt07DbE4EIAAC02kmfZ9SGT8NubwQiAADQZtriadiRQCACAABt6nSehh0pLKoGAAC2RyACAAC2RyACAAC2RyACAAC2RyACAAC2RyACAAC2RyACAAC2RyACAAC2RyACAAC2RyACAAC2RyACAAC2Z7nvMquoqNCf/vQn/etf/9Lx48fldrs1Y8YMnXXWWZIk0zS1bNkybdiwQTU1NcrJyVFeXp5SU1MjXDkAAE2Z/vqo+6JTO7JUIDp69Khmz56tr33ta5o1a5Z69Oih0tJSde3aNTBm1apVWrNmjWbOnKmUlBQtXbpUc+bM0RNPPKH4+PgIVg8AQDBzW5H8S/4oVR5p2JakpF5yTMmXMWx0RGtDMEsFolWrVqlXr16aMWNGYF9KSkrg/5umqdWrV2vSpEkaMWKEJOmmm25Sfn6+tmzZojFjxjQ5ps/nk8/nC2wbhqEuXbrIMAwZRjR9D2/H0/j504fIoxfWQS+soS364N9aJP/TjzZ9ofKI/E8/KseNd8lxLqHoq7TX3wlLBaJ33nlHgwcP1hNPPKGdO3eqZ8+euvzyy3XppZdKkg4fPiyv16tBgwYF3pOQkKCsrCwVFxefNBCtWLFChYWFge1+/fpp7ty5crlc4T8htIjb7Y50CfgcvbAOemENofbBrK9X6csLmh1jvLxQ7iuulhHD5bOWCPfvbUsFosOHD2v9+vW68sorNXHiRH344Yd67rnnFBsbq7Fjx8rr9UqSEhMTg96XmJgYeO3LJk6cqPHjxwe2GxOmx+MJmjlC+zMMQ263W2VlZTJNM9Ll2Bq9sA56YQ2n2wf/v3fI7znc7Jh6z3906O8b5MjJDbVMW2jshcfjCWsoslQg8vv9OuusszRt2jRJDbM5+/fv1/r16zV27NiQjhkXF6e4uLgm+03T5F82FkEvrINeWAe9sIZQ+2B6j7R4HH1umXB/Tpa67T4pKUnp6elB+9LT0+XxeCRJTqdTklRVVRU0pqqqKvAaAACRZjh7tuk4hJ+lAlH//v116NChoH2HDh1ScnKypIYF1k6nUzt27Ai8Xltbq5KSEmVnZ7drrQAAnNLZA6SkXs2PSXI1jIMlWCoQXXnlldqzZ4+WL1+usrIybdy4URs2bNA3v/lNSQ3XEceNG6fly5frnXfe0f79+/XUU08pKSkpcNcZAACRZjhi5JiS3+wYx5Q8nkdkIZZaQ5SVlaXbb79dL774ov785z8rJSVF06dP1ze+8Y3AmKuuukrHjx/XM888o9raWuXk5GjWrFk8gwgAYCnGsNFy3PjLoOcQSZKSXA1hiOcQWYph2nQ1V3l5OXeZRZhhGEpNTVVpaSmLCiOMXlgHvbCGtuwDT6o+PY29KC8vDyyhCQdLzRABANDRGI4YqX+ueNSmtVlqDREAAEAkEIgAAIDtEYgAAIDtEYgAAIDtsagaABB1uHMLbY1ABACIKua2oqBn+5iSlNRLjin5PNsHIeOSGQAgapjbiuR/+tHgBx1KUuUR+Z9+VOa2osgUhqhHIAIARAXTX98wM9QM/5JnGy6nAa1EIAIARIc9O5vODH1ZpadhHNBKBCIAQFQwvRVtOg74IgIRACAqGM6ebToO+CICEQAgOpw9QErq1fyYJFfDOKCVCEQAgKhgOGLkmJLf7BjHlDyeR4SQEIgAAFHDGDZajht/2XSmKMklx42/5DlECBkPZgQARBVj2Gg5hoziSdVoUwQiAEDUMRwxUv9cGZEuBB0Gl8wAAIDtEYgAAIDtEYgAAIDtEYgAAIDttWhR9dy5c0/rh0ydOlV9+vQ5rWMAAACES4sC0bZt29S9e3d16tSpVQc3TVNHjhzRlVdeGVJxAAAA7aHFt91///vf19e//vVWHby6ulr5+c0/VRQAACDSWrSGKCMjQ926dWv1wWNjY5WRkaHOnTu3+r0AAADtpUUzRI899lhIB09ISAj5vQAAAO2Fu8wAAIDthfTVHR6PRx6PRzk5OYF9+/bt06uvviqfz6cxY8Zo5MiRbVYkAABAOIU0Q7Rw4UK9/PLLgW2v16v7779fb7/9tnbt2qV58+bp7bffbrMiAQAAwimkQPThhx8qNzc3sP33v/9dJ06c0OOPP64//OEPys3N1SuvvNJmRQIAAIRTSIHo6NGjSkxMDGxv3bpVAwYMkNvtlsPh0MiRI/XJJ5+0WZEA7MP018vcvUP+t9+UuXuHTH99pEsCYAMhrSHq0aOHysvLJUk1NTXas2ePpk2bFnjd7/fL7/e3TYUAbMPcViT/kj9KlUcatiUpqZccU/JlDBsd0doAdGwhBaLc3FytWbNGCQkJ+uCDD2SaZtAi6oMHD6pXr16tPu6yZctUWFgYtC8tLU2/+c1vJEknTpxQQUGBioqK5PP5NHjwYOXl5cnpdIZyGgAsxNxWJP/TjzZ9ofKI/E8/KseNvyQUAQibkALRtGnTVFpaqueff16xsbG6/vrrlZKSIkny+Xx66623NGbMmJAKOvPMMzV79uzAtsPx36t6ixcv1rZt23TrrbcqISFBCxYs0Lx58/Tggw+G9LMAWIPpr2+YGWqGf8mzcgwZJcMR005VAbCTkAKR0+nUgw8+qNraWsXHxys29r+HMU1Ts2fPlsvlCqkgh8Nx0hmf2tpavfbaa7rllls0cOBASdKMGTP085//XMXFxcrOzg7p5wGwgD07A5fJTqnS0zCuf27z4wAgBCEFokYJCQlN9sXHx6tv374hH7OsrEw//vGPFRcXp+zsbE2bNk0ul0t79+5VfX190N1tvXv3lsvlajYQ+Xw++Xy+wLZhGOrSpYsMw5BhGCHXidPX+PnTh8iLdC/MqsqWDayq7PB/XiLVC9NfL7N4p1RVISX2lJE9wNazcZH+O4H/aq9ehByIqqurtXLlSr377ruBBdbJyckaOnSoJkyYENK6nrPPPlszZsxQWlqaKisrVVhYqHvvvVfz5s2T1+tVbGysunbtGvSexMREeb3eUx5zxYoVQeuS+vXrp7lz54Y8g4W253a7I10CPhepXhzLzFJ5C8b1ysxS59TUsNdjBe3Zi9pNr8n7f/8rv+dwYF+MK0WJP7pdCWMubrc6rIh/P1lHuH9vhxSIDhw4oAceeEDV1dXKysrSeeedJ0kqLS3VX//6V/3jH//Q7Nmz1adPn1Ydd+jQoYH/n5GREQhIb731luLj40MpVRMnTtT48eMD240J0+PxBM0cof0ZhiG3262ysjKZphnpcmwt0r0we7mlpF7NXzZLcqmil1tGaWn7FRYB7d0L/9Yi+Z9+pMn+es9hHXn4DlXeeJcc59pvMXuk/07gvxp74fF4whqKQgpECxYskN/v15w5c5SVlRX0WklJiR555BE999xz+tWvfnVaxXXt2lVpaWkqKyvToEGDVFdXp5qamqBZoqqqqmZno+Li4hQXF9dkv2ma/CG3CHphHRHrheGQY0r+ye8y+5xjSp5kOGzzZ6U9etGwmP3/mh3jX/JHachI214+499P1hHuPoT0YMaSkhKNGzeuSRiSpKysLF1xxRXas2fPaRd37NgxlZWVyel0KjMzUzExMdqxY0fg9UOHDsnj8bCgGugAjGGj5bjxlw0zRV+U5OKW+3BpzWJ2oIMLaYYoMTHxpLMujeLj44OeZN1SBQUFGj58uFwulyorK7Vs2TI5HA59/etfV0JCgi6++GIVFBSoW7duSkhI0MKFC5WdnU0gAjoIY9hoOYaMkvbslOmtkOHsKZ1t78W94WR6K1o8jqXF6OhCCkTjxo3T2rVrdcEFFzS5XFVRUaF169Zp3LhxrT5uRUWFfvvb3+rTTz9Vjx49lJOTozlz5qhHjx6SpOnTp8swDM2bN091dXWBBzMC6DgMR4zUP5dfwO3AcPZUSy5CGM6eYa8FiLSQApFpmurcubN++tOfauTIkYFV+KWlpdqyZYvcbrdM09Srr74a9L4vLm4+mZ/97GfNvh4fH6+8vDxCEAC0hbMHtGgxu84e0H41ARESUiB6/vnnA/9/48aNTV7fv39/0JhGXxWIAADtx3DEtGgxO5csYQchBaKnnnqqresAAERA42L2L36prqSGxexT8ljMDtsIKRAlJye3dR0AgAhhMTtwml/dcfToUW3fvj3oSdW5ubnq3r17mxQHAGgfLGaH3YUciJYtW6ZVq1aprq4u+ICxsZowYYImT5582sUBAAC0h5ACUWFhof785z9r6NCh+ta3vqW0tDRJDQ9KXLt2rZYvX66YmBhde+21bVosAABAOIQUiNavX69zzz1Xd9xxR9D+lJQUDRkyRI8++qjWr19PIAIAAFEhpK/uqK2t1ZAhQ075+rBhw/TZZ5+FWhMAAEC7CikQ5eTkNPtdZXv27FH//v1DLgoAAKA9hRSI8vPzVVxcrEWLFqmsrEx+v19+v19lZWVatGiR9uzZo/z8/LauFQAAICxatIboe9/7ngwj+GbM+vp6rVmzRmvWrJHD0ZCr/H6/JCkuLk6/+MUvtHjx4jYuFwAAoO21KBCNGjWqSSACAADoKFoUiGbOnBnuOgAAACImpDVEAAAAHUmLn0O0d+/eVh88MzOz1e8BAABoby0ORHfddVerD7506dJWvwcAAKC9tepJ1fHx8Ro6dKiGDBkSuLMMAAAg2rU4EOXn52vTpk3avHmzdu7cqfPOO09f//rXlZOTE876AAAAwq7FgejSSy/VpZdeqoqKCm3cuFGbNm3S+vXr5XK5NGbMGI0ZM0YZGRnhrBUAACAsWv3lrj179tSECRM0YcIEHTx4MBCOVq1apfT0dF1//fXNfs8ZAHR0pr9e2rNTprdChrOndPYAGY6YSJcFoBkhfdt9o/T0dE2ZMkXnn3++Fi1apJ07d6qkpIRABMC2zG1F8i/5o1R5pGFbkpJ6yTElX8aw0RGtDcCphRyIDh8+HJgdOnjwoM444wxNmjRJY8eObcPyACB6mNuK5H/60aYvVB6R/+lH5bjxl4QiwKJaFYiqqqpUVFSkjRs3qqSkRE6nU+eff75uvPFGZWVlhatGALA801/fMDPUDP+SZ+UYMorLZ4AFtTgQPfTQQ/rggw/UuXNnjRw5UpMnT9bAgQO5/R4AJGnPzsBlslOq9DSM65/bPjUBaLEWB6IdO3YoPj5eZ511lqqrqwPfdH8qhmHojjvuaJMiAcDqTG9Fi8fxVdmA9bQ4ELlcLklSaWlpi8YbBn/lAdiH4ezZsIC6BeMAWE+LA9H8+fPDWQcARLezB0hJvZq/bJbkahgHwHJYAAQAbcBwxMgxJb/ZMY4peSyoBiyKQAQAbcQYNlqOG3/ZMFP0RUkubrkHLK5Fl8xuv/12TZs2TcOGDWvVwWtra3XvvffqJz/5CbflA7AFY9hoOYaM4knVQJRpUSA6cOCAamtrW33w+vp6HThwQMeOHWv1ewEgWhmOGKl/LneTAVGkxYuqFy9erCVLlrTq4KbZknsuAAAAIqtFgejCCy88rR+SlJTU6vesXLlSL774osaNG6fvf//7kqQTJ06ooKBARUVF8vl8Gjx4sPLy8uR0Ok+rPgAAYG8tCkQzZswIdx1BSkpKtH79emVkZATtX7x4sbZt26Zbb71VCQkJWrBggebNm6cHH3ywXesDAAAdi+XuMjt27JiefPJJ/fjHP1bXrl0D+2tra/Xaa69p+vTpGjhwoDIzMzVjxgzt3r1bxcXFEawYAABEu5C/7T5cnn32WQ0dOlSDBg3S8uXLA/v37t2r+vp65eb+9zuAevfuLZfLpeLiYmVnZ5/0eD6fTz6fL7BtGIa6dOkiwzB4mnaENX7+9CHy6IV10AtroA/W0V69sFQg2rRpkz766CM98sgjTV7zer2KjY0NmjWSpMTERHm93lMec8WKFSosLAxs9+vXT3Pnzg18FQkiz+12R7oEfI5eWAe9sAb6YB3h/r1tmUDk8Xi0aNEi3XPPPYqPj2+z406cOFHjx48PbDcmTI/HEzRzhPZnGIbcbrfKysq4IzHC6IV10AtroA/W0dgLj8cT1lBkmUC0d+9eVVVV6c477wzs8/v92rVrl9auXau7775bdXV1qqmpCZolqqqqavYus7i4OMXFxTXZb5omf8gtgl5YB72wDnphDfTBOsLdB8sEotzcXP3v//5v0L6nn35aaWlpuuqqq+RyuRQTE6MdO3bovPPOkyQdOnRIHo/nlOuHAAAAWiLkQFRbW6t169bpgw8+UFVVlX70ox8pKytLR48e1RtvvKHhw4e36tprly5d1KdPn6B9nTp1Uvfu3QP7L774YhUUFKhbt25KSEjQwoULlZ2dTSACAACnJaRAdOTIEd13333yeDxKTU3VJ598Evh6jm7dumn9+vUqLy/XD37wgzYtdvr06TIMQ/PmzVNdXV3gwYwAAACnI6RA9Pzzz+uzzz7T448/rh49eig/Pz/o9REjRmjbtm2nXdx9990XtB0fH6+8vDxCEAAAaFMhPZhx+/btuuKKK5Senn7S5wKcccYZOnLkyGkXBwAA0B5CCkQnTpxQjx49Tvn6Z599FnJBAAAA7S2kQJSenq5du3ad8vUtW7aob9++odYEAADQrkIKROPGjdOmTZu0cuVK1dbWSmp4ZlBZWZmefPJJFRcX68orr2zTQgEAAMIlpEXVF1xwgTwej5YuXaolS5ZIkh5++GGZpimHw6GpU6dq5MiRbVooAABAuIT8HKJJkybpggsu0D//+c/Ao83POOMMjRo1SmeccUZb1ggAABBWIQUij8ejHj16yOVyBX1PWKMTJ06ourqaL1AFAABRIaQ1RDNnztTmzZtP+fo777yjmTNnhlwUAABAewopEH2Vuro6ORxhOTQAAECba/Els9ra2sAdZZL06aefyuPxNBlXU1OjoqKiZr+BHgAAwEpaHIj++te/qrCwMLC9aNEiLVq06JTjJ0+efFqFAQAAtJcWB6LBgwerc+fOMk1TL7zwgsaMGaN+/foFjTEMQ506dVJmZqbOOuusNi8WAAAgHFociLKzs5WdnS1JOn78uEaNGqU+ffqErTAAAID2EtJt99/+9rfbug4AAICICfnBjJL073//Wx999JFqa2tlmmaT16+99trTOTwAAEC7CCkQHT16VI888ohKSkqaHUcgAgAA0SCkQPT8889r//79uuWWW5SVlaWf/vSnuvvuu5WSkqJXX31Ve/bs0V133dXWtQIAAIRFSE9PfPfdd3XppZdq9OjR6tKli6SGO8zcbrfy8vKUnJzc7C35AAAAVhJSIKqpqdGZZ54pSercubMk6dixY4HXBw0apPfee68NygMAAAi/kAJRz5495fV6JUlxcXHq0aOHPv7448DrFRUVMgyjTQoEAAAIt5DWEJ1zzjnavn27Jk2aJEkaPXq0Vq1aJYfDIb/fr9WrV2vw4MFtWigAAEC4hBSIxo8fr+3bt8vn8ykuLk7f/va3dfDgQS1dulRSQ2C64YYb2rRQAACAcAkpEPXp0yfoKdXdunXT7NmzVVNTI4fDEVhoDQAAEA1avYbo+PHjuvPOO7Vu3bomr3Xt2pUwBAAAok6rA1GnTp10+PBhFk0DAIAOI6S7zIYMGcJt9QAAoMMIKRBdc801Ki0t1ZNPPql///vfqqio0NGjR5v8AwAAEA1CWlR92223SZIOHjyojRs3nnJc411nAAAAVhZSILrmmmtYQwQAADqMkALRd77znbauAwAAIGJCWkMEAADQkRCIAACA7YV0ySxc1q1bp3Xr1qm8vFySlJ6ermuvvVZDhw6VJJ04cUIFBQUqKiqSz+fT4MGDlZeXJ6fTGcGqAQBAtLPUDFHPnj01bdo0Pfroo3rkkUc0cOBAPfbYYzpw4IAkafHixdq6datuvfVW3X///aqsrNS8efMiXDUAAIh2lgpEw4cP17Bhw5Samqq0tDRNnTpVnTt31p49e1RbW6vXXntN06dP18CBA5WZmakZM2Zo9+7dKi4ujnTpAAAgilnqktkX+f1+vfXWWzp+/Liys7O1d+9e1dfXKzc3NzCmd+/ecrlcKi4uVnZ29kmP4/P55PP5AtuGYahLly4yDINHB0RY4+dPHyKPXlgHvbAG+mAd7dULywWi/fv36+6775bP51Pnzp11++23Kz09Xfv27VNsbKy6du0aND4xMVFer/eUx1uxYoUKCwsD2/369dPcuXPlcrnCdQpoJbfbHekS8Dl6YR30whrog3WE+/e25QJRWlqaHn/8cdXW1uqf//yn5s+fr/vvvz/k402cOFHjx48PbDcmTI/HEzRzhPZnGIbcbrfKyspkmmaky7E1emEd9MIa6IN1NPbC4/GENRRZLhDFxsYGEnlmZqY+/PBDrV69WqNHj1ZdXZ1qamqCZomqqqqavcssLi5OcXFxTfabpskfcougF9ZBL6yDXlgDfbCOcPfBUouqT8bv98vn8ykzM1MxMTHasWNH4LVDhw7J4/Gccv0QAABAS1hqhujFF1/UkCFD5HK5dOzYMW3cuFE7d+7U3XffrYSEBF188cUqKChQt27dlJCQoIULFyo7O5tABAAAToulAlFVVZXmz5+vyspKJSQkKCMjQ3fffbcGDRokSZo+fboMw9C8efNUV1cXeDAjAADA6TBMm14cLS8vZ1F1hBmGodTUVJWWlnKNPsLohXXQC2ugD9bR2Ivy8nIlJyeH7edYfg0RAABAuBGIAACA7RGIAACA7RGIAACA7RGIAACA7RGIAACA7RGIAACA7RGIAACA7RGIAACA7RGIAACA7RGIAACA7RGIAACA7RGIAACA7RGIAACA7RGIAACA7RGIAACA7RGIAACA7RGIAACA7RGIAACA7RGIAACA7RGIAACA7RGIAACA7RGIAACA7RGIAACA7RGIAACA7RGIAACA7RGIAACA7RGIAACA7RGIAACA7RGIAACA7RGIAACA7RGIAACA7cVGuoAvWrFihTZv3qxPPvlE8fHxys7O1nXXXae0tLTAmBMnTqigoEBFRUXy+XwaPHiw8vLy5HQ6I1c4AACIapaaIdq5c6e++c1vas6cObrnnntUX1+vhx56SMeOHQuMWbx4sbZu3apbb71V999/vyorKzVv3rwIVg0AAKKdpQLR3XffrbFjx+rMM89U3759NXPmTHk8Hu3du1eSVFtbq9dee03Tp0/XwIEDlZmZqRkzZmj37t0qLi6OcPUAACBaWeqS2ZfV1tZKkrp16yZJ2rt3r+rr65WbmxsY07t3b7lcLhUXFys7O7vJMXw+n3w+X2DbMAx16dJFhmHIMIwwnwGa0/j504fIoxfWQS+sgT5YR3v1wrKByO/3a9GiRerfv7/69OkjSfJ6vYqNjVXXrl2DxiYmJsrr9Z70OCtWrFBhYWFgu1+/fpo7d65cLlfYakfruN3uSJeAz9EL66AX1kAfrCPcv7ctG4gWLFigAwcO6IEHHjit40ycOFHjx48PbDcmTI/HEzRzhPZnGIbcbrfKyspkmmaky7E1emEd9MIa6IN1NPbC4/GENRRZMhAtWLBA27Zt0/33369evXoF9judTtXV1ammpiZolqiqquqUd5nFxcUpLi6uyX7TNPlDbhH0wjrohXXQC2ugD9YR7j5YalG1aZpasGCBNm/erHvvvVcpKSlBr2dmZiomJkY7duwI7Dt06JA8Hs9J1w8BAAC0hKVmiBYsWKCNGzfqjjvuUJcuXQLrghISEhQfH6+EhARdfPHFKigoULdu3ZSQkKCFCxcqOzubQAQAAEJmqUC0bt06SdJ9990XtH/GjBkaO3asJGn69OkyDEPz5s1TXV1d4MGMAAAAobJUIFq2bNlXjomPj1deXh4hCAAAtBlLrSECAACIBAIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwPQIRAACwvdhIF/BFO3fu1F/+8hd99NFHqqys1O23366RI0cGXjdNU8uWLdOGDRtUU1OjnJwc5eXlKTU1NYJVAwCAaGepGaLjx4+rb9+++uEPf3jS11etWqU1a9YoPz9fDz/8sDp16qQ5c+boxIkT7VwpAADoSCwViIYOHaopU6YEzQo1Mk1Tq1ev1qRJkzRixAhlZGTopptuUmVlpbZs2RKBagEAQEdhqUtmzTl8+LC8Xq8GDRoU2JeQkKCsrCwVFxdrzJgxJ32fz+eTz+cLbBuGoS5dusgwDBmGEfa6cWqNnz99iDx6YR30whrog3W0Vy+iJhB5vV5JUmJiYtD+xMTEwGsns2LFChUWFga2+/Xrp7lz58rlcoWjTITA7XZHugR8jl5YB72wBvpgHeH+vR01gShUEydO1Pjx4wPbjQnT4/EEzRyh/RmGIbfbrbKyMpmmGelybI1eWAe9sAb6YB2NvfB4PGENRVETiJxOpySpqqpKSUlJgf1VVVXq27fvKd8XFxenuLi4JvtN0+QPuUXQC+ugF9ZBL6yBPlhHuPtgqUXVzUlJSZHT6dSOHTsC+2pra1VSUqLs7OwIVgYAAKKdpWaIjh07prKyssD24cOHtW/fPnXr1k0ul0vjxo3T8uXLlZqaqpSUFC1ZskRJSUkaMWJEBKsGAADRzlKB6MMPP9T9998f2C4oKJAkXXjhhZo5c6auuuoqHT9+XM8884xqa2uVk5OjWbNmKT4+PlIlAwCADsAwbXpxtLy8nEXVEWYYhlJTU1VaWso1+gijF9ZBL6yBPlhHYy/Ky8uVnJwctp8TNWuIAAAAwoVABAAAbI9ABAAAbI9ABAAAbI9ABAAAbI9ABAAAbI9ABAAAbI9ABAAAbI9ABAAAbI9ABAAAbI9ABAAAbI9ABAAAbI9ABAAAbI9ABAAAbI9ABAAAbI9ABAAAbI9ABAAAbI9ABAAAbI9ABAAAbI9ABAAAbI9ABAAAbI9ABAAAbI9ABAAAbI9ABAAAbI9ABAAAbI9ABAAAbI9ABAAAbI9ABAAAbI9ABAAAbI9ABAAAbI9ABAAAbI9ABAAAbC820gWEYu3atXrllVfk9XqVkZGhG264QVlZWZEuCwAARKmomyEqKipSQUGBrr32Ws2dO1cZGRmaM2eOqqqqIl0aAACIUlEXiF599VVdcskluuiii5Senq78/HzFx8fr9ddfj3RpAAAgSkXVJbO6ujrt3btXV199dWCfw+FQbm6uiouLT/oen88nn88X2DYMQ126dFFsbFSdeodkGIYkKS4uTqZpRrgae6MX1kEvrIE+WEdjL8L9ezuqUkF1dbX8fr+cTmfQfqfTqUOHDp30PStWrFBhYWFge8yYMbrllluUlJQUzlLRCi6XK9Il4HP0wjrohTXQB+sI9+/tqLtk1loTJ07UokWLAv9cd911+u1vf6vPPvss0qXZ3meffaY777yTXlgAvbAOemEN9ME62qsXURWIevToIYfDIa/XG7Tf6/U2mTVqFBcXp4SEhMA/Xbp00aZNm5gCtQDTNPXRRx/RCwugF9ZBL6yBPlhHe/UiqgJRbGysMjMz9f777wf2+f1+vf/++8rOzo5gZQAAIJpF1RoiSRo/frzmz5+vzMxMZWVlafXq1Tp+/LjGjh0b6dIAAECUirpANHr0aFVXV2vZsmXyer3q27evZs2adcpLZl8WFxena6+9VnFxceEtFF+JXlgHvbAOemEN9ME62qsXhskFUgAAYHNRtYYIAAAgHAhEAADA9ghEAADA9ghEAADA9qLuLrMvW7t2rV555RV5vV5lZGTohhtuUFZW1inHv/XWW1q6dKnKy8vldrv13e9+V8OGDQu8bpqmli1bpg0bNqimpkY5OTnKy8tTampqe5xOVGvLXtTV1WnJkiV69913dfjwYSUkJCg3N1fTpk1Tz5492+uUolZb/734ov/7v//T3/72N02fPl1XXnlluE6hwwhHLw4ePKgXXnhBO3fulN/vV3p6um677Ta+ZuIrtHUvjh07phdeeEFbtmzRp59+qpSUFF1xxRW6/PLL2+N0olprenHgwAEtXbpUH330kcrLy0/5757W9rcJM4pt2rTJnDp1qvnaa6+ZBw4cMP/whz+Y3//+902v13vS8f/+97/NyZMnm6tWrTIPHDhgvvTSS+aUKVPMjz/+ODBmxYoV5vTp083Nmzeb+/btM+fOnWvOnDnTPH78eHudVlRq617U1NSYDzzwgLlp0ybzk08+MXfv3m3edddd5p133tmepxWVwvH3otHbb79t3n777eaPfvQj89VXXw33qUS9cPSitLTU/MEPfmA+//zz5t69e83S0lJzy5YtpzwmGoSjF3/4wx/Mm266yXz//ffN//znP+b69evNyZMnm1u2bGmv04pKre3Fnj17zIKCAnPjxo1mfn7+Sf/d09pjnkxUXzJ79dVXdckll+iiiy5Senq68vPzFR8fr9dff/2k41evXq0hQ4ZowoQJSk9P15QpU5SZmam1a9dKapgdWr16tSZNmqQRI0YoIyNDN910kyorK7Vly5b2PLWo09a9SEhI0OzZszV69GilpaUpOztbN9xwg/bu3SuPx9OepxZ12roXjSoqKrRw4ULdfPPNYf/W6Y4iHL1YsmSJhg4dquuuu079+vWT2+3W8OHDlZiY2F6nFZXC0Yvi4mJdeOGF+trXvqaUlBRdeumlysjIUElJSXudVlRqbS+ysrJ0/fXXa8yYMad8FlFrj3kyURuI6urqtHfvXuXm5gb2ORwO5ebmqri4+KTvKS4uDhovSYMHD9aePXskSYcPH5bX69WgQYMCryckJCgrK+uUx0R4enEytbW1MgxDCQkJbVN4BxSuXvj9fj355JOaMGGCzjzzzPAU38GEoxd+v1/btm1Tamqq5syZo7y8PM2aNUubN28O34l0AOH6e5Gdna2tW7eqoqJCpmnq/fffV2lpadDvEAQLpRftdcyoDUTV1dXy+/1NnlDtdDqbfPlrI6/X2+S/ohITEwPjG/+3uTFoKhy9+LITJ07ohRde0JgxYwhEzQhXL1atWqWYmBhdccUVbVxxxxWOXlRXV+vYsWNatWqVBg8erHvuuUcjR47UvHnztHPnzjCcRccQrr8XN9xwg3r37q2f/OQnmjZtmh5++GH98Ic/1IABA9r4DDqOUHrRXsdk3huWV1dXp1//+teSpLy8vAhXYz979+7V6tWrNXfuXBmGEelybM3v90uShg8frvHjx0uS+vbtq927d2vdunX8Im5na9as0Z49e3THHXcoOTlZu3bt0oIFC5SUlMQsURSK2kDUo0cPORyOJunP6/We8nvNnE6nqqqqgvZVVVUFxjf+b1VVlZKSkoLG9O3bt40q73jC0YtGjWHI4/Ho3nvvZXboK4SjF7t27VJ1dbVmzJgReN3v96ugoECrV6/W/Pnz2/IUOoxw9KJHjx6KiYlRenp60JjevXtr9+7dbVV6hxOOXpw4cUIvvfSSfvGLXwTuPMvIyNC+ffv0yiuvEIhOIZRetNcxo/aSWWxsrDIzM/X+++8H9vn9fr3//vvKzs4+6Xuys7O1Y8eOoH3bt2/X2WefLUlKSUmR0+kMGlNbW6uSkpJTHhPh6YX03zBUVlam2bNnq3v37uE5gQ4kHL244IIL9Pjjj+uxxx4L/JOUlKQJEybo7rvvDt/JRLlw9CI2NlZnnXWWDh06FDSmtLSUW+6bEY5e1NXVqb6+vsmsqcPhkMlXhJ5SKL1or2NGbSCSpPHjx2vDhg164403dPDgQT377LM6fvy4xo4dK0l66qmn9OKLLwbGjxs3Tu+9955eeeUVffLJJ1q2bJk+/PBDfetb35IkGYahcePGafny5XrnnXe0f/9+PfXUU0pKStKIESMicYpRo617UVdXpyeeeEJ79+7VT3/6U/n9fnm9Xnm9XtXV1UXiFKNGW/eie/fu6tOnT9A/sbGxcjqdSktLi8QpRo227oUkTZgwQUVFRfrb3/6msrIyrV27Vlu3btU3v/nN9j69qNLWvUhISNCAAQP0pz/9SR988IEOHz6sN954Q2+++aZGjhwZiVOMGq3tRV1dnfbt26d9+/aprq5OFRUV2rdvn8rKylp8zJaI2ktmkjR69GhVV1dr2bJl8nq96tu3r2bNmhWYIvN4PEHpvX///rr55pu1ZMkSvfTSS0pNTdUvfvEL9enTJzDmqquu0vHjx/XMM8+otrZWOTk5mjVrluLj49v79KJKW/eioqJC77zzjiTpjjvuCPpZv/rVr/S1r32tfU4sCoXj7wVCE45ejBw5Uvn5+Vq5cqWee+45paWl6bbbblNOTk57n15UCUcvfvazn+nFF1/U7373Ox09elTJycmaOnWqLrvssvY+vajS2l5UVFQE/R545ZVX9Morr2jAgAG67777WnTMljBM5vYAAIDNRfUlMwAAgLZAIAIAALZHIAIAALZHIAIAALZHIAIAALZHIAIAALZHIAIAALZHIAIAALZHIAKgkpIS3XPPPbr++uv1ne98R/v27Yt0SZKkmTNn2vbLY+fPn6+ZM2dGugzANqL6qzsAnL7GL9GNi4vT9OnTFR8f365fFLp792699957uvLKK9W1a9d2+7kA8EUEIsDm/vOf/6i8vFw//vGPdckll7T7z9+9e7cKCws1duzYJoHoN7/5TZNvEweAcOCSGWBzVVVVktSi2Zljx46Fu5wgcXFxio21xn+3tfe5A2hffLkrYGPz58/Xm2++GbSv8Ruk58+fr3/+8596/PHH9dxzz2nXrl0aOHCg7rjjDu3atUtr1qzRnj17VFVVpcTERI0aNUrTpk1TfHx80PE++eQTLV26VB988IGOHTsml8ul8847T1OnTtWyZctUWFjYpK6nnnpKKSkpmjlzpgYMGBC0luY///mPXnjhBe3YsUM+n08ZGRm65pprNGzYsMCYDz74QPfff79+9rOfqaysTOvWrdOnn36q/v3760c/+pHcbnezn0tjXU888YT+/Oc/61//+peSk5P12GOPSZL+/ve/669//asOHjyo+Ph4DR48WNddd13QpcbWfEabN2/W0qVLVVZWJrfbrcmTJ2vLli3auXOnbddQAe3NGv/pBSAiLrvsMvXs2VMrVqzQFVdcobPOOktOpzPwut/v15w5c5STk6Prr79enTp1kiS99dZbOn78uC6//HJ1795dJSUlWrt2rSoqKnTrrbcG3v/xxx/r3nvvVWxsrC655BKlpKSorKxMW7du1dSpUzVq1CiVlpZq06ZNmj59urp37y5J6tGjx0nr9Xq9uueee3TixAldccUV6tatm958803NnTtXt912m0aOHBk0ftWqVTIMQ//zP/+j2tpa/eUvf9Hvfvc7Pfzwwy36fJ544gm53W5NnTpVjf/tuHz5ci1dulTnn3++LrnkElVXV2vNmjX61a9+pcceeyww09bSz+i9997TvHnzlJ6erqlTp+ro0aP6/e9/r169erWoRgBtg0AE2Fh2drZ8Pp9WrFihc845R+edd17Q6z6fT+eff76mTZsWtP+6664LmuW49NJL5Xa79dJLL8nj8QRmShYuXChJmjt3btDsyXe/+11JUkZGhvr166dNmzZpxIgRSklJabbelStXqqqqSg888IBycnICP/v222/X4sWLNXz4cDkc/10JcOLECT3++OOBy25du3bVokWLtH//fvXp0+crP5+MjAzdcsstge3y8nItW7ZMkydP1qRJkwL7R44cqTvvvFP/7//9v8D+ln5GL7zwgpxOpx588EElJCRIapile+ihh5ScnPyVNQJoG6whAtCsyy+/vMm+L/6iP3bsmKqrq5WdnS3TNPXRRx9Jkqqrq7Vr1y5ddNFFTe5aC3Wh9LvvvqusrKxAGJKkzp0769JLL1V5ebkOHjwYNP6iiy4KWoN0zjnnSJIOHz7cop932WWXBW2//fbbMk1To0ePVnV1deAfp9Mpt9utDz74IDC2JZ9RZWWl9u3bpwsvvDAQhiRp0KBBSk9Pb1GNANoGM0QATikmJkY9e/Zsst/j8Wjp0qV65513VFNTE/RabW2tpIa1PpJ05plntlk9Ho9HZ599dpP9vXv3Drz+xZmfLwexxstZR48ebdHP+/KMVVlZmUzT1M0333zS8V8MXy35jMrLyyXppGua0tLSAsEJQPgRiACcUmxsbNAlKKlhXdGDDz6oo0eP6qqrrlLv3r3VqVMnVVRU6Pe//72sdJ/Gl2tvrS8vfvb7/TIMQ3fddddJj925c+fAuGj5jAA0IBABaJX9+/ertLRUM2fO1IUXXhjYv3379qBxZ5xxhiTpwIEDzR6vNZfPXC6XDh061GT/J598Eng9nNxut0zTVEpKitLS0k45rqWfUeMaobKysibHONl5Aggf1hABaJXGmZEvznKYpqnVq1cHjevRo4fOOeccvf766/J4PEGvffG9jXeuNV5Gas7QoUNVUlKi4uLiwL5jx45pw4YNSk5ODvu6m5EjR8rhcKiwsLDJLI9pmvr0008ltfwzSkpKUt++ffXmm28Gnf/27dubrIcCEF7MEAFolbS0NJ1xxhl6/vnnVVFRoYSEBL399tsnXZfzgx/8QPfee6/uvPPOwG335eXl2rZtmx5//HFJUmZmpiTppZde0pgxYxQTE6Nzzz03cPnpi66++mpt2rRJDz/8cNBt94cPH9Ztt9122pfIvorb7daUKVP04osvqry8XCNGjFDnzp11+PBhbdmyRZdccokmTJjQqs9o2rRpeuSRRzR79mxddNFFOnr0qNauXaszzzyTh0EC7YgZIgCtEhsbqzvvvFN9+/bVypUr9fLLL8vtduumm25qMrZv376aM2eOzjnnHK1fv17PPfec3n77bQ0fPjwwJisrS5MnT9bHH3+s+fPn67e//a2qq6tP+rOdTqceeughDRo0SGvXrtWLL74YqOfLzyAKl6uvvlq33XabDMPQyy+/rOeff15bt27VoEGDAufVms9oyJAhuvXWW+X3+/XSSy9p8+bNmjFjRiAoAmgfPKkaAADYHjNEAADA9ghEAADA9ghEAADA9ghEAADA9ghEAADA9ghEAADA9ghEAADA9ghEAADA9ghEAADA9ghEAADA9ghEAADA9ghEAADA9v4/WzEcffrS+rMAAAAASUVORK5CYII=", + "image/png": "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", "text/plain": [ "
" ] diff --git a/size_per_branch.ipynb b/size_per_branch.ipynb deleted file mode 100644 index d0656c3..0000000 --- a/size_per_branch.ipynb +++ /dev/null @@ -1,2430 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "id": "d2cf8d80-02c2-4a5d-8c65-f8399051223c", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "import uproot" - ] - }, - { - "cell_type": "markdown", - "id": "1acb4fb7-db7e-44b2-b481-d2cee1ec0aa3", - "metadata": {}, - "source": [ - "the file here is a part of `mc23_13p6TeV.601229.PhPy8EG_A14_ttbar_hdamp258p75_SingleLep.deriv.DAOD_PHYSLITE.e8514_s4162_r14622_p6026`:\n", - "```\n", - "/data/alheld/200gbps-atlas/mc23_13p6TeV.601229.PhPy8EG_A14_ttbar_hdamp258p75_SingleLep.deriv.DAOD_PHYSLITE.e8514_s4162_r14622_p6026/DAOD_PHYSLITE.37223155._000001.pool.root.1\n", - "```" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "db754181-c1ba-41fe-997d-d1290469a1d7", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-rw-r--r-- 1 alheld atlas-af 530M Mar 29 13:07 /data/alheld/200gbps-atlas/mc23_13p6TeV.601229.PhPy8EG_A14_ttbar_hdamp258p75_SingleLep.deriv.DAOD_PHYSLITE.e8514_s4162_r14622_p6026/DAOD_PHYSLITE.37223155._000001.pool.root.1\n" - ] - } - ], - "source": [ - "! ls -lh /data/alheld/200gbps-atlas/mc23_13p6TeV.601229.PhPy8EG_A14_ttbar_hdamp258p75_SingleLep.deriv.DAOD_PHYSLITE.e8514_s4162_r14622_p6026/DAOD_PHYSLITE.37223155._000001.pool.root.1" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "0bf19d6a-3b1f-417b-a8a9-a7837ac55940", - "metadata": { - "scrolled": true, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "cannot read branch xTrigDecisionAux.\n", - "cannot read branch xTrigDecisionAux./xTrigDecisionAux.xAOD::AuxInfoBase\n", - "read branch xTrigDecisionAux./xTrigDecisionAux.smk\n", - "read branch xTrigDecisionAux./xTrigDecisionAux.bgCode\n", - "read branch xTrigDecisionAux./xTrigDecisionAux.tav\n", - "read branch xTrigDecisionAux./xTrigDecisionAux.tap\n", - "read branch xTrigDecisionAux./xTrigDecisionAux.tbp\n", - "read branch xTrigDecisionAux./xTrigDecisionAux.lvl2ErrorBits\n", - "read branch xTrigDecisionAux./xTrigDecisionAux.efErrorBits\n", - "read branch xTrigDecisionAux./xTrigDecisionAux.lvl2Truncated\n", - "read branch xTrigDecisionAux./xTrigDecisionAux.efTruncated\n", - "read branch xTrigDecisionAux./xTrigDecisionAux.lvl2PassedPhysics\n", - "read branch xTrigDecisionAux./xTrigDecisionAux.efPassedPhysics\n", - "read branch xTrigDecisionAux./xTrigDecisionAux.lvl2PassedRaw\n", - "read branch xTrigDecisionAux./xTrigDecisionAux.efPassedRaw\n", - "read branch xTrigDecisionAux./xTrigDecisionAux.lvl2PassedThrough\n", - "read branch xTrigDecisionAux./xTrigDecisionAux.efPassedThrough\n", - "read branch xTrigDecisionAux./xTrigDecisionAux.lvl2Prescaled\n", - "read branch xTrigDecisionAux./xTrigDecisionAux.efPrescaled\n", - "read branch xTrigDecisionAux./xTrigDecisionAux.lvl2Resurrected\n", - "read branch xTrigDecisionAux./xTrigDecisionAux.efResurrected\n", - "cannot read branch METAssoc_AnalysisMETAux.\n", - "cannot read branch METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.xAOD::AuxContainerBase\n", - "read branch METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.jetLink\n", - "read branch METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.objectLinks\n", - "read branch METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.calpx\n", - "read branch METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.calpy\n", - "read branch METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.calpz\n", - "read branch METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.cale\n", - "read branch METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.calsumpt\n", - "read branch METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.calkey\n", - "read branch METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.trkpx\n", - "read branch METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.trkpy\n", - "read branch METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.trkpz\n", - "read branch METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.trke\n", - "read branch METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.trksumpt\n", - "read branch METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.trkkey\n", - "read branch METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.jettrkpx\n", - "read branch METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.jettrkpy\n", - "read branch METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.jettrkpz\n", - "read branch METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.jettrke\n", - "read branch METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.jettrksumpt\n", - "read branch METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.overlapIndices\n", - "read branch METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.overlapTypes\n", - "read branch METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.isMisc\n", - "cannot read branch EventInfoAux.\n", - "cannot read branch Kt4EMPFlowEventShapeAux.\n", - "cannot read branch AnalysisElectronsAux.\n", - "cannot read branch AnalysisJetsAux.\n", - "cannot read branch AnalysisLargeRJetsAux.\n", - "cannot read branch AnalysisMuonsAux.\n", - "cannot read branch AnalysisPhotonsAux.\n", - "cannot read branch AnalysisSiHitElectronsAux.\n", - "cannot read branch AnalysisTauJetsAux.\n", - "cannot read branch BTagging_AntiKt4EMPFlowAux.\n", - "cannot read branch BTagging_AntiKtVR30Rmax4Rmin02TrackAux.\n", - "cannot read branch BornLeptonsAux.\n", - "cannot read branch CombinedMuonTrackParticlesAux.\n", - "cannot read branch ExtrapolatedMuonTrackParticlesAux.\n", - "cannot read branch FourLeptonVerticesAux.\n", - "cannot read branch GSFConversionVerticesAux.\n", - "cannot read branch GSFTrackParticlesAux.\n", - "cannot read branch HLTNav_RepackedFeatures_METAux.\n", - "cannot read branch HLTNav_RepackedFeatures_ParticleAux.\n", - "cannot read branch HLTNav_Summary_DAODSlimmedAux.\n", - "cannot read branch HardScatterParticlesAux.\n", - "cannot read branch HardScatterVerticesAux.\n", - "cannot read branch InDetTrackParticlesAux.\n", - "cannot read branch MET_Core_AnalysisMETAux.\n", - "cannot read branch MET_TruthAux.\n", - "cannot read branch MuonSpectrometerTrackParticlesAux.\n", - "cannot read branch PrimaryVerticesAux.\n", - "cannot read branch TauTracksAux.\n", - "cannot read branch TruthBSMAux.\n", - "cannot read branch TruthBSMWithDecayParticlesAux.\n", - "cannot read branch TruthBSMWithDecayVerticesAux.\n", - "cannot read branch TruthBosonAux.\n", - "cannot read branch TruthBosonsWithDecayParticlesAux.\n", - "cannot read branch TruthBosonsWithDecayVerticesAux.\n", - "cannot read branch TruthBottomAux.\n", - "cannot read branch TruthElectronsAux.\n", - "cannot read branch TruthEventsAux.\n", - "cannot read branch TruthForwardProtonsAux.\n", - "cannot read branch TruthMuonsAux.\n", - "cannot read branch TruthNeutrinosAux.\n", - "cannot read branch TruthPhotonsAux.\n", - "cannot read branch TruthPrimaryVerticesAux.\n", - "cannot read branch TruthTausAux.\n", - "cannot read branch TruthTopAux.\n", - "cannot read branch egammaClustersAux.\n", - "cannot read branch AntiKt10TruthSoftDropBeta100Zcut10JetsAux.\n", - "cannot read branch AntiKt10TruthSoftDropBeta100Zcut10JetsAux./AntiKt10TruthSoftDropBeta100Zcut10JetsAux.xAOD::AuxContainerBase\n", - "read branch AntiKt10TruthSoftDropBeta100Zcut10JetsAux./AntiKt10TruthSoftDropBeta100Zcut10JetsAux.pt\n", - "read branch AntiKt10TruthSoftDropBeta100Zcut10JetsAux./AntiKt10TruthSoftDropBeta100Zcut10JetsAux.eta\n", - "read branch AntiKt10TruthSoftDropBeta100Zcut10JetsAux./AntiKt10TruthSoftDropBeta100Zcut10JetsAux.phi\n", - "read branch AntiKt10TruthSoftDropBeta100Zcut10JetsAux./AntiKt10TruthSoftDropBeta100Zcut10JetsAux.m\n", - "read branch AntiKt10TruthSoftDropBeta100Zcut10JetsAux./AntiKt10TruthSoftDropBeta100Zcut10JetsAux.constituentLinks\n", - "read branch AntiKt10TruthSoftDropBeta100Zcut10JetsAux./AntiKt10TruthSoftDropBeta100Zcut10JetsAux.constituentWeights\n", - "cannot read branch AntiKt10UFOCSSKJetsAux.\n", - "cannot read branch AntiKt10UFOCSSKJetsAux./AntiKt10UFOCSSKJetsAux.xAOD::AuxContainerBase\n", - "read branch AntiKt10UFOCSSKJetsAux./AntiKt10UFOCSSKJetsAux.pt\n", - "read branch AntiKt10UFOCSSKJetsAux./AntiKt10UFOCSSKJetsAux.eta\n", - "read branch AntiKt10UFOCSSKJetsAux./AntiKt10UFOCSSKJetsAux.phi\n", - "read branch AntiKt10UFOCSSKJetsAux./AntiKt10UFOCSSKJetsAux.m\n", - "read branch AntiKt10UFOCSSKJetsAux./AntiKt10UFOCSSKJetsAux.constituentLinks\n", - "read branch AntiKt10UFOCSSKJetsAux./AntiKt10UFOCSSKJetsAux.constituentWeights\n", - "cannot read branch AntiKt4TruthDressedWZJetsAux.\n", - "cannot read branch AntiKt4TruthDressedWZJetsAux./AntiKt4TruthDressedWZJetsAux.xAOD::AuxContainerBase\n", - "read branch AntiKt4TruthDressedWZJetsAux./AntiKt4TruthDressedWZJetsAux.pt\n", - "read branch AntiKt4TruthDressedWZJetsAux./AntiKt4TruthDressedWZJetsAux.eta\n", - "read branch AntiKt4TruthDressedWZJetsAux./AntiKt4TruthDressedWZJetsAux.phi\n", - "read branch AntiKt4TruthDressedWZJetsAux./AntiKt4TruthDressedWZJetsAux.m\n", - "read branch AntiKt4TruthDressedWZJetsAux./AntiKt4TruthDressedWZJetsAux.constituentLinks\n", - "read branch AntiKt4TruthDressedWZJetsAux./AntiKt4TruthDressedWZJetsAux.constituentWeights\n", - "cannot read branch HLTNav_RepackedFeatures_MET\n", - "read branch BunchConfKey\n", - "read branch TrigConfKeys\n", - "read branch TrigConfKeysOnline\n", - "cannot read branch EventInfo\n", - "cannot read branch xTrigDecision\n", - "cannot read branch METAssoc_AnalysisMET\n", - "cannot read branch Kt4EMPFlowEventShape\n", - "cannot read branch AnalysisElectrons\n", - "cannot read branch AnalysisSiHitElectrons\n", - "cannot read branch FourLeptonVertices\n", - "cannot read branch GSFConversionVertices\n", - "cannot read branch PrimaryVertices\n", - "cannot read branch MET_Core_AnalysisMET\n", - "cannot read branch MET_Truth\n", - "cannot read branch AnalysisPhotons\n", - "cannot read branch HLTNav_RepackedFeatures_Particle\n", - "cannot read branch AnalysisTauJets\n", - "cannot read branch AnalysisMuons\n", - "cannot read branch TruthEvents\n", - "cannot read branch egammaClusters\n", - "cannot read branch BornLeptons\n", - "cannot read branch HardScatterParticles\n", - "cannot read branch TruthBSM\n", - "cannot read branch TruthBSMWithDecayParticles\n", - "cannot read branch TruthBoson\n", - "cannot read branch TruthBosonsWithDecayParticles\n", - "cannot read branch TruthBottom\n", - "cannot read branch TruthElectrons\n", - "cannot read branch TruthForwardProtons\n", - "cannot read branch TruthMuons\n", - "cannot read branch TruthNeutrinos\n", - "cannot read branch TruthPhotons\n", - "cannot read branch TruthTaus\n", - "cannot read branch TruthTop\n", - "cannot read branch HardScatterVertices\n", - "cannot read branch TruthBSMWithDecayVertices\n", - "cannot read branch TruthBosonsWithDecayVertices\n", - "cannot read branch TruthPrimaryVertices\n", - "cannot read branch AnalysisJets\n", - "cannot read branch AnalysisLargeRJets\n", - "cannot read branch AntiKt10TruthSoftDropBeta100Zcut10Jets\n", - "cannot read branch AntiKt10UFOCSSKJets\n", - "cannot read branch AntiKt4TruthDressedWZJets\n", - "cannot read branch BTagging_AntiKt4EMPFlow\n", - "cannot read branch BTagging_AntiKtVR30Rmax4Rmin02Track\n", - "cannot read branch CombinedMuonTrackParticles\n", - "cannot read branch ExtrapolatedMuonTrackParticles\n", - "cannot read branch GSFTrackParticles\n", - "cannot read branch InDetTrackParticles\n", - "cannot read branch MuonSpectrometerTrackParticles\n", - "cannot read branch TauTracks\n", - "cannot read branch HLTNav_Summary_DAODSlimmed\n", - "read branch index_ref\n", - "read branch AnalysisJetsAuxDyn.pt\n", - "read branch AnalysisJetsAuxDyn.eta\n", - "read branch AnalysisJetsAuxDyn.phi\n", - "read branch AnalysisJetsAuxDyn.m\n", - "read branch AnalysisJetsAuxDyn.JetConstitScaleMomentum_pt\n", - "read branch AnalysisJetsAuxDyn.JetConstitScaleMomentum_eta\n", - "read branch AnalysisJetsAuxDyn.JetConstitScaleMomentum_phi\n", - "read branch AnalysisJetsAuxDyn.JetConstitScaleMomentum_m\n", - "read branch AnalysisJetsAuxDyn.btaggingLink\n", - "read branch AnalysisJetsAuxDyn.btaggingLink/AnalysisJetsAuxDyn.btaggingLink.m_persKey\n", - "read branch AnalysisJetsAuxDyn.btaggingLink/AnalysisJetsAuxDyn.btaggingLink.m_persIndex\n", - "read branch AnalysisJetsAuxDyn.ActiveArea4vec_eta\n", - "read branch AnalysisJetsAuxDyn.ActiveArea4vec_m\n", - "read branch AnalysisJetsAuxDyn.ActiveArea4vec_phi\n", - "read branch AnalysisJetsAuxDyn.ActiveArea4vec_pt\n", - "read branch AnalysisJetsAuxDyn.DetectorEta\n", - "read branch AnalysisJetsAuxDyn.EMFrac\n", - "read branch AnalysisJetsAuxDyn.JVFCorr\n", - "read branch AnalysisJetsAuxDyn.Timing\n", - "read branch AnalysisJetsAuxDyn.NumTrkPt1000\n", - "read branch AnalysisJetsAuxDyn.NumTrkPt500\n", - "read branch AnalysisJetsAuxDyn.EnergyPerSampling\n", - "read branch AnalysisJetsAuxDyn.SumPtChargedPFOPt500\n", - "read branch AnalysisJetsAuxDyn.SumPtTrkPt500\n", - "read branch AnalysisJetsAuxDyn.TrackWidthPt1000\n", - "read branch AnalysisJetsAuxDyn.PSFrac\n", - "read branch AnalysisJetsAuxDyn.Width\n", - "read branch AnalysisJetsAuxDyn.DFCommonJets_fJvt\n", - "read branch AnalysisJetsAuxDyn.HadronConeExclTruthLabelID\n", - "read branch AnalysisJetsAuxDyn.HadronConeExclExtendedTruthLabelID\n", - "read branch AnalysisJetsAuxDyn.isJvtHS\n", - "read branch AnalysisJetsAuxDyn.GhostTrack\n", - "read branch AnalysisJetsAuxDyn.PartonTruthLabelID\n", - "read branch AnalysisJetsAuxDyn.ConeTruthLabelID\n", - "read branch AnalysisJetsAuxDyn.GhostMuonSegmentCount\n", - "read branch AnalysisJetsAuxDyn.DFCommonJets_QGTagger_NTracks\n", - "read branch AnalysisJetsAuxDyn.DFCommonJets_QGTagger_TracksWidth\n", - "read branch AnalysisJetsAuxDyn.DFCommonJets_QGTagger_TracksC1\n", - "read branch AnalysisJetsAuxDyn.NNJvtPass\n", - "read branch AnalysisMuonsAuxDyn.pt\n", - "read branch AnalysisMuonsAuxDyn.eta\n", - "read branch AnalysisMuonsAuxDyn.phi\n", - "read branch AnalysisMuonsAuxDyn.muonSegmentLinks\n", - "read branch AnalysisMuonsAuxDyn.charge\n", - "read branch AnalysisMuonsAuxDyn.ptcone20\n", - "read branch AnalysisMuonsAuxDyn.ptvarcone20\n", - "read branch AnalysisMuonsAuxDyn.ptcone30\n", - "read branch AnalysisMuonsAuxDyn.ptvarcone30\n", - "read branch AnalysisMuonsAuxDyn.topoetcone20\n", - "read branch AnalysisMuonsAuxDyn.topoetcone40\n", - "read branch AnalysisMuonsAuxDyn.EnergyLoss\n", - "read branch AnalysisMuonsAuxDyn.MuonSpectrometerPt\n", - "read branch AnalysisMuonsAuxDyn.InnerDetectorPt\n", - "read branch AnalysisMuonsAuxDyn.etaLayer1STGCHits\n", - "read branch AnalysisMuonsAuxDyn.etaLayer2STGCHits\n", - "read branch AnalysisMuonsAuxDyn.MMHits\n", - "read branch AnalysisMuonsAuxDyn.truthType\n", - "read branch AnalysisMuonsAuxDyn.truthOrigin\n", - "read branch AnalysisMuonsAuxDyn.truthParticleLink\n", - "read branch AnalysisMuonsAuxDyn.truthParticleLink/AnalysisMuonsAuxDyn.truthParticleLink.m_persKey\n", - "read branch AnalysisMuonsAuxDyn.truthParticleLink/AnalysisMuonsAuxDyn.truthParticleLink.m_persIndex\n", - "read branch AnalysisMuonsAuxDyn.momentumBalanceSignificance\n", - "read branch AnalysisMuonsAuxDyn.scatteringNeighbourSignificance\n", - "read branch AnalysisMuonsAuxDyn.segmentDeltaEta\n", - "read branch AnalysisMuonsAuxDyn.CaloMuonScore\n", - "read branch AnalysisMuonsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVA_pt500\n", - "read branch AnalysisMuonsAuxDyn.neflowisol20\n", - "read branch AnalysisMuonsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVA_pt1000\n", - "read branch AnalysisMuonsAuxDyn.topoetcone20_CloseByCorr\n", - "read branch AnalysisMuonsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVA_pt500_CloseByCorr\n", - "read branch AnalysisMuonsAuxDyn.neflowisol20_CloseByCorr\n", - "read branch AnalysisMuonsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVA_pt1000_CloseByCorr\n", - "read branch AnalysisMuonsAuxDyn.TruthLink\n", - "read branch AnalysisMuonsAuxDyn.TruthLink/AnalysisMuonsAuxDyn.TruthLink.m_persKey\n", - "read branch AnalysisMuonsAuxDyn.TruthLink/AnalysisMuonsAuxDyn.TruthLink.m_persIndex\n", - "read branch AnalysisMuonsAuxDyn.author\n", - "read branch AnalysisMuonsAuxDyn.topoetcone30\n", - "read branch AnalysisMuonsAuxDyn.allAuthors\n", - "read branch AnalysisMuonsAuxDyn.muonType\n", - "read branch AnalysisMuonsAuxDyn.quality\n", - "read branch AnalysisMuonsAuxDyn.energyLossType\n", - "read branch AnalysisMuonsAuxDyn.numberOfPrecisionLayers\n", - "read branch AnalysisMuonsAuxDyn.numberOfPrecisionHoleLayers\n", - "read branch AnalysisMuonsAuxDyn.innerSmallHits\n", - "read branch AnalysisMuonsAuxDyn.innerLargeHits\n", - "read branch AnalysisMuonsAuxDyn.middleSmallHits\n", - "read branch AnalysisMuonsAuxDyn.middleLargeHits\n", - "read branch AnalysisMuonsAuxDyn.outerSmallHits\n", - "read branch AnalysisMuonsAuxDyn.outerLargeHits\n", - "read branch AnalysisMuonsAuxDyn.extendedSmallHits\n", - "read branch AnalysisMuonsAuxDyn.extendedLargeHits\n", - "read branch AnalysisMuonsAuxDyn.innerSmallHoles\n", - "read branch AnalysisMuonsAuxDyn.innerLargeHoles\n", - "read branch AnalysisMuonsAuxDyn.middleSmallHoles\n", - "read branch AnalysisMuonsAuxDyn.middleLargeHoles\n", - "read branch AnalysisMuonsAuxDyn.outerSmallHoles\n", - "read branch AnalysisMuonsAuxDyn.outerLargeHoles\n", - "read branch AnalysisMuonsAuxDyn.extendedSmallHoles\n", - "read branch AnalysisMuonsAuxDyn.extendedLargeHoles\n", - "read branch AnalysisMuonsAuxDyn.phiLayer1STGCHits\n", - "read branch AnalysisMuonsAuxDyn.phiLayer2STGCHits\n", - "read branch AnalysisMuonsAuxDyn.inDetTrackParticleLink\n", - "read branch AnalysisMuonsAuxDyn.inDetTrackParticleLink/AnalysisMuonsAuxDyn.inDetTrackParticleLink.m_persKey\n", - "read branch AnalysisMuonsAuxDyn.inDetTrackParticleLink/AnalysisMuonsAuxDyn.inDetTrackParticleLink.m_persIndex\n", - "read branch AnalysisMuonsAuxDyn.muonSpectrometerTrackParticleLink\n", - "read branch AnalysisMuonsAuxDyn.muonSpectrometerTrackParticleLink/AnalysisMuonsAuxDyn.muonSpectrometerTrackParticleLink.m_persKey\n", - "read branch AnalysisMuonsAuxDyn.muonSpectrometerTrackParticleLink/AnalysisMuonsAuxDyn.muonSpectrometerTrackParticleLink.m_persIndex\n", - "read branch AnalysisMuonsAuxDyn.extrapolatedMuonSpectrometerTrackParticleLink\n", - "read branch AnalysisMuonsAuxDyn.extrapolatedMuonSpectrometerTrackParticleLink/AnalysisMuonsAuxDyn.extrapolatedMuonSpectrometerTrackParticleLink.m_persKey\n", - "read branch AnalysisMuonsAuxDyn.extrapolatedMuonSpectrometerTrackParticleLink/AnalysisMuonsAuxDyn.extrapolatedMuonSpectrometerTrackParticleLink.m_persIndex\n", - "read branch AnalysisMuonsAuxDyn.msOnlyExtrapolatedMuonSpectrometerTrackParticleLink\n", - "read branch AnalysisMuonsAuxDyn.msOnlyExtrapolatedMuonSpectrometerTrackParticleLink/AnalysisMuonsAuxDyn.msOnlyExtrapolatedMuonSpectrometerTrackParticleLink.m_persKey\n", - "read branch AnalysisMuonsAuxDyn.msOnlyExtrapolatedMuonSpectrometerTrackParticleLink/AnalysisMuonsAuxDyn.msOnlyExtrapolatedMuonSpectrometerTrackParticleLink.m_persIndex\n", - "read branch AnalysisMuonsAuxDyn.combinedTrackParticleLink\n", - "read branch AnalysisMuonsAuxDyn.combinedTrackParticleLink/AnalysisMuonsAuxDyn.combinedTrackParticleLink.m_persKey\n", - "read branch AnalysisMuonsAuxDyn.combinedTrackParticleLink/AnalysisMuonsAuxDyn.combinedTrackParticleLink.m_persIndex\n", - "read branch AnalysisMuonsAuxDyn.clusterLink\n", - "read branch AnalysisMuonsAuxDyn.clusterLink/AnalysisMuonsAuxDyn.clusterLink.m_persKey\n", - "read branch AnalysisMuonsAuxDyn.clusterLink/AnalysisMuonsAuxDyn.clusterLink.m_persIndex\n", - "read branch AnalysisMuonsAuxDyn.spectrometerFieldIntegral\n", - "read branch AnalysisMuonsAuxDyn.scatteringCurvatureSignificance\n", - "read branch AnalysisMuonsAuxDyn.CaloLRLikelihood\n", - "read branch AnalysisMuonsAuxDyn.CaloMuonIDTag\n", - "read branch AnalysisMuonsAuxDyn.combinedTrackOutBoundsPrecisionHits\n", - "read branch AnalysisMuonsAuxDyn.extendedClosePrecisionHits\n", - "read branch AnalysisMuonsAuxDyn.extendedOutBoundsPrecisionHits\n", - "read branch AnalysisMuonsAuxDyn.innerClosePrecisionHits\n", - "read branch AnalysisMuonsAuxDyn.innerOutBoundsPrecisionHits\n", - "read branch AnalysisMuonsAuxDyn.isEndcapGoodLayers\n", - "read branch AnalysisMuonsAuxDyn.isSmallGoodSectors\n", - "read branch AnalysisMuonsAuxDyn.middleClosePrecisionHits\n", - "read branch AnalysisMuonsAuxDyn.middleOutBoundsPrecisionHits\n", - "read branch AnalysisMuonsAuxDyn.numberOfGoodPrecisionLayers\n", - "read branch AnalysisMuonsAuxDyn.outerClosePrecisionHits\n", - "read branch AnalysisMuonsAuxDyn.outerOutBoundsPrecisionHits\n", - "read branch AnalysisMuonsAuxDyn.ptcone40\n", - "read branch AnalysisMuonsAuxDyn.ptvarcone40\n", - "read branch AnalysisMuonsAuxDyn.DFCommonMuonPassIDCuts\n", - "read branch AnalysisMuonsAuxDyn.DFCommonMuonPassPreselection\n", - "read branch AnalysisMuonsAuxDyn.ptcone20_Nonprompt_All_MaxWeightTTVA_pt500\n", - "read branch AnalysisMuonsAuxDyn.ptcone20_Nonprompt_All_MaxWeightTTVA_pt1000\n", - "read branch AnalysisMuonsAuxDyn.DFCommonJetDr\n", - "read branch AnalysisPhotonsAuxDyn.ambiguityLink\n", - "read branch AnalysisPhotonsAuxDyn.ambiguityLink/AnalysisPhotonsAuxDyn.ambiguityLink.m_persKey\n", - "read branch AnalysisPhotonsAuxDyn.ambiguityLink/AnalysisPhotonsAuxDyn.ambiguityLink.m_persIndex\n", - "read branch AnalysisPhotonsAuxDyn.pt\n", - "read branch AnalysisPhotonsAuxDyn.eta\n", - "read branch AnalysisPhotonsAuxDyn.phi\n", - "read branch AnalysisPhotonsAuxDyn.m\n", - "read branch AnalysisPhotonsAuxDyn.ptcone20\n", - "read branch AnalysisPhotonsAuxDyn.topoetcone20\n", - "read branch AnalysisPhotonsAuxDyn.topoetcone40\n", - "read branch AnalysisPhotonsAuxDyn.f1\n", - "read branch AnalysisPhotonsAuxDyn.truthType\n", - "read branch AnalysisPhotonsAuxDyn.truthOrigin\n", - "read branch AnalysisPhotonsAuxDyn.truthParticleLink\n", - "read branch AnalysisPhotonsAuxDyn.truthParticleLink/AnalysisPhotonsAuxDyn.truthParticleLink.m_persKey\n", - "read branch AnalysisPhotonsAuxDyn.truthParticleLink/AnalysisPhotonsAuxDyn.truthParticleLink.m_persIndex\n", - "read branch AnalysisPhotonsAuxDyn.topoetcone20_CloseByCorr\n", - "read branch AnalysisPhotonsAuxDyn.ptcone20_CloseByCorr\n", - "read branch AnalysisPhotonsAuxDyn.topoetcone40_CloseByCorr\n", - "read branch AnalysisPhotonsAuxDyn.DFCommonPhotonsCleaning\n", - "read branch AnalysisPhotonsAuxDyn.DFCommonPhotonsIsEMLoose\n", - "read branch AnalysisPhotonsAuxDyn.TruthLink\n", - "read branch AnalysisPhotonsAuxDyn.TruthLink/AnalysisPhotonsAuxDyn.TruthLink.m_persKey\n", - "read branch AnalysisPhotonsAuxDyn.TruthLink/AnalysisPhotonsAuxDyn.TruthLink.m_persIndex\n", - "read branch AnalysisPhotonsAuxDyn.caloClusterLinks\n", - "read branch AnalysisPhotonsAuxDyn.author\n", - "read branch AnalysisPhotonsAuxDyn.OQ\n", - "read branch AnalysisPhotonsAuxDyn.topoetcone20ptCorrection\n", - "read branch AnalysisPhotonsAuxDyn.topoetcone40ptCorrection\n", - "read branch AnalysisPhotonsAuxDyn.vertexLinks\n", - "read branch AnalysisPhotonsAuxDyn.DFCommonPhotonsIsEMTight\n", - "read branch AnalysisPhotonsAuxDyn.DFCommonPhotonsIsEMTightIsEMValue\n", - "read branch AnalysisPhotonsAuxDyn.DFCommonPhotonsCleaningNoTime\n", - "read branch AnalysisSiHitElectronsAuxDyn.pt\n", - "read branch AnalysisSiHitElectronsAuxDyn.eta\n", - "read branch AnalysisSiHitElectronsAuxDyn.phi\n", - "read branch AnalysisSiHitElectronsAuxDyn.m\n", - "read branch AnalysisSiHitElectronsAuxDyn.charge\n", - "read branch AnalysisSiHitElectronsAuxDyn.truthType\n", - "read branch AnalysisSiHitElectronsAuxDyn.truthOrigin\n", - "read branch AnalysisSiHitElectronsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVALooseCone_pt1000_CloseByCorr\n", - "read branch AnalysisSiHitElectronsAuxDyn.topoetcone20_CloseByCorr\n", - "read branch AnalysisSiHitElectronsAuxDyn.z0stheta\n", - "read branch AnalysisSiHitElectronsAuxDyn.d0Normalized\n", - "read branch AnalysisSiHitElectronsAuxDyn.nInnerExpPix\n", - "read branch AnalysisSiHitElectronsAuxDyn.clEta\n", - "read branch AnalysisSiHitElectronsAuxDyn.clPhi\n", - "read branch AnalysisSiHitElectronsAuxDyn.author\n", - "read branch AnalysisSiHitElectronsAuxDyn.OQ\n", - "read branch AnalysisSiHitElectronsAuxDyn.DFCommonElectronsLHVeryLoose\n", - "read branch AnalysisSiHitElectronsAuxDyn.firstEgMotherTruthType\n", - "read branch AnalysisSiHitElectronsAuxDyn.firstEgMotherTruthOrigin\n", - "read branch AntiKt10TruthSoftDropBeta100Zcut10JetsAuxDyn.D2\n", - "read branch AntiKt10TruthSoftDropBeta100Zcut10JetsAuxDyn.Tau1_wta\n", - "read branch AntiKt10TruthSoftDropBeta100Zcut10JetsAuxDyn.Tau2_wta\n", - "read branch AntiKt10TruthSoftDropBeta100Zcut10JetsAuxDyn.Tau3_wta\n", - "read branch AntiKt10UFOCSSKJetsAuxDyn.GhostAntiKtVR30Rmax4Rmin02PV0TrackJets\n", - "read branch AntiKt4TruthDressedWZJetsAuxDyn.HadronConeExclTruthLabelID\n", - "read branch AntiKt4TruthDressedWZJetsAuxDyn.GhostBHadronsFinalCount\n", - "read branch AntiKt4TruthDressedWZJetsAuxDyn.GhostCHadronsFinalCount\n", - "read branch AntiKt4TruthDressedWZJetsAuxDyn.PartonTruthLabelID\n", - "read branch AntiKt4TruthDressedWZJetsAuxDyn.ConeTruthLabelID\n", - "read branch AntiKt4TruthDressedWZJetsAuxDyn.TrueFlavor\n", - "read branch BTagging_AntiKt4EMPFlowAuxDyn.DL1dv01_pu\n", - "read branch BTagging_AntiKt4EMPFlowAuxDyn.DL1dv01_pc\n", - "read branch BTagging_AntiKt4EMPFlowAuxDyn.DL1dv01_pb\n", - "read branch BTagging_AntiKt4EMPFlowAuxDyn.GN2v00_pc\n", - "read branch BTagging_AntiKt4EMPFlowAuxDyn.GN2v00_pb\n", - "read branch BTagging_AntiKt4EMPFlowAuxDyn.GN2v00_pu\n", - "read branch BTagging_AntiKtVR30Rmax4Rmin02TrackAuxDyn.DL1dv01_pu\n", - "read branch BTagging_AntiKtVR30Rmax4Rmin02TrackAuxDyn.DL1dv01_pc\n", - "read branch BTagging_AntiKtVR30Rmax4Rmin02TrackAuxDyn.DL1dv01_pb\n", - "read branch BTagging_AntiKtVR30Rmax4Rmin02TrackAuxDyn.GN2v00_pc\n", - "read branch BTagging_AntiKtVR30Rmax4Rmin02TrackAuxDyn.GN2v00_pb\n", - "read branch BTagging_AntiKtVR30Rmax4Rmin02TrackAuxDyn.GN2v00_pu\n", - "read branch BornLeptonsAuxDyn.prodVtxLink\n", - "read branch BornLeptonsAuxDyn.prodVtxLink/BornLeptonsAuxDyn.prodVtxLink.m_persKey\n", - "read branch BornLeptonsAuxDyn.prodVtxLink/BornLeptonsAuxDyn.prodVtxLink.m_persIndex\n", - "read branch BornLeptonsAuxDyn.decayVtxLink\n", - "read branch BornLeptonsAuxDyn.decayVtxLink/BornLeptonsAuxDyn.decayVtxLink.m_persKey\n", - "read branch BornLeptonsAuxDyn.decayVtxLink/BornLeptonsAuxDyn.decayVtxLink.m_persIndex\n", - "read branch BornLeptonsAuxDyn.m\n", - "read branch BornLeptonsAuxDyn.px\n", - "read branch BornLeptonsAuxDyn.py\n", - "read branch BornLeptonsAuxDyn.pz\n", - "read branch BornLeptonsAuxDyn.e\n", - "read branch BornLeptonsAuxDyn.pdgId\n", - "read branch BornLeptonsAuxDyn.classifierParticleOrigin\n", - "read branch BornLeptonsAuxDyn.Classification\n", - "read branch BornLeptonsAuxDyn.barcode\n", - "read branch BornLeptonsAuxDyn.status\n", - "read branch BornLeptonsAuxDyn.classifierParticleType\n", - "read branch BornLeptonsAuxDyn.classifierParticleOutCome\n", - "read branch BornLeptonsAuxDyn.polarizationPhi\n", - "read branch BornLeptonsAuxDyn.polarizationTheta\n", - "read branch BornLeptonsAuxDyn.dressedPhoton\n", - "read branch BornLeptonsAuxDyn.unusedPhotonDecoration\n", - "read branch CombinedMuonTrackParticlesAuxDyn.definingParametersCovMatrixDiag\n", - "read branch CombinedMuonTrackParticlesAuxDyn.definingParametersCovMatrixOffDiag\n", - "read branch CombinedMuonTrackParticlesAuxDyn.phi\n", - "read branch CombinedMuonTrackParticlesAuxDyn.truthType\n", - "read branch CombinedMuonTrackParticlesAuxDyn.truthOrigin\n", - "read branch CombinedMuonTrackParticlesAuxDyn.numberOfPixelHits\n", - "read branch CombinedMuonTrackParticlesAuxDyn.numberOfPixelHoles\n", - "read branch CombinedMuonTrackParticlesAuxDyn.numberOfPixelDeadSensors\n", - "read branch CombinedMuonTrackParticlesAuxDyn.numberOfSCTHits\n", - "read branch CombinedMuonTrackParticlesAuxDyn.numberOfSCTHoles\n", - "read branch CombinedMuonTrackParticlesAuxDyn.numberOfSCTDeadSensors\n", - "read branch CombinedMuonTrackParticlesAuxDyn.qOverP\n", - "read branch CombinedMuonTrackParticlesAuxDyn.chiSquared\n", - "read branch CombinedMuonTrackParticlesAuxDyn.numberDoF\n", - "read branch CombinedMuonTrackParticlesAuxDyn.d0\n", - "read branch CombinedMuonTrackParticlesAuxDyn.z0\n", - "read branch CombinedMuonTrackParticlesAuxDyn.theta\n", - "read branch CombinedMuonTrackParticlesAuxDyn.vz\n", - "read branch CombinedMuonTrackParticlesAuxDyn.numberOfTRTHits\n", - "read branch CombinedMuonTrackParticlesAuxDyn.numberOfTRTOutliers\n", - "read branch EventInfoAuxDyn.eventNumber\n", - "read branch EventInfoAuxDyn.mcEventNumber\n", - "read branch EventInfoAuxDyn.pileUpMixtureIDLowBits\n", - "read branch EventInfoAuxDyn.pileUpMixtureIDHighBits\n", - "read branch EventInfoAuxDyn.actualInteractionsPerCrossing\n", - "read branch EventInfoAuxDyn.averageInteractionsPerCrossing\n", - "read branch EventInfoAuxDyn.RandomRunNumber\n", - "read branch EventInfoAuxDyn.GenFiltHT\n", - "read branch EventInfoAuxDyn.GenFiltHTinclNu\n", - "read branch EventInfoAuxDyn.GenFiltMET\n", - "read branch EventInfoAuxDyn.GenFiltPTZ\n", - "read branch EventInfoAuxDyn.GenFiltFatJ\n", - "read branch EventInfoAuxDyn.mcChannelNumber\n", - "read branch EventInfoAuxDyn.PileupWeight_NOSYS\n", - "read branch EventInfoAuxDyn.runNumber\n", - "read branch EventInfoAuxDyn.lumiBlock\n", - "read branch EventInfoAuxDyn.timeStamp\n", - "read branch EventInfoAuxDyn.timeStampNSOffset\n", - "read branch EventInfoAuxDyn.bcid\n", - "read branch EventInfoAuxDyn.detDescrTags\n", - "read branch EventInfoAuxDyn.detDescrTags/EventInfoAuxDyn.detDescrTags.first\n", - "read branch EventInfoAuxDyn.detDescrTags/EventInfoAuxDyn.detDescrTags.second\n", - "read branch EventInfoAuxDyn.eventTypeBitmask\n", - "read branch EventInfoAuxDyn.pixelFlags\n", - "read branch EventInfoAuxDyn.sctFlags\n", - "read branch EventInfoAuxDyn.trtFlags\n", - "read branch EventInfoAuxDyn.larFlags\n", - "read branch EventInfoAuxDyn.tileFlags\n", - "read branch EventInfoAuxDyn.muonFlags\n", - "read branch EventInfoAuxDyn.forwardDetFlags\n", - "read branch EventInfoAuxDyn.coreFlags\n", - "read branch EventInfoAuxDyn.lumiFlags\n", - "read branch EventInfoAuxDyn.beamPosSigmaX\n", - "read branch EventInfoAuxDyn.beamPosSigmaXY\n", - "read branch EventInfoAuxDyn.beamPosSigmaY\n", - "read branch EventInfoAuxDyn.beamPosSigmaZ\n", - "read branch EventInfoAuxDyn.beamPosX\n", - "read branch EventInfoAuxDyn.beamPosY\n", - "read branch EventInfoAuxDyn.beamPosZ\n", - "read branch EventInfoAuxDyn.beamStatus\n", - "read branch EventInfoAuxDyn.beamTiltXZ\n", - "read branch EventInfoAuxDyn.beamTiltYZ\n", - "read branch EventInfoAuxDyn.mcEventWeights\n", - "cannot read branch EventInfoAuxDyn.hardScatterVertexLink\n", - "cannot read branch EventInfoAuxDyn.hardScatterVertexLink/EventInfoAuxDyn.hardScatterVertexLink\n", - "read branch EventInfoAuxDyn.DFCommonJets_isBadBatman\n", - "read branch EventInfoAuxDyn.DFCommonJets_BCIDDistanceFromFront\n", - "read branch EventInfoAuxDyn.DFCommonJets_BCIDDistanceTail\n", - "read branch EventInfoAuxDyn.DFCommonJets_BCIDGapBeforeTrain\n", - "read branch EventInfoAuxDyn.DFCommonJets_BCIDGapAfterTrain\n", - "read branch EventInfoAuxDyn.DFCommonJets_BCIDType\n", - "read branch EventInfoAuxDyn.DFCommonJets_BCIDGapBeforeTrainMinus12\n", - "read branch EventInfoAuxDyn.DFCommonJets_BCIDGapAfterTrainMinus12\n", - "read branch EventInfoAuxDyn.DFCommonJets_BCIDTypeMinus12\n", - "read branch EventInfoAuxDyn.DFCommonJets_eventClean_LooseBad\n", - "read branch EventInfoAuxDyn.DFCommonJets_eventClean_LooseBadLLP\n", - "read branch EventInfoAuxDyn.HTXS_prodMode\n", - "read branch ExtrapolatedMuonTrackParticlesAuxDyn.definingParametersCovMatrixDiag\n", - "read branch ExtrapolatedMuonTrackParticlesAuxDyn.definingParametersCovMatrixOffDiag\n", - "read branch ExtrapolatedMuonTrackParticlesAuxDyn.phi\n", - "read branch ExtrapolatedMuonTrackParticlesAuxDyn.truthType\n", - "read branch ExtrapolatedMuonTrackParticlesAuxDyn.truthOrigin\n", - "read branch ExtrapolatedMuonTrackParticlesAuxDyn.qOverP\n", - "read branch ExtrapolatedMuonTrackParticlesAuxDyn.d0\n", - "read branch ExtrapolatedMuonTrackParticlesAuxDyn.z0\n", - "read branch ExtrapolatedMuonTrackParticlesAuxDyn.theta\n", - "read branch ExtrapolatedMuonTrackParticlesAuxDyn.vz\n", - "read branch HLTNav_RepackedFeatures_ParticleAuxDyn.px\n", - "read branch HLTNav_RepackedFeatures_ParticleAuxDyn.py\n", - "read branch HLTNav_RepackedFeatures_ParticleAuxDyn.pz\n", - "read branch HLTNav_RepackedFeatures_ParticleAuxDyn.e\n", - "read branch HLTNav_RepackedFeatures_ParticleAuxDyn.charge\n", - "read branch HLTNav_RepackedFeatures_ParticleAuxDyn.pdgId\n", - "read branch HLTNav_Summary_DAODSlimmedAuxDyn.name\n", - "read branch HLTNav_Summary_DAODSlimmedAuxDyn.decisions\n", - "read branch HLTNav_Summary_DAODSlimmedAuxDyn.linkColNames\n", - "read branch HLTNav_Summary_DAODSlimmedAuxDyn.linkColKeys\n", - "read branch HLTNav_Summary_DAODSlimmedAuxDyn.linkColIndices\n", - "read branch HLTNav_Summary_DAODSlimmedAuxDyn.linkColClids\n", - "read branch HardScatterParticlesAuxDyn.prodVtxLink\n", - "read branch HardScatterParticlesAuxDyn.prodVtxLink/HardScatterParticlesAuxDyn.prodVtxLink.m_persKey\n", - "read branch HardScatterParticlesAuxDyn.prodVtxLink/HardScatterParticlesAuxDyn.prodVtxLink.m_persIndex\n", - "read branch HardScatterParticlesAuxDyn.decayVtxLink\n", - "read branch HardScatterParticlesAuxDyn.decayVtxLink/HardScatterParticlesAuxDyn.decayVtxLink.m_persKey\n", - "read branch HardScatterParticlesAuxDyn.decayVtxLink/HardScatterParticlesAuxDyn.decayVtxLink.m_persIndex\n", - "read branch HardScatterParticlesAuxDyn.m\n", - "read branch HardScatterParticlesAuxDyn.px\n", - "read branch HardScatterParticlesAuxDyn.py\n", - "read branch HardScatterParticlesAuxDyn.pz\n", - "read branch HardScatterParticlesAuxDyn.e\n", - "read branch HardScatterParticlesAuxDyn.pdgId\n", - "read branch HardScatterParticlesAuxDyn.classifierParticleOrigin\n", - "read branch HardScatterParticlesAuxDyn.barcode\n", - "read branch HardScatterParticlesAuxDyn.status\n", - "read branch HardScatterParticlesAuxDyn.classifierParticleType\n", - "read branch HardScatterParticlesAuxDyn.classifierParticleOutCome\n", - "read branch HardScatterVerticesAuxDyn.incomingParticleLinks\n", - "read branch HardScatterVerticesAuxDyn.outgoingParticleLinks\n", - "read branch HardScatterVerticesAuxDyn.barcode\n", - "read branch HardScatterVerticesAuxDyn.id\n", - "read branch HardScatterVerticesAuxDyn.x\n", - "read branch HardScatterVerticesAuxDyn.y\n", - "read branch HardScatterVerticesAuxDyn.z\n", - "read branch HardScatterVerticesAuxDyn.t\n", - "read branch InDetTrackParticlesAuxDyn.definingParametersCovMatrixDiag\n", - "read branch InDetTrackParticlesAuxDyn.definingParametersCovMatrixOffDiag\n", - "read branch InDetTrackParticlesAuxDyn.phi\n", - "read branch InDetTrackParticlesAuxDyn.truthParticleLink\n", - "read branch InDetTrackParticlesAuxDyn.truthParticleLink/InDetTrackParticlesAuxDyn.truthParticleLink.m_persKey\n", - "read branch InDetTrackParticlesAuxDyn.truthParticleLink/InDetTrackParticlesAuxDyn.truthParticleLink.m_persIndex\n", - "read branch InDetTrackParticlesAuxDyn.numberOfPixelHits\n", - "read branch InDetTrackParticlesAuxDyn.numberOfPixelHoles\n", - "read branch InDetTrackParticlesAuxDyn.numberOfPixelSharedHits\n", - "read branch InDetTrackParticlesAuxDyn.numberOfPixelDeadSensors\n", - "read branch InDetTrackParticlesAuxDyn.numberOfSCTHits\n", - "read branch InDetTrackParticlesAuxDyn.numberOfSCTHoles\n", - "read branch InDetTrackParticlesAuxDyn.numberOfSCTSharedHits\n", - "read branch InDetTrackParticlesAuxDyn.numberOfSCTDeadSensors\n", - "read branch InDetTrackParticlesAuxDyn.qOverP\n", - "read branch InDetTrackParticlesAuxDyn.numberOfInnermostPixelLayerHits\n", - "read branch InDetTrackParticlesAuxDyn.TTVA_AMVFVertices\n", - "read branch InDetTrackParticlesAuxDyn.TTVA_AMVFWeights\n", - "read branch InDetTrackParticlesAuxDyn.chiSquared\n", - "read branch InDetTrackParticlesAuxDyn.numberDoF\n", - "read branch InDetTrackParticlesAuxDyn.d0\n", - "read branch InDetTrackParticlesAuxDyn.z0\n", - "read branch InDetTrackParticlesAuxDyn.theta\n", - "read branch InDetTrackParticlesAuxDyn.vz\n", - "read branch InDetTrackParticlesAuxDyn.numberOfTRTHits\n", - "read branch InDetTrackParticlesAuxDyn.numberOfTRTOutliers\n", - "read branch Kt4EMPFlowEventShapeAuxDyn.Density\n", - "read branch MET_Core_AnalysisMETAuxDyn.mpx\n", - "read branch MET_Core_AnalysisMETAuxDyn.mpy\n", - "read branch MET_Core_AnalysisMETAuxDyn.sumet\n", - "read branch MET_Core_AnalysisMETAuxDyn.source\n", - "read branch MET_Core_AnalysisMETAuxDyn.name\n", - "read branch MET_TruthAuxDyn.mpx\n", - "read branch MET_TruthAuxDyn.mpy\n", - "read branch MET_TruthAuxDyn.sumet\n", - "read branch MET_TruthAuxDyn.source\n", - "read branch MET_TruthAuxDyn.name\n", - "read branch MuonSpectrometerTrackParticlesAuxDyn.definingParametersCovMatrixDiag\n", - "read branch MuonSpectrometerTrackParticlesAuxDyn.definingParametersCovMatrixOffDiag\n", - "read branch MuonSpectrometerTrackParticlesAuxDyn.phi\n", - "read branch MuonSpectrometerTrackParticlesAuxDyn.truthParticleLink\n", - "read branch MuonSpectrometerTrackParticlesAuxDyn.truthParticleLink/MuonSpectrometerTrackParticlesAuxDyn.truthParticleLink.m_persKey\n", - "read branch MuonSpectrometerTrackParticlesAuxDyn.truthParticleLink/MuonSpectrometerTrackParticlesAuxDyn.truthParticleLink.m_persIndex\n", - "read branch MuonSpectrometerTrackParticlesAuxDyn.qOverP\n", - "read branch MuonSpectrometerTrackParticlesAuxDyn.d0\n", - "read branch MuonSpectrometerTrackParticlesAuxDyn.z0\n", - "read branch MuonSpectrometerTrackParticlesAuxDyn.theta\n", - "read branch MuonSpectrometerTrackParticlesAuxDyn.vz\n", - "read branch PrimaryVerticesAuxDyn.trackParticleLinks\n", - "read branch PrimaryVerticesAuxDyn.neutralParticleLinks\n", - "read branch PrimaryVerticesAuxDyn.x\n", - "read branch PrimaryVerticesAuxDyn.y\n", - "read branch PrimaryVerticesAuxDyn.z\n", - "read branch PrimaryVerticesAuxDyn.vertexType\n", - "read branch TauTracksAuxDyn.pt\n", - "read branch TauTracksAuxDyn.eta\n", - "read branch TauTracksAuxDyn.phi\n", - "read branch TauTracksAuxDyn.trackLinks\n", - "read branch TauTracksAuxDyn.flagSet\n", - "read branch TruthBosonAuxDyn.prodVtxLink\n", - "read branch TruthBosonAuxDyn.prodVtxLink/TruthBosonAuxDyn.prodVtxLink.m_persKey\n", - "read branch TruthBosonAuxDyn.prodVtxLink/TruthBosonAuxDyn.prodVtxLink.m_persIndex\n", - "read branch TruthBosonAuxDyn.decayVtxLink\n", - "read branch TruthBosonAuxDyn.decayVtxLink/TruthBosonAuxDyn.decayVtxLink.m_persKey\n", - "read branch TruthBosonAuxDyn.decayVtxLink/TruthBosonAuxDyn.decayVtxLink.m_persIndex\n", - "read branch TruthBosonAuxDyn.parentLinks\n", - "read branch TruthBosonAuxDyn.childLinks\n", - "read branch TruthBosonAuxDyn.m\n", - "read branch TruthBosonAuxDyn.px\n", - "read branch TruthBosonAuxDyn.py\n", - "read branch TruthBosonAuxDyn.pz\n", - "read branch TruthBosonAuxDyn.e\n", - "read branch TruthBosonAuxDyn.pdgId\n", - "read branch TruthBosonAuxDyn.classifierParticleOrigin\n", - "read branch TruthBosonAuxDyn.Classification\n", - "read branch TruthBosonAuxDyn.barcode\n", - "read branch TruthBosonAuxDyn.status\n", - "read branch TruthBosonAuxDyn.classifierParticleType\n", - "read branch TruthBosonAuxDyn.classifierParticleOutCome\n", - "read branch TruthBosonAuxDyn.polarizationPhi\n", - "read branch TruthBosonAuxDyn.polarizationTheta\n", - "read branch TruthBosonsWithDecayParticlesAuxDyn.prodVtxLink\n", - "read branch TruthBosonsWithDecayParticlesAuxDyn.prodVtxLink/TruthBosonsWithDecayParticlesAuxDyn.prodVtxLink.m_persKey\n", - "read branch TruthBosonsWithDecayParticlesAuxDyn.prodVtxLink/TruthBosonsWithDecayParticlesAuxDyn.prodVtxLink.m_persIndex\n", - "read branch TruthBosonsWithDecayParticlesAuxDyn.decayVtxLink\n", - "read branch TruthBosonsWithDecayParticlesAuxDyn.decayVtxLink/TruthBosonsWithDecayParticlesAuxDyn.decayVtxLink.m_persKey\n", - "read branch TruthBosonsWithDecayParticlesAuxDyn.decayVtxLink/TruthBosonsWithDecayParticlesAuxDyn.decayVtxLink.m_persIndex\n", - "read branch TruthBosonsWithDecayParticlesAuxDyn.m\n", - "read branch TruthBosonsWithDecayParticlesAuxDyn.px\n", - "read branch TruthBosonsWithDecayParticlesAuxDyn.py\n", - "read branch TruthBosonsWithDecayParticlesAuxDyn.pz\n", - "read branch TruthBosonsWithDecayParticlesAuxDyn.e\n", - "read branch TruthBosonsWithDecayParticlesAuxDyn.pdgId\n", - "read branch TruthBosonsWithDecayParticlesAuxDyn.classifierParticleOrigin\n", - "read branch TruthBosonsWithDecayParticlesAuxDyn.Classification\n", - "read branch TruthBosonsWithDecayParticlesAuxDyn.barcode\n", - "read branch TruthBosonsWithDecayParticlesAuxDyn.status\n", - "read branch TruthBosonsWithDecayParticlesAuxDyn.classifierParticleType\n", - "read branch TruthBosonsWithDecayParticlesAuxDyn.classifierParticleOutCome\n", - "read branch TruthBosonsWithDecayVerticesAuxDyn.incomingParticleLinks\n", - "read branch TruthBosonsWithDecayVerticesAuxDyn.outgoingParticleLinks\n", - "read branch TruthBosonsWithDecayVerticesAuxDyn.barcode\n", - "read branch TruthBosonsWithDecayVerticesAuxDyn.id\n", - "read branch TruthBosonsWithDecayVerticesAuxDyn.x\n", - "read branch TruthBosonsWithDecayVerticesAuxDyn.y\n", - "read branch TruthBosonsWithDecayVerticesAuxDyn.z\n", - "read branch TruthBosonsWithDecayVerticesAuxDyn.t\n", - "read branch TruthBottomAuxDyn.prodVtxLink\n", - "read branch TruthBottomAuxDyn.prodVtxLink/TruthBottomAuxDyn.prodVtxLink.m_persKey\n", - "read branch TruthBottomAuxDyn.prodVtxLink/TruthBottomAuxDyn.prodVtxLink.m_persIndex\n", - "read branch TruthBottomAuxDyn.decayVtxLink\n", - "read branch TruthBottomAuxDyn.decayVtxLink/TruthBottomAuxDyn.decayVtxLink.m_persKey\n", - "read branch TruthBottomAuxDyn.decayVtxLink/TruthBottomAuxDyn.decayVtxLink.m_persIndex\n", - "read branch TruthBottomAuxDyn.parentLinks\n", - "read branch TruthBottomAuxDyn.childLinks\n", - "read branch TruthBottomAuxDyn.m\n", - "read branch TruthBottomAuxDyn.px\n", - "read branch TruthBottomAuxDyn.py\n", - "read branch TruthBottomAuxDyn.pz\n", - "read branch TruthBottomAuxDyn.e\n", - "read branch TruthBottomAuxDyn.pdgId\n", - "read branch TruthBottomAuxDyn.classifierParticleOrigin\n", - "read branch TruthBottomAuxDyn.Classification\n", - "read branch TruthBottomAuxDyn.barcode\n", - "read branch TruthBottomAuxDyn.status\n", - "read branch TruthBottomAuxDyn.classifierParticleType\n", - "read branch TruthBottomAuxDyn.classifierParticleOutCome\n", - "read branch TruthBottomAuxDyn.polarizationPhi\n", - "read branch TruthBottomAuxDyn.polarizationTheta\n", - "read branch TruthEventsAuxDyn.crossSection\n", - "read branch TruthEventsAuxDyn.PDFID1\n", - "read branch TruthEventsAuxDyn.PDFID2\n", - "read branch TruthEventsAuxDyn.PDGID1\n", - "read branch TruthEventsAuxDyn.PDGID2\n", - "read branch TruthEventsAuxDyn.Q\n", - "read branch TruthEventsAuxDyn.X1\n", - "read branch TruthEventsAuxDyn.X2\n", - "read branch TruthEventsAuxDyn.XF1\n", - "read branch TruthEventsAuxDyn.XF2\n", - "read branch TruthMuonsAuxDyn.prodVtxLink\n", - "read branch TruthMuonsAuxDyn.prodVtxLink/TruthMuonsAuxDyn.prodVtxLink.m_persKey\n", - "read branch TruthMuonsAuxDyn.prodVtxLink/TruthMuonsAuxDyn.prodVtxLink.m_persIndex\n", - "read branch TruthMuonsAuxDyn.decayVtxLink\n", - "read branch TruthMuonsAuxDyn.decayVtxLink/TruthMuonsAuxDyn.decayVtxLink.m_persKey\n", - "read branch TruthMuonsAuxDyn.decayVtxLink/TruthMuonsAuxDyn.decayVtxLink.m_persIndex\n", - "read branch TruthMuonsAuxDyn.parentLinks\n", - "read branch TruthMuonsAuxDyn.childLinks\n", - "read branch TruthMuonsAuxDyn.m\n", - "read branch TruthMuonsAuxDyn.px\n", - "read branch TruthMuonsAuxDyn.py\n", - "read branch TruthMuonsAuxDyn.pz\n", - "read branch TruthMuonsAuxDyn.e\n", - "read branch TruthMuonsAuxDyn.pdgId\n", - "read branch TruthMuonsAuxDyn.ptcone30\n", - "read branch TruthMuonsAuxDyn.etcone20\n", - "read branch TruthMuonsAuxDyn.classifierParticleOrigin\n", - "read branch TruthMuonsAuxDyn.Classification\n", - "read branch TruthMuonsAuxDyn.barcode\n", - "read branch TruthMuonsAuxDyn.status\n", - "read branch TruthMuonsAuxDyn.classifierParticleType\n", - "read branch TruthMuonsAuxDyn.classifierParticleOutCome\n", - "read branch TruthMuonsAuxDyn.polarizationPhi\n", - "read branch TruthMuonsAuxDyn.polarizationTheta\n", - "read branch TruthMuonsAuxDyn.e_dressed\n", - "read branch TruthMuonsAuxDyn.pt_dressed\n", - "read branch TruthMuonsAuxDyn.eta_dressed\n", - "read branch TruthMuonsAuxDyn.phi_dressed\n", - "read branch TruthMuonsAuxDyn.nPhotons_dressed\n", - "read branch TruthNeutrinosAuxDyn.prodVtxLink\n", - "read branch TruthNeutrinosAuxDyn.prodVtxLink/TruthNeutrinosAuxDyn.prodVtxLink.m_persKey\n", - "read branch TruthNeutrinosAuxDyn.prodVtxLink/TruthNeutrinosAuxDyn.prodVtxLink.m_persIndex\n", - "read branch TruthNeutrinosAuxDyn.decayVtxLink\n", - "read branch TruthNeutrinosAuxDyn.decayVtxLink/TruthNeutrinosAuxDyn.decayVtxLink.m_persKey\n", - "read branch TruthNeutrinosAuxDyn.decayVtxLink/TruthNeutrinosAuxDyn.decayVtxLink.m_persIndex\n", - "read branch TruthNeutrinosAuxDyn.parentLinks\n", - "read branch TruthNeutrinosAuxDyn.childLinks\n", - "read branch TruthNeutrinosAuxDyn.m\n", - "read branch TruthNeutrinosAuxDyn.px\n", - "read branch TruthNeutrinosAuxDyn.py\n", - "read branch TruthNeutrinosAuxDyn.pz\n", - "read branch TruthNeutrinosAuxDyn.e\n", - "read branch TruthNeutrinosAuxDyn.pdgId\n", - "read branch TruthNeutrinosAuxDyn.classifierParticleOrigin\n", - "read branch TruthNeutrinosAuxDyn.Classification\n", - "read branch TruthNeutrinosAuxDyn.barcode\n", - "read branch TruthNeutrinosAuxDyn.status\n", - "read branch TruthNeutrinosAuxDyn.classifierParticleType\n", - "read branch TruthNeutrinosAuxDyn.classifierParticleOutCome\n", - "read branch TruthNeutrinosAuxDyn.polarizationPhi\n", - "read branch TruthNeutrinosAuxDyn.polarizationTheta\n", - "read branch TruthPhotonsAuxDyn.prodVtxLink\n", - "read branch TruthPhotonsAuxDyn.prodVtxLink/TruthPhotonsAuxDyn.prodVtxLink.m_persKey\n", - "read branch TruthPhotonsAuxDyn.prodVtxLink/TruthPhotonsAuxDyn.prodVtxLink.m_persIndex\n", - "read branch TruthPhotonsAuxDyn.decayVtxLink\n", - "read branch TruthPhotonsAuxDyn.decayVtxLink/TruthPhotonsAuxDyn.decayVtxLink.m_persKey\n", - "read branch TruthPhotonsAuxDyn.decayVtxLink/TruthPhotonsAuxDyn.decayVtxLink.m_persIndex\n", - "read branch TruthPhotonsAuxDyn.parentLinks\n", - "read branch TruthPhotonsAuxDyn.childLinks\n", - "read branch TruthPhotonsAuxDyn.m\n", - "read branch TruthPhotonsAuxDyn.px\n", - "read branch TruthPhotonsAuxDyn.py\n", - "read branch TruthPhotonsAuxDyn.pz\n", - "read branch TruthPhotonsAuxDyn.e\n", - "read branch TruthPhotonsAuxDyn.pdgId\n", - "read branch TruthPhotonsAuxDyn.ptcone20\n", - "read branch TruthPhotonsAuxDyn.etcone20\n", - "read branch TruthPhotonsAuxDyn.classifierParticleOrigin\n", - "read branch TruthPhotonsAuxDyn.Classification\n", - "read branch TruthPhotonsAuxDyn.barcode\n", - "read branch TruthPhotonsAuxDyn.status\n", - "read branch TruthPhotonsAuxDyn.classifierParticleType\n", - "read branch TruthPhotonsAuxDyn.classifierParticleOutCome\n", - "read branch TruthPhotonsAuxDyn.polarizationPhi\n", - "read branch TruthPhotonsAuxDyn.polarizationTheta\n", - "read branch TruthPhotonsAuxDyn.etcone40\n", - "read branch TruthPrimaryVerticesAuxDyn.x\n", - "read branch TruthPrimaryVerticesAuxDyn.y\n", - "read branch TruthPrimaryVerticesAuxDyn.z\n", - "read branch TruthPrimaryVerticesAuxDyn.t\n", - "read branch TruthTausAuxDyn.prodVtxLink\n", - "read branch TruthTausAuxDyn.prodVtxLink/TruthTausAuxDyn.prodVtxLink.m_persKey\n", - "read branch TruthTausAuxDyn.prodVtxLink/TruthTausAuxDyn.prodVtxLink.m_persIndex\n", - "read branch TruthTausAuxDyn.decayVtxLink\n", - "read branch TruthTausAuxDyn.decayVtxLink/TruthTausAuxDyn.decayVtxLink.m_persKey\n", - "read branch TruthTausAuxDyn.decayVtxLink/TruthTausAuxDyn.decayVtxLink.m_persIndex\n", - "read branch TruthTausAuxDyn.parentLinks\n", - "read branch TruthTausAuxDyn.childLinks\n", - "read branch TruthTausAuxDyn.m\n", - "read branch TruthTausAuxDyn.px\n", - "read branch TruthTausAuxDyn.py\n", - "read branch TruthTausAuxDyn.pz\n", - "read branch TruthTausAuxDyn.e\n", - "read branch TruthTausAuxDyn.pdgId\n", - "read branch TruthTausAuxDyn.classifierParticleOrigin\n", - "read branch TruthTausAuxDyn.Classification\n", - "read branch TruthTausAuxDyn.pt_vis\n", - "read branch TruthTausAuxDyn.eta_vis\n", - "read branch TruthTausAuxDyn.phi_vis\n", - "read branch TruthTausAuxDyn.m_vis\n", - "read branch TruthTausAuxDyn.barcode\n", - "read branch TruthTausAuxDyn.status\n", - "read branch TruthTausAuxDyn.classifierParticleType\n", - "read branch TruthTausAuxDyn.classifierParticleOutCome\n", - "read branch TruthTausAuxDyn.originalTruthParticle\n", - "read branch TruthTausAuxDyn.originalTruthParticle/TruthTausAuxDyn.originalTruthParticle.m_persKey\n", - "read branch TruthTausAuxDyn.originalTruthParticle/TruthTausAuxDyn.originalTruthParticle.m_persIndex\n", - "read branch TruthTausAuxDyn.polarizationPhi\n", - "read branch TruthTausAuxDyn.polarizationTheta\n", - "read branch TruthTausAuxDyn.pt_vis_dressed\n", - "read branch TruthTausAuxDyn.eta_vis_dressed\n", - "read branch TruthTausAuxDyn.phi_vis_dressed\n", - "read branch TruthTausAuxDyn.m_vis_dressed\n", - "read branch TruthTausAuxDyn.nPhotons_dressed\n", - "read branch TruthTausAuxDyn.dressedPhoton\n", - "read branch TruthTausAuxDyn.numCharged\n", - "read branch TruthTausAuxDyn.numChargedPion\n", - "read branch TruthTausAuxDyn.numNeutral\n", - "read branch TruthTausAuxDyn.numNeutralPion\n", - "read branch TruthTausAuxDyn.IsHadronicTau\n", - "read branch TruthTausAuxDyn.pt_invis\n", - "read branch TruthTausAuxDyn.eta_invis\n", - "read branch TruthTausAuxDyn.phi_invis\n", - "read branch TruthTausAuxDyn.m_invis\n", - "read branch TruthTausAuxDyn.pt_vis_neutral\n", - "read branch TruthTausAuxDyn.eta_vis_neutral\n", - "read branch TruthTausAuxDyn.phi_vis_neutral\n", - "read branch TruthTausAuxDyn.m_vis_neutral\n", - "read branch TruthTausAuxDyn.DecayModeVector\n", - "read branch TruthTausAuxDyn.decay_vertex_x\n", - "read branch TruthTausAuxDyn.decay_vertex_y\n", - "read branch TruthTausAuxDyn.decay_vertex_z\n", - "read branch TruthTausAuxDyn.prod_vertex_x\n", - "read branch TruthTausAuxDyn.prod_vertex_y\n", - "read branch TruthTausAuxDyn.prod_vertex_z\n", - "read branch TruthTopAuxDyn.prodVtxLink\n", - "read branch TruthTopAuxDyn.prodVtxLink/TruthTopAuxDyn.prodVtxLink.m_persKey\n", - "read branch TruthTopAuxDyn.prodVtxLink/TruthTopAuxDyn.prodVtxLink.m_persIndex\n", - "read branch TruthTopAuxDyn.decayVtxLink\n", - "read branch TruthTopAuxDyn.decayVtxLink/TruthTopAuxDyn.decayVtxLink.m_persKey\n", - "read branch TruthTopAuxDyn.decayVtxLink/TruthTopAuxDyn.decayVtxLink.m_persIndex\n", - "read branch TruthTopAuxDyn.parentLinks\n", - "read branch TruthTopAuxDyn.childLinks\n", - "read branch TruthTopAuxDyn.m\n", - "read branch TruthTopAuxDyn.px\n", - "read branch TruthTopAuxDyn.py\n", - "read branch TruthTopAuxDyn.pz\n", - "read branch TruthTopAuxDyn.e\n", - "read branch TruthTopAuxDyn.pdgId\n", - "read branch TruthTopAuxDyn.classifierParticleOrigin\n", - "read branch TruthTopAuxDyn.Classification\n", - "read branch TruthTopAuxDyn.barcode\n", - "read branch TruthTopAuxDyn.status\n", - "read branch TruthTopAuxDyn.classifierParticleType\n", - "read branch TruthTopAuxDyn.classifierParticleOutCome\n", - "read branch TruthTopAuxDyn.polarizationPhi\n", - "read branch TruthTopAuxDyn.polarizationTheta\n", - "read branch egammaClustersAuxDyn.calE\n", - "read branch egammaClustersAuxDyn.calEta\n", - "read branch egammaClustersAuxDyn.calPhi\n", - "read branch egammaClustersAuxDyn.eta_sampl\n", - "read branch egammaClustersAuxDyn.calM\n", - "read branch egammaClustersAuxDyn.e_sampl\n", - "read branch egammaClustersAuxDyn.ETA2CALOFRAME\n", - "read branch egammaClustersAuxDyn.ETACALOFRAME\n", - "read branch egammaClustersAuxDyn.PHI2CALOFRAME\n", - "read branch egammaClustersAuxDyn.PHICALOFRAME\n", - "read branch egammaClustersAuxDyn.constituentClusterLinks\n", - "read branch AnalysisElectronsAuxDyn.trackParticleLinks\n", - "read branch AnalysisElectronsAuxDyn.ambiguityLink\n", - "read branch AnalysisElectronsAuxDyn.ambiguityLink/AnalysisElectronsAuxDyn.ambiguityLink.m_persKey\n", - "read branch AnalysisElectronsAuxDyn.ambiguityLink/AnalysisElectronsAuxDyn.ambiguityLink.m_persIndex\n", - "read branch AnalysisElectronsAuxDyn.pt\n", - "read branch AnalysisElectronsAuxDyn.eta\n", - "read branch AnalysisElectronsAuxDyn.phi\n", - "read branch AnalysisElectronsAuxDyn.m\n", - "read branch AnalysisElectronsAuxDyn.charge\n", - "read branch AnalysisElectronsAuxDyn.topoetcone20\n", - "read branch AnalysisElectronsAuxDyn.f1\n", - "read branch AnalysisElectronsAuxDyn.truthType\n", - "read branch AnalysisElectronsAuxDyn.truthOrigin\n", - "read branch AnalysisElectronsAuxDyn.truthParticleLink\n", - "read branch AnalysisElectronsAuxDyn.truthParticleLink/AnalysisElectronsAuxDyn.truthParticleLink.m_persKey\n", - "read branch AnalysisElectronsAuxDyn.truthParticleLink/AnalysisElectronsAuxDyn.truthParticleLink.m_persIndex\n", - "read branch AnalysisElectronsAuxDyn.neflowisol20\n", - "read branch AnalysisElectronsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVALooseCone_pt1000\n", - "read branch AnalysisElectronsAuxDyn.ptcone20_Nonprompt_All_MaxWeightTTVALooseCone_pt1000\n", - "read branch AnalysisElectronsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVALooseCone_pt1000_CloseByCorr\n", - "read branch AnalysisElectronsAuxDyn.topoetcone20_CloseByCorr\n", - "read branch AnalysisElectronsAuxDyn.ptcone20_Nonprompt_All_MaxWeightTTVALooseCone_pt1000_CloseByCorr\n", - "read branch AnalysisElectronsAuxDyn.DFCommonElectronsLHLoose\n", - "read branch AnalysisElectronsAuxDyn.DFCommonElectronsLHLooseBLIsEMValue\n", - "read branch AnalysisElectronsAuxDyn.TruthLink\n", - "read branch AnalysisElectronsAuxDyn.TruthLink/AnalysisElectronsAuxDyn.TruthLink.m_persKey\n", - "read branch AnalysisElectronsAuxDyn.TruthLink/AnalysisElectronsAuxDyn.TruthLink.m_persIndex\n", - "read branch AnalysisElectronsAuxDyn.caloClusterLinks\n", - "read branch AnalysisElectronsAuxDyn.author\n", - "read branch AnalysisElectronsAuxDyn.OQ\n", - "read branch AnalysisElectronsAuxDyn.ambiguityType\n", - "read branch AnalysisElectronsAuxDyn.topoetcone20ptCorrection\n", - "read branch AnalysisElectronsAuxDyn.ptcone20_Nonprompt_All_MaxWeightTTVALooseCone_pt500\n", - "read branch AnalysisElectronsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVALooseCone_pt500\n", - "read branch AnalysisElectronsAuxDyn.DFCommonElectronsLHVeryLoose\n", - "read branch AnalysisElectronsAuxDyn.DFCommonElectronsLHVeryLooseIsEMValue\n", - "read branch AnalysisElectronsAuxDyn.DFCommonElectronsLHLooseIsEMValue\n", - "read branch AnalysisElectronsAuxDyn.DFCommonElectronsLHLooseBL\n", - "read branch AnalysisElectronsAuxDyn.DFCommonElectronsLHMedium\n", - "read branch AnalysisElectronsAuxDyn.DFCommonElectronsLHMediumIsEMValue\n", - "read branch AnalysisElectronsAuxDyn.DFCommonElectronsLHTight\n", - "read branch AnalysisElectronsAuxDyn.DFCommonElectronsLHTightIsEMValue\n", - "read branch AnalysisElectronsAuxDyn.DFCommonElectronsECIDS\n", - "read branch AnalysisElectronsAuxDyn.DFCommonElectronsECIDSResult\n", - "read branch AnalysisElectronsAuxDyn.truthPdgId\n", - "read branch AnalysisElectronsAuxDyn.firstEgMotherTruthType\n", - "read branch AnalysisElectronsAuxDyn.firstEgMotherTruthOrigin\n", - "read branch AnalysisElectronsAuxDyn.firstEgMotherPdgId\n", - "read branch AnalysisElectronsAuxDyn.firstEgMotherTruthParticleLink\n", - "read branch AnalysisElectronsAuxDyn.firstEgMotherTruthParticleLink/AnalysisElectronsAuxDyn.firstEgMotherTruthParticleLink.m_persKey\n", - "read branch AnalysisElectronsAuxDyn.firstEgMotherTruthParticleLink/AnalysisElectronsAuxDyn.firstEgMotherTruthParticleLink.m_persIndex\n", - "read branch AnalysisLargeRJetsAuxDyn.pt\n", - "read branch AnalysisLargeRJetsAuxDyn.eta\n", - "read branch AnalysisLargeRJetsAuxDyn.phi\n", - "read branch AnalysisLargeRJetsAuxDyn.m\n", - "read branch AnalysisLargeRJetsAuxDyn.constituentLinks\n", - "read branch AnalysisLargeRJetsAuxDyn.JetConstitScaleMomentum_pt\n", - "read branch AnalysisLargeRJetsAuxDyn.JetConstitScaleMomentum_eta\n", - "read branch AnalysisLargeRJetsAuxDyn.JetConstitScaleMomentum_phi\n", - "read branch AnalysisLargeRJetsAuxDyn.JetConstitScaleMomentum_m\n", - "read branch AnalysisLargeRJetsAuxDyn.GN2Xv01_phbb\n", - "read branch AnalysisLargeRJetsAuxDyn.GN2Xv01_ptop\n", - "read branch AnalysisLargeRJetsAuxDyn.GN2Xv01_pqcd\n", - "read branch AnalysisLargeRJetsAuxDyn.DetectorEta\n", - "read branch AnalysisLargeRJetsAuxDyn.D2\n", - "read branch AnalysisLargeRJetsAuxDyn.ECF1\n", - "read branch AnalysisLargeRJetsAuxDyn.ECF2\n", - "read branch AnalysisLargeRJetsAuxDyn.ECF3\n", - "read branch AnalysisLargeRJetsAuxDyn.Parent\n", - "read branch AnalysisLargeRJetsAuxDyn.Parent/AnalysisLargeRJetsAuxDyn.Parent.m_persKey\n", - "read branch AnalysisLargeRJetsAuxDyn.Parent/AnalysisLargeRJetsAuxDyn.Parent.m_persIndex\n", - "read branch AnalysisLargeRJetsAuxDyn.Tau1_wta\n", - "read branch AnalysisLargeRJetsAuxDyn.Tau2_wta\n", - "read branch AnalysisLargeRJetsAuxDyn.Tau3_wta\n", - "read branch AnalysisLargeRJetsAuxDyn.C2\n", - "read branch AnalysisLargeRJetsAuxDyn.GN2Xv01_phcc\n", - "read branch AnalysisLargeRJetsAuxDyn.GhostBHadronsFinalCount\n", - "read branch AnalysisLargeRJetsAuxDyn.GhostCHadronsFinalCount\n", - "read branch AnalysisLargeRJetsAuxDyn.Split12\n", - "read branch AnalysisLargeRJetsAuxDyn.Split23\n", - "read branch AnalysisLargeRJetsAuxDyn.Qw\n", - "read branch AnalysisLargeRJetsAuxDyn.R10TruthLabel_R21Precision\n", - "read branch AnalysisLargeRJetsAuxDyn.R10TruthLabel_R21Precision_2022v1\n", - "read branch AnalysisLargeRJetsAuxDyn.R10TruthLabel_R22v1\n", - "read branch AnalysisTauJetsAuxDyn.pt\n", - "read branch AnalysisTauJetsAuxDyn.eta\n", - "read branch AnalysisTauJetsAuxDyn.phi\n", - "read branch AnalysisTauJetsAuxDyn.m\n", - "read branch AnalysisTauJetsAuxDyn.vertexLink\n", - "read branch AnalysisTauJetsAuxDyn.vertexLink/AnalysisTauJetsAuxDyn.vertexLink.m_persKey\n", - "read branch AnalysisTauJetsAuxDyn.vertexLink/AnalysisTauJetsAuxDyn.vertexLink.m_persIndex\n", - "read branch AnalysisTauJetsAuxDyn.tauTrackLinks\n", - "read branch AnalysisTauJetsAuxDyn.charge\n", - "read branch AnalysisTauJetsAuxDyn.EleRNNLoose_v1\n", - "read branch AnalysisTauJetsAuxDyn.EleRNNMedium_v1\n", - "read branch AnalysisTauJetsAuxDyn.EleRNNTight_v1\n", - "read branch AnalysisTauJetsAuxDyn.JetDeepSetVeryLoose\n", - "read branch AnalysisTauJetsAuxDyn.JetDeepSetLoose\n", - "read branch AnalysisTauJetsAuxDyn.JetDeepSetMedium\n", - "read branch AnalysisTauJetsAuxDyn.JetDeepSetTight\n", - "read branch AnalysisTauJetsAuxDyn.truthParticleLink\n", - "read branch AnalysisTauJetsAuxDyn.truthParticleLink/AnalysisTauJetsAuxDyn.truthParticleLink.m_persKey\n", - "read branch AnalysisTauJetsAuxDyn.truthParticleLink/AnalysisTauJetsAuxDyn.truthParticleLink.m_persIndex\n", - "read branch AnalysisTauJetsAuxDyn.IsTruthMatched\n", - "read branch AnalysisTauJetsAuxDyn.ptTauEnergyScale\n", - "read branch AnalysisTauJetsAuxDyn.etaTauEnergyScale\n", - "read branch AnalysisTauJetsAuxDyn.ptFinalCalib\n", - "read branch AnalysisTauJetsAuxDyn.etaFinalCalib\n", - "read branch AnalysisTauJetsAuxDyn.isTauFlags\n", - "read branch AnalysisTauJetsAuxDyn.PanTau_DecayMode\n", - "read branch AnalysisTauJetsAuxDyn.RNNJetScore\n", - "read branch AnalysisTauJetsAuxDyn.RNNJetScoreSigTrans\n", - "read branch AnalysisTauJetsAuxDyn.RNNEleScore\n", - "read branch AnalysisTauJetsAuxDyn.NNDecayMode\n", - "read branch AnalysisTauJetsAuxDyn.truthJetLink\n", - "read branch AnalysisTauJetsAuxDyn.truthJetLink/AnalysisTauJetsAuxDyn.truthJetLink.m_persKey\n", - "read branch AnalysisTauJetsAuxDyn.truthJetLink/AnalysisTauJetsAuxDyn.truthJetLink.m_persIndex\n", - "read branch AnalysisTauJetsAuxDyn.RNNEleScoreSigTrans_v1\n", - "read branch AnalysisTauJetsAuxDyn.JetDeepSetScore\n", - "read branch AnalysisTauJetsAuxDyn.JetDeepSetScoreTrans\n", - "cannot read branch GSFTrackParticlesAuxDyn.definingParametersCovMatrixDiag\n", - "cannot read branch GSFTrackParticlesAuxDyn.definingParametersCovMatrixOffDiag\n", - "read branch GSFTrackParticlesAuxDyn.phi\n", - "read branch GSFTrackParticlesAuxDyn.originalTrackParticle\n", - "read branch GSFTrackParticlesAuxDyn.originalTrackParticle/GSFTrackParticlesAuxDyn.originalTrackParticle.m_persKey\n", - "read branch GSFTrackParticlesAuxDyn.originalTrackParticle/GSFTrackParticlesAuxDyn.originalTrackParticle.m_persIndex\n", - "read branch GSFTrackParticlesAuxDyn.numberOfPixelHits\n", - "read branch GSFTrackParticlesAuxDyn.numberOfSCTHits\n", - "read branch GSFTrackParticlesAuxDyn.qOverP\n", - "read branch GSFTrackParticlesAuxDyn.numberOfInnermostPixelLayerHits\n", - "read branch GSFTrackParticlesAuxDyn.numberOfNextToInnermostPixelLayerHits\n", - "read branch GSFTrackParticlesAuxDyn.expectInnermostPixelLayerHit\n", - "read branch GSFTrackParticlesAuxDyn.expectNextToInnermostPixelLayerHit\n", - "read branch GSFTrackParticlesAuxDyn.chiSquared\n", - "read branch GSFTrackParticlesAuxDyn.d0\n", - "read branch GSFTrackParticlesAuxDyn.z0\n", - "read branch GSFTrackParticlesAuxDyn.theta\n", - "read branch GSFTrackParticlesAuxDyn.vz\n", - "read branch TruthElectronsAuxDyn.prodVtxLink\n", - "read branch TruthElectronsAuxDyn.prodVtxLink/TruthElectronsAuxDyn.prodVtxLink.m_persKey\n", - "read branch TruthElectronsAuxDyn.prodVtxLink/TruthElectronsAuxDyn.prodVtxLink.m_persIndex\n", - "read branch TruthElectronsAuxDyn.decayVtxLink\n", - "read branch TruthElectronsAuxDyn.decayVtxLink/TruthElectronsAuxDyn.decayVtxLink.m_persKey\n", - "read branch TruthElectronsAuxDyn.decayVtxLink/TruthElectronsAuxDyn.decayVtxLink.m_persIndex\n", - "read branch TruthElectronsAuxDyn.parentLinks\n", - "read branch TruthElectronsAuxDyn.childLinks\n", - "read branch TruthElectronsAuxDyn.m\n", - "read branch TruthElectronsAuxDyn.px\n", - "read branch TruthElectronsAuxDyn.py\n", - "read branch TruthElectronsAuxDyn.pz\n", - "read branch TruthElectronsAuxDyn.e\n", - "read branch TruthElectronsAuxDyn.pdgId\n", - "read branch TruthElectronsAuxDyn.ptcone30\n", - "read branch TruthElectronsAuxDyn.etcone20\n", - "read branch TruthElectronsAuxDyn.classifierParticleOrigin\n", - "read branch TruthElectronsAuxDyn.Classification\n", - "read branch TruthElectronsAuxDyn.barcode\n", - "read branch TruthElectronsAuxDyn.status\n", - "read branch TruthElectronsAuxDyn.classifierParticleType\n", - "read branch TruthElectronsAuxDyn.classifierParticleOutCome\n", - "read branch TruthElectronsAuxDyn.polarizationPhi\n", - "read branch TruthElectronsAuxDyn.polarizationTheta\n", - "read branch TruthElectronsAuxDyn.e_dressed\n", - "read branch TruthElectronsAuxDyn.pt_dressed\n", - "read branch TruthElectronsAuxDyn.eta_dressed\n", - "read branch TruthElectronsAuxDyn.phi_dressed\n", - "read branch TruthElectronsAuxDyn.nPhotons_dressed\n", - "read branch HLTNav_RepackedFeatures_METAuxDyn.nameOfComponent\n", - "cannot read branch HLTNav_RepackedFeatures_METAuxDyn.exComponent\n", - "cannot read branch HLTNav_RepackedFeatures_METAuxDyn.eyComponent\n", - "cannot read branch HLTNav_RepackedFeatures_METAuxDyn.ezComponent\n", - "cannot read branch HLTNav_RepackedFeatures_METAuxDyn.sumEtComponent\n", - "cannot read branch HLTNav_RepackedFeatures_METAuxDyn.sumEComponent\n", - "cannot read branch HLTNav_RepackedFeatures_METAuxDyn.calib0Component\n", - "cannot read branch HLTNav_RepackedFeatures_METAuxDyn.calib1Component\n", - "cannot read branch HLTNav_RepackedFeatures_METAuxDyn.sumOfSignsComponent\n", - "cannot read branch HLTNav_RepackedFeatures_METAuxDyn.statusComponent\n", - "cannot read branch HLTNav_RepackedFeatures_METAuxDyn.usedChannelsComponent\n", - "read branch HLTNav_RepackedFeatures_METAuxDyn.ex\n", - "read branch HLTNav_RepackedFeatures_METAuxDyn.ey\n", - "read branch HLTNav_RepackedFeatures_METAuxDyn.ez\n", - "read branch HLTNav_RepackedFeatures_METAuxDyn.sumEt\n", - "read branch HLTNav_RepackedFeatures_METAuxDyn.sumE\n", - "read branch HLTNav_RepackedFeatures_METAuxDyn.flag\n", - "read branch HLTNav_RepackedFeatures_METAuxDyn.roiWord\n", - "read branch GSFConversionVerticesAuxDyn.trackParticleLinks\n", - "read branch GSFConversionVerticesAuxDyn.neutralParticleLinks\n", - "read branch GSFConversionVerticesAuxDyn.px\n", - "read branch GSFConversionVerticesAuxDyn.py\n", - "read branch GSFConversionVerticesAuxDyn.pz\n", - "read branch GSFConversionVerticesAuxDyn.x\n", - "read branch GSFConversionVerticesAuxDyn.y\n", - "read branch GSFConversionVerticesAuxDyn.z\n", - "read branch GSFConversionVerticesAuxDyn.minRfirstHit\n", - "read branch GSFConversionVerticesAuxDyn.pt1\n", - "read branch GSFConversionVerticesAuxDyn.pt2\n", - "read branch FourLeptonVerticesAuxDyn.trackParticleLinks\n", - "read branch FourLeptonVerticesAuxDyn.x\n", - "read branch FourLeptonVerticesAuxDyn.y\n", - "read branch FourLeptonVerticesAuxDyn.z\n", - "read branch FourLeptonVerticesAuxDyn.vertexType\n", - "read branch FourLeptonVerticesAuxDyn.chiSquared\n", - "read branch FourLeptonVerticesAuxDyn.numberDoF\n", - "read branch TruthForwardProtonsAuxDyn.prodVtxLink\n", - "read branch TruthForwardProtonsAuxDyn.prodVtxLink/TruthForwardProtonsAuxDyn.prodVtxLink.m_persKey\n", - "read branch TruthForwardProtonsAuxDyn.prodVtxLink/TruthForwardProtonsAuxDyn.prodVtxLink.m_persIndex\n", - "read branch TruthForwardProtonsAuxDyn.decayVtxLink\n", - "read branch TruthForwardProtonsAuxDyn.decayVtxLink/TruthForwardProtonsAuxDyn.decayVtxLink.m_persKey\n", - "read branch TruthForwardProtonsAuxDyn.decayVtxLink/TruthForwardProtonsAuxDyn.decayVtxLink.m_persIndex\n", - "read branch TruthForwardProtonsAuxDyn.m\n", - "read branch TruthForwardProtonsAuxDyn.px\n", - "read branch TruthForwardProtonsAuxDyn.py\n", - "read branch TruthForwardProtonsAuxDyn.pz\n", - "read branch TruthForwardProtonsAuxDyn.e\n", - "read branch TruthForwardProtonsAuxDyn.pdgId\n", - "read branch TruthForwardProtonsAuxDyn.classifierParticleOrigin\n", - "read branch TruthForwardProtonsAuxDyn.Classification\n", - "read branch TruthForwardProtonsAuxDyn.barcode\n", - "read branch TruthForwardProtonsAuxDyn.status\n", - "read branch TruthForwardProtonsAuxDyn.classifierParticleType\n", - "read branch TruthForwardProtonsAuxDyn.classifierParticleOutCome\n", - "read branch TruthForwardProtonsAuxDyn.polarizationPhi\n", - "read branch TruthForwardProtonsAuxDyn.polarizationTheta\n" - ] - }, - { - "data": { - "text/plain": [ - "{'xTrigDecisionAux./xTrigDecisionAux.smk': 0.030205000000000037,\n", - " 'xTrigDecisionAux./xTrigDecisionAux.bgCode': 0.008187999999999973,\n", - " 'xTrigDecisionAux./xTrigDecisionAux.tav': 0.774954,\n", - " 'xTrigDecisionAux./xTrigDecisionAux.tap': 0.7749539999999999,\n", - " 'xTrigDecisionAux./xTrigDecisionAux.tbp': 0.7749540000000001,\n", - " 'xTrigDecisionAux./xTrigDecisionAux.lvl2ErrorBits': 0.02048799999999984,\n", - " 'xTrigDecisionAux./xTrigDecisionAux.efErrorBits': 0.02018399999999998,\n", - " 'xTrigDecisionAux./xTrigDecisionAux.lvl2Truncated': 0.008636000000000088,\n", - " 'xTrigDecisionAux./xTrigDecisionAux.efTruncated': 0.00850799999999996,\n", - " 'xTrigDecisionAux./xTrigDecisionAux.lvl2PassedPhysics': 0.08133599999999985,\n", - " 'xTrigDecisionAux./xTrigDecisionAux.efPassedPhysics': 1.1264279999999998,\n", - " 'xTrigDecisionAux./xTrigDecisionAux.lvl2PassedRaw': 0.0808750000000007,\n", - " 'xTrigDecisionAux./xTrigDecisionAux.efPassedRaw': 1.1262879999999997,\n", - " 'xTrigDecisionAux./xTrigDecisionAux.lvl2PassedThrough': 0.0813360000000003,\n", - " 'xTrigDecisionAux./xTrigDecisionAux.efPassedThrough': 0.08103600000000011,\n", - " 'xTrigDecisionAux./xTrigDecisionAux.lvl2Prescaled': 0.08087499999999981,\n", - " 'xTrigDecisionAux./xTrigDecisionAux.efPrescaled': 0.1007579999999999,\n", - " 'xTrigDecisionAux./xTrigDecisionAux.lvl2Resurrected': 0.08103600000000011,\n", - " 'xTrigDecisionAux./xTrigDecisionAux.efResurrected': 0.08087499999999981,\n", - " 'METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.jetLink': 0.15100800000000003,\n", - " 'METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.objectLinks': 0.3817219999999999,\n", - " 'METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.calpx': 0.6858810000000002,\n", - " 'METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.calpy': 0.6856170000000006,\n", - " 'METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.calpz': 0.6873749999999994,\n", - " 'METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.cale': 0.6712360000000004,\n", - " 'METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.calsumpt': 0.6701739999999994,\n", - " 'METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.calkey': 0.310905,\n", - " 'METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.trkpx': 0.3742719999999995,\n", - " 'METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.trkpy': 0.37415100000000123,\n", - " 'METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.trkpz': 0.3751160000000002,\n", - " 'METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.trke': 0.3677509999999984,\n", - " 'METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.trksumpt': 0.3666400000000003,\n", - " 'METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.trkkey': 0.22362799999999972,\n", - " 'METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.jettrkpx': 1.023257000000001,\n", - " 'METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.jettrkpy': 1.0230700000000006,\n", - " 'METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.jettrkpz': 1.0255039999999997,\n", - " 'METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.jettrke': 0.9909139999999983,\n", - " 'METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.jettrksumpt': 0.9915669999999999,\n", - " 'METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.overlapIndices': 0.30493799999999993,\n", - " 'METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.overlapTypes': 0.2952380000000012,\n", - " 'METAssoc_AnalysisMETAux./METAssoc_AnalysisMETAux.isMisc': 0.1340299999999992,\n", - " 'AntiKt10TruthSoftDropBeta100Zcut10JetsAux./AntiKt10TruthSoftDropBeta100Zcut10JetsAux.pt': 4.2938019999999995,\n", - " 'AntiKt10TruthSoftDropBeta100Zcut10JetsAux./AntiKt10TruthSoftDropBeta100Zcut10JetsAux.eta': 0.49091800000000063,\n", - " 'AntiKt10TruthSoftDropBeta100Zcut10JetsAux./AntiKt10TruthSoftDropBeta100Zcut10JetsAux.phi': 0.48944400000000243,\n", - " 'AntiKt10TruthSoftDropBeta100Zcut10JetsAux./AntiKt10TruthSoftDropBeta100Zcut10JetsAux.m': 0.47860899999999873,\n", - " 'AntiKt10TruthSoftDropBeta100Zcut10JetsAux./AntiKt10TruthSoftDropBeta100Zcut10JetsAux.constituentLinks': 6.679190999999999,\n", - " 'AntiKt10TruthSoftDropBeta100Zcut10JetsAux./AntiKt10TruthSoftDropBeta100Zcut10JetsAux.constituentWeights': 0.5075199999999995,\n", - " 'AntiKt10UFOCSSKJetsAux./AntiKt10UFOCSSKJetsAux.pt': 0.4034760000000013,\n", - " 'AntiKt10UFOCSSKJetsAux./AntiKt10UFOCSSKJetsAux.eta': 0.42228099999999813,\n", - " 'AntiKt10UFOCSSKJetsAux./AntiKt10UFOCSSKJetsAux.phi': 0.42114500000000277,\n", - " 'AntiKt10UFOCSSKJetsAux./AntiKt10UFOCSSKJetsAux.m': 0.4067399999999992,\n", - " 'AntiKt10UFOCSSKJetsAux./AntiKt10UFOCSSKJetsAux.constituentLinks': 2.995930999999999,\n", - " 'AntiKt10UFOCSSKJetsAux./AntiKt10UFOCSSKJetsAux.constituentWeights': 0.39202900000000085,\n", - " 'AntiKt4TruthDressedWZJetsAux./AntiKt4TruthDressedWZJetsAux.pt': 1.497799999999998,\n", - " 'AntiKt4TruthDressedWZJetsAux./AntiKt4TruthDressedWZJetsAux.eta': 1.5397010000000009,\n", - " 'AntiKt4TruthDressedWZJetsAux./AntiKt4TruthDressedWZJetsAux.phi': 1.5329639999999998,\n", - " 'AntiKt4TruthDressedWZJetsAux./AntiKt4TruthDressedWZJetsAux.m': 1.485235000000003,\n", - " 'AntiKt4TruthDressedWZJetsAux./AntiKt4TruthDressedWZJetsAux.constituentLinks': 9.654519,\n", - " 'AntiKt4TruthDressedWZJetsAux./AntiKt4TruthDressedWZJetsAux.constituentWeights': 0.9034069999999943,\n", - " 'BunchConfKey': 0.06960800000000233,\n", - " 'TrigConfKeys': 0.07737800000000306,\n", - " 'TrigConfKeysOnline': 0.07755399999999923,\n", - " 'index_ref': 0.30052599999999785,\n", - " 'AnalysisJetsAuxDyn.pt': 1.2115909999999985,\n", - " 'AnalysisJetsAuxDyn.eta': 1.264398,\n", - " 'AnalysisJetsAuxDyn.phi': 1.2587350000000015,\n", - " 'AnalysisJetsAuxDyn.m': 1.194972,\n", - " 'AnalysisJetsAuxDyn.JetConstitScaleMomentum_pt': 1.222014999999999,\n", - " 'AnalysisJetsAuxDyn.JetConstitScaleMomentum_eta': 1.2667649999999995,\n", - " 'AnalysisJetsAuxDyn.JetConstitScaleMomentum_phi': 1.2609670000000008,\n", - " 'AnalysisJetsAuxDyn.JetConstitScaleMomentum_m': 1.2342960000000005,\n", - " 'AnalysisJetsAuxDyn.btaggingLink': 0.3213790000000003,\n", - " 'AnalysisJetsAuxDyn.btaggingLink/AnalysisJetsAuxDyn.btaggingLink.m_persKey': 0.0900219999999976,\n", - " 'AnalysisJetsAuxDyn.btaggingLink/AnalysisJetsAuxDyn.btaggingLink.m_persIndex': 0.1365690000000015,\n", - " 'AnalysisJetsAuxDyn.ActiveArea4vec_eta': 1.2656610000000015,\n", - " 'AnalysisJetsAuxDyn.ActiveArea4vec_m': 1.1722639999999984,\n", - " 'AnalysisJetsAuxDyn.ActiveArea4vec_phi': 1.2603270000000037,\n", - " 'AnalysisJetsAuxDyn.ActiveArea4vec_pt': 1.1586070000000035,\n", - " 'AnalysisJetsAuxDyn.DetectorEta': 1.265271999999996,\n", - " 'AnalysisJetsAuxDyn.EMFrac': 1.2141419999999954,\n", - " 'AnalysisJetsAuxDyn.JVFCorr': 0.9665449999999964,\n", - " 'AnalysisJetsAuxDyn.Timing': 1.2799770000000024,\n", - " 'AnalysisJetsAuxDyn.NumTrkPt1000': 2.0023610000000076,\n", - " 'AnalysisJetsAuxDyn.NumTrkPt500': 2.732923999999997,\n", - " 'AnalysisJetsAuxDyn.EnergyPerSampling': 8.673862,\n", - " 'AnalysisJetsAuxDyn.SumPtChargedPFOPt500': 1.6784619999999961,\n", - " 'AnalysisJetsAuxDyn.SumPtTrkPt500': 8.27568500000001,\n", - " 'AnalysisJetsAuxDyn.TrackWidthPt1000': 4.618642999999992,\n", - " 'AnalysisJetsAuxDyn.PSFrac': 0.9519379999999984,\n", - " 'AnalysisJetsAuxDyn.Width': 1.2143840000000097,\n", - " 'AnalysisJetsAuxDyn.DFCommonJets_fJvt': 0.37440099999999177,\n", - " 'AnalysisJetsAuxDyn.HadronConeExclTruthLabelID': 0.242163000000005,\n", - " 'AnalysisJetsAuxDyn.HadronConeExclExtendedTruthLabelID': 0.24375999999999465,\n", - " 'AnalysisJetsAuxDyn.isJvtHS': 0.19080800000000409,\n", - " 'AnalysisJetsAuxDyn.GhostTrack': 3.0190709999999967,\n", - " 'AnalysisJetsAuxDyn.PartonTruthLabelID': 0.31924000000000774,\n", - " 'AnalysisJetsAuxDyn.ConeTruthLabelID': 0.2426849999999945,\n", - " 'AnalysisJetsAuxDyn.GhostMuonSegmentCount': 0.21068400000000054,\n", - " 'AnalysisJetsAuxDyn.DFCommonJets_QGTagger_NTracks': 0.37504599999999755,\n", - " 'AnalysisJetsAuxDyn.DFCommonJets_QGTagger_TracksWidth': 1.0341590000000025,\n", - " 'AnalysisJetsAuxDyn.DFCommonJets_QGTagger_TracksC1': 0.96096,\n", - " 'AnalysisJetsAuxDyn.NNJvtPass': 0.1491670000000056,\n", - " 'AnalysisMuonsAuxDyn.pt': 0.20583999999999492,\n", - " 'AnalysisMuonsAuxDyn.eta': 0.2100070000000045,\n", - " 'AnalysisMuonsAuxDyn.phi': 0.2099629999999877,\n", - " 'AnalysisMuonsAuxDyn.muonSegmentLinks': 0.166404,\n", - " 'AnalysisMuonsAuxDyn.charge': 0.11609700000001055,\n", - " 'AnalysisMuonsAuxDyn.ptcone20': 0.16466400000000192,\n", - " 'AnalysisMuonsAuxDyn.ptvarcone20': 0.16414899999999477,\n", - " 'AnalysisMuonsAuxDyn.ptcone30': 0.17364999999999498,\n", - " 'AnalysisMuonsAuxDyn.ptvarcone30': 0.17087000000000785,\n", - " 'AnalysisMuonsAuxDyn.topoetcone20': 0.21233200000000352,\n", - " 'AnalysisMuonsAuxDyn.topoetcone40': 0.2121919999999875,\n", - " 'AnalysisMuonsAuxDyn.EnergyLoss': 0.19895600000000968,\n", - " 'AnalysisMuonsAuxDyn.MuonSpectrometerPt': 0.20696099999999262,\n", - " 'AnalysisMuonsAuxDyn.InnerDetectorPt': 0.20784199999999942,\n", - " 'AnalysisMuonsAuxDyn.etaLayer1STGCHits': 0.11702999999999975,\n", - " 'AnalysisMuonsAuxDyn.etaLayer2STGCHits': 0.11655400000000782,\n", - " 'AnalysisMuonsAuxDyn.MMHits': 0.11529799999999568,\n", - " 'AnalysisMuonsAuxDyn.truthType': 0.11593200000000081,\n", - " 'AnalysisMuonsAuxDyn.truthOrigin': 0.12097500000000139,\n", - " 'AnalysisMuonsAuxDyn.truthParticleLink': 0.20144799999999918,\n", - " 'AnalysisMuonsAuxDyn.truthParticleLink/AnalysisMuonsAuxDyn.truthParticleLink.m_persKey': 0.05707400000000007,\n", - " 'AnalysisMuonsAuxDyn.truthParticleLink/AnalysisMuonsAuxDyn.truthParticleLink.m_persIndex': 0.06299300000000585,\n", - " 'AnalysisMuonsAuxDyn.momentumBalanceSignificance': 0.21437199999999734,\n", - " 'AnalysisMuonsAuxDyn.scatteringNeighbourSignificance': 0.2125209999999953,\n", - " 'AnalysisMuonsAuxDyn.segmentDeltaEta': 0.11710499999999513,\n", - " 'AnalysisMuonsAuxDyn.CaloMuonScore': 0.14887699999999882,\n", - " 'AnalysisMuonsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVA_pt500': 0.18327900000001307,\n", - " 'AnalysisMuonsAuxDyn.neflowisol20': 0.21135499999999752,\n", - " 'AnalysisMuonsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVA_pt1000': 0.17516200000000026,\n", - " 'AnalysisMuonsAuxDyn.topoetcone20_CloseByCorr': 0.2138259999999974,\n", - " 'AnalysisMuonsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVA_pt500_CloseByCorr': 0.18432500000000118,\n", - " 'AnalysisMuonsAuxDyn.neflowisol20_CloseByCorr': 0.21253199999999595,\n", - " 'AnalysisMuonsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVA_pt1000_CloseByCorr': 0.1762899999999945,\n", - " 'AnalysisMuonsAuxDyn.TruthLink': 0.2009040000000084,\n", - " 'AnalysisMuonsAuxDyn.TruthLink/AnalysisMuonsAuxDyn.TruthLink.m_persKey': 0.0575019999999995,\n", - " 'AnalysisMuonsAuxDyn.TruthLink/AnalysisMuonsAuxDyn.TruthLink.m_persIndex': 0.06269299999999589,\n", - " 'AnalysisMuonsAuxDyn.author': 0.10706299999999658,\n", - " 'AnalysisMuonsAuxDyn.topoetcone30': 0.21227500000000532,\n", - " 'AnalysisMuonsAuxDyn.allAuthors': 0.1167209999999983,\n", - " 'AnalysisMuonsAuxDyn.muonType': 0.1048849999999959,\n", - " 'AnalysisMuonsAuxDyn.quality': 0.1100630000000109,\n", - " 'AnalysisMuonsAuxDyn.energyLossType': 0.11367599999999811,\n", - " 'AnalysisMuonsAuxDyn.numberOfPrecisionLayers': 0.11660600000000443,\n", - " 'AnalysisMuonsAuxDyn.numberOfPrecisionHoleLayers': 0.11066099999999324,\n", - " 'AnalysisMuonsAuxDyn.innerSmallHits': 0.12246199999999874,\n", - " 'AnalysisMuonsAuxDyn.innerLargeHits': 0.12680400000000702,\n", - " 'AnalysisMuonsAuxDyn.middleSmallHits': 0.11865999999999133,\n", - " 'AnalysisMuonsAuxDyn.middleLargeHits': 0.12227500000000191,\n", - " 'AnalysisMuonsAuxDyn.outerSmallHits': 0.11786499999999478,\n", - " 'AnalysisMuonsAuxDyn.outerLargeHits': 0.12126100000000406,\n", - " 'AnalysisMuonsAuxDyn.extendedSmallHits': 0.11099800000000926,\n", - " 'AnalysisMuonsAuxDyn.extendedLargeHits': 0.11077299999999468,\n", - " 'AnalysisMuonsAuxDyn.innerSmallHoles': 0.11059299999999439,\n", - " 'AnalysisMuonsAuxDyn.innerLargeHoles': 0.11237400000000264,\n", - " 'AnalysisMuonsAuxDyn.middleSmallHoles': 0.10857300000000691,\n", - " 'AnalysisMuonsAuxDyn.middleLargeHoles': 0.10865899999998874,\n", - " 'AnalysisMuonsAuxDyn.outerSmallHoles': 0.10809800000001246,\n", - " 'AnalysisMuonsAuxDyn.outerLargeHoles': 0.10819899999999905,\n", - " 'AnalysisMuonsAuxDyn.extendedSmallHoles': 0.10792399999999702,\n", - " 'AnalysisMuonsAuxDyn.extendedLargeHoles': 0.10792700000000366,\n", - " 'AnalysisMuonsAuxDyn.phiLayer1STGCHits': 0.11710300000000018,\n", - " 'AnalysisMuonsAuxDyn.phiLayer2STGCHits': 0.11676299999999173,\n", - " 'AnalysisMuonsAuxDyn.inDetTrackParticleLink': 0.2116840000000053,\n", - " 'AnalysisMuonsAuxDyn.inDetTrackParticleLink/AnalysisMuonsAuxDyn.inDetTrackParticleLink.m_persKey': 0.05205999999999733,\n", - " 'AnalysisMuonsAuxDyn.inDetTrackParticleLink/AnalysisMuonsAuxDyn.inDetTrackParticleLink.m_persIndex': 0.07783700000000238,\n", - " 'AnalysisMuonsAuxDyn.muonSpectrometerTrackParticleLink': 0.2067389999999989,\n", - " 'AnalysisMuonsAuxDyn.muonSpectrometerTrackParticleLink/AnalysisMuonsAuxDyn.muonSpectrometerTrackParticleLink.m_persKey': 0.05855900000000247,\n", - " 'AnalysisMuonsAuxDyn.muonSpectrometerTrackParticleLink/AnalysisMuonsAuxDyn.muonSpectrometerTrackParticleLink.m_persIndex': 0.06550799999999413,\n", - " 'AnalysisMuonsAuxDyn.extrapolatedMuonSpectrometerTrackParticleLink': 0.20556999999999448,\n", - " 'AnalysisMuonsAuxDyn.extrapolatedMuonSpectrometerTrackParticleLink/AnalysisMuonsAuxDyn.extrapolatedMuonSpectrometerTrackParticleLink.m_persKey': 0.05739600000001133,\n", - " 'AnalysisMuonsAuxDyn.extrapolatedMuonSpectrometerTrackParticleLink/AnalysisMuonsAuxDyn.extrapolatedMuonSpectrometerTrackParticleLink.m_persIndex': 0.06455499999999859,\n", - " 'AnalysisMuonsAuxDyn.msOnlyExtrapolatedMuonSpectrometerTrackParticleLink': 0.21185299999999074,\n", - " 'AnalysisMuonsAuxDyn.msOnlyExtrapolatedMuonSpectrometerTrackParticleLink/AnalysisMuonsAuxDyn.msOnlyExtrapolatedMuonSpectrometerTrackParticleLink.m_persKey': 0.061370000000010805,\n", - " 'AnalysisMuonsAuxDyn.msOnlyExtrapolatedMuonSpectrometerTrackParticleLink/AnalysisMuonsAuxDyn.msOnlyExtrapolatedMuonSpectrometerTrackParticleLink.m_persIndex': 0.06593300000000113,\n", - " 'AnalysisMuonsAuxDyn.combinedTrackParticleLink': 0.19892299999999352,\n", - " 'AnalysisMuonsAuxDyn.combinedTrackParticleLink/AnalysisMuonsAuxDyn.combinedTrackParticleLink.m_persKey': 0.05396600000000262,\n", - " 'AnalysisMuonsAuxDyn.combinedTrackParticleLink/AnalysisMuonsAuxDyn.combinedTrackParticleLink.m_persIndex': 0.06294699999999409,\n", - " 'AnalysisMuonsAuxDyn.clusterLink': 0.19392299999999807,\n", - " 'AnalysisMuonsAuxDyn.clusterLink/AnalysisMuonsAuxDyn.clusterLink.m_persKey': 0.05102500000000987,\n", - " 'AnalysisMuonsAuxDyn.clusterLink/AnalysisMuonsAuxDyn.clusterLink.m_persIndex': 0.06152699999999811,\n", - " 'AnalysisMuonsAuxDyn.spectrometerFieldIntegral': 0.20043900000000292,\n", - " 'AnalysisMuonsAuxDyn.scatteringCurvatureSignificance': 0.21277299999999855,\n", - " 'AnalysisMuonsAuxDyn.CaloLRLikelihood': 0.10719000000000278,\n", - " 'AnalysisMuonsAuxDyn.CaloMuonIDTag': 0.12076299999999662,\n", - " 'AnalysisMuonsAuxDyn.combinedTrackOutBoundsPrecisionHits': 0.11005500000000268,\n", - " 'AnalysisMuonsAuxDyn.extendedClosePrecisionHits': 0.11136299999999721,\n", - " 'AnalysisMuonsAuxDyn.extendedOutBoundsPrecisionHits': 0.10935800000000029,\n", - " 'AnalysisMuonsAuxDyn.innerClosePrecisionHits': 0.1196599999999961,\n", - " 'AnalysisMuonsAuxDyn.innerOutBoundsPrecisionHits': 0.10897500000000093,\n", - " 'AnalysisMuonsAuxDyn.isEndcapGoodLayers': 0.11444400000000599,\n", - " 'AnalysisMuonsAuxDyn.isSmallGoodSectors': 0.11417699999999797,\n", - " 'AnalysisMuonsAuxDyn.middleClosePrecisionHits': 0.1201640000000026,\n", - " 'AnalysisMuonsAuxDyn.middleOutBoundsPrecisionHits': 0.10913199999998824,\n", - " 'AnalysisMuonsAuxDyn.numberOfGoodPrecisionLayers': 0.11729800000000523,\n", - " 'AnalysisMuonsAuxDyn.outerClosePrecisionHits': 0.11851299999999299,\n", - " 'AnalysisMuonsAuxDyn.outerOutBoundsPrecisionHits': 0.10897000000001356,\n", - " 'AnalysisMuonsAuxDyn.ptcone40': 0.18111499999999126,\n", - " 'AnalysisMuonsAuxDyn.ptvarcone40': 0.17461799999999528,\n", - " 'AnalysisMuonsAuxDyn.DFCommonMuonPassIDCuts': 0.10884000000000071,\n", - " 'AnalysisMuonsAuxDyn.DFCommonMuonPassPreselection': 0.10970000000000368,\n", - " 'AnalysisMuonsAuxDyn.ptcone20_Nonprompt_All_MaxWeightTTVA_pt500': 0.1761979999999994,\n", - " 'AnalysisMuonsAuxDyn.ptcone20_Nonprompt_All_MaxWeightTTVA_pt1000': 0.16937300000000732,\n", - " 'AnalysisMuonsAuxDyn.DFCommonJetDr': 0.2086180000000013,\n", - " 'AnalysisPhotonsAuxDyn.ambiguityLink': 0.29740199999999106,\n", - " 'AnalysisPhotonsAuxDyn.ambiguityLink/AnalysisPhotonsAuxDyn.ambiguityLink.m_persKey': 0.0968950000000035,\n", - " 'AnalysisPhotonsAuxDyn.ambiguityLink/AnalysisPhotonsAuxDyn.ambiguityLink.m_persIndex': 0.1127999999999929,\n", - " 'AnalysisPhotonsAuxDyn.pt': 0.42439600000000155,\n", - " 'AnalysisPhotonsAuxDyn.eta': 0.44175200000000814,\n", - " 'AnalysisPhotonsAuxDyn.phi': 0.44067900000000293,\n", - " 'AnalysisPhotonsAuxDyn.m': 0.12446899999999061,\n", - " 'AnalysisPhotonsAuxDyn.ptcone20': 0.2524530000000027,\n", - " 'AnalysisPhotonsAuxDyn.topoetcone20': 0.44358699999999374,\n", - " 'AnalysisPhotonsAuxDyn.topoetcone40': 0.44452900000000284,\n", - " 'AnalysisPhotonsAuxDyn.f1': 0.42808500000001004,\n", - " 'AnalysisPhotonsAuxDyn.truthType': 0.15939599999998677,\n", - " 'AnalysisPhotonsAuxDyn.truthOrigin': 0.1569510000000207,\n", - " 'AnalysisPhotonsAuxDyn.truthParticleLink': 0.36993400000000065,\n", - " 'AnalysisPhotonsAuxDyn.truthParticleLink/AnalysisPhotonsAuxDyn.truthParticleLink.m_persKey': 0.10212599999999838,\n", - " 'AnalysisPhotonsAuxDyn.truthParticleLink/AnalysisPhotonsAuxDyn.truthParticleLink.m_persIndex': 0.17980999999997493,\n", - " 'AnalysisPhotonsAuxDyn.topoetcone20_CloseByCorr': 0.4467470000000162,\n", - " 'AnalysisPhotonsAuxDyn.ptcone20_CloseByCorr': 0.2523180000000025,\n", - " 'AnalysisPhotonsAuxDyn.topoetcone40_CloseByCorr': 0.4455910000000074,\n", - " 'AnalysisPhotonsAuxDyn.DFCommonPhotonsCleaning': 0.12365199999999277,\n", - " 'AnalysisPhotonsAuxDyn.DFCommonPhotonsIsEMLoose': 0.13255499999999643,\n", - " 'AnalysisPhotonsAuxDyn.TruthLink': 0.26956999999998743,\n", - " 'AnalysisPhotonsAuxDyn.TruthLink/AnalysisPhotonsAuxDyn.TruthLink.m_persKey': 0.09089900000000739,\n", - " 'AnalysisPhotonsAuxDyn.TruthLink/AnalysisPhotonsAuxDyn.TruthLink.m_persIndex': 0.09129500000000235,\n", - " 'AnalysisPhotonsAuxDyn.caloClusterLinks': 0.16697500000000787,\n", - " 'AnalysisPhotonsAuxDyn.author': 0.13669699999999807,\n", - " 'AnalysisPhotonsAuxDyn.OQ': 0.16795199999998545,\n", - " 'AnalysisPhotonsAuxDyn.topoetcone20ptCorrection': 0.4187610000000177,\n", - " 'AnalysisPhotonsAuxDyn.topoetcone40ptCorrection': 0.41890200000000277,\n", - " 'AnalysisPhotonsAuxDyn.vertexLinks': 0.14559499999998593,\n", - " 'AnalysisPhotonsAuxDyn.DFCommonPhotonsIsEMTight': 0.1374840000000006,\n", - " 'AnalysisPhotonsAuxDyn.DFCommonPhotonsIsEMTightIsEMValue': 0.22999699999999734,\n", - " 'AnalysisPhotonsAuxDyn.DFCommonPhotonsCleaningNoTime': 0.12444500000000858,\n", - " 'AnalysisSiHitElectronsAuxDyn.pt': 0.4621919999999875,\n", - " 'AnalysisSiHitElectronsAuxDyn.eta': 0.47107900000000313,\n", - " 'AnalysisSiHitElectronsAuxDyn.phi': 0.4707520000000045,\n", - " 'AnalysisSiHitElectronsAuxDyn.m': 0.12213399999998842,\n", - " 'AnalysisSiHitElectronsAuxDyn.charge': 0.15287600000002044,\n", - " 'AnalysisSiHitElectronsAuxDyn.truthType': 0.15833799999998632,\n", - " 'AnalysisSiHitElectronsAuxDyn.truthOrigin': 0.14828099999999722,\n", - " 'AnalysisSiHitElectronsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVALooseCone_pt1000_CloseByCorr': 0.412540000000007,\n", - " 'AnalysisSiHitElectronsAuxDyn.topoetcone20_CloseByCorr': 0.47764399999999796,\n", - " 'AnalysisSiHitElectronsAuxDyn.z0stheta': 0.4828290000000095,\n", - " 'AnalysisSiHitElectronsAuxDyn.d0Normalized': 0.46929499999998825,\n", - " 'AnalysisSiHitElectronsAuxDyn.nInnerExpPix': 0.1415839999999946,\n", - " 'AnalysisSiHitElectronsAuxDyn.clEta': 0.47541900000001647,\n", - " 'AnalysisSiHitElectronsAuxDyn.clPhi': 0.47504599999999186,\n", - " 'AnalysisSiHitElectronsAuxDyn.author': 0.14297099999998863,\n", - " 'AnalysisSiHitElectronsAuxDyn.OQ': 0.1720250000000192,\n", - " 'AnalysisSiHitElectronsAuxDyn.DFCommonElectronsLHVeryLoose': 0.12251699999998777,\n", - " 'AnalysisSiHitElectronsAuxDyn.firstEgMotherTruthType': 0.13586000000000809,\n", - " 'AnalysisSiHitElectronsAuxDyn.firstEgMotherTruthOrigin': 0.13679999999999382,\n", - " 'AntiKt10TruthSoftDropBeta100Zcut10JetsAuxDyn.D2': 0.47567000000000803,\n", - " 'AntiKt10TruthSoftDropBeta100Zcut10JetsAuxDyn.Tau1_wta': 0.48360199999999054,\n", - " 'AntiKt10TruthSoftDropBeta100Zcut10JetsAuxDyn.Tau2_wta': 0.4832770000000153,\n", - " 'AntiKt10TruthSoftDropBeta100Zcut10JetsAuxDyn.Tau3_wta': 0.48334299999999075,\n", - " 'AntiKt10UFOCSSKJetsAuxDyn.GhostAntiKtVR30Rmax4Rmin02PV0TrackJets': 0.3443719999999928,\n", - " 'AntiKt4TruthDressedWZJetsAuxDyn.HadronConeExclTruthLabelID': 0.26351099999999406,\n", - " 'AntiKt4TruthDressedWZJetsAuxDyn.GhostBHadronsFinalCount': 0.2254310000000146,\n", - " 'AntiKt4TruthDressedWZJetsAuxDyn.GhostCHadronsFinalCount': 0.2519880000000114,\n", - " 'AntiKt4TruthDressedWZJetsAuxDyn.PartonTruthLabelID': 0.35763299999999276,\n", - " 'AntiKt4TruthDressedWZJetsAuxDyn.ConeTruthLabelID': 0.2657920000000047,\n", - " 'AntiKt4TruthDressedWZJetsAuxDyn.TrueFlavor': 0.37139700000000175,\n", - " 'BTagging_AntiKt4EMPFlowAuxDyn.DL1dv01_pu': 1.2284919999999886,\n", - " 'BTagging_AntiKt4EMPFlowAuxDyn.DL1dv01_pc': 1.2300710000000095,\n", - " 'BTagging_AntiKt4EMPFlowAuxDyn.DL1dv01_pb': 1.2389499999999884,\n", - " 'BTagging_AntiKt4EMPFlowAuxDyn.GN2v00_pc': 1.0674750000000017,\n", - " 'BTagging_AntiKt4EMPFlowAuxDyn.GN2v00_pb': 1.0560110000000122,\n", - " 'BTagging_AntiKt4EMPFlowAuxDyn.GN2v00_pu': 1.0587569999999857,\n", - " 'BTagging_AntiKtVR30Rmax4Rmin02TrackAuxDyn.DL1dv01_pu': 1.057738999999998,\n", - " 'BTagging_AntiKtVR30Rmax4Rmin02TrackAuxDyn.DL1dv01_pc': 1.0428940000000182,\n", - " 'BTagging_AntiKtVR30Rmax4Rmin02TrackAuxDyn.DL1dv01_pb': 1.0610109999999793,\n", - " 'BTagging_AntiKtVR30Rmax4Rmin02TrackAuxDyn.GN2v00_pc': 1.058365000000009,\n", - " 'BTagging_AntiKtVR30Rmax4Rmin02TrackAuxDyn.GN2v00_pb': 1.0644729999999925,\n", - " 'BTagging_AntiKtVR30Rmax4Rmin02TrackAuxDyn.GN2v00_pu': 1.0623779999999954,\n", - " 'BornLeptonsAuxDyn.prodVtxLink': 0.3035020000000088,\n", - " 'BornLeptonsAuxDyn.prodVtxLink/BornLeptonsAuxDyn.prodVtxLink.m_persKey': 0.07683299999999349,\n", - " 'BornLeptonsAuxDyn.prodVtxLink/BornLeptonsAuxDyn.prodVtxLink.m_persIndex': 0.15197200000000066,\n", - " 'BornLeptonsAuxDyn.decayVtxLink': 0.3331990000000076,\n", - " 'BornLeptonsAuxDyn.decayVtxLink/BornLeptonsAuxDyn.decayVtxLink.m_persKey': 0.09322299999999473,\n", - " 'BornLeptonsAuxDyn.decayVtxLink/BornLeptonsAuxDyn.decayVtxLink.m_persIndex': 0.1654139999999984,\n", - " 'BornLeptonsAuxDyn.m': 0.1112760000000037,\n", - " 'BornLeptonsAuxDyn.px': 0.32730399999999804,\n", - " 'BornLeptonsAuxDyn.py': 0.3275000000000148,\n", - " 'BornLeptonsAuxDyn.pz': 0.32957700000000045,\n", - " 'BornLeptonsAuxDyn.e': 0.31918600000000197,\n", - " 'BornLeptonsAuxDyn.pdgId': 0.12546999999997865,\n", - " 'BornLeptonsAuxDyn.classifierParticleOrigin': 0.11322499999999991,\n", - " 'BornLeptonsAuxDyn.Classification': 0.10862099999999941,\n", - " 'BornLeptonsAuxDyn.barcode': 0.2224390000000085,\n", - " 'BornLeptonsAuxDyn.status': 0.10663999999999874,\n", - " 'BornLeptonsAuxDyn.classifierParticleType': 0.11347399999999652,\n", - " 'BornLeptonsAuxDyn.classifierParticleOutCome': 0.11279400000000805,\n", - " 'BornLeptonsAuxDyn.polarizationPhi': 0.09877699999998413,\n", - " 'BornLeptonsAuxDyn.polarizationTheta': 0.09907400000000166,\n", - " 'BornLeptonsAuxDyn.dressedPhoton': 0.09790200000000482,\n", - " 'BornLeptonsAuxDyn.unusedPhotonDecoration': 0.09909500000000548,\n", - " 'CombinedMuonTrackParticlesAuxDyn.definingParametersCovMatrixDiag': 1.335296999999997,\n", - " 'CombinedMuonTrackParticlesAuxDyn.definingParametersCovMatrixOffDiag': 2.5225980000000163,\n", - " 'CombinedMuonTrackParticlesAuxDyn.phi': 0.3805109999999843,\n", - " 'CombinedMuonTrackParticlesAuxDyn.truthType': 0.146679000000006,\n", - " 'CombinedMuonTrackParticlesAuxDyn.truthOrigin': 0.1524949999999876,\n", - " 'CombinedMuonTrackParticlesAuxDyn.numberOfPixelHits': 0.15620000000001255,\n", - " 'CombinedMuonTrackParticlesAuxDyn.numberOfPixelHoles': 0.12327700000000164,\n", - " 'CombinedMuonTrackParticlesAuxDyn.numberOfPixelDeadSensors': 0.13150999999999158,\n", - " 'CombinedMuonTrackParticlesAuxDyn.numberOfSCTHits': 0.16228499999999713,\n", - " 'CombinedMuonTrackParticlesAuxDyn.numberOfSCTHoles': 0.1338360000000023,\n", - " 'CombinedMuonTrackParticlesAuxDyn.numberOfSCTDeadSensors': 0.12843100000000618,\n", - " 'CombinedMuonTrackParticlesAuxDyn.qOverP': 0.38125199999998927,\n", - " 'CombinedMuonTrackParticlesAuxDyn.chiSquared': 0.3762839999999983,\n", - " 'CombinedMuonTrackParticlesAuxDyn.numberDoF': 0.23340100000001485,\n", - " 'CombinedMuonTrackParticlesAuxDyn.d0': 0.38762599999998315,\n", - " 'CombinedMuonTrackParticlesAuxDyn.z0': 0.382093000000026,\n", - " 'CombinedMuonTrackParticlesAuxDyn.theta': 0.37037099999997736,\n", - " 'CombinedMuonTrackParticlesAuxDyn.vz': 0.12130700000000161,\n", - " 'CombinedMuonTrackParticlesAuxDyn.numberOfTRTHits': 0.173860000000019,\n", - " 'CombinedMuonTrackParticlesAuxDyn.numberOfTRTOutliers': 0.1521669999999915,\n", - " 'EventInfoAuxDyn.eventNumber': 0.07279199999999264,\n", - " 'EventInfoAuxDyn.mcEventNumber': 0.07039700000001403,\n", - " 'EventInfoAuxDyn.pileUpMixtureIDLowBits': 0.26518500000000245,\n", - " 'EventInfoAuxDyn.pileUpMixtureIDHighBits': 0.2647079999999846,\n", - " 'EventInfoAuxDyn.actualInteractionsPerCrossing': 0.025113000000004604,\n", - " 'EventInfoAuxDyn.averageInteractionsPerCrossing': 0.025253999999989674,\n", - " 'EventInfoAuxDyn.RandomRunNumber': 0.0741299999999967,\n", - " 'EventInfoAuxDyn.GenFiltHT': 0.13035800000000108,\n", - " 'EventInfoAuxDyn.GenFiltHTinclNu': 0.1307960000000037,\n", - " 'EventInfoAuxDyn.GenFiltMET': 0.13164399999999432,\n", - " 'EventInfoAuxDyn.GenFiltPTZ': 0.03817300000000046,\n", - " 'EventInfoAuxDyn.GenFiltFatJ': 0.13101200000002677,\n", - " 'EventInfoAuxDyn.mcChannelNumber': 0.020936999999975114,\n", - " 'EventInfoAuxDyn.PileupWeight_NOSYS': 0.02709000000001538,\n", - " 'EventInfoAuxDyn.runNumber': 0.02044100000000526,\n", - " 'EventInfoAuxDyn.lumiBlock': 0.025193000000001575,\n", - " 'EventInfoAuxDyn.timeStamp': 0.025652999999977055,\n", - " 'EventInfoAuxDyn.timeStampNSOffset': 0.020671000000021422,\n", - " 'EventInfoAuxDyn.bcid': 0.09082699999999022,\n", - " 'EventInfoAuxDyn.detDescrTags': 0.22479999999998768,\n", - " 'EventInfoAuxDyn.detDescrTags/EventInfoAuxDyn.detDescrTags.first': 0.07922800000000052,\n", - " 'EventInfoAuxDyn.detDescrTags/EventInfoAuxDyn.detDescrTags.second': 0.07926400000002332,\n", - " 'EventInfoAuxDyn.eventTypeBitmask': 0.02081899999998882,\n", - " 'EventInfoAuxDyn.pixelFlags': 0.020025000000003956,\n", - " 'EventInfoAuxDyn.sctFlags': 0.020102000000008502,\n", - " 'EventInfoAuxDyn.trtFlags': 0.02010199999998008,\n", - " 'EventInfoAuxDyn.larFlags': 0.021205000000009022,\n", - " 'EventInfoAuxDyn.tileFlags': 0.021614999999997053,\n", - " 'EventInfoAuxDyn.muonFlags': 0.020129999999994652,\n", - " 'EventInfoAuxDyn.forwardDetFlags': 0.020634999999998627,\n", - " 'EventInfoAuxDyn.coreFlags': 0.020129999999994652,\n", - " 'EventInfoAuxDyn.lumiFlags': 0.020130000000023074,\n", - " 'EventInfoAuxDyn.beamPosSigmaX': 0.020904000000001588,\n", - " 'EventInfoAuxDyn.beamPosSigmaXY': 0.020752999999984922,\n", - " 'EventInfoAuxDyn.beamPosSigmaY': 0.020904000000001588,\n", - " 'EventInfoAuxDyn.beamPosSigmaZ': 0.021298000000001593,\n", - " 'EventInfoAuxDyn.beamPosX': 0.020416000000011536,\n", - " 'EventInfoAuxDyn.beamPosY': 0.020415999999983114,\n", - " 'EventInfoAuxDyn.beamPosZ': 0.020102000000008502,\n", - " 'EventInfoAuxDyn.beamStatus': 0.020025000000003956,\n", - " 'EventInfoAuxDyn.beamTiltXZ': 0.020025000000003956,\n", - " 'EventInfoAuxDyn.beamTiltYZ': 0.020025000000003956,\n", - " 'EventInfoAuxDyn.mcEventWeights': 16.233499999999992,\n", - " 'EventInfoAuxDyn.DFCommonJets_isBadBatman': 0.00927599999999984,\n", - " 'EventInfoAuxDyn.DFCommonJets_BCIDDistanceFromFront': 0.05510200000000509,\n", - " 'EventInfoAuxDyn.DFCommonJets_BCIDDistanceTail': 0.05558800000000019,\n", - " 'EventInfoAuxDyn.DFCommonJets_BCIDGapBeforeTrain': 0.03383199999998965,\n", - " 'EventInfoAuxDyn.DFCommonJets_BCIDGapAfterTrain': 0.03394700000001194,\n", - " 'EventInfoAuxDyn.DFCommonJets_BCIDType': 0.03669099999999048,\n", - " 'EventInfoAuxDyn.DFCommonJets_BCIDGapBeforeTrainMinus12': 0.037550000000010186,\n", - " 'EventInfoAuxDyn.DFCommonJets_BCIDGapAfterTrainMinus12': 0.03706099999999424,\n", - " 'EventInfoAuxDyn.DFCommonJets_BCIDTypeMinus12': 0.038250000000005,\n", - " 'EventInfoAuxDyn.DFCommonJets_eventClean_LooseBad': 0.010335999999995238,\n", - " 'EventInfoAuxDyn.DFCommonJets_eventClean_LooseBadLLP': 0.017582000000004427,\n", - " 'EventInfoAuxDyn.HTXS_prodMode': 0.020597999999978356,\n", - " 'ExtrapolatedMuonTrackParticlesAuxDyn.definingParametersCovMatrixDiag': 0.9697380000000067,\n", - " 'ExtrapolatedMuonTrackParticlesAuxDyn.definingParametersCovMatrixOffDiag': 1.7808650000000057,\n", - " 'ExtrapolatedMuonTrackParticlesAuxDyn.phi': 0.30000799999999117,\n", - " 'ExtrapolatedMuonTrackParticlesAuxDyn.truthType': 0.13631200000000376,\n", - " 'ExtrapolatedMuonTrackParticlesAuxDyn.truthOrigin': 0.14208500000000868,\n", - " 'ExtrapolatedMuonTrackParticlesAuxDyn.qOverP': 0.30228599999998096,\n", - " 'ExtrapolatedMuonTrackParticlesAuxDyn.d0': 0.30729900000000043,\n", - " 'ExtrapolatedMuonTrackParticlesAuxDyn.z0': 0.30270900000002143,\n", - " 'ExtrapolatedMuonTrackParticlesAuxDyn.theta': 0.2926949999999806,\n", - " 'ExtrapolatedMuonTrackParticlesAuxDyn.vz': 0.11572400000000016,\n", - " 'HLTNav_RepackedFeatures_ParticleAuxDyn.px': 4.186745000000002,\n", - " 'HLTNav_RepackedFeatures_ParticleAuxDyn.py': 4.187568999999996,\n", - " 'HLTNav_RepackedFeatures_ParticleAuxDyn.pz': 4.21726000000001,\n", - " 'HLTNav_RepackedFeatures_ParticleAuxDyn.e': 4.099534000000006,\n", - " 'HLTNav_RepackedFeatures_ParticleAuxDyn.charge': 0.24316899999999464,\n", - " 'HLTNav_RepackedFeatures_ParticleAuxDyn.pdgId': 0.24296799999999052,\n", - " 'HLTNav_Summary_DAODSlimmedAuxDyn.name': 1.035537000000005,\n", - " 'HLTNav_Summary_DAODSlimmedAuxDyn.decisions': 93.01339900000002,\n", - " 'HLTNav_Summary_DAODSlimmedAuxDyn.linkColNames': 2.750864999999976,\n", - " 'HLTNav_Summary_DAODSlimmedAuxDyn.linkColKeys': 2.775263999999993,\n", - " 'HLTNav_Summary_DAODSlimmedAuxDyn.linkColIndices': 11.422145,\n", - " 'HLTNav_Summary_DAODSlimmedAuxDyn.linkColClids': 2.492947000000015,\n", - " 'HardScatterParticlesAuxDyn.prodVtxLink': 0.45639899999997624,\n", - " 'HardScatterParticlesAuxDyn.prodVtxLink/HardScatterParticlesAuxDyn.prodVtxLink.m_persKey': 0.16227600000001985,\n", - " 'HardScatterParticlesAuxDyn.prodVtxLink/HardScatterParticlesAuxDyn.prodVtxLink.m_persIndex': 0.1920329999999808,\n", - " 'HardScatterParticlesAuxDyn.decayVtxLink': 0.40388300000000754,\n", - " 'HardScatterParticlesAuxDyn.decayVtxLink/HardScatterParticlesAuxDyn.decayVtxLink.m_persKey': 0.10894899999999552,\n", - " 'HardScatterParticlesAuxDyn.decayVtxLink/HardScatterParticlesAuxDyn.decayVtxLink.m_persIndex': 0.19199700000001485,\n", - " 'HardScatterParticlesAuxDyn.m': 0.3197129999999788,\n", - " 'HardScatterParticlesAuxDyn.px': 2.4426840000000425,\n", - " 'HardScatterParticlesAuxDyn.py': 2.4498859999999922,\n", - " 'HardScatterParticlesAuxDyn.pz': 3.017400000000009,\n", - " 'HardScatterParticlesAuxDyn.e': 2.995381000000009,\n", - " 'HardScatterParticlesAuxDyn.pdgId': 0.48762699999997494,\n", - " 'HardScatterParticlesAuxDyn.classifierParticleOrigin': 0.18860599999999295,\n", - " 'HardScatterParticlesAuxDyn.barcode': 0.502523999999994,\n", - " 'HardScatterParticlesAuxDyn.status': 0.3979439999999954,\n", - " 'HardScatterParticlesAuxDyn.classifierParticleType': 0.19969800000001214,\n", - " 'HardScatterParticlesAuxDyn.classifierParticleOutCome': 0.18992800000000898,\n", - " 'HardScatterVerticesAuxDyn.incomingParticleLinks': 0.43479500000000826,\n", - " 'HardScatterVerticesAuxDyn.outgoingParticleLinks': 0.48301399999996875,\n", - " 'HardScatterVerticesAuxDyn.barcode': 0.4771250000000009,\n", - " 'HardScatterVerticesAuxDyn.id': 0.19087400000000798,\n", - " 'HardScatterVerticesAuxDyn.x': 0.35143099999999095,\n", - " 'HardScatterVerticesAuxDyn.y': 0.35137800000001107,\n", - " 'HardScatterVerticesAuxDyn.z': 0.37147700000002715,\n", - " 'HardScatterVerticesAuxDyn.t': 0.21683899999999312,\n", - " 'InDetTrackParticlesAuxDyn.definingParametersCovMatrixDiag': 15.171210999999971,\n", - " 'InDetTrackParticlesAuxDyn.definingParametersCovMatrixOffDiag': 29.98000300000001,\n", - " 'InDetTrackParticlesAuxDyn.phi': 3.071655000000021,\n", - " 'InDetTrackParticlesAuxDyn.truthParticleLink': 1.8620960000000082,\n", - " 'InDetTrackParticlesAuxDyn.truthParticleLink/InDetTrackParticlesAuxDyn.truthParticleLink.m_persKey': 0.2072409999999536,\n", - " 'InDetTrackParticlesAuxDyn.truthParticleLink/InDetTrackParticlesAuxDyn.truthParticleLink.m_persIndex': 1.5474320000000148,\n", - " 'InDetTrackParticlesAuxDyn.numberOfPixelHits': 0.4034730000000195,\n", - " 'InDetTrackParticlesAuxDyn.numberOfPixelHoles': 0.20330200000000787,\n", - " 'InDetTrackParticlesAuxDyn.numberOfPixelSharedHits': 0.21761299999997163,\n", - " 'InDetTrackParticlesAuxDyn.numberOfPixelDeadSensors': 0.29522700000001123,\n", - " 'InDetTrackParticlesAuxDyn.numberOfSCTHits': 0.47911899999996876,\n", - " 'InDetTrackParticlesAuxDyn.numberOfSCTHoles': 0.2680480000000216,\n", - " 'InDetTrackParticlesAuxDyn.numberOfSCTSharedHits': 0.29311799999999266,\n", - " 'InDetTrackParticlesAuxDyn.numberOfSCTDeadSensors': 0.2585740000000101,\n", - " 'InDetTrackParticlesAuxDyn.qOverP': 3.0977589999999964,\n", - " 'InDetTrackParticlesAuxDyn.numberOfInnermostPixelLayerHits': 0.2748589999999922,\n", - " 'InDetTrackParticlesAuxDyn.TTVA_AMVFVertices': 0.7738590000000158,\n", - " 'InDetTrackParticlesAuxDyn.TTVA_AMVFWeights': 2.6268249999999966,\n", - " 'InDetTrackParticlesAuxDyn.chiSquared': 2.965535999999986,\n", - " 'InDetTrackParticlesAuxDyn.numberDoF': 1.0341880000000288,\n", - " 'InDetTrackParticlesAuxDyn.d0': 3.137381000000005,\n", - " 'InDetTrackParticlesAuxDyn.z0': 3.08280400000001,\n", - " 'InDetTrackParticlesAuxDyn.theta': 2.9809629999999743,\n", - " 'InDetTrackParticlesAuxDyn.vz': 0.19973800000002484,\n", - " 'InDetTrackParticlesAuxDyn.numberOfTRTHits': 0.6653169999999591,\n", - " 'InDetTrackParticlesAuxDyn.numberOfTRTOutliers': 0.5277619999999956,\n", - " 'Kt4EMPFlowEventShapeAuxDyn.Density': 0.13189299999999093,\n", - " 'MET_Core_AnalysisMETAuxDyn.mpx': 0.3376180000000204,\n", - " 'MET_Core_AnalysisMETAuxDyn.mpy': 0.33756299999998873,\n", - " 'MET_Core_AnalysisMETAuxDyn.sumet': 0.32208700000001045,\n", - " 'MET_Core_AnalysisMETAuxDyn.source': 0.09221400000001267,\n", - " 'MET_Core_AnalysisMETAuxDyn.name': 0.09708200000000033,\n", - " 'MET_TruthAuxDyn.mpx': 0.5346190000000206,\n", - " 'MET_TruthAuxDyn.mpy': 0.5346720000000005,\n", - " 'MET_TruthAuxDyn.sumet': 0.5176349999999843,\n", - " 'MET_TruthAuxDyn.source': 0.09286700000001247,\n", - " 'MET_TruthAuxDyn.name': 0.09606099999996331,\n", - " 'MuonSpectrometerTrackParticlesAuxDyn.definingParametersCovMatrixDiag': 1.0018610000000194,\n", - " 'MuonSpectrometerTrackParticlesAuxDyn.definingParametersCovMatrixOffDiag': 1.728461999999979,\n", - " 'MuonSpectrometerTrackParticlesAuxDyn.phi': 0.30941500000000133,\n", - " 'MuonSpectrometerTrackParticlesAuxDyn.truthParticleLink': 0.30760100000003376,\n", - " 'MuonSpectrometerTrackParticlesAuxDyn.truthParticleLink/MuonSpectrometerTrackParticlesAuxDyn.truthParticleLink.m_persKey': 0.08488499999998567,\n", - " 'MuonSpectrometerTrackParticlesAuxDyn.truthParticleLink/MuonSpectrometerTrackParticlesAuxDyn.truthParticleLink.m_persIndex': 0.13732099999998582,\n", - " 'MuonSpectrometerTrackParticlesAuxDyn.qOverP': 0.2862480000000005,\n", - " 'MuonSpectrometerTrackParticlesAuxDyn.d0': 0.1760510000000295,\n", - " 'MuonSpectrometerTrackParticlesAuxDyn.z0': 0.17540099999996528,\n", - " 'MuonSpectrometerTrackParticlesAuxDyn.theta': 0.30235400000003665,\n", - " 'MuonSpectrometerTrackParticlesAuxDyn.vz': 0.2549439999999663,\n", - " 'PrimaryVerticesAuxDyn.trackParticleLinks': 5.478756000000033,\n", - " 'PrimaryVerticesAuxDyn.neutralParticleLinks': 0.17390999999997803,\n", - " 'PrimaryVerticesAuxDyn.x': 2.562172999999973,\n", - " 'PrimaryVerticesAuxDyn.y': 2.562047000000007,\n", - " 'PrimaryVerticesAuxDyn.z': 3.072586000000001,\n", - " 'PrimaryVerticesAuxDyn.vertexType': 0.15940200000000004,\n", - " 'TauTracksAuxDyn.pt': 2.151217000000031,\n", - " 'TauTracksAuxDyn.eta': 2.210478999999964,\n", - " 'TauTracksAuxDyn.phi': 2.20915100000002,\n", - " 'TauTracksAuxDyn.trackLinks': 1.0125770000000216,\n", - " 'TauTracksAuxDyn.flagSet': 0.2621019999999703,\n", - " 'TruthBosonAuxDyn.prodVtxLink': 0.4562119999999936,\n", - " 'TruthBosonAuxDyn.prodVtxLink/TruthBosonAuxDyn.prodVtxLink.m_persKey': 0.08278699999999617,\n", - " 'TruthBosonAuxDyn.prodVtxLink/TruthBosonAuxDyn.prodVtxLink.m_persIndex': 0.29547999999999774,\n", - " 'TruthBosonAuxDyn.decayVtxLink': 0.459728000000041,\n", - " 'TruthBosonAuxDyn.decayVtxLink/TruthBosonAuxDyn.decayVtxLink.m_persKey': 0.08248499999996284,\n", - " 'TruthBosonAuxDyn.decayVtxLink/TruthBosonAuxDyn.decayVtxLink.m_persIndex': 0.2992629999999963,\n", - " 'TruthBosonAuxDyn.parentLinks': 0.1573680000000195,\n", - " 'TruthBosonAuxDyn.childLinks': 0.349962000000005,\n", - " 'TruthBosonAuxDyn.m': 0.3665070000000128,\n", - " 'TruthBosonAuxDyn.px': 0.5407839999999737,\n", - " 'TruthBosonAuxDyn.py': 0.5407969999999978,\n", - " 'TruthBosonAuxDyn.pz': 0.5434600000000387,\n", - " 'TruthBosonAuxDyn.e': 0.5211559999999622,\n", - " 'TruthBosonAuxDyn.pdgId': 0.13370800000001282,\n", - " 'TruthBosonAuxDyn.classifierParticleOrigin': 0.10997300000002497,\n", - " 'TruthBosonAuxDyn.Classification': 0.10909099999997807,\n", - " 'TruthBosonAuxDyn.barcode': 0.3510919999999942,\n", - " 'TruthBosonAuxDyn.status': 0.1266029999999887,\n", - " 'TruthBosonAuxDyn.classifierParticleType': 0.10999400000002879,\n", - " 'TruthBosonAuxDyn.classifierParticleOutCome': 0.11043200000000297,\n", - " 'TruthBosonAuxDyn.polarizationPhi': 0.10901100000000952,\n", - " 'TruthBosonAuxDyn.polarizationTheta': 0.10927099999997836,\n", - " 'TruthBosonsWithDecayParticlesAuxDyn.prodVtxLink': 0.3461149999999975,\n", - " 'TruthBosonsWithDecayParticlesAuxDyn.prodVtxLink/TruthBosonsWithDecayParticlesAuxDyn.prodVtxLink.m_persKey': 0.11936500000001615,\n", - " 'TruthBosonsWithDecayParticlesAuxDyn.prodVtxLink/TruthBosonsWithDecayParticlesAuxDyn.prodVtxLink.m_persIndex': 0.14242699999999786,\n", - " 'TruthBosonsWithDecayParticlesAuxDyn.decayVtxLink': 0.3591920000000073,\n", - " 'TruthBosonsWithDecayParticlesAuxDyn.decayVtxLink/TruthBosonsWithDecayParticlesAuxDyn.decayVtxLink.m_persKey': 0.12923899999998412,\n", - " 'TruthBosonsWithDecayParticlesAuxDyn.decayVtxLink/TruthBosonsWithDecayParticlesAuxDyn.decayVtxLink.m_persIndex': 0.1455689999999663,\n", - " 'TruthBosonsWithDecayParticlesAuxDyn.m': 0.44916400000005297,\n", - " 'TruthBosonsWithDecayParticlesAuxDyn.px': 1.0356479999999806,\n", - " 'TruthBosonsWithDecayParticlesAuxDyn.py': 1.035714999999982,\n", - " 'TruthBosonsWithDecayParticlesAuxDyn.pz': 1.042884000000015,\n", - " 'TruthBosonsWithDecayParticlesAuxDyn.e': 1.0049490000000105,\n", - " 'TruthBosonsWithDecayParticlesAuxDyn.pdgId': 0.2083900000000085,\n", - " 'TruthBosonsWithDecayParticlesAuxDyn.classifierParticleOrigin': 0.16038199999997005,\n", - " 'TruthBosonsWithDecayParticlesAuxDyn.Classification': 0.1517910000000029,\n", - " 'TruthBosonsWithDecayParticlesAuxDyn.barcode': 0.6104440000000295,\n", - " 'TruthBosonsWithDecayParticlesAuxDyn.status': 0.1647069999999644,\n", - " 'TruthBosonsWithDecayParticlesAuxDyn.classifierParticleType': 0.1645330000000058,\n", - " 'TruthBosonsWithDecayParticlesAuxDyn.classifierParticleOutCome': 0.16692799999998442,\n", - " 'TruthBosonsWithDecayVerticesAuxDyn.incomingParticleLinks': 0.19278100000002496,\n", - " 'TruthBosonsWithDecayVerticesAuxDyn.outgoingParticleLinks': 0.22989599999999655,\n", - " 'TruthBosonsWithDecayVerticesAuxDyn.barcode': 0.5679489999999987,\n", - " 'TruthBosonsWithDecayVerticesAuxDyn.id': 0.13886200000001736,\n", - " 'TruthBosonsWithDecayVerticesAuxDyn.x': 0.3404539999999656,\n", - " 'TruthBosonsWithDecayVerticesAuxDyn.y': 0.3406290000000354,\n", - " 'TruthBosonsWithDecayVerticesAuxDyn.z': 0.36220199999996794,\n", - " 'TruthBosonsWithDecayVerticesAuxDyn.t': 0.20228600000001506,\n", - " 'TruthBottomAuxDyn.prodVtxLink': 0.5069070000000124,\n", - " 'TruthBottomAuxDyn.prodVtxLink/TruthBottomAuxDyn.prodVtxLink.m_persKey': 0.0838319999999726,\n", - " 'TruthBottomAuxDyn.prodVtxLink/TruthBottomAuxDyn.prodVtxLink.m_persIndex': 0.3474260000000413,\n", - " 'TruthBottomAuxDyn.decayVtxLink': 0.5097219999999538,\n", - " 'TruthBottomAuxDyn.decayVtxLink/TruthBottomAuxDyn.decayVtxLink.m_persKey': 0.08406700000000455,\n", - " 'TruthBottomAuxDyn.decayVtxLink/TruthBottomAuxDyn.decayVtxLink.m_persIndex': 0.3498910000000137,\n", - " 'TruthBottomAuxDyn.parentLinks': 0.18159400000001824,\n", - " 'TruthBottomAuxDyn.childLinks': 0.7801739999999882,\n", - " 'TruthBottomAuxDyn.m': 0.1363579999999729,\n", - " 'TruthBottomAuxDyn.px': 0.607498000000021,\n", - " 'TruthBottomAuxDyn.py': 0.6073190000000181,\n", - " 'TruthBottomAuxDyn.pz': 0.6119630000000029,\n", - " 'TruthBottomAuxDyn.e': 0.5923070000000052,\n", - " 'TruthBottomAuxDyn.pdgId': 0.13269299999996065,\n", - " 'TruthBottomAuxDyn.classifierParticleOrigin': 0.11061200000000326,\n", - " 'TruthBottomAuxDyn.Classification': 0.10946500000000015,\n", - " 'TruthBottomAuxDyn.barcode': 0.4044969999999921,\n", - " 'TruthBottomAuxDyn.status': 0.1290620000000331,\n", - " 'TruthBottomAuxDyn.classifierParticleType': 0.11053699999996525,\n", - " 'TruthBottomAuxDyn.classifierParticleOutCome': 0.1106860000000438,\n", - " 'TruthBottomAuxDyn.polarizationPhi': 0.10924799999997958,\n", - " 'TruthBottomAuxDyn.polarizationTheta': 0.1094449999999938,\n", - " 'TruthEventsAuxDyn.crossSection': 0.1573420000000283,\n", - " 'TruthEventsAuxDyn.PDFID1': 0.08491199999997434,\n", - " 'TruthEventsAuxDyn.PDFID2': 0.08491199999997434,\n", - " 'TruthEventsAuxDyn.PDGID1': 0.09656600000005255,\n", - " 'TruthEventsAuxDyn.PDGID2': 0.09657199999998056,\n", - " 'TruthEventsAuxDyn.Q': 0.19160499999998137,\n", - " 'TruthEventsAuxDyn.X1': 0.21396900000002006,\n", - " 'TruthEventsAuxDyn.X2': 0.2137199999999666,\n", - " 'TruthEventsAuxDyn.XF1': 0.21505500000000666,\n", - " 'TruthEventsAuxDyn.XF2': 0.21511000000003833,\n", - " 'TruthMuonsAuxDyn.prodVtxLink': 0.269504999999981,\n", - " 'TruthMuonsAuxDyn.prodVtxLink/TruthMuonsAuxDyn.prodVtxLink.m_persKey': 0.058229999999980464,\n", - " 'TruthMuonsAuxDyn.prodVtxLink/TruthMuonsAuxDyn.prodVtxLink.m_persIndex': 0.12925599999999804,\n", - " 'TruthMuonsAuxDyn.decayVtxLink': 0.21020200000003797,\n", - " 'TruthMuonsAuxDyn.decayVtxLink/TruthMuonsAuxDyn.decayVtxLink.m_persKey': 0.06282299999998031,\n", - " 'TruthMuonsAuxDyn.decayVtxLink/TruthMuonsAuxDyn.decayVtxLink.m_persIndex': 0.06537700000001223,\n", - " 'TruthMuonsAuxDyn.parentLinks': 0.1857949999999846,\n", - " 'TruthMuonsAuxDyn.childLinks': 0.1098039999999969,\n", - " 'TruthMuonsAuxDyn.m': 0.12256400000001122,\n", - " 'TruthMuonsAuxDyn.px': 0.25136500000002115,\n", - " 'TruthMuonsAuxDyn.py': 0.2514319999999657,\n", - " 'TruthMuonsAuxDyn.pz': 0.2517010000000255,\n", - " 'TruthMuonsAuxDyn.e': 0.24598299999996698,\n", - " 'TruthMuonsAuxDyn.pdgId': 0.12062700000001314,\n", - " 'TruthMuonsAuxDyn.ptcone30': 0.15507900000000063,\n", - " 'TruthMuonsAuxDyn.etcone20': 0.16370399999999563,\n", - " 'TruthMuonsAuxDyn.classifierParticleOrigin': 0.12787200000002485,\n", - " 'TruthMuonsAuxDyn.Classification': 0.12177299999996194,\n", - " 'TruthMuonsAuxDyn.barcode': 0.18596200000001772,\n", - " 'TruthMuonsAuxDyn.status': 0.10928599999999733,\n", - " 'TruthMuonsAuxDyn.classifierParticleType': 0.11946000000000367,\n", - " 'TruthMuonsAuxDyn.classifierParticleOutCome': 0.11480899999997973,\n", - " 'TruthMuonsAuxDyn.polarizationPhi': 0.11042000000003327,\n", - " 'TruthMuonsAuxDyn.polarizationTheta': 0.11064999999996417,\n", - " 'TruthMuonsAuxDyn.e_dressed': 0.24702100000001792,\n", - " 'TruthMuonsAuxDyn.pt_dressed': 0.24734799999998813,\n", - " 'TruthMuonsAuxDyn.eta_dressed': 0.2489439999999945,\n", - " 'TruthMuonsAuxDyn.phi_dressed': 0.24829400000004398,\n", - " 'TruthMuonsAuxDyn.nPhotons_dressed': 0.11453199999999697,\n", - " 'TruthNeutrinosAuxDyn.prodVtxLink': 0.42481199999997443,\n", - " 'TruthNeutrinosAuxDyn.prodVtxLink/TruthNeutrinosAuxDyn.prodVtxLink.m_persKey': 0.08196800000001758,\n", - " 'TruthNeutrinosAuxDyn.prodVtxLink/TruthNeutrinosAuxDyn.prodVtxLink.m_persIndex': 0.25742800000000443,\n", - " 'TruthNeutrinosAuxDyn.decayVtxLink': 0.24824599999999464,\n", - " 'TruthNeutrinosAuxDyn.decayVtxLink/TruthNeutrinosAuxDyn.decayVtxLink.m_persKey': 0.08091400000000704,\n", - " 'TruthNeutrinosAuxDyn.decayVtxLink/TruthNeutrinosAuxDyn.decayVtxLink.m_persIndex': 0.081833999999958,\n", - " 'TruthNeutrinosAuxDyn.parentLinks': 0.2871340000000373,\n", - " 'TruthNeutrinosAuxDyn.childLinks': 0.12239599999998063,\n", - " 'TruthNeutrinosAuxDyn.m': 0.22134800000003452,\n", - " 'TruthNeutrinosAuxDyn.px': 0.4793109999999956,\n", - " 'TruthNeutrinosAuxDyn.py': 0.47947899999996935,\n", - " 'TruthNeutrinosAuxDyn.pz': 0.4812650000000076,\n", - " 'TruthNeutrinosAuxDyn.e': 0.46610700000002225,\n", - " 'TruthNeutrinosAuxDyn.pdgId': 0.17957799999999224,\n", - " 'TruthNeutrinosAuxDyn.classifierParticleOrigin': 0.15367199999997183,\n", - " 'TruthNeutrinosAuxDyn.Classification': 0.14039999999999964,\n", - " 'TruthNeutrinosAuxDyn.barcode': 0.3173280000000318,\n", - " 'TruthNeutrinosAuxDyn.status': 0.12181499999996959,\n", - " 'TruthNeutrinosAuxDyn.classifierParticleType': 0.12419099999999617,\n", - " 'TruthNeutrinosAuxDyn.classifierParticleOutCome': 0.1306690000000117,\n", - " 'TruthNeutrinosAuxDyn.polarizationPhi': 0.12306300000000192,\n", - " 'TruthNeutrinosAuxDyn.polarizationTheta': 0.12326999999999089,\n", - " 'TruthPhotonsAuxDyn.prodVtxLink': 0.6312599999999975,\n", - " 'TruthPhotonsAuxDyn.prodVtxLink/TruthPhotonsAuxDyn.prodVtxLink.m_persKey': 0.08751000000000886,\n", - " 'TruthPhotonsAuxDyn.prodVtxLink/TruthPhotonsAuxDyn.prodVtxLink.m_persIndex': 0.45246600000001536,\n", - " 'TruthPhotonsAuxDyn.decayVtxLink': 0.5517219999999838,\n", - " 'TruthPhotonsAuxDyn.decayVtxLink/TruthPhotonsAuxDyn.decayVtxLink.m_persKey': 0.1362970000000132,\n", - " 'TruthPhotonsAuxDyn.decayVtxLink/TruthPhotonsAuxDyn.decayVtxLink.m_persIndex': 0.3233989999999949,\n", - " 'TruthPhotonsAuxDyn.parentLinks': 0.5077689999999961,\n", - " 'TruthPhotonsAuxDyn.childLinks': 0.1432439999999815,\n", - " 'TruthPhotonsAuxDyn.m': 0.4192220000000475,\n", - " 'TruthPhotonsAuxDyn.px': 0.8831319999999891,\n", - " 'TruthPhotonsAuxDyn.py': 0.8830199999999877,\n", - " 'TruthPhotonsAuxDyn.pz': 0.8874210000000176,\n", - " 'TruthPhotonsAuxDyn.e': 0.8679899999999634,\n", - " 'TruthPhotonsAuxDyn.pdgId': 0.14269799999999577,\n", - " 'TruthPhotonsAuxDyn.ptcone20': 0.24220600000001014,\n", - " 'TruthPhotonsAuxDyn.etcone20': 0.25364999999999327,\n", - " 'TruthPhotonsAuxDyn.classifierParticleOrigin': 0.25467600000001767,\n", - " 'TruthPhotonsAuxDyn.Classification': 0.1771659999999997,\n", - " 'TruthPhotonsAuxDyn.barcode': 0.5301549999999793,\n", - " 'TruthPhotonsAuxDyn.status': 0.14262500000000955,\n", - " 'TruthPhotonsAuxDyn.classifierParticleType': 0.17832200000003695,\n", - " 'TruthPhotonsAuxDyn.classifierParticleOutCome': 0.20597299999997176,\n", - " 'TruthPhotonsAuxDyn.polarizationPhi': 0.143936999999994,\n", - " 'TruthPhotonsAuxDyn.polarizationTheta': 0.14404000000001815,\n", - " 'TruthPhotonsAuxDyn.etcone40': 0.26693699999998444,\n", - " 'TruthPrimaryVerticesAuxDyn.x': 0.20156000000002905,\n", - " 'TruthPrimaryVerticesAuxDyn.y': 0.20159099999995078,\n", - " 'TruthPrimaryVerticesAuxDyn.z': 0.2176520000000437,\n", - " 'TruthPrimaryVerticesAuxDyn.t': 0.08544499999999289,\n", - " 'TruthTausAuxDyn.prodVtxLink': 0.18740999999999985,\n", - " 'TruthTausAuxDyn.prodVtxLink/TruthTausAuxDyn.prodVtxLink.m_persKey': 0.03944300000000567,\n", - " 'TruthTausAuxDyn.prodVtxLink/TruthTausAuxDyn.prodVtxLink.m_persIndex': 0.07011999999997443,\n", - " 'TruthTausAuxDyn.decayVtxLink': 0.1877969999999891,\n", - " 'TruthTausAuxDyn.decayVtxLink/TruthTausAuxDyn.decayVtxLink.m_persKey': 0.03947500000003856,\n", - " 'TruthTausAuxDyn.decayVtxLink/TruthTausAuxDyn.decayVtxLink.m_persIndex': 0.07056899999997768,\n", - " 'TruthTausAuxDyn.parentLinks': 0.13202699999999368,\n", - " 'TruthTausAuxDyn.childLinks': 0.13978300000002264,\n", - " 'TruthTausAuxDyn.m': 0.10269299999998793,\n", - " 'TruthTausAuxDyn.px': 0.16355600000002823,\n", - " 'TruthTausAuxDyn.py': 0.16347399999995105,\n", - " 'TruthTausAuxDyn.pz': 0.16419899999999643,\n", - " 'TruthTausAuxDyn.e': 0.16000300000001744,\n", - " 'TruthTausAuxDyn.pdgId': 0.10458399999998846,\n", - " 'TruthTausAuxDyn.classifierParticleOrigin': 0.1088380000000484,\n", - " 'TruthTausAuxDyn.Classification': 0.10316299999999501,\n", - " 'TruthTausAuxDyn.pt_vis': 0.21178299999996852,\n", - " 'TruthTausAuxDyn.eta_vis': 0.2178700000000049,\n", - " 'TruthTausAuxDyn.phi_vis': 0.21788300000002891,\n", - " 'TruthTausAuxDyn.m_vis': 0.2136899999999855,\n", - " 'TruthTausAuxDyn.barcode': 0.1338609999999676,\n", - " 'TruthTausAuxDyn.status': 0.09900800000002619,\n", - " 'TruthTausAuxDyn.classifierParticleType': 0.1038120000000049,\n", - " 'TruthTausAuxDyn.classifierParticleOutCome': 0.10965399999997771,\n", - " 'TruthTausAuxDyn.originalTruthParticle': 0.1908950000000118,\n", - " 'TruthTausAuxDyn.originalTruthParticle/TruthTausAuxDyn.originalTruthParticle.m_persKey': 0.04046699999997827,\n", - " 'TruthTausAuxDyn.originalTruthParticle/TruthTausAuxDyn.originalTruthParticle.m_persIndex': 0.07202200000000403,\n", - " 'TruthTausAuxDyn.polarizationPhi': 0.10010500000004185,\n", - " 'TruthTausAuxDyn.polarizationTheta': 0.10024199999998018,\n", - " 'TruthTausAuxDyn.pt_vis_dressed': 0.16093000000000757,\n", - " 'TruthTausAuxDyn.eta_vis_dressed': 0.16476199999999608,\n", - " 'TruthTausAuxDyn.phi_vis_dressed': 0.1644019999999955,\n", - " 'TruthTausAuxDyn.m_vis_dressed': 0.14135399999997844,\n", - " 'TruthTausAuxDyn.nPhotons_dressed': 0.1023309999999924,\n", - " 'TruthTausAuxDyn.dressedPhoton': 0.10144600000000992,\n", - " 'TruthTausAuxDyn.numCharged': 0.1043390000000386,\n", - " 'TruthTausAuxDyn.numChargedPion': 0.10807999999997264,\n", - " 'TruthTausAuxDyn.numNeutral': 0.10740099999998165,\n", - " 'TruthTausAuxDyn.numNeutralPion': 0.10762700000003633,\n", - " 'TruthTausAuxDyn.IsHadronicTau': 0.10522399999996424,\n", - " 'TruthTausAuxDyn.pt_invis': 0.21198600000002443,\n", - " 'TruthTausAuxDyn.eta_invis': 0.2180270000000064,\n", - " 'TruthTausAuxDyn.phi_invis': 0.2180349999999862,\n", - " 'TruthTausAuxDyn.m_invis': 0.21722699999997985,\n", - " 'TruthTausAuxDyn.pt_vis_neutral': 0.16158800000005158,\n", - " 'TruthTausAuxDyn.eta_vis_neutral': 0.16340699999994968,\n", - " 'TruthTausAuxDyn.phi_vis_neutral': 0.163483000000042,\n", - " 'TruthTausAuxDyn.m_vis_neutral': 0.15834699999999202,\n", - " 'TruthTausAuxDyn.DecayModeVector': 0.14278300000000854,\n", - " 'TruthTausAuxDyn.decay_vertex_x': 0.1738049999999589,\n", - " 'TruthTausAuxDyn.decay_vertex_y': 0.17389200000002347,\n", - " 'TruthTausAuxDyn.decay_vertex_z': 0.17203799999998637,\n", - " 'TruthTausAuxDyn.prod_vertex_x': 0.1633019999999874,\n", - " 'TruthTausAuxDyn.prod_vertex_y': 0.16310300000003508,\n", - " 'TruthTausAuxDyn.prod_vertex_z': 0.17202700000001414,\n", - " 'TruthTopAuxDyn.prodVtxLink': 0.4309979999999882,\n", - " 'TruthTopAuxDyn.prodVtxLink/TruthTopAuxDyn.prodVtxLink.m_persKey': 0.07666399999999385,\n", - " 'TruthTopAuxDyn.prodVtxLink/TruthTopAuxDyn.prodVtxLink.m_persIndex': 0.28757699999999886,\n", - " 'TruthTopAuxDyn.decayVtxLink': 0.4569569999999885,\n", - " 'TruthTopAuxDyn.decayVtxLink/TruthTopAuxDyn.decayVtxLink.m_persKey': 0.07693399999999428,\n", - " 'TruthTopAuxDyn.decayVtxLink/TruthTopAuxDyn.decayVtxLink.m_persIndex': 0.3130090000000223,\n", - " 'TruthTopAuxDyn.parentLinks': 0.12768799999997782,\n", - " 'TruthTopAuxDyn.childLinks': 0.22610800000001063,\n", - " 'TruthTopAuxDyn.m': 0.38271700000001374,\n", - " 'TruthTopAuxDyn.px': 0.5721229999999764,\n", - " 'TruthTopAuxDyn.py': 0.5724380000000338,\n", - " 'TruthTopAuxDyn.pz': 0.5744139999999902,\n", - " 'TruthTopAuxDyn.e': 0.5430489999999963,\n", - " 'TruthTopAuxDyn.pdgId': 0.11489999999997735,\n", - " 'TruthTopAuxDyn.classifierParticleOrigin': 0.09302999999999884,\n", - " 'TruthTopAuxDyn.Classification': 0.09192400000000589,\n", - " 'TruthTopAuxDyn.barcode': 0.35615799999999354,\n", - " 'TruthTopAuxDyn.status': 0.10178300000001173,\n", - " 'TruthTopAuxDyn.classifierParticleType': 0.09318400000000793,\n", - " 'TruthTopAuxDyn.classifierParticleOutCome': 0.09358500000001868,\n", - " 'TruthTopAuxDyn.polarizationPhi': 0.09198199999997314,\n", - " 'TruthTopAuxDyn.polarizationTheta': 0.09228600000000142,\n", - " 'egammaClustersAuxDyn.calE': 0.5036039999999957,\n", - " 'egammaClustersAuxDyn.calEta': 0.5160569999999893,\n", - " 'egammaClustersAuxDyn.calPhi': 0.5146280000000161,\n", - " 'egammaClustersAuxDyn.eta_sampl': 1.608678999999995,\n", - " 'egammaClustersAuxDyn.calM': 0.12963300000001254,\n", - " 'egammaClustersAuxDyn.e_sampl': 1.6059209999999666,\n", - " 'egammaClustersAuxDyn.ETA2CALOFRAME': 0.5164940000000229,\n", - " 'egammaClustersAuxDyn.ETACALOFRAME': 0.5168659999999932,\n", - " 'egammaClustersAuxDyn.PHI2CALOFRAME': 0.5154160000000161,\n", - " 'egammaClustersAuxDyn.PHICALOFRAME': 0.5154919999999947,\n", - " 'egammaClustersAuxDyn.constituentClusterLinks': 0.3419789999999807,\n", - " 'AnalysisElectronsAuxDyn.trackParticleLinks': 0.14610500000003412,\n", - " 'AnalysisElectronsAuxDyn.ambiguityLink': 0.18963700000000472,\n", - " 'AnalysisElectronsAuxDyn.ambiguityLink/AnalysisElectronsAuxDyn.ambiguityLink.m_persKey': 0.05334799999997131,\n", - " 'AnalysisElectronsAuxDyn.ambiguityLink/AnalysisElectronsAuxDyn.ambiguityLink.m_persIndex': 0.055916000000024724,\n", - " 'AnalysisElectronsAuxDyn.pt': 0.19030599999996411,\n", - " 'AnalysisElectronsAuxDyn.eta': 0.19342100000000073,\n", - " 'AnalysisElectronsAuxDyn.phi': 0.19334200000002966,\n", - " 'AnalysisElectronsAuxDyn.m': 0.10468700000001263,\n", - " 'AnalysisElectronsAuxDyn.charge': 0.11392899999998463,\n", - " 'AnalysisElectronsAuxDyn.topoetcone20': 0.19592799999998078,\n", - " 'AnalysisElectronsAuxDyn.f1': 0.18452300000001287,\n", - " 'AnalysisElectronsAuxDyn.truthType': 0.11739199999999528,\n", - " 'AnalysisElectronsAuxDyn.truthOrigin': 0.11717700000002651,\n", - " 'AnalysisElectronsAuxDyn.truthParticleLink': 0.2252179999999271,\n", - " 'AnalysisElectronsAuxDyn.truthParticleLink/AnalysisElectronsAuxDyn.truthParticleLink.m_persKey': 0.0529070000000047,\n", - " 'AnalysisElectronsAuxDyn.truthParticleLink/AnalysisElectronsAuxDyn.truthParticleLink.m_persIndex': 0.09162500000002183,\n", - " 'AnalysisElectronsAuxDyn.neflowisol20': 0.19492700000000696,\n", - " 'AnalysisElectronsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVALooseCone_pt1000': 0.15441699999996672,\n", - " 'AnalysisElectronsAuxDyn.ptcone20_Nonprompt_All_MaxWeightTTVALooseCone_pt1000': 0.1477670000000444,\n", - " 'AnalysisElectronsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVALooseCone_pt1000_CloseByCorr': 0.15564000000006217,\n", - " 'AnalysisElectronsAuxDyn.topoetcone20_CloseByCorr': 0.19726399999990463,\n", - " 'AnalysisElectronsAuxDyn.ptcone20_Nonprompt_All_MaxWeightTTVALooseCone_pt1000_CloseByCorr': 0.1491960000000745,\n", - " 'AnalysisElectronsAuxDyn.DFCommonElectronsLHLoose': 0.11137999999994008,\n", - " 'AnalysisElectronsAuxDyn.DFCommonElectronsLHLooseBLIsEMValue': 0.11498600000004444,\n", - " 'AnalysisElectronsAuxDyn.TruthLink': 0.19894599999997808,\n", - " 'AnalysisElectronsAuxDyn.TruthLink/AnalysisElectronsAuxDyn.TruthLink.m_persKey': 0.05762600000002749,\n", - " 'AnalysisElectronsAuxDyn.TruthLink/AnalysisElectronsAuxDyn.TruthLink.m_persIndex': 0.06128599999999551,\n", - " 'AnalysisElectronsAuxDyn.caloClusterLinks': 0.11983999999995376,\n", - " 'AnalysisElectronsAuxDyn.author': 0.10733400000003712,\n", - " 'AnalysisElectronsAuxDyn.OQ': 0.11662100000000919,\n", - " 'AnalysisElectronsAuxDyn.ambiguityType': 0.11046699999997145,\n", - " 'AnalysisElectronsAuxDyn.topoetcone20ptCorrection': 0.19586500000002616,\n", - " 'AnalysisElectronsAuxDyn.ptcone20_Nonprompt_All_MaxWeightTTVALooseCone_pt500': 0.15600099999994654,\n", - " 'AnalysisElectronsAuxDyn.ptvarcone30_Nonprompt_All_MaxWeightTTVALooseCone_pt500': 0.163483000000042,\n", - " 'AnalysisElectronsAuxDyn.DFCommonElectronsLHVeryLoose': 0.11192099999993843,\n", - " 'AnalysisElectronsAuxDyn.DFCommonElectronsLHVeryLooseIsEMValue': 0.11316500000009455,\n", - " 'AnalysisElectronsAuxDyn.DFCommonElectronsLHLooseIsEMValue': 0.11282399999993231,\n", - " 'AnalysisElectronsAuxDyn.DFCommonElectronsLHLooseBL': 0.11235499999997955,\n", - " 'AnalysisElectronsAuxDyn.DFCommonElectronsLHMedium': 0.11284900000009657,\n", - " 'AnalysisElectronsAuxDyn.DFCommonElectronsLHMediumIsEMValue': 0.1163970000000063,\n", - " 'AnalysisElectronsAuxDyn.DFCommonElectronsLHTight': 0.11272699999994984,\n", - " 'AnalysisElectronsAuxDyn.DFCommonElectronsLHTightIsEMValue': 0.11788100000001123,\n", - " 'AnalysisElectronsAuxDyn.DFCommonElectronsECIDS': 0.11187999999992826,\n", - " 'AnalysisElectronsAuxDyn.DFCommonElectronsECIDSResult': 0.19346900000005007,\n", - " 'AnalysisElectronsAuxDyn.truthPdgId': 0.12318900000002486,\n", - " 'AnalysisElectronsAuxDyn.firstEgMotherTruthType': 0.11800399999992806,\n", - " 'AnalysisElectronsAuxDyn.firstEgMotherTruthOrigin': 0.11662400000000162,\n", - " 'AnalysisElectronsAuxDyn.firstEgMotherPdgId': 0.11783100000002378,\n", - " 'AnalysisElectronsAuxDyn.firstEgMotherTruthParticleLink': 0.22419300000001385,\n", - " 'AnalysisElectronsAuxDyn.firstEgMotherTruthParticleLink/AnalysisElectronsAuxDyn.firstEgMotherTruthParticleLink.m_persKey': 0.05747700000006262,\n", - " 'AnalysisElectronsAuxDyn.firstEgMotherTruthParticleLink/AnalysisElectronsAuxDyn.firstEgMotherTruthParticleLink.m_persIndex': 0.08500299999991512,\n", - " 'AnalysisLargeRJetsAuxDyn.pt': 0.24894500000004882,\n", - " 'AnalysisLargeRJetsAuxDyn.eta': 0.25892899999996644,\n", - " 'AnalysisLargeRJetsAuxDyn.phi': 0.25846100000001115,\n", - " 'AnalysisLargeRJetsAuxDyn.m': 0.25304000000005544,\n", - " 'AnalysisLargeRJetsAuxDyn.constituentLinks': 1.6358749999999418,\n", - " 'AnalysisLargeRJetsAuxDyn.JetConstitScaleMomentum_pt': 0.2524200000000292,\n", - " 'AnalysisLargeRJetsAuxDyn.JetConstitScaleMomentum_eta': 0.2618370000000141,\n", - " 'AnalysisLargeRJetsAuxDyn.JetConstitScaleMomentum_phi': 0.261372999999935,\n", - " 'AnalysisLargeRJetsAuxDyn.JetConstitScaleMomentum_m': 0.25597000000004755,\n", - " 'AnalysisLargeRJetsAuxDyn.GN2Xv01_phbb': 0.25862099999994825,\n", - " 'AnalysisLargeRJetsAuxDyn.GN2Xv01_ptop': 0.2534689999999955,\n", - " 'AnalysisLargeRJetsAuxDyn.GN2Xv01_pqcd': 0.25704000000007454,\n", - " 'AnalysisLargeRJetsAuxDyn.DetectorEta': 0.25989399999991747,\n", - " 'AnalysisLargeRJetsAuxDyn.D2': 0.24918900000000122,\n", - " 'AnalysisLargeRJetsAuxDyn.ECF1': 0.24965400000007776,\n", - " 'AnalysisLargeRJetsAuxDyn.ECF2': 0.2552029999999377,\n", - " 'AnalysisLargeRJetsAuxDyn.ECF3': 0.2593460000000505,\n", - " 'AnalysisLargeRJetsAuxDyn.Parent': 0.21311900000000605,\n", - " 'AnalysisLargeRJetsAuxDyn.Parent/AnalysisLargeRJetsAuxDyn.Parent.m_persKey': 0.05803200000002562,\n", - " 'AnalysisLargeRJetsAuxDyn.Parent/AnalysisLargeRJetsAuxDyn.Parent.m_persIndex': 0.07217900000000554,\n", - " 'AnalysisLargeRJetsAuxDyn.Tau1_wta': 0.2531099999999924,\n", - " 'AnalysisLargeRJetsAuxDyn.Tau2_wta': 0.25298099999997703,\n", - " 'AnalysisLargeRJetsAuxDyn.Tau3_wta': 0.2520889999999554,\n", - " 'AnalysisLargeRJetsAuxDyn.C2': 0.2499800000000505,\n", - " 'AnalysisLargeRJetsAuxDyn.GN2Xv01_phcc': 0.2597369999999728,\n", - " 'AnalysisLargeRJetsAuxDyn.GhostBHadronsFinalCount': 0.12449600000002192,\n", - " 'AnalysisLargeRJetsAuxDyn.GhostCHadronsFinalCount': 0.12897699999996348,\n", - " 'AnalysisLargeRJetsAuxDyn.Split12': 0.2546630000000505,\n", - " 'AnalysisLargeRJetsAuxDyn.Split23': 0.2531339999999318,\n", - " 'AnalysisLargeRJetsAuxDyn.Qw': 0.2516920000000482,\n", - " 'AnalysisLargeRJetsAuxDyn.R10TruthLabel_R21Precision': 0.13055899999994836,\n", - " 'AnalysisLargeRJetsAuxDyn.R10TruthLabel_R21Precision_2022v1': 0.13063900000008744,\n", - " 'AnalysisLargeRJetsAuxDyn.R10TruthLabel_R22v1': 0.12892999999996846,\n", - " 'AnalysisTauJetsAuxDyn.pt': 0.28133500000001277,\n", - " 'AnalysisTauJetsAuxDyn.eta': 0.29231800000002295,\n", - " 'AnalysisTauJetsAuxDyn.phi': 0.29169499999989057,\n", - " 'AnalysisTauJetsAuxDyn.m': 0.11168300000008458,\n", - " 'AnalysisTauJetsAuxDyn.vertexLink': 0.22485699999992903,\n", - " 'AnalysisTauJetsAuxDyn.vertexLink/AnalysisTauJetsAuxDyn.vertexLink.m_persKey': 0.06728500000008353,\n", - " 'AnalysisTauJetsAuxDyn.vertexLink/AnalysisTauJetsAuxDyn.vertexLink.m_persIndex': 0.07465799999999945,\n", - " 'AnalysisTauJetsAuxDyn.tauTrackLinks': 0.5104019999999991,\n", - " 'AnalysisTauJetsAuxDyn.charge': 0.12848399999995763,\n", - " 'AnalysisTauJetsAuxDyn.EleRNNLoose_v1': 0.12216200000000299,\n", - " 'AnalysisTauJetsAuxDyn.EleRNNMedium_v1': 0.1234349999999722,\n", - " 'AnalysisTauJetsAuxDyn.EleRNNTight_v1': 0.12371300000006613,\n", - " 'AnalysisTauJetsAuxDyn.JetDeepSetVeryLoose': 0.12320799999997689,\n", - " 'AnalysisTauJetsAuxDyn.JetDeepSetLoose': 0.12075500000003103,\n", - " 'AnalysisTauJetsAuxDyn.JetDeepSetMedium': 0.11958799999990788,\n", - " 'AnalysisTauJetsAuxDyn.JetDeepSetTight': 0.11811399999999139,\n", - " 'AnalysisTauJetsAuxDyn.truthParticleLink': 0.26710000000002765,\n", - " 'AnalysisTauJetsAuxDyn.truthParticleLink/AnalysisTauJetsAuxDyn.truthParticleLink.m_persKey': 0.09100899999998546,\n", - " 'AnalysisTauJetsAuxDyn.truthParticleLink/AnalysisTauJetsAuxDyn.truthParticleLink.m_persIndex': 0.09215900000003785,\n", - " 'AnalysisTauJetsAuxDyn.IsTruthMatched': 0.122983999999974,\n", - " 'AnalysisTauJetsAuxDyn.ptTauEnergyScale': 0.28555600000004233,\n", - " 'AnalysisTauJetsAuxDyn.etaTauEnergyScale': 0.2940320000000156,\n", - " 'AnalysisTauJetsAuxDyn.ptFinalCalib': 0.2825639999999794,\n", - " 'AnalysisTauJetsAuxDyn.etaFinalCalib': 0.2935489999999845,\n", - " 'AnalysisTauJetsAuxDyn.isTauFlags': 0.1363979999999856,\n", - " 'AnalysisTauJetsAuxDyn.PanTau_DecayMode': 0.1413390000000163,\n", - " 'AnalysisTauJetsAuxDyn.RNNJetScore': 0.2941080000000511,\n", - " 'AnalysisTauJetsAuxDyn.RNNJetScoreSigTrans': 0.2859559999999419,\n", - " 'AnalysisTauJetsAuxDyn.RNNEleScore': 0.2702269999999771,\n", - " 'AnalysisTauJetsAuxDyn.NNDecayMode': 0.13910600000008344,\n", - " 'AnalysisTauJetsAuxDyn.truthJetLink': 0.2622549999999819,\n", - " 'AnalysisTauJetsAuxDyn.truthJetLink/AnalysisTauJetsAuxDyn.truthJetLink.m_persKey': 0.08169899999995778,\n", - " 'AnalysisTauJetsAuxDyn.truthJetLink/AnalysisTauJetsAuxDyn.truthJetLink.m_persIndex': 0.09761700000001383,\n", - " 'AnalysisTauJetsAuxDyn.RNNEleScoreSigTrans_v1': 0.28653399999996054,\n", - " 'AnalysisTauJetsAuxDyn.JetDeepSetScore': 0.29563200000006873,\n", - " 'AnalysisTauJetsAuxDyn.JetDeepSetScoreTrans': 0.28435400000000755,\n", - " 'GSFTrackParticlesAuxDyn.phi': 1.824899999999957,\n", - " 'GSFTrackParticlesAuxDyn.originalTrackParticle': 0.21461099999999078,\n", - " 'GSFTrackParticlesAuxDyn.originalTrackParticle/GSFTrackParticlesAuxDyn.originalTrackParticle.m_persKey': 0.059095999999954074,\n", - " 'GSFTrackParticlesAuxDyn.originalTrackParticle/GSFTrackParticlesAuxDyn.originalTrackParticle.m_persIndex': 0.0732220000001007,\n", - " 'GSFTrackParticlesAuxDyn.numberOfPixelHits': 0.12339499999995951,\n", - " 'GSFTrackParticlesAuxDyn.numberOfSCTHits': 0.1251720000000205,\n", - " 'GSFTrackParticlesAuxDyn.qOverP': 0.2158399999999574,\n", - " 'GSFTrackParticlesAuxDyn.numberOfInnermostPixelLayerHits': 0.11669300000005478,\n", - " 'GSFTrackParticlesAuxDyn.numberOfNextToInnermostPixelLayerHits': 0.11817099999996117,\n", - " 'GSFTrackParticlesAuxDyn.expectInnermostPixelLayerHit': 0.11298999999996795,\n", - " 'GSFTrackParticlesAuxDyn.expectNextToInnermostPixelLayerHit': 0.11461700000006658,\n", - " 'GSFTrackParticlesAuxDyn.chiSquared': 0.20796599999994214,\n", - " 'GSFTrackParticlesAuxDyn.d0': 0.21667100000001938,\n", - " 'GSFTrackParticlesAuxDyn.z0': 0.2141589999999951,\n", - " 'GSFTrackParticlesAuxDyn.theta': 0.2097400000000107,\n", - " 'GSFTrackParticlesAuxDyn.vz': 0.10725300000001425,\n", - " 'TruthElectronsAuxDyn.prodVtxLink': 0.4243669999999611,\n", - " 'TruthElectronsAuxDyn.prodVtxLink/TruthElectronsAuxDyn.prodVtxLink.m_persKey': 0.08069899999998142,\n", - " 'TruthElectronsAuxDyn.prodVtxLink/TruthElectronsAuxDyn.prodVtxLink.m_persIndex': 0.252742000000012,\n", - " 'TruthElectronsAuxDyn.decayVtxLink': 0.437891000000036,\n", - " 'TruthElectronsAuxDyn.decayVtxLink/TruthElectronsAuxDyn.decayVtxLink.m_persKey': 0.11459500000000844,\n", - " 'TruthElectronsAuxDyn.decayVtxLink/TruthElectronsAuxDyn.decayVtxLink.m_persIndex': 0.23246099999994385,\n", - " 'TruthElectronsAuxDyn.parentLinks': 0.3109020000000555,\n", - " 'TruthElectronsAuxDyn.childLinks': 0.140404999999987,\n", - " 'TruthElectronsAuxDyn.m': 0.18230700000003708,\n", - " 'TruthElectronsAuxDyn.px': 0.624732999999992,\n", - " 'TruthElectronsAuxDyn.py': 0.6245890000000145,\n", - " 'TruthElectronsAuxDyn.pz': 0.625919999999951,\n", - " 'TruthElectronsAuxDyn.e': 0.6122709999999643,\n", - " 'TruthElectronsAuxDyn.pdgId': 0.16023300000006202,\n", - " 'TruthElectronsAuxDyn.ptcone30': 0.18953099999998813,\n", - " 'TruthElectronsAuxDyn.etcone20': 0.19872299999997267,\n", - " 'TruthElectronsAuxDyn.classifierParticleOrigin': 0.17887400000006437,\n", - " 'TruthElectronsAuxDyn.Classification': 0.1584419999999227,\n", - " 'TruthElectronsAuxDyn.barcode': 0.3920669999999973,\n", - " 'TruthElectronsAuxDyn.status': 0.1397940000000517,\n", - " 'TruthElectronsAuxDyn.classifierParticleType': 0.16270299999996496,\n", - " 'TruthElectronsAuxDyn.classifierParticleOutCome': 0.17561299999999846,\n", - " 'TruthElectronsAuxDyn.polarizationPhi': 0.14104099999997288,\n", - " 'TruthElectronsAuxDyn.polarizationTheta': 0.14130199999999604,\n", - " 'TruthElectronsAuxDyn.e_dressed': 0.6135560000000169,\n", - " 'TruthElectronsAuxDyn.pt_dressed': 0.6121180000000095,\n", - " 'TruthElectronsAuxDyn.eta_dressed': 0.6097630000000436,\n", - " 'TruthElectronsAuxDyn.phi_dressed': 0.6085130000000163,\n", - " 'TruthElectronsAuxDyn.nPhotons_dressed': 0.14787599999999657,\n", - " 'HLTNav_RepackedFeatures_METAuxDyn.nameOfComponent': 0.13144499999998516,\n", - " 'HLTNav_RepackedFeatures_METAuxDyn.ex': 5.000848000000019,\n", - " 'HLTNav_RepackedFeatures_METAuxDyn.ey': 0.17672399999992194,\n", - " 'HLTNav_RepackedFeatures_METAuxDyn.ez': 0.17762000000004718,\n", - " 'HLTNav_RepackedFeatures_METAuxDyn.sumEt': 0.17475400000000718,\n", - " 'HLTNav_RepackedFeatures_METAuxDyn.sumE': 0.17585299999996096,\n", - " 'HLTNav_RepackedFeatures_METAuxDyn.flag': 0.10385700000006182,\n", - " 'HLTNav_RepackedFeatures_METAuxDyn.roiWord': 0.10187999999993735,\n", - " 'GSFConversionVerticesAuxDyn.trackParticleLinks': 0.10596500000008291,\n", - " 'GSFConversionVerticesAuxDyn.neutralParticleLinks': 0.09519699999998466,\n", - " 'GSFConversionVerticesAuxDyn.px': 0.10972199999991972,\n", - " 'GSFConversionVerticesAuxDyn.py': 0.10972900000001573,\n", - " 'GSFConversionVerticesAuxDyn.pz': 0.10992499999997563,\n", - " 'GSFConversionVerticesAuxDyn.x': 0.10959900000000289,\n", - " 'GSFConversionVerticesAuxDyn.y': 0.10955200000000787,\n", - " 'GSFConversionVerticesAuxDyn.z': 0.10960000000000036,\n", - " 'GSFConversionVerticesAuxDyn.minRfirstHit': 0.1032549999999901,\n", - " 'GSFConversionVerticesAuxDyn.pt1': 0.10294800000008308,\n", - " 'GSFConversionVerticesAuxDyn.pt2': 0.10293400000000474,\n", - " 'FourLeptonVerticesAuxDyn.trackParticleLinks': 0.0858979999999292,\n", - " 'FourLeptonVerticesAuxDyn.x': 0.08251300000006268,\n", - " 'FourLeptonVerticesAuxDyn.y': 0.08251199999995151,\n", - " 'FourLeptonVerticesAuxDyn.z': 0.0825160000000551,\n", - " 'FourLeptonVerticesAuxDyn.vertexType': 0.08314399999994748,\n", - " 'FourLeptonVerticesAuxDyn.chiSquared': 0.08336800000006406,\n", - " 'FourLeptonVerticesAuxDyn.numberDoF': 0.08324999999990723,\n", - " 'TruthForwardProtonsAuxDyn.prodVtxLink': 0.09176700000000437,\n", - " 'TruthForwardProtonsAuxDyn.prodVtxLink/TruthForwardProtonsAuxDyn.prodVtxLink.m_persKey': 0.011653000000023894,\n", - " 'TruthForwardProtonsAuxDyn.prodVtxLink/TruthForwardProtonsAuxDyn.prodVtxLink.m_persIndex': 0.01179500000000644,\n", - " 'TruthForwardProtonsAuxDyn.decayVtxLink': 0.09194200000001729,\n", - " 'TruthForwardProtonsAuxDyn.decayVtxLink/TruthForwardProtonsAuxDyn.decayVtxLink.m_persKey': 0.011662000000001171,\n", - " 'TruthForwardProtonsAuxDyn.decayVtxLink/TruthForwardProtonsAuxDyn.decayVtxLink.m_persIndex': 0.01185499999996864,\n", - " 'TruthForwardProtonsAuxDyn.m': 0.08126000000004296,\n", - " 'TruthForwardProtonsAuxDyn.px': 0.08142099999997754,\n", - " 'TruthForwardProtonsAuxDyn.py': 0.08142499999996744,\n", - " 'TruthForwardProtonsAuxDyn.pz': 0.08141699999998764,\n", - " 'TruthForwardProtonsAuxDyn.e': 0.08125900000004549,\n", - " 'TruthForwardProtonsAuxDyn.pdgId': 0.08148100000005343,\n", - " 'TruthForwardProtonsAuxDyn.classifierParticleOrigin': 0.08354399999996076,\n", - " 'TruthForwardProtonsAuxDyn.Classification': 0.08251199999995151,\n", - " 'TruthForwardProtonsAuxDyn.barcode': 0.08171500000003107,\n", - " 'TruthForwardProtonsAuxDyn.status': 0.08164899999997033,\n", - " 'TruthForwardProtonsAuxDyn.classifierParticleType': 0.08343800000000101,\n", - " 'TruthForwardProtonsAuxDyn.classifierParticleOutCome': 0.08346100000005663,\n", - " 'TruthForwardProtonsAuxDyn.polarizationPhi': 0.08236199999998917,\n", - " 'TruthForwardProtonsAuxDyn.polarizationTheta': 0.08290199999999004}" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fname = \"/data/alheld/200gbps-atlas/mc23_13p6TeV.601229.PhPy8EG_A14_ttbar_hdamp258p75_SingleLep.deriv.DAOD_PHYSLITE.e8514_s4162_r14622_p6026/DAOD_PHYSLITE.37223155._000001.pool.root.1\"\n", - "t = uproot.open({fname: \"CollectionTree\"})\n", - "\n", - "size_per_key_in_MB = {}\n", - "cur_size_in_MB = t.file.source.num_requested_bytes/1000**2 # non-zero at the start (some metadata read)\n", - "\n", - "for key in t.keys():\n", - " # if not any([key.startswith(v) for v in [\"AnalysisJetsAuxDyn\", \"AnalysisLargeRJetsAuxDyn\", \"AnalysisElectronsAuxDyn\", \"AnalysisMuonsAuxDyn\", \"AnalysisTauJetsAuxDyn\", \"AnalysisPhotonsAuxDyn\"]]):\n", - " # continue\n", - "\n", - " try:\n", - " t.arrays([key])\n", - " print(\"read branch\", key)\n", - " new_size_in_MB = t.file.source.num_requested_bytes/1000**2\n", - " size_per_key_in_MB[key] = new_size_in_MB - cur_size_in_MB\n", - " cur_size_in_MB = new_size_in_MB\n", - " except:\n", - " print(\"cannot read branch\", key)\n", - " \n", - "size_per_key_in_MB" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "51303308-cd1f-46ff-b364-99194873a4a9", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "all branches: 554.5054250000001 MB\n" - ] - } - ], - "source": [ - "print(f\"all branches: {sum(size_per_key_in_MB.values())} MB\") # doesn't include initial metadata read" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "c7ce2887-8a56-4bb4-a241-f0aaced6a739", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "554.994903" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "import os\n", - "file_size = os.path.getsize(fname) / 1000**2\n", - "file_size" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "95225d3f-e181-49b5-bbdf-fd668cd8ed81", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "555.336994" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "t.file.source.num_requested_bytes/1000**2" - ] - }, - { - "cell_type": "markdown", - "id": "7ecfca18-a2eb-4878-a684-95cd600313a2", - "metadata": {}, - "source": [ - "sanity check: looks like we read pretty much everything, seems good" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "59043702-a944-4a6b-85c3-2edc662bdc0d", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "import json\n", - "\n", - "size_per_key_in_MB[\"_file_size\"] = file_size\n", - "\n", - "with open(\"branch_sizes.json\", \"w\") as f:\n", - " f.write(json.dumps(size_per_key_in_MB, sort_keys=True, indent=4))" - ] - }, - { - "cell_type": "markdown", - "id": "0ff44cf8-b1f1-4cff-898a-d8f4b4082c19", - "metadata": {}, - "source": [ - "## sort branches, find branches to hit 10% read" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "e9488120-4dc6-4725-ad82-69285e0f4dba", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "AnalysisJetsAuxDyn.EnergyPerSampling: 1.56%\n", - "AnalysisJetsAuxDyn.SumPtTrkPt500: 1.49%\n", - "AnalysisJetsAuxDyn.TrackWidthPt1000: 0.83%\n", - "AnalysisJetsAuxDyn.NumTrkPt500: 0.49%\n", - "AnalysisJetsAuxDyn.NumTrkPt1000: 0.36%\n", - "AnalysisJetsAuxDyn.SumPtChargedPFOPt500: 0.30%\n", - "AnalysisJetsAuxDyn.Timing: 0.23%\n", - "AnalysisJetsAuxDyn.JetConstitScaleMomentum_eta: 0.23%\n", - "AnalysisJetsAuxDyn.ActiveArea4vec_eta: 0.23%\n", - "AnalysisJetsAuxDyn.DetectorEta: 0.23%\n", - "AnalysisJetsAuxDyn.eta: 0.23%\n", - "AnalysisJetsAuxDyn.JetConstitScaleMomentum_phi: 0.23%\n", - "AnalysisJetsAuxDyn.ActiveArea4vec_phi: 0.23%\n", - "AnalysisJetsAuxDyn.phi: 0.23%\n", - "AnalysisJetsAuxDyn.JetConstitScaleMomentum_m: 0.22%\n", - "AnalysisJetsAuxDyn.JetConstitScaleMomentum_pt: 0.22%\n", - "AnalysisJetsAuxDyn.Width: 0.22%\n", - "AnalysisJetsAuxDyn.EMFrac: 0.22%\n", - "AnalysisJetsAuxDyn.pt: 0.22%\n", - "AnalysisJetsAuxDyn.m: 0.22%\n", - "AnalysisJetsAuxDyn.ActiveArea4vec_m: 0.21%\n", - "AnalysisJetsAuxDyn.ActiveArea4vec_pt: 0.21%\n", - "AnalysisJetsAuxDyn.DFCommonJets_QGTagger_TracksWidth: 0.19%\n", - "AnalysisJetsAuxDyn.JVFCorr: 0.17%\n", - "AnalysisJetsAuxDyn.DFCommonJets_QGTagger_TracksC1: 0.17%\n", - "AnalysisJetsAuxDyn.PSFrac: 0.17%\n", - "AnalysisJetsAuxDyn.DFCommonJets_QGTagger_NTracks: 0.07%\n", - "AnalysisJetsAuxDyn.DFCommonJets_fJvt: 0.07%\n", - "AnalysisJetsAuxDyn.PartonTruthLabelID: 0.06%\n", - "AnalysisJetsAuxDyn.HadronConeExclExtendedTruthLabelID: 0.04%\n", - "AnalysisJetsAuxDyn.ConeTruthLabelID: 0.04%\n", - "AnalysisJetsAuxDyn.HadronConeExclTruthLabelID: 0.04%\n", - "AnalysisElectronsAuxDyn.truthParticleLink: 0.04%\n", - "AnalysisElectronsAuxDyn.firstEgMotherTruthParticleLink: 0.04%\n", - "AnalysisMuonsAuxDyn.momentumBalanceSignificance: 0.04%\n", - "AnalysisMuonsAuxDyn.topoetcone20_CloseByCorr: 0.04%\n", - "AnalysisMuonsAuxDyn.scatteringCurvatureSignificance: 0.04%\n", - "AnalysisMuonsAuxDyn.neflowisol20_CloseByCorr: 0.04%\n", - "AnalysisMuonsAuxDyn.scatteringNeighbourSignificance: 0.04%\n", - "AnalysisMuonsAuxDyn.topoetcone20: 0.04%\n", - "AnalysisMuonsAuxDyn.topoetcone30: 0.04%\n", - "AnalysisMuonsAuxDyn.topoetcone40: 0.04%\n" - ] - } - ], - "source": [ - "import pathlib\n", - "\n", - "size_per_key_in_MB = json.loads(pathlib.Path(\"branch_sizes.json\").read_text())\n", - "file_size = size_per_key_in_MB[\"_file_size\"]\n", - "\n", - "list_of_branches_to_read = []\n", - "size_of_branches = 0\n", - "\n", - "# veto the metadata branch and also possibly problematic ones that could vary a lot across files\n", - "branches_to_veto = [\"_file_size\", \"AnalysisJetsAuxDyn.GhostTrack\", \"AnalysisJetsAuxDyn.btaggingLink\"] #, \"HLTNav_Summary_DAODSlimmedAuxDyn.decisions\", \"InDetTrackParticlesAuxDyn.definingParametersCovMatrixOffDiag\"]\n", - "\n", - "for k, v in reversed(sorted(size_per_key_in_MB.items(), key=lambda it: it[1])):\n", - " # only keep branches relating to specific physics objects\n", - " if not any([vv in k for vv in [\"AnalysisJetsAuxDyn\", \"AnalysisElectronsAuxDyn\", \"AnalysisMuonsAuxDyn\"]]):\n", - " continue\n", - " \n", - " if k in branches_to_veto:\n", - " continue\n", - "\n", - " list_of_branches_to_read.append(k)\n", - " size_of_branches += v\n", - " if size_of_branches / file_size > 0.10: # target: 25%\n", - " break\n", - "\n", - "for b in list_of_branches_to_read:\n", - " print(f\"{b}: {size_per_key_in_MB[b] / file_size:.2%}\")" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "c6e69ed1-124a-4391-8911-01674d988ff1", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "['AnalysisJetsAuxDyn.EnergyPerSampling',\n", - " 'AnalysisJetsAuxDyn.SumPtTrkPt500',\n", - " 'AnalysisJetsAuxDyn.TrackWidthPt1000',\n", - " 'AnalysisJetsAuxDyn.NumTrkPt500',\n", - " 'AnalysisJetsAuxDyn.NumTrkPt1000',\n", - " 'AnalysisJetsAuxDyn.SumPtChargedPFOPt500',\n", - " 'AnalysisJetsAuxDyn.Timing',\n", - " 'AnalysisJetsAuxDyn.JetConstitScaleMomentum_eta',\n", - " 'AnalysisJetsAuxDyn.ActiveArea4vec_eta',\n", - " 'AnalysisJetsAuxDyn.DetectorEta',\n", - " 'AnalysisJetsAuxDyn.eta',\n", - " 'AnalysisJetsAuxDyn.JetConstitScaleMomentum_phi',\n", - " 'AnalysisJetsAuxDyn.ActiveArea4vec_phi',\n", - " 'AnalysisJetsAuxDyn.phi',\n", - " 'AnalysisJetsAuxDyn.JetConstitScaleMomentum_m',\n", - " 'AnalysisJetsAuxDyn.JetConstitScaleMomentum_pt',\n", - " 'AnalysisJetsAuxDyn.Width',\n", - " 'AnalysisJetsAuxDyn.EMFrac',\n", - " 'AnalysisJetsAuxDyn.pt',\n", - " 'AnalysisJetsAuxDyn.m',\n", - " 'AnalysisJetsAuxDyn.ActiveArea4vec_m',\n", - " 'AnalysisJetsAuxDyn.ActiveArea4vec_pt',\n", - " 'AnalysisJetsAuxDyn.DFCommonJets_QGTagger_TracksWidth',\n", - " 'AnalysisJetsAuxDyn.JVFCorr',\n", - " 'AnalysisJetsAuxDyn.DFCommonJets_QGTagger_TracksC1',\n", - " 'AnalysisJetsAuxDyn.PSFrac',\n", - " 'AnalysisJetsAuxDyn.DFCommonJets_QGTagger_NTracks',\n", - " 'AnalysisJetsAuxDyn.DFCommonJets_fJvt',\n", - " 'AnalysisJetsAuxDyn.PartonTruthLabelID',\n", - " 'AnalysisJetsAuxDyn.HadronConeExclExtendedTruthLabelID',\n", - " 'AnalysisJetsAuxDyn.ConeTruthLabelID',\n", - " 'AnalysisJetsAuxDyn.HadronConeExclTruthLabelID',\n", - " 'AnalysisElectronsAuxDyn.truthParticleLink',\n", - " 'AnalysisElectronsAuxDyn.firstEgMotherTruthParticleLink',\n", - " 'AnalysisMuonsAuxDyn.momentumBalanceSignificance',\n", - " 'AnalysisMuonsAuxDyn.topoetcone20_CloseByCorr',\n", - " 'AnalysisMuonsAuxDyn.scatteringCurvatureSignificance',\n", - " 'AnalysisMuonsAuxDyn.neflowisol20_CloseByCorr',\n", - " 'AnalysisMuonsAuxDyn.scatteringNeighbourSignificance',\n", - " 'AnalysisMuonsAuxDyn.topoetcone20',\n", - " 'AnalysisMuonsAuxDyn.topoetcone30',\n", - " 'AnalysisMuonsAuxDyn.topoetcone40']" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "list_of_branches_to_read" - ] - }, - { - "cell_type": "markdown", - "id": "ffecbf16-cff4-4e0c-bc1e-503fa3b68b21", - "metadata": { - "tags": [] - }, - "source": [ - "## sanity check: load file again, read these branches, ensure we hit the right fraction of the file" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "406c0db6-fd19-46ea-a2af-902596035377", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "0.831569 56.42101\n" - ] - } - ], - "source": [ - "t = uproot.open({fname: \"CollectionTree\"})\n", - "\n", - "cur_size_in_MB = t.file.source.num_requested_bytes/1000**2 # non-zero at the start (some metadata read)\n", - "\n", - "t.arrays(list_of_branches_to_read)\n", - "\n", - "new_size_in_MB = t.file.source.num_requested_bytes/1000**2\n", - "print(cur_size_in_MB, new_size_in_MB)" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "178e4e92-a548-470f-a67c-494bb71f9692", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "0.10016207482179346" - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "(new_size_in_MB - cur_size_in_MB) / file_size" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.12" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -}