ATLAS Offline Software
JetHistoTools.py
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1 # Copyright (C) 2002-2021 CERN for the benefit of the ATLAS collaboration
2 
3 from JetMonitoring.JetMonitoringConf import JetKinematicHistos, HistosForJetSelection, LeadingJetsRelations, EfficiencyResponseHistos
4 
5 
6 from JetMonitoring.JetHistoManager import jetHistoManager as jhm
7 from JetMonitoring.JetAttributeHistoManager import attributeHistoManager
8 from JetMonitoring.HistoDefinitionHelpers import createHistoDefTool as hdef
9 
10 # The dict below defines default specification to plot Jet attributes.
11 # Specifications are given in a 1-line compact format.
12 # They are then automatically converted to proper JetAttributeHisto tools below.
13 compactSpecification = {
14 
15  # 1D Histo format is
16  # "histoname" : ( binning, attributeInfo )
17  # where
18  # - binning is ("title;labelx;labely", nbins, xlow, xup) as in TH1 ctor
19  # - attributeInfo is ("attribute", "attribute type") or ("attribute", "attribute type", "gev")
20  #
21 
22 #
23 # Jet moments added from https://twiki.cern.ch/twiki/bin/viewauth/AtlasProtected/Run2JetMoments/
24 #
25 
26  #newly added Substructure variables:
27  "DetectorEta" : (("DetectorEta;DetectorEta;",100,-5,5),("DetectorEta","float")),
28  "NTrimSubjets" : (("NTrimSubjets;NTrimSubjets;",20,0,20),("NTrimSubjets","int")),
29  "TrackSumPt" : (("TrackSumPt;TrackSumPt;",80,0,8000),("TrackSumPt","float")),
30  "TrackSumMass" : (("TrackSumMass;TrackSumMass;",100,0,10000),("TrackSumMass","float")),
31  "Qw" : (("Qw;Qw;",100,0,100000),("Qw","float")),
32  "KtDR" : (("KtDR;KtDR;",100,0,10),("KtDR","float")),
33 #
34  "Tau1" : (("Tau1;Tau1;",100,0,1.0),("Tau1","float")),
35  "Tau2" : (("Tau2;Tau2;",100,0,1.0),("Tau2","float")),
36  "Tau3" : (("Tau3;Tau3;",100,0,1.0),("Tau3","float")),
37  "Tau1_wta" : (("Tau1_wta;Tau1_wta;",100,0,1.0),("Tau1_wta","float")),
38  "Tau2_wta" : (("Tau2_wta;Tau2_wta;",100,0,1.0),("Tau2_wta","float")),
39  "Tau3_wta" : (("Tau3_wta;Tau3_wta;",100,0,1.0),("Tau3_wta","float")),
40  "Tau21" : (("Tau21;Tau21;",100,0,1.0),("Tau21","float")),
41  "Tau32" : (("Tau32;Tau32;",100,0,1.0),("Tau32","float")),
42  "Tau21_wta" : (("Tau21_wta;Tau21_wta;",100,0,1.0),("Tau21_wta","float")),
43  "Tau32_wta" : (("Tau32_wta;Tau32_wta;",100,0,1.0),("Tau32_wta","float")),
44 #
45  "Dip12" : (("Dip12;Dip12;",100,-1,2),("Dip12","float")),
46  "Dip13" : (("Dip13;Dip13;",100,-1,2),("Dip13","float")),
47  "Dip23" : (("Dip23;Dip23;",100,-1,2),("Dip23","float")),
48  "DipExcl12" : (("DipExcl12;DipExcl12;",100,-1,2),("DipExcl12","float")),
49 #
50  "Split12" : (("Split12;Split12;",100,0,70000),("Split12","float")),
51  "Split23" : (("Split23;Split23;",60,0,24000),("Split23","float")),
52  "Split34" : (("Split34;Split34;",100,0,10000),("Split34","float")),
53 #
54  "ZCut12" : (("ZCut12;ZCut12;",100,0,1.0),("ZCut12","float")),
55  "ZCut23" : (("ZCut23;ZCut23;",100,0,1.0),("ZCut23","float")),
56  "ZCut34" : (("ZCut34;ZCut34;",100,0,1.0),("ZCut34","float")),
57 #
58  "Angularity" : (("Angularity;Angularity;",50,-.1,.1), ("Angularity","float")),
59 #
60  "PlanarFlow" : (("PlanarFlow;PlanarFlow;",100,-1,1.1),("PlanarFlow","float")),
61 #
62  "Mu12" : (("Mu12;Mu12;",100,0,1.0),("Mu12","float")),
63 #
64  "ECF1" : (("ECF1;ECF1;",50,0,200000),("ECF1","float")),
65  "ECF2" : (("ECF2;ECF2;",100,0,2e10),("ECF2","float")),
66  "ECF3" : (("ECF3;ECF3;",100,0,1e14),("ECF3","float")),
67  "ECF1_Beta2" : (("ECF1_Beta2;ECF1_Beta2;",100,-1,1),("ECF1_Beta2","float")),
68  "ECF2_Beta2" : (("ECF2_Beta2;ECF2_Beta2;",100,-1,1),("ECF2_Beta2","float")),
69  "ECF3_Beta2" : (("ECF3_Beta2;ECF3_Beta2;",100,-1,1),("ECF3_Beta2","float")),
70 #
71  "C1" : (("C1;C1;",100,-1,1), ("C1","float")),
72  "C2" : (("C2;C2;",100,-1,1), ("C2","float")),
73  "D2" : (("D2;D2;",100, 0,10), ("D2","float")),
74  "C1_Beta2" : (("C1;C1;",100,-1,1), ("C1","float")),
75  "C2_Beta2" : (("C2_Beta2;C2_Beta2;",100,-1,1), ("C2_Beta2","float")),
76  "D2_Beta2" : (("D2_Beta2;D2_Beta2;",100,-1,1), ("D2_Beta2","float")),
77 #
78  "ThrustMin" : (("ThrustMin;ThrustMin;",100,-1,2),("ThrustMin","float")),
79  "ThrustMaj" : (("ThrustMaj;ThrustMaj;",100,-1,2),("ThrustMaj","float")),
80  "FoxWolfram0" : (("FoxWolfram0;FoxWolfram0;",100,-1,1),("FoxWolfram0","float")),
81  "FoxWolfram1" : (("FoxWolfram0;FoxWolfram1;",100,-1,1),("FoxWolfram1","float")),
82  "FoxWolfram2" : (("FoxWolfram0;FoxWolfram2;",100,-1,1),("FoxWolfram2","float")),
83  "FoxWolfram3" : (("FoxWolfram0;FoxWolfram3;",100,-1,1),("FoxWolfram3","float")),
84  "FoxWolfram4" : (("FoxWolfram0;FoxWolfram4;",100,-1,1),("FoxWolfram4","float")),
85  "Sphericity" : (("Sphericity;Sphericity;",100,0,1),("Sphericity","float")),
86  "Aplanarity" : (("Aplanarity;Aplanarity;",100,0,1),("Aplanarity","float")),
87 #
88  "PullMag" : (("PullMag;PullMag;",100,0,100),("PullMag","float")),
89  "PullPhi" : (("PullPhi;PullPhi;",100,-6.3,6.3),("PullPhi","float")),
90  "Pull_C00" : (("Pull_C00;Pull_C00;",100,-1,1),("Pull_C00","float")),
91  "Pull_C01" : (("Pull_C01;Pull_C01;",100,-1,1),("Pull_C01","float")),
92  "Pull_C10" : (("Pull_C10;Pull_C10;",100,-1,1),("Pull_C10","float")),
93  "Pull_C11" : (("Pull_C11;Pull_C11;",100,-1,1),("Pull_C11","float")),
94 #
95  "Charge" : (("Charge;Charge;",100,-2,2),("Charge","float")),
96 #
97  "ShowerDeconstructionW": (("ShowerDeconstructionW;ShowerDeconstructionW;",100,-100,100),("ShowerDeconstructionW","float")),
98  "ShowerDeconstructionTop": (("ShowerDeconstructionTop;ShowerDeconstructionTop;",100,-100,100),("ShowerDeconstructionTop","float")),
99 #
100  "Volatility" : (("Volatility;Volatility;",100,-100,100),("Volatility","float")),
101 #
102  "pt" : (("Jet Pt;Pt [MeV];", 100, 0, 200) , ("pt","float","gev" ) ),
103  "Width" : (("Jet Width;Width;", 50, 0, 1.0) , ("Width","float" ) ),
104  "Width15" : (("Jet Width;Width;", 50, 0, 1.5) , ("Width","float" ) ),
105  "EMFrac" : (("EM Fraction;EM fraction;", 50, -0.1, 1.4), ("EMFrac", "float") ),
106  "HECFrac" : (("HEC Fraction;HEC fraction;", 50, -0.1, 1.4), ("HECFrac", "float") ),
107  "Timing" : (("Jet Time info;Time;", 40, -20, 20) , ("Timing", "float") ),
108  "NegativeE" : (("Negative E in Jet;Energy;", 80, -10, 0), ("NegativeE", "float", "gev") ),
109  "LArQuality" : (("LAr quality;Energy;", 50, -0.4, 1.2), ("LArQuality", "float") ),
110 
111  "GhostTruthCount" : (("Number of associate truth part;Number;", 60,0,60) , ("GhostTruthCount", "int")),
112  "GhostTruthAssociationFraction" : (("Fraction of associated truth particles from a matched truth jet jet;GhostTruthAssociationFraction;", 50,0,1.) , ("GhostTruthAssociationFraction", "float")),
113  "GhostTrackCount" : (("Number of associate tracks;Number;", 60,0,60), ("GhostTrackCount", "int") ),
114  "GhostMuonSegmentCount" : (("Number of associated muon segments;Number;", 60,0,60), ("GhostMuonSegmentCount", "int") ),
115  "JVF" : (("Jet Vertex Fraction;JVF;", 60,0,1.2), ("JVF", "vector<float>") ),
116  "JVF[0]" : (("Jet Vertex Fraction;JVF;", 60,0,1.2), ("JVF[0]", "vector<float>") ),
117  'JVFCorr' : (("Jet JVT JVFCorr;;", 120, -1.2, 1.2) , ("JVFCorr","float" ) ),
118  'Jvt' : (("Jet JVT;;", 70, -0.2, 1.2) , ("Jvt","float" ) ),
119  'JvtRpt' : (("Jet JVT Rpt;;", 75, 0, 1.5) , ("JvtRpt","float" ) ),
120  "SumPtTrkPt500" : (("Sum Pt of all tracks above 0.5 GeV:SumPt(p_{T}>0.5 GeV);", 100,0,200), ("SumPtTrkPt500", "vector<float>", "gev") ),
121  "SumPtTrkPt500[0]" : (("Sum Pt of tracks from PV0 above 0.5 GeV:SumPt(p_{T}>0.5 GeV);", 100,0,200), ("SumPtTrkPt500[0]", "vector<float>", "gev") ),
122  "NumTrkPt500[0]" : (("Number of tracks from PV0 above 0.5 GeV:N_{tracks}(p_{T}>0.5 GeV);", 100,0,100), ("NumTrkPt500[0]", "vector<int>") ),
123  "NumTrkPt1000[0]" : (("Number of all tracks above 1 GeV:N_{tracks}(p_{T}>1 GeV);", 100,0,100), ("NumTrkPt1000[0]", "vector<int>") ),
124  "TrackWidthPt1000[0]": (("Width from tracks from PV0 above 1 GeV:Track Width(p_{T}>1 GeV);", 75,0.,1.5), ("TrackWidthPt1000[0]", "vector<float>") ),
125  "SumPtChargedPFOPt500" : (("Sum Pt of all charged PFOs above 0.5 GeV:SumPt chargedPFO(p_{T}>0.5 GeV);", 100,0,200), ("SumPtChargedPFOPt500", "vector<float>", "gev") ),
126  "SumPtChargedPFOPt500[0]" : (("Sum Pt of all charged PFOs from PV0 above 0.5 GeV:SumPt(p_{T}>0.5 GeV);", 100,0,200), ("SumPtChargedPFOPt500[0]", "vector<float>", "gev") ),
127  "NumChargedPFOPt500[0]" : (("Number of charged PFOs from PVO above 0.5 GeV:N_{charged PFO}(p_{T}>0.5 GeV);", 100,0,100), ("NumChargedPFOPt500[0]", "vector<int>") ),
128  "NumChargedPFOPt1000[0]" :(("Number of charged PFOs from PVO above 1 GeV:N_{charged PFO}(p_{T}>1 GeV);", 100,0,100), ("NumChargedPFOPt1000[0]", "vector<int>") ),
129  "ChargedPFOWidthPt1000[0]": (("Width from charged PFOs from PV0 above 1 GeV:Charged PFO Width(p_{T}>1 GeV);", 75,0.,1.5), ("ChargedPFOWidthPt1000[0]", "vector<float>") ),
130  "ActiveArea" : (("Active Area;Area;", 80, 0, 0.8), ("ActiveArea", "float") ),
131  "ActiveArea15" : (("Active Area;Area;", 80, 0, 1.5), ("ActiveArea", "float") ),
132  "BchCorrDotx" : (("BchCorrDotx:BchCorrDotx;",50,0,1), ("BchCorrDotx", "float") ),
133  "BchCorrCell" : (("BchCorrCell:BchCorrCell;",50,0,1), ("BchCorrCell", "float") ),
134 
135  "AverageLArQF" : (("Average LAr QF;AverageLArQF;",100,0, 65535), ("AverageLArQF", "float") ),
136  "HECQuality" : (("HEC Quality;HEC Quality;",50,-0.1, 1.4), ("HECQuality", "float") ),
137  "FracSamplingMax" : (("FracSamplingMax; FracSamplingMax;",50,-0.1, 1.2), ("FracSamplingMax", "float") ),
138  # binning optimisation from Emma Tolley
139  #"FracSamplingMaxIndex" : (("FracSamplingMaxIndex; FracSamplingMaxIndex;",23,0,23), ("FracSamplingMaxIndex", "int") ),
140  "FracSamplingMaxIndex" : (("FracSamplingMaxIndex; FracSamplingMaxIndex;",24,0,24), ("FracSamplingMaxIndex", "int") ),
141  # binning optimisation from Emma Tolley
142  #"N90Constituents" : (("N90Constituents; N90Constituents;",50,0,10), ("N90Constituents", "float") ),
143  "N90Constituents" : (("N90Constituents; N90Constituents;",15,0,15), ("N90Constituents", "float") ),
144  "CentroidR" : (("CentroidR; CentroidR;",100,0,7500), ("CentroidR", "float") ),
145  "OotFracClusters5" : (("OotFracClusters5; OotFracClusters5;",50,-0.1,1.2), ("OotFracClusters5", "float") ),
146  "OotFracClusters10": (("OotFracClusters10; OotFracClusters10;",50,-0.1,1.2), ("OotFracClusters10", "float") ),
147  #CBG
148  "ptN" : (("Jet Pt;Pt [GeV];", 250, 0., 5000.) , ("pt","float","gev" ) ),
149  "LeadingClusterCenterLambda": (("LeadingClusterCenterLambda; LeadingClusterCenterLambda;",100,0.,10000.), ("LeadingClusterCenterLambda", "float") ),
150  "LeadingClusterSecondLambda": (("LeadingClusterSecondLambda; LeadingClusterSecondLambda;",100,0.,10000.), ("LeadingClusterSecondLambda", "float") ),
151  # binning optimisation from Emma Tolley
152  #"LeadingClusterSecondR": (("LeadingClusterSecondR; LeadingClusterSecondR;",100,0.,1000.), ("LeadingClusterSecondR", "float") ),
153  "LeadingClusterSecondR": (("LeadingClusterSecondR; LeadingClusterSecondR;",100,0.,100000.), ("LeadingClusterSecondR", "float") ),
154  #"CHF": (("SumPtTrkPt500/pT; SumPtTrkPt500/pT;",50,-1.,1.2), ("chf", "vector<float>", "gev") ),
155  #"CHF[0]": (("SumPtTrkPt500/pT; SumPtTrkPt500/pT;",50,-1.,1.2), ("chf[0]", "vector<float>", "gev") ),
156  #CBG
157  #
158 
159  #New PFlow Variables
160  "DFCommonJets_QGTagger_NTracks": (("DFCommonJets_QGTagger_NTracks; DFCommonJets_QGTagger_NTracks;",30,0.,30.), ("DFCommonJets_QGTagger_NTracks", "int") ),
161  "DFCommonJets_QGTagger_TracksWidth": (("DFCommonJets_QGTagger_TracksWidth; DFCommonJets_QGTagger_TracksWidth;",16,-1.1,0.5), ("DFCommonJets_QGTagger_TracksWidth", "float") ),
162  "DFCommonJets_QGTagger_TracksC1": (("DFCommonJets_QGTagger_TracksC1; DFCommonJets_QGTagger_TracksC1;",16,-1.1,0.5), ("DFCommonJets_QGTagger_TracksC1", "float") ),
163  "DFCommonJets_fJvt": (("DFCommonJets_fJvt; DFCommonJets_fJvt;",23,0.,2.3), ("DFCommonJets_fJvt", "float") ),
164  #RG and ZG
165  "rg": (("rg; rg;",29,-1.2,1.7), ("rg", "float") ),
166  "zg": (("zg; zg;",19,-1.2,0.7), ("zg", "float") ),
167 
168  #Variables for track jets
169  "HadronConeExclTruthLabelID": (("HadronConeExclTruthLabelID; HadronConeExclTruthLabelID;", 150, -100.5, 49.5), ("HadronConeExclTruthLabelID", "int") ),
170  "HadronConeExclExtendedTruthLabelID": (("HadronConeExclExtendedTruthLabelID; HadronConeExclExtendedTruthLabelID; ;", 150, -100.5, 49.5), ("HadronConeExclExtendedTruthLabelID", "int")),
171  "HadronGhostTruthLabelID": (("HadronGhostTruthLabelID; HadronGhostTruthLabelID;", 150, -100.5, 49.5), ("HadronGhostTruthLabelID", "int")),
172  "HadronGhostExtendedTruthLabelID": (("HadronGhostExtendedTruthLabelID; HadronGhostExtendedTruthLabelID;", 150, -100.5, 49.5), ("HadronGhostExtendedTruthLabelID", "int")),
173 
174  # 2D Histo format is
175  # "histoname" : ( binning, attributeInfo1, attributeInfo2 )
176  # where
177  # - binning is ("title;labelx;labely", nbins, xlow, xup, nbinsy, ylow, yup) as in TH2 ctor
178  # - attributeInfo is ("attribute", "attribute type") or ("attribute", "attribute type", "gev")
179 
180  }
181 
182 # then fill the pers calo sampling attributes one by one :
183 caloSamples =["PreSamplerB", "EMB1", "EMB2", "EMB3", "PreSamplerE", "EME1", "EME2", "EME3", "HEC0", "HEC1", "HEC2", "HEC3", "TileBar0", "TileBar1", "TileBar2", "TileGap1", "TileGap2", "TileGap3", "TileExt0", "TileExt1", "TileExt2", "FCAL0", "FCAL1", "FCAL2", ]
184 for i,c in enumerate(caloSamples):
185  compactSpecification[ c ] = ( ("Energy in "+c+";Energy(GeV);",100,-10,1000), ("EnergyPerSampling[%d]"%(i,), "vector<float>", "gev"))
186 
187 
188 # Translate the above specifications into proper histo tools
189 # and add them to jhm
190 attributeHistoManager.buildKnownTools(compactSpecification)
191 
192 
193 # Jet histogramming tools
194 jhm.addTool( JetKinematicHistos("allkinematics",PlotOccupancy=True, PlotAveragePt=True, PlotNJet=True , PlotNConstit = True) )
195 jhm.addTool( JetKinematicHistos("basickinematics") )
196 jhm.addTool( JetKinematicHistos("basickinematics_emscale", JetScale="JetEMScaleMomentum") )
197 jhm.addTool( JetKinematicHistos("basickinematics_constscale", JetScale="JetConstitScaleMomentum") )
198 
199 jhm.addTool( LeadingJetsRelations("leadingjetrel",
200  HistoDef = [
201  hdef('ljrDeltaEta', "#Delta #eta (lead, sublead);#Delta#eta;Entries",100,-10,10 ),
202  hdef('ljrDeltaPhi', "#Delta #Phi (lead, sublead);#Delta#Phi;Entries",100,0,3.142 ),
203  hdef('ljrDeltaR', "#Delta R (lead, sublead);#Delta R;Entries",100,0,10 ),
204  hdef('ljrFrac', "(sublead Pt)/(lead Pt);ratio;Entries",100,0,1. ),
205 
206  #hdef('ljrEta1Eta2', "sublead #eta vs lead #eta;lead #eta;sublead #eta",100,-5,5.,100,-5,5 ),
207 
208  ]
209  ) )
210 
211 jhm.addTool( EfficiencyResponseHistos("effresponse",
212  HistoDef = [
213  hdef('erhEfficiencyR1', "Jet p_{T} Efficiency #DeltaR = 0.1;p_{T}^{Truth} (GeV);Efficiency",50,0,100 ),
214  hdef('erhEfficiencyR2', "Jet p_{T} Efficiency #DeltaR = 0.2;p_{T}^{Truth} (GeV);Efficiency",50,0,100 ),
215  hdef('erhEfficiencyR3', "Jet p_{T} Efficiency #DeltaR = 0.3;p_{T}^{Truth} (GeV);Efficiency",50,0,100 ),
216 
217  hdef('erhResponse', "Jet p_{T} Response;#frac{p_{T}^{Jet} - p_{T}^{Truth}}{p_{T}^{Truth}};Number of jets",50,-1,1 ),
218  hdef('erhResponseVsEta', "Jet p_{T} Response vs #eta;#eta of jet;#frac{p_{T}^{Jet} - p_{T}^{Truth}}{p_{T}^{Truth}}",50,-5,5 ),
219  hdef('erhResponseVsPt', "Jet p_{T} Response vs p_{T};p_{T}^{Truth} of jet;#frac{p_{T}^{Jet} - p_{T}^{Truth}}{p_{T}^{Truth}}",50,0,1000 ),
220 
221  hdef('erhResponse_noShift', "Jet p_{T} Response;#frac{p_{T}^{Jet}}{p_{T}^{Truth}};Number of jets",50,0,2 ),
222  hdef('erhResponseVsEta_noShift', "Jet p_{T} Response vs #eta;#eta of jet;#frac{p_{T}^{Jet}}{p_{T}^{Truth}}",50,-5,5 ),
223  hdef('erhResponseVsPt_noShift', "Jet p_{T} Response vs p_{T};p_{T}^{Truth} of jet;#frac{p_{T}^{Jet}}{p_{T}^{Truth}}",50,0,1000 ),
224 
225  hdef('erhDeltaR', "#DeltaR between Jet and closest Truth Jet;#DeltaR;Number of jets",50,0,4 ),
226 
227  ]
228  ) )
229 
230 # Selection tools
231 jhm.addTool( HistosForJetSelection("alljets", SelectionType=0) )
232 jhm.addTool( HistosForJetSelection("leadingjet", SelectionType=1) )
233 jhm.addTool( HistosForJetSelection("subleadingjet", SelectionType=2) )
234 
235 
236 
237 
238 
239 
240 #**************************************
241 #**************************************
242 # a helper function to combine selection with histo tools.
243 def selectionAndHistos( selectType, histos, selectionName="", histoNameSuffix="",**otherArgs):
244 
245  if isinstance(selectType, str):
246  # interpret selectType as a string. For ex "20000<pt<500000" or "subleadingjet"
247  tool = jhm.tool(selectType)
248  if issubclass( tool.__class__ , HistosForJetSelection):
249  # we're done.
250  selTool = tool
251  else:
252  # assume we have or need an attribute selector
253  attSel = tool
254  if tool is None:
255  attSel = attributeHistoManager.addSelector(selectType)
256  # and we rebuild a HistosForJetSelection in any case.
257  if histoNameSuffix=="" : histoNameSuffix = attSel.getName()
258  selTool = HistosForJetSelection("hjsel_"+attSel.getName(), SelectionType=3,
259  JetSelectorTool = attSel ,
260  HistoTitleSuffix = ' ('+selectType+')',
261  HistoNameSuffix = histoNameSuffix)
262  else:
263  selTool = selectType
264 
265  if selTool is None :
266  print ("ERROR can't build histo tool for a jet selection. Uknown or wrong selection request :",selectType , selTool)
267  return None
268 
269  if selectionName != "":
270  selTool = selTool.clone(selectionName)
271 
272  interpretedTools = []
273  for h in histos:
274  if isinstance(h,str):
275  h = jhm.tool(h)
276  interpretedTools.append(h)
277 
278  selTool.HistoTools = interpretedTools
279 
280  # set other args if any:
281  for k,v in otherArgs.items():
282  setattr(selTool, k, v)
283  return selTool
284 
285 
286 
287 
JetHistoTools.selectionAndHistos
def selectionAndHistos(selectType, histos, selectionName="", histoNameSuffix="", **otherArgs)
Definition: JetHistoTools.py:243
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