ATLAS Offline Software
Functions
tauMonitorAlgorithm Namespace Reference

Functions

def tauMonitoringConfig (inputFlags, tauContainer='TauJets', **kwargs)
 

Function Documentation

◆ tauMonitoringConfig()

def tauMonitorAlgorithm.tauMonitoringConfig (   inputFlags,
  tauContainer = 'TauJets',
**  kwargs 
) 
Function to configures some algorithms in the monitoring system.

Definition at line 12 of file tauMonitorAlgorithm.py.

12 def tauMonitoringConfig(inputFlags,tauContainer='TauJets',**kwargs):
13  '''Function to configures some algorithms in the monitoring system.'''
14 
15 
16  if not (inputFlags.Common.isOnline == 'online' or inputFlags.Input.isMC):
17  kwargs.setdefault('useReadyFilterTool', True)
18  else:
19  kwargs.setdefault('useReadyFilterTool', False)
20 
21  from AthenaConfiguration.ComponentFactory import CompFactory
22  from AthenaMonitoring.BadLBFilterToolConfig import LArBadLBFilterToolCfg
23  from AthenaMonitoring.AtlasReadyFilterConfig import AtlasReadyFilterCfg
24 
25 
26 
27  # The following class will make a sequence, configure algorithms, and link
28  # them to GenericMonitoringTools
29  from AthenaMonitoring import AthMonitorCfgHelper
30  cfgHelper = AthMonitorCfgHelper(inputFlags, monName='tauMonitorAlgFamily')
31  cfg = cfgHelper.result()
32 
33  if kwargs['useReadyFilterTool'] and 'ReadyFilterTool' not in kwargs:
34  readyFilterTool = cfg.popToolsAndMerge(AtlasReadyFilterCfg(inputFlags))
35  kwargs['ReadyFilterTool'] = readyFilterTool
36 
37 
38 
44 
45 
46  tauMonitorAlgorithm = CompFactory.tauMonitorAlgorithm
47  tauMonAlgBA = cfgHelper.addAlgorithm( tauMonitorAlgorithm, name='tauMonAlgBA', addFilterTools = [LArBadLBFilterToolCfg(inputFlags)])
48  tauMonAlgCR = cfgHelper.addAlgorithm( tauMonitorAlgorithm, name='tauMonAlgCR', addFilterTools = [LArBadLBFilterToolCfg(inputFlags)])
49  tauMonAlgEC = cfgHelper.addAlgorithm( tauMonitorAlgorithm, name='tauMonAlgEC', addFilterTools = [LArBadLBFilterToolCfg(inputFlags)])
50  tauMonAlgGlobal = cfgHelper.addAlgorithm( tauMonitorAlgorithm, name='tauMonAlgGlobal', addFilterTools = [LArBadLBFilterToolCfg(inputFlags)])
51  tauMonAlgTauTrig1 = cfgHelper.addAlgorithm( tauMonitorAlgorithm, name='tauMonAlgTauTrig1', addFilterTools = [LArBadLBFilterToolCfg(inputFlags)])
52  tauMonAlgTauTrig2 = cfgHelper.addAlgorithm( tauMonitorAlgorithm, name='tauMonAlgTauTrig2', addFilterTools = [LArBadLBFilterToolCfg(inputFlags)])
53  tauMonAlgTauTrig3 = cfgHelper.addAlgorithm( tauMonitorAlgorithm, name='tauMonAlgTauTrig3', addFilterTools = [LArBadLBFilterToolCfg(inputFlags)])
54  tauMonAlgTauTrig4 = cfgHelper.addAlgorithm( tauMonitorAlgorithm, name='tauMonAlgTauTrig4', addFilterTools = [LArBadLBFilterToolCfg(inputFlags)])
55  tauMonAlgTauTrig5 = cfgHelper.addAlgorithm( tauMonitorAlgorithm, name='tauMonAlgTauTrig5', addFilterTools = [LArBadLBFilterToolCfg(inputFlags)])
56  tauMonAlgTauTrig6 = cfgHelper.addAlgorithm( tauMonitorAlgorithm, name='tauMonAlgTauTrig6', addFilterTools = [LArBadLBFilterToolCfg(inputFlags)])
57  tauMonAlgTauTrig7 = cfgHelper.addAlgorithm( tauMonitorAlgorithm, name='tauMonAlgTauTrig7', addFilterTools = [LArBadLBFilterToolCfg(inputFlags)])
58  tauMonAlgTauTrig8 = cfgHelper.addAlgorithm( tauMonitorAlgorithm, name='tauMonAlgTauTrig8', addFilterTools = [LArBadLBFilterToolCfg(inputFlags)])
59  tauMonAlgEleTrig = cfgHelper.addAlgorithm( tauMonitorAlgorithm, name='tauMonAlgEleTrig', addFilterTools = [LArBadLBFilterToolCfg(inputFlags)])
60  tauMonAlgJetTrig = cfgHelper.addAlgorithm( tauMonitorAlgorithm, name='tauMonAlgJetTrig', addFilterTools = [LArBadLBFilterToolCfg(inputFlags)])
61 
62 
63 
64 
70 
71  tauMonAlgTauTrig1.TriggerChain = "HLT_tau25_mediumGNTau_L1eTAU20"
72  tauMonAlgTauTrig2.TriggerChain = "HLT_tau25_mediumGNTau_L1cTAU20M"
73  tauMonAlgTauTrig3.TriggerChain = "HLT_tau160_mediumGNTau_L1eTAU140"
74  tauMonAlgTauTrig4.TriggerChain = "HLT_tau35_mediumGNTau_tau25_mediumGNTau_03dRAB30_L1cTAU30M_2cTAU20M_DR-eTAU30eTAU20-jJ55"
75  tauMonAlgTauTrig5.TriggerChain = "HLT_tau35_mediumGNTau_tau25_mediumGNTau_03dRAB_L1cTAU30M_2cTAU20M_4jJ30p0ETA25"
76  tauMonAlgTauTrig6.TriggerChain = "HLT_tau40_mediumGNTau_tau35_mediumGNTau_03dRAB_L1cTAU35M_2cTAU30M_2jJ55_3jJ50"
77  tauMonAlgTauTrig7.TriggerChain = "HLT_tau80_mediumGNTau_tau35_mediumGNTau_03dRAB30_L1eTAU80_2cTAU30M_DR-eTAU30eTAU20"
78  tauMonAlgTauTrig8.TriggerChain = "HLT_tau80_mediumGNTau_tau60_mediumGNTau_03dRAB_L1eTAU80_2eTAU60"
79 
80 
81  tauMonAlgEleTrig.TriggerChain = "HLT_e[2-9][0-9]_.*"
82  tauMonAlgJetTrig.TriggerChain = "HLT_j[2-9][0-9]_.*"
83 
84  tauMonAlgBA.TauRecContainer = tauContainer
85  tauMonAlgBA.etaMin = -1.
86  tauMonAlgBA.etaMax = 1.3
87  tauMonAlgCR.TauRecContainer = tauContainer
88  tauMonAlgCR.etaMin = 1.3
89  tauMonAlgCR.etaMax = 1.7
90  tauMonAlgEC.TauRecContainer = tauContainer
91  tauMonAlgEC.etaMin = 1.7
92  tauMonAlgEC.etaMax = 3.5
93  tauMonAlgGlobal.TauRecContainer = tauContainer
94  tauMonAlgGlobal.etaMin = -100
95  tauMonAlgGlobal.etaMax = 100
96  tauMonAlgTauTrig1.TauRecContainer = tauContainer
97  tauMonAlgTauTrig1.etaMin = -100
98  tauMonAlgTauTrig1.etaMax = 100
99  tauMonAlgTauTrig2.TauRecContainer = tauContainer
100  tauMonAlgTauTrig2.etaMin = -100
101  tauMonAlgTauTrig2.etaMax = 100
102  tauMonAlgTauTrig3.TauRecContainer = tauContainer
103  tauMonAlgTauTrig3.etaMin = -100
104  tauMonAlgTauTrig3.etaMax = 100
105  tauMonAlgTauTrig4.TauRecContainer = tauContainer
106  tauMonAlgTauTrig4.etaMin = -100
107  tauMonAlgTauTrig4.etaMax = 100
108  tauMonAlgTauTrig5.TauRecContainer = tauContainer
109  tauMonAlgTauTrig5.etaMin = -100
110  tauMonAlgTauTrig5.etaMax = 100
111  tauMonAlgTauTrig6.TauRecContainer = tauContainer
112  tauMonAlgTauTrig6.etaMin = -100
113  tauMonAlgTauTrig6.etaMax = 100
114  tauMonAlgTauTrig7.TauRecContainer = tauContainer
115  tauMonAlgTauTrig7.etaMin = -100
116  tauMonAlgTauTrig7.etaMax = 100
117  tauMonAlgTauTrig8.TauRecContainer = tauContainer
118  tauMonAlgTauTrig8.etaMin = -100
119  tauMonAlgTauTrig8.etaMax = 100
120 
121  tauMonAlgEleTrig.TauRecContainer = tauContainer
122  tauMonAlgEleTrig.etaMin = -100
123  tauMonAlgEleTrig.etaMax = 100
124  tauMonAlgJetTrig.TauRecContainer = tauContainer
125  tauMonAlgJetTrig.etaMin = -100
126  tauMonAlgJetTrig.etaMax = 100
127 
128  tauMonAlgBA.kinGroupName = 'tauMonKinGroupBA'
129  tauMonAlgCR.kinGroupName = 'tauMonKinGroupCR'
130  tauMonAlgEC.kinGroupName = 'tauMonKinGroupEC'
131  tauMonAlgGlobal.kinGroupName = 'tauMonKinGroupGlobal'
132  tauMonAlgTauTrig1.kinGroupName = 'tauMonKinGroupTauTrig1'
133  tauMonAlgTauTrig2.kinGroupName = 'tauMonKinGroupTauTrig2'
134  tauMonAlgTauTrig3.kinGroupName = 'tauMonKinGroupTauTrig3'
135  tauMonAlgTauTrig4.kinGroupName = 'tauMonKinGroupTauTrig4'
136  tauMonAlgTauTrig5.kinGroupName = 'tauMonKinGroupTauTrig5'
137  tauMonAlgTauTrig6.kinGroupName = 'tauMonKinGroupTauTrig6'
138  tauMonAlgTauTrig7.kinGroupName = 'tauMonKinGroupTauTrig7'
139  tauMonAlgTauTrig8.kinGroupName = 'tauMonKinGroupTauTrig8'
140 
141  tauMonAlgEleTrig.kinGroupName = 'tauMonKinGroupEleTrig'
142  tauMonAlgJetTrig.kinGroupName = 'tauMonKinGroupJetTrig'
143 
144 
147 
148  # Add a generic monitoring tool (a "group" in old language). The returned
149  # object here is the standard GenericMonitoringTool.
150  myKinGroupBA = cfgHelper.addGroup(alg=tauMonAlgBA, name='tauMonKinGroupBA', topPath='Tau/TauB/' )
151  myKinGroupCR = cfgHelper.addGroup(alg=tauMonAlgCR, name='tauMonKinGroupCR', topPath='Tau/TauCR/' )
152  myKinGroupEC = cfgHelper.addGroup(alg=tauMonAlgEC, name='tauMonKinGroupEC', topPath='Tau/TauE/' )
153  myKinGroupGlobal = cfgHelper.addGroup(alg=tauMonAlgGlobal, name='tauMonKinGroupGlobal', topPath='Tau/' )
154  myKinGroupTauTrig1 = cfgHelper.addGroup(alg=tauMonAlgTauTrig1, name='tauMonKinGroupTauTrig1', topPath='Tau/Trigger/tauTrigger1/' )
155  myKinGroupTauTrig2 = cfgHelper.addGroup(alg=tauMonAlgTauTrig2, name='tauMonKinGroupTauTrig2', topPath='Tau/Trigger/tauTrigger2/' )
156  myKinGroupTauTrig3 = cfgHelper.addGroup(alg=tauMonAlgTauTrig3, name='tauMonKinGroupTauTrig3', topPath='Tau/Trigger/tauTrigger3/' )
157  myKinGroupTauTrig4 = cfgHelper.addGroup(alg=tauMonAlgTauTrig4, name='tauMonKinGroupTauTrig4', topPath='Tau/Trigger/tauTrigger4/' )
158  myKinGroupTauTrig5 = cfgHelper.addGroup(alg=tauMonAlgTauTrig5, name='tauMonKinGroupTauTrig5', topPath='Tau/Trigger/tauTrigger5/' )
159  myKinGroupTauTrig6 = cfgHelper.addGroup(alg=tauMonAlgTauTrig6, name='tauMonKinGroupTauTrig6', topPath='Tau/Trigger/tauTrigger6/' )
160  myKinGroupTauTrig7 = cfgHelper.addGroup(alg=tauMonAlgTauTrig7, name='tauMonKinGroupTauTrig7', topPath='Tau/Trigger/tauTrigger7/' )
161  myKinGroupTauTrig8 = cfgHelper.addGroup(alg=tauMonAlgTauTrig8, name='tauMonKinGroupTauTrig8', topPath='Tau/Trigger/tauTrigger8/' )
162  myKinGroupEleTrig = cfgHelper.addGroup(alg=tauMonAlgEleTrig, name='tauMonKinGroupEleTrig', topPath='Tau/Trigger/EleTrig/' )
163  myKinGroupJetTrig = cfgHelper.addGroup(alg=tauMonAlgJetTrig, name='tauMonKinGroupJetTrig', topPath='Tau/Trigger/JetTrig/' )
164 
165 
166  naming= {
167  'BA': "Tau_TauB_",
168  'CR': "Tau_TauCR_",
169  'EC': "Tau_TauE_",
170  'Global': "",
171  'EleTrig': "emTriggered_",
172  'JetTrig': "jetTriggered_",
173  'TauTrig1': "tauTriggered1_",
174  'TauTrig2': "tauTriggered2_",
175  'TauTrig3': "tauTriggered3_",
176  'TauTrig4': "tauTriggered4_",
177  'TauTrig5': "tauTriggered5_",
178  'TauTrig6': "tauTriggered6_",
179  'TauTrig7': "tauTriggered7_",
180  'TauTrig8': "tauTriggered8_",
181 
182  }
183 
184  def namer(variables,histogramName, folder, algorithm):
185  if folder != "":
186  #This wouldn't have been necessary except the calo folder in the naming convention:
187  #This adds the Tau prefix to the histograms in the calo folder
188  if postfix == "Global" and (folder =="Calo" or folder=="Track" or folder=="Track_allTracks" or folder=="Track_leadTrack" or folder=="Cluster" ):
189  return variables+";"+"Tau_"+naming[algorithm]+folder+"_"+histogramName
190  else:
191  return variables+";"+naming[algorithm]+folder+"_"+histogramName
192  else:
193  return variables+";"+naming[algorithm]+folder+histogramName
194 
195  # Add a GMT for the other example monitor algorithm
196  # anotherGroup = cfgHelper.addGroup(anotherTauMonAlg,'tauMonitor')
197 
198 
200 
201  # define which ID is running
202  tauid = "GNTau" if "TMTauJets" in tauContainer else "RNN"
203 
204  # Configure histograms
205  for itup in [(myKinGroupBA,'BA'),
206  (myKinGroupCR,'CR'),
207  (myKinGroupEC,'EC'),
208  (myKinGroupGlobal,'Global'),
209  (myKinGroupEleTrig,'EleTrig'),
210  (myKinGroupJetTrig,'JetTrig'),
211  (myKinGroupTauTrig1, 'TauTrig1'),
212  (myKinGroupTauTrig2, 'TauTrig2'),
213  (myKinGroupTauTrig3, 'TauTrig3'),
214  (myKinGroupTauTrig4, 'TauTrig4'),
215  (myKinGroupTauTrig5, 'TauTrig5'),
216  (myKinGroupTauTrig6, 'TauTrig6'),
217  (myKinGroupTauTrig7, 'TauTrig7'),
218  (myKinGroupTauTrig8, 'TauTrig8')]:
219 
220  (igroup, postfix) = itup
221 
222  PHIMIN = -pi
223  PHIMAX = pi
224 
225  folder = ""
226 
227  if(postfix =="BA" or postfix =="CR" or postfix=="EC" or postfix == "Global" or postfix.startswith('TauTrig') or postfix=="EleTrig" or postfix =="JetTrig"):
228 
229 
230  #potentialHigh Pt replacement
231  igroup.defineHistogram(namer('tauEtaEt15,tauPhiEt15','tauPhiVsEta_et15','',postfix), type='TH2F', title='Eta Vs phi (Et>15GeV);Eta;Phi',
232  xbins=30,xmin=-2.55,xmax=2.55,ybins=32,ymin=PHIMIN,ymax=PHIMAX)
233 
234  igroup.defineHistogram(namer('nTauCandidates', 'nTauCandidates',"",postfix), title='Number of tau candidates;Number of Taus per Event',
235  xbins=61, xmin=-0.5, xmax=60.5,path=folder)
236 
237 
238  igroup.defineHistogram(namer('tauCharge','tauCharge','',postfix), title='Charge of tau candidates;Charge;Number of Candidates',
239  xbins=11, xmin=-5.5, xmax=5.5,path=folder)
240 
241 
242  igroup.defineHistogram(namer(tauid+'JetScore',tauid+'JetScore','',postfix), title= tauid +' Jet Score',
243  xbins=100, xmin=0, xmax=1,path=folder)
244 
245  igroup.defineHistogram(namer(tauid+'JetScoreSigTrans',tauid+'JetScoreSigTrans','',postfix), title=tauid+' Jet Score Sig Trans',
246  xbins=48, xmin=0, xmax=1.1,path=folder)
247 
248  igroup.defineHistogram(namer('RNNEleScore','RNNEleScore','',postfix), title='RNN Ele Score',
249  xbins=100, xmin=0, xmax=1,path=folder)
250 
251  igroup.defineHistogram(namer('RNNEleScoreSigTrans','RNNEleScoreSigTrans','',postfix), title='RNN Ele Score Sig Trans',
252  xbins=48, xmin=0, xmax=1.1,path=folder)
253 
254  igroup.defineHistogram(namer('tauEt','tauEt','',postfix), title='Et of tau candidates;Transverse Energy (GeV);Number of Candidates',
255  xbins=60, xmin=0., xmax=300.,path=folder)
256 
257  igroup.defineHistogram(namer('tauEtaEXP','tauEtaEXP','',postfix), title='Eta of tau candidates;Eta;Number of Candidates',
258  xbins=51, xmin=-2.55, xmax=2.55,path=folder)
259 
260 
261 
262  igroup.defineHistogram(namer('tauEta','tauEta','',postfix), title='Eta of tau candidates;Eta;Number of Candidates',
263  xbins=51, xmin=-2.55, xmax=2.55,path=folder)
264 
265  igroup.defineHistogram(namer('LB,tauEta','tauEtaVsLB','',postfix), type='TH2F', title='Tau Eta Vs Lumiblock;Lumiblock;eta',
266  xbins=1200,xmin=0,xmax=1200,ybins=51,ymin=-2.55,ymax=2.55,path=folder)
267 
268  igroup.defineHistogram(namer('tauPhi','tauPhi','',postfix), title='Phi of tau candidates;Phi;Number of Candidates',
269  xbins=65, xmin=PHIMIN-0.098174/2., xmax=PHIMAX+0.098174/2.,path=folder)
270 
271  igroup.defineHistogram(namer('tauEta,tauPhi','tauPhiVsEta','',postfix), type='TH2F', title='Phi Vs Eta;Eta;Phi',
272  xbins=30,xmin=-2.55,xmax=2.55,ybins=32,ymin=PHIMIN,ymax=PHIMAX,path=folder)
273 
274 
275  igroup.defineHistogram(namer('LB,tauPhi','tauPhiVsLB','',postfix), type='TH2F', title='Tau Phi vs Lumiblock;Lumiblock;Phi',
276  xbins=1200,xmin=0,xmax=1200,ybins=80,ymin=PHIMIN,ymax=PHIMAX,path=folder)
277 
278  if(postfix =="BA" or postfix =="CR" or postfix=="EC" or postfix.startswith('TauTrig')):
279 
280  igroup.defineHistogram(namer('tauPhi'+tauid+'Loose','phi','Identification_'+tauid+'Loose',postfix), title='Phi of tau candidates ('+tauid+'Loose) ;Phi;Number of Candidates',
281  xbins=65, xmin=PHIMIN-0.098174/2., xmax=PHIMAX+0.098174/2., path=folder+"Identification/"+tauid+"Loose" )
282 
283  igroup.defineHistogram(namer('tauEta'+tauid+'Loose','eta','Identification_'+tauid+'Loose',postfix), title='Eta of tau candidates ('+tauid+'Loose) ;Eta;Number of Candidates',
284  xbins=51, xmin=-2.55, xmax=2.55, path=folder+"Identification/"+tauid+"Loose")
285 
286  igroup.defineHistogram(namer('tauEt'+tauid+'Loose','et','Identification_'+tauid+'Loose',postfix), title='Et of tau candidates;Transverse Energy (GeV);Number of Candidates',
287  xbins=60, xmin=0., xmax=300.,path=folder+"Identification/"+tauid+"Loose")
288 
289  igroup.defineHistogram(namer('NumTracks'+tauid+'Loose','NumTracks','Identification_'+tauid+'Loose',postfix), title='Number Of Tracks for Tau Candidates ('+tauid+'Loose);Number Of Tracks;Number Of Candidates',
290  xbins=21, xmin=-0.5, xmax=20.5,path=folder+"Identification/"+tauid+"Loose")
291 
292  igroup.defineHistogram(namer('tauPhi'+tauid+'Medium','phi','Identification_'+tauid+'Medium',postfix), title='Phi of tau candidates ('+tauid+'Medium) ;Phi;Number of Candidates',
293  xbins=65, xmin=PHIMIN-0.098174/2., xmax=PHIMAX+0.098174/2., path=folder+"Identification/"+tauid+"Medium" )
294 
295  igroup.defineHistogram(namer('tauEta'+tauid+'Medium','eta','Identification_'+tauid+'Medium',postfix), title='Eta of tau candidates ('+tauid+'Medium) ;Eta;Number of Candidates',
296  xbins=51, xmin=-2.55, xmax=2.55, path=folder+"Identification/"+tauid+"Medium")
297 
298  igroup.defineHistogram(namer('tauEt'+tauid+'Medium','et','Identification_'+tauid+'Medium',postfix), title='Et of tau candidates;Transverse Energy (GeV);Number of Candidates',
299  xbins=60, xmin=0., xmax=300.,path=folder+"Identification/"+tauid+"Medium")
300 
301  igroup.defineHistogram(namer('NumTracks'+tauid+'Medium','NumTracks','Identification_'+tauid+'Medium',postfix), title='Number Of Tracks for Tau Candidates ('+tauid+'Medium);Number Of Tracks;Number Of Candidates',
302  xbins=21, xmin=-0.5, xmax=20.5,path=folder+"Identification/"+tauid+"Medium")
303 
304  igroup.defineHistogram(namer('tauPhi'+tauid+'Tight','phi','Identification_'+tauid+'Tight',postfix), title='Phi of tau candidates ('+tauid+'Tight) ;Phi;Number of Candidates',
305  xbins=65, xmin=PHIMIN-0.098174/2., xmax=PHIMAX+0.098174/2., path=folder+"Identification/"+tauid+"Tight" )
306 
307  igroup.defineHistogram(namer('tauEta'+tauid+'Tight','eta','Identification_'+tauid+'Tight',postfix), title='Eta of tau candidates ('+tauid+'Tight) ;Eta;Number of Candidates',
308  xbins=51, xmin=-2.55, xmax=2.55, path=folder+"Identification/"+tauid+"Tight")
309 
310  igroup.defineHistogram(namer('tauEt'+tauid+'Tight','et','Identification_'+tauid+'Tight',postfix), title='Et of tau candidates;Transverse Energy (GeV);Number of Candidates',
311  xbins=60, xmin=0., xmax=300.,path=folder+"Identification/"+tauid+"Tight")
312 
313  igroup.defineHistogram(namer('NumTracks'+tauid+'Tight','NumTracks','Identification_'+tauid+'Tight',postfix), title='Number Of Tracks for Tau Candidates ('+tauid+'Tight);Number Of Tracks;Number Of Candidates',
314  xbins=21, xmin=-0.5, xmax=20.5,path=folder+"Identification/"+tauid+"Tight")
315 
316 
317 
318 
319  igroup.defineHistogram(namer('tauPhiEt15'+tauid+'Loose','phi','Identification_'+tauid+'Loose15GeV',postfix), title='Phi of tau candidates (Et>15, '+tauid+'Loose) ;Phi;Number of Candidates',
320  xbins=65, xmin=PHIMIN-0.098174/2., xmax=PHIMAX+0.098174/2., path=folder+"Identification/"+tauid+"Loose15GeV" )
321 
322  igroup.defineHistogram(namer('tauEtaEt15'+tauid+'Loose','eta','Identification_'+tauid+'Loose15GeV',postfix), title='Eta of tau candidates (Et>15, '+tauid+'Loose) ;Eta;Number of Candidates',
323  xbins=51, xmin=-2.55, xmax=2.55, path=folder+"Identification/"+tauid+"Loose15GeV")
324 
325  igroup.defineHistogram(namer('nClustersEt15'+tauid+'Loose','nCluster','Identification_'+tauid+'Loose15GeV',postfix), title='Number Of CaloTopoClusters (Et>15,'+tauid+'Loose);Number Of Clusters;Number Of Candidates',
326  xbins=40, xmin=0., xmax=40.,path=folder+"Identification/"+tauid+"Loose15GeV" )
327 
328  igroup.defineHistogram(namer('NumTracksEt15'+tauid+'Loose','NumTracks','Identification_'+tauid+'Loose15GeV',postfix), title='Number Of Tracks for Tau Candidates (Et>15,'+tauid+'Loose);Number Of Tracks;Number Of Candidates',
329  xbins=21, xmin=-0.5, xmax=20.5,path=folder+"Identification/"+tauid+"Loose15GeV")
330 
331  igroup.defineHistogram(namer('tauEtEt15'+tauid+'Loose','et','Identification_'+tauid+'Loose15GeV',postfix), title='Et of tau candidates;Transverse Energy (GeV);Number of Candidates',
332  xbins=60, xmin=0., xmax=300.,path=folder+"Identification/"+tauid+"Loose15GeV")
333 
334  igroup.defineHistogram(namer('panModeEt15'+tauid+'Loose','panMode','Identification_'+tauid+'Loose15GeV',postfix), title='tau decay mode from panTau upon Jet'+tauid+'SigMedium;mode',
335  xbins=5, xmin=0., xmax=5., path=folder+"Identification/"+tauid+"Loose15GeV", xlabels=["1p0n","1p1n","1pXn","3p0n","3pXn"])
336 
337  igroup.defineHistogram(namer('tauEtaEt15'+tauid+'Loose,tauPhiEt15'+tauid+'Loose','tauPhiVsEta_et15_'+tauid+'Loose','',postfix), type='TH2F', title='Phi vs Eta (Et>15, '+tauid+'Loose) ;Eta;Phi',
338  xbins=30,xmin=-2.55,xmax=2.55,ybins=32,ymin=PHIMIN,ymax=PHIMAX)
339 
340 
341  igroup.defineHistogram(namer('jetSeedEta','jetSeedEta','Calo',postfix), title='Calorimeter eta of tau candidates;Eta;Numbers of Candidates',path=folder+"Calo",
342  xbins=50, xmin=-2.5, xmax=2.5 )
343 
344  igroup.defineHistogram(namer('jetSeedPhi','jetSeedPhi','Calo',postfix), title='Calorimeter phi of tau candidates;Phi;Numbers of Candidates',path=folder+"Calo",
345  xbins=64, xmin=PHIMIN, xmax=PHIMAX )
346 
347  igroup.defineHistogram(namer('jetSeedPt','jetSeedPt','Calo',postfix), title='Calorimeter pt of tau candidates;Et;Numbers of Candidates',path=folder+"Calo",
348  xbins=100, xmin=0., xmax=300 )
349 
350  igroup.defineHistogram(namer('centFrac,LB','CentFracVsLB','Calo',postfix), type='TH2F', title='Centrality Fraction vs Lumiblock;Centrality Fraction;Lumiblock', path=folder+"Calo",
351  xbins=51,xmin=0,xmax=1.02,ybins=1200,ymin=0.,ymax=1200.)
352 
353  igroup.defineHistogram('isolFrac,LB', type='TH2F', title='Isolation Fraction vs Lumiblock;Isolation Fraction;Lumiblock', path=folder+"Calo",
354  xbins=51,xmin=0,xmax=1.02,ybins=1200,ymin=0.,ymax=1200.)
355 
356 
357 
358  igroup.defineHistogram(namer('muonVeto','muonVeto','Identification',postfix), title='Muon Veto',path=folder+"Identification",
359  xbins=2, xmin=-0.5, xmax=1.5, xlabels=["False","True"] )
360 
361  igroup.defineHistogram(namer('tau'+tauid+'Loose','tau'+tauid+'Loose','Identification',postfix), title='Identification Flag: tau'+tauid+'Loose',path=folder+"Identification",
362  xbins=2, xmin=-0.5, xmax=1.5 , xlabels=["False","True"])
363 
364  igroup.defineHistogram(namer('tau'+tauid+'Medium','tau'+tauid+'Medium','Identification',postfix), title='Identification Flag: tau'+tauid+'Medium',path=folder+"Identification",
365  xbins=2, xmin=-0.5, xmax=1.5 , xlabels=["False","True"])
366 
367  igroup.defineHistogram(namer('tau'+tauid+'Tight','tau'+tauid+'Tight','Identification',postfix), title='Identification Flag: tau'+tauid+'Tight',path=folder+"Identification",
368  xbins=2, xmin=-0.5, xmax=1.5, xlabels=["False","True"])
369 
370 
371  #Substructure Histograms
372  igroup.defineHistogram(namer('panModeSubstructure','panMode','SubStructure',postfix), title='tau decay mode from PanTau upon JetBDTSigMedium;mode',
373  xbins=8, xmin=0., xmax=8., path=folder+"SubStructure")
374 
375  igroup.defineHistogram(namer('BDTScoreAsP0','BDTScoreAsP0','SubStructure',postfix), title='BDT score indentifying pion zero ; BDT score',path=folder+"SubStructure",
376  xbins=15, xmin=-0, xmax=1.2 )
377 
378  igroup.defineHistogram(namer('EMFracTrk','EMFracTrk','SubStructure',postfix), title='Ratio of pt to shot electromagnetic energy for associated tracks; track pt ratio in EM',path=folder+"SubStructure",
379  xbins=15, xmin=0, xmax=1.5 )
380 
381  igroup.defineHistogram(namer('nNeutPFO','nNeutPFO','SubStructure',postfix), title='_NumNeutPFO;Number of neutral ParticleFlow objects ; PFO number',path=folder+"SubStructure",
382  xbins=20, xmin=0, xmax=20. )
383 
384  igroup.defineHistogram(namer('nShot','nShot','SubStructure',postfix), title='number of shots ; shot number ',path=folder+"SubStructure",
385  xbins=20, xmin=0, xmax=20. )
386 
387  igroup.defineHistogram(namer('panEta','panEta','SubStructure',postfix), title='tau Eta from PanTau ; substructure Eta',path=folder+"SubStructure",
388  xbins=16, xmin=-3.2, xmax=3.2 )
389 
390  igroup.defineHistogram(namer('panPhi','panPhi','SubStructure',postfix), title='tau Phi from PanTau ; substructure Phi',path=folder+"SubStructure",
391  xbins=16, xmin=PHIMIN, xmax=PHIMAX )
392 
393  igroup.defineHistogram(namer('panPt','panPt','SubStructure',postfix), title='tau Pt from PanTau ; substructure pt (GeV)',path=folder+"SubStructure",
394  xbins=20, xmin=0, xmax=200 )
395 
396  igroup.defineHistogram(namer('PSSFrac','PSSFracEffCluster','SubStructure',postfix), title='Energy fraction for PreSampling and sampling layers in effective clusters in shot;Sampling Energy Fraction',path=folder+"SubStructure",
397  xbins=10, xmin=0, xmax=1. )
398 
399  igroup.defineHistogram(namer('ptRatioEflowApprox','ptRatioApprox','SubStructure',postfix), title='Ratio of pt to shot total energy for associated tracks; track pt ratio',
400  xbins=20, xmin=0., xmax=2., path=folder+"SubStructure" )
401 
402 
403  if(postfix =="BA" or postfix =="CR" or postfix=="EC" or postfix.startswith('TauTrig') or postfix=="Global"):
404  #Cluster Histograms
405  igroup.defineHistogram(namer('clusterLogEt','logEt','Cluster',postfix), title='log(cluster E_{T});log(cluster E_{T});Entries',path=folder+"Cluster",
406  xbins=50, xmin=1.5, xmax=6.5 )
407  igroup.defineHistogram(namer('clusterEta','eta','Cluster',postfix), title='cluster eta;cluster eta;Entries',path=folder+"Cluster",
408  xbins=50, xmin=-2.6, xmax=2.6 )
409  igroup.defineHistogram(namer('clusterPhi','phi','Cluster',postfix), title='cluster phi;cluster phi;Entries',path=folder+"Cluster",
410  xbins=32, xmin=-3.2, xmax=3.2 )
411  igroup.defineHistogram(namer('clusterSecondR','secondR','Cluster',postfix), title='cluster SECOND_R;cluster SECOND_R;Entries',path=folder+"Cluster",
412  xbins=50, xmin=-1.0, xmax=6.0 )
413  igroup.defineHistogram(namer('clusterSecondLambda','secondLambda','Cluster',postfix), title='cluster SECOND_LAMBDA;cluster SECOND_LAMBDA;Entries',path=folder+"Cluster",
414  xbins=50, xmin=2.0, xmax=6.5 )
415  igroup.defineHistogram(namer('clusterCenterLambda','centerLambda','Cluster',postfix), title='cluster CENTER_LAMBDA;cluster CENTER_LAMBDA;Entries',path=folder+"Cluster",
416  xbins=50, xmin=1.0, xmax=4.0 )
417  igroup.defineHistogram(namer('clusterFirstEngDens','firstEngDens','Cluster',postfix), title='cluster FIRST_ENG_DENS;cluster FIRST_ENG_DENS;Entries',path=folder+"Cluster",
418  xbins=50, xmin=-6.0, xmax=1.0 )
419  igroup.defineHistogram(namer('clusterEMproba','EMproba','Cluster',postfix), title='cluster EM_PROBABILITY;cluster EM_PROBABILITY;Entries',path=folder+"Cluster",
420  xbins=20, xmin=0.0, xmax=1.0 )
421 
422  igroup.defineHistogram(namer('clustersMeanCenterLambda','meanCenterLambda','Cluster',postfix), title='clustersMeanCenterLambda;clustersMeanCenterLambda;Entries',path=folder+"Cluster",
423  xbins=40, xmin=0., xmax=2500.0 )
424  igroup.defineHistogram(namer('clustersMeanFirstEngDens','meanFirstEngDens','Cluster',postfix), title='clustersMeanFirstEngDens;clustersMeanFirstEngDens;Entries',path=folder+"Cluster",
425  xbins=40, xmin=-8.7, xmax=-5.5 )
426  igroup.defineHistogram(namer('clustersMeanEMProbability','meanEMProbability','Cluster',postfix), title='clustersMeanEMProbability;clustersMeanEMProbability;Entries',path=folder+"Cluster",
427  xbins=20, xmin=0.0, xmax=1.0 )
428  igroup.defineHistogram(namer('clustersMeanSecondLambda','meanSecondLambda','Cluster',postfix), title='clustersMeanSecondLambda;clustersMeanSecondLambda;Entries',path=folder+"Cluster",
429  xbins=20, xmin=0., xmax=600000 )
430  igroup.defineHistogram(namer('clustersMeanPresamplerFrac','meanPresamplerFrac','Cluster',postfix), title='clustersMeanPresamplerFrac;clustersMeanPresamplerFrac;Entries',path=folder+"Cluster",
431  xbins=20, xmin=0., xmax=0.2 )
432  igroup.defineHistogram(namer('clustersPFOEngRelDiff','PFOEngRelDiff','Cluster',postfix), title='PFOEngRelDiff;PFOEngRelDiff;Entries',path=folder+"Cluster",
433  xbins=20, xmin=-1.0, xmax=1.0 )
434  #Calo Histograms
435  igroup.defineHistogram(namer('EMRadius','EMRadius','Calo',postfix), title='Uncalibrated EM Radius;EM Radius;Number Of Candidates',path=folder+"Calo",
436  xbins=50, xmin=0., xmax=1.2 )
437 
438  igroup.defineHistogram(namer('hadRadius','hadRadius','Calo',postfix), title='Hadronic Radius of tau candidates;Hadronic Radius; Number Of Candidates',path=folder+"Calo",
439  xbins=50, xmin=0., xmax=1. )
440 
441  igroup.defineHistogram(namer('isolFrac','isolFrac','Calo',postfix), title='Isolation Fraction;Et Isolation Fraction;Number of Candidates',path=folder+"Calo",
442  xbins=51, xmin=0.0, xmax=1.02 )
443 
444  igroup.defineHistogram(namer('etEMAtEMScale','etEMAtEMScale','Calo',postfix), title='EM energy at the EM scale;EM Et (GeV) );Number of Candidates',path=folder+"Calo",
445  xbins=50, xmin=0., xmax=200. )
446 
447  igroup.defineHistogram(namer('etHadAtEMScale','etHadAtEMScale','Calo',postfix), title='Hadronic Energy at the EM Scale;Had Et (GeV) );Number of Candidates',path=folder+"Calo",
448  xbins=50, xmin=0., xmax=200. )
449 
450  igroup.defineHistogram(namer('centFrac,LB','centFracVsLB','Calo',postfix), type='TH2F', title='Centrality Fraction vs Lumiblock;Centrality Fraction;Lumiblock', path=folder+"Calo",
451  xbins=51,xmin=0,xmax=1.02,ybins=1200,ymin=0.,ymax=1200.)
452 
453  igroup.defineHistogram(namer('isolFrac,LB','isolFracVsLB','Calo',postfix), type='TH2F', title='Isolation Fraction vs Lumiblock;Isolation Fraction;Lumiblock', path=folder+"Calo",
454  xbins=51,xmin=0,xmax=1.02,ybins=1200,ymin=0.,ymax=1200.)
455 
456  igroup.defineHistogram(namer('centFrac',"centralityFraction","Calo",postfix), title='Centrality Fraction;Centrality Fraction;Number Of Candidates',
457  xbins=70, xmin=0., xmax=1.4, path=folder+"Calo")
458 
459  igroup.defineHistogram(namer('dRmax',"dRmax","Calo",postfix), title='Maximum delta R;delta R;Number of Candidates',
460  xbins=42, xmin=0., xmax=0.21, path=folder+"Calo" )
461 
462  igroup.defineHistogram(namer('tauEta','eta','Calo',postfix), title='Eta of tau candidates;Eta;Number of Candidates',
463  xbins=51, xmin=-2.55, xmax=2.55,path=folder+"Calo")
464 
465  igroup.defineHistogram(namer('tauPhi','phi','Calo',postfix), title='Phi of tau candidates;Phi;Number of Candidates',
466  xbins=65, xmin=PHIMIN, xmax=PHIMAX,path=folder+"Calo")
467 
468  igroup.defineHistogram(namer('trkAvgDist','trkAvgDist','Calo',postfix), title='Average Track Distance from Calorimeter Seed;Distance (mm);Number of Candidates',
469  xbins=20, xmin=0., xmax=1., path=folder+"Calo" )
470 
471  #Track Histograms!
472 
473  #track variables used for track classification and RNN tau ID
474  igroup.defineHistogram(namer('trackLogSeedJetPt','logSeedJetPt','Track_allTracks',postfix), title='log(ptJetSeed);log(ptJetSeed);Entries',path=folder+"Track/allTracks",
475  xbins=50, xmin=10.0, xmax=14.5 )
476  igroup.defineHistogram(namer('trackLogPt','logPt','Track_allTracks',postfix), title='track log(p_{T});track log(p_{T});Entries',path=folder+"Track/allTracks",
477  xbins=50, xmin=6.0, xmax=15.0 )
478  igroup.defineHistogram(namer('trackEta','eta','Track_allTracks',postfix), title='track eta;track eta;Entries',path=folder+"Track/allTracks",
479  xbins=50, xmin=-2.6, xmax=2.6 )
480  igroup.defineHistogram(namer('trackd0TJVA','d0TJVA','Track_allTracks',postfix), title='track tanh(d0TJVA);track tanh(d0TJVA);Entries',path=folder+"Track/allTracks",
481  xbins=50, xmin=-0.1, xmax=0.1 )
482  igroup.defineHistogram(namer('trackZ0SinthetaTJVA','Z0SinthetaTJVA','Track_allTracks',postfix), title='track z0SinthetaTJVA;track z0SinthetaTJVA;Entries',path=folder+"Track/allTracks",
483  xbins=50, xmin=-100.0, xmax=100.0 )
484  igroup.defineHistogram(namer('trackD0SigTJVA','d0SigTJVA','Track_allTracks',postfix), title='track d0SigTJVA;track d0SigTJVA;Entries',path=folder+"Track/allTracks",
485  xbins=50, xmin=-10.0, xmax=10.0 )
486  igroup.defineHistogram(namer('trackZ0sinthetaSigTJVA','Z0sinthetaSigTJVA','Track_allTracks',postfix), title='track z0sinthetaSigTJVA;track z0sinthetaSigTJVA;Entries',path=folder+"Track/allTracks",
487  xbins=50, xmin=-10.0, xmax=10.0 )
488  igroup.defineHistogram(namer('trackCharge','charge','Track_allTracks',postfix), title='track charge;track charge;Entries',path=folder+"Track/allTracks",
489  xbins=8, xmin=-4.0, xmax=4.0 )
490  igroup.defineHistogram(namer('trackqOverP','qOverP','Track_allTracks',postfix), title='track qOverP;track qOverP;Entries',path=folder+"Track/allTracks",
491  xbins=50, xmin=-2.0, xmax=2.0 )
492  igroup.defineHistogram(namer('trackLogRConv','logRConv','Track_allTracks',postfix), title='track log(rConv);track log(rConv);Entries',path=folder+"Track/allTracks",
493  xbins=50, xmin=0.0, xmax=7.0 )
494  igroup.defineHistogram(namer('trackTanhRConvII','tanhRConvII','Track_allTracks',postfix), title='track tanh(rConvII/500);track tanh(rConvII/500);Entries',path=folder+"Track/allTracks",
495  xbins=50, xmin=-0.4, xmax=0.4 )
496  igroup.defineHistogram(namer('trackPtRatioSeedJet','ptRatioSeedJet','Track_allTracks',postfix), title='(track p_{T})/(ptJetSeed);(track p_{T})/(ptJetSeed);Entries',path=folder+"Track/allTracks",
497  xbins=50, xmin=0.0, xmax=0.1 )
498  igroup.defineHistogram(namer('trackdRJetSeedAxis','dRJetSeedAxis','Track_allTracks',postfix), title='#DeltaR(tau,track);#DeltaR(tau,track);Entries',path=folder+"Track/allTracks",
499  xbins=50, xmin=0.0, xmax=0.5 )
500  igroup.defineHistogram(namer('trackNInnermostPixHits','nInnermostPixHits','Track_allTracks',postfix), title='track nInnermostPixHits;track nInnermostPixHits;Entries',path=folder+"Track/allTracks",
501  xbins=5, xmin=0, xmax=5.0 )
502  igroup.defineHistogram(namer('trackNPixHits','nPixHits','Track_allTracks',postfix), title='track nPixHits;track nPixHits;Entries',path=folder+"Track/allTracks",
503  xbins=10, xmin=0.0, xmax=10.0 )
504  #nPixelSharedHits;track
505  igroup.defineHistogram(namer('trackNSiHits','nSiHits','Track_allTracks',postfix), title='track nSiHits;track nSiHits;Entries',path=folder+"Track/allTracks",
506  xbins=20, xmin=0.0, xmax=20.0 )
507  #nSCTSharedHits
508  #nTRTHits
509  igroup.defineHistogram(namer('trackeProbabilityHT','eProbabilityHT','Track_allTracks',postfix), title='track eProbabilityHT;track eProbabilityHT;Entries',path=folder+"Track/allTracks",
510  xbins=50, xmin=0.0, xmax=1.0 )
511  igroup.defineHistogram(namer('trackeProbabilityNN','eProbabilityNN','Track_allTracks',postfix), title='track eProbabilityNN;track eProbabilityNN;Entries',path=folder+"Track/allTracks",
512  xbins=50, xmin=0.0, xmax=1.0 )
513  igroup.defineHistogram(namer('trackeProbabilityHTorNN','eProbabilityHTorNN','Track_allTracks',postfix), title='track eProbabilityHTorNN;track eProbabilityHTorNN;Entries',path=folder+"Track/allTracks",
514  xbins=50, xmin=0.0, xmax=1.0 )
515 
516  igroup.defineHistogram(namer('trackIdScoreCharged','idScoreCharged','Track_allTracks',postfix), title='track RNN idScoreCharged;track idScoreCharged;Entries',path=folder+"Track/allTracks",
517  xbins=50, xmin=0.0, xmax=1.0 )
518  igroup.defineHistogram(namer('trackIdScoreIso','idScoreIso','Track_allTracks',postfix), title='track RNN idScoreIso;track idScoreIso;Entries',path=folder+"Track/allTracks",
519  xbins=50, xmin=0.0, xmax=1.0 )
520  igroup.defineHistogram(namer('trackIdScoreConv','idScoreConv','Track_allTracks',postfix), title='track RNN idScoreConv;track idScoreConv;Entries',path=folder+"Track/allTracks",
521  xbins=50, xmin=0.0, xmax=1.0 )
522  igroup.defineHistogram(namer('trackIdScoreFake','idScoreFake','Track_allTracks',postfix), title='track RNN idScoreFake;track idScoreFake;Entries',path=folder+"Track/allTracks",
523  xbins=50, xmin=0.0, xmax=1.0 )
524 
525  #original Track Histograms
526  igroup.defineHistogram(namer('d0','d0','Track_leadTrack',postfix), title='Track d0;Transverse Impact Parameter (mm)',path=folder+"Track/leadTrack",
527  xbins=50, xmin=-5.0, xmax=5.0 )
528 
529  igroup.defineHistogram(namer('etaTrack','eta','Track_leadTrack',postfix), title='Track Eta;Eta',path=folder+"Track/leadTrack",
530  xbins=51, xmin=-2.55, xmax=2.55 )
531 
532  igroup.defineHistogram(namer('leadTrkPt','leadTrkPt','Track_leadTrack',postfix), title='Pt of Leading track;Transverse Momentum (GeV)',path=folder+"Track/leadTrack",
533  xbins=50, xmin=0., xmax=200. )
534 
535  igroup.defineHistogram(namer('nHighPtTaus','nHighPtTaus','Track',postfix), title='Number of High Pt tau candidates;Number of Taus per Event',
536  xbins=15, xmin=-0.5, xmax=14.5,path=folder+"Track")
537 
538  igroup.defineHistogram(namer('numberOfTRTHighThresholdHits','numberOfTRTHighThresholdHits','Track_leadTrack',postfix), title='Number of TRT High Threshold Hits;Number of High Threshold TRT Hits',path=folder+"Track/leadTrack",
539  xbins=15, xmin=-0.5, xmax=14.5 )
540 
541  igroup.defineHistogram(namer('numberOfTRTHighThresholdOutliers','numberOfTRTHighThresholdOutliers','Track_leadTrack',postfix), title="Number of TRT High Threshold Outliers;Number of TRT High Threshold Outliers",path=folder+"Track/leadTrack",
542  xbins=26, xmin=-0.5, xmax=25.5 )
543 
544  igroup.defineHistogram(namer('numberOfTRTHits','numberOfTRTHits','Track_leadTrack',postfix), title='Number of TRT Low Threshold Hits;Number of Low Threshold TRT Hits',path=folder+"Track/leadTrack",
545  xbins=101, xmin=-0.5, xmax=100.5 )
546 
547  igroup.defineHistogram(namer('numberOfTRTOutliers','numberOfTRTOutliers','Track_leadTrack',postfix), title="Number of TRT Low Threshold Outliers;Number of TRT Low Threshold Outliers",path=folder+"Track/leadTrack",
548  xbins=31, xmin=-0.5, xmax=25.5)
549 
550  igroup.defineHistogram(namer('ptTrack','pT','Track_leadTrack',postfix), title='Track pT;Transverse Momentum (GeV)',path=folder+"Track/leadTrack",
551  xbins=60, xmin=0, xmax=300 )
552 
553  igroup.defineHistogram(namer('phiTrack','phi','Track_leadTrack',postfix), title='Track Phi;Phi',path=folder+"Track/leadTrack",
554  xbins=64, xmin=PHIMIN, xmax=PHIMAX )
555 
556  igroup.defineHistogram(namer('ipZ0SinThetaSigLeadTrk','ipZ0SinThetaSigLeadTrk','Track_leadTrack',postfix), title='Impact Parameter z0 Sine Theta Significance of Leading Track;Z0SinTheta Significance',path=folder+"Track/leadTrack",
557  xbins=50, xmin=-10.0, xmax=10.0 )
558 
559  igroup.defineHistogram(namer('numberOfPixelHits','numberOfPixelHits','Track_leadTrack',postfix), title='Number of Pixel Hits;Number of Pixel Hits',path=folder+"Track/leadTrack",
560  xbins=25, xmin=-0.5, xmax=25.5 )
561 
562  igroup.defineHistogram(namer('numberOfSCTHits','numberOfSCTHits','Track_leadTrack',postfix), title='Number of SCT Hits;Number of SCT Hits',path=folder+"Track/leadTrack",
563  xbins=26, xmin=0, xmax=26 )
564 
565  igroup.defineHistogram(namer('etOverPtLeadTrack','etOverPtLeadTrack','Track_leadTrack',postfix), title='Et over Pt of lead track of tau candidates;Et/Pt;Number of Candidates',
566  xbins=50, xmin=0., xmax=12., path=folder+"Track/leadTrack" )
567 
568  igroup.defineHistogram(namer('ipSigLeadTrk','ipSigLeadTrk','Track_leadTrack',postfix), title='Impact Parameter Significance of Leading Track;Transverse Impact Parameter Significance',
569  xbins=100, xmin=-5., xmax=5., path=folder+"Track/leadTrack" )
570 
571  igroup.defineHistogram(namer('massTrkSys','massTrkSys','Track',postfix), title='Mass of the Track System;Invariant Mass (GeV)',
572  xbins=30, xmin=-1., xmax=5., path=folder+"Track" )
573 
574  igroup.defineHistogram(namer('trFlightPathSig','trFlightPathSig','Track',postfix),title='Track Transverse Flight Path Significance;Transverse Flight Path Significance',
575  xbins=125, xmin=-4.5, xmax=8., path=folder+"Track" )
576 
577  igroup.defineHistogram(namer('z0','z0','Track_leadTrack',postfix), title='Track z0;Longitudinal Impact Parameter (mm)',path=folder+"Track/leadTrack",
578  xbins=50, xmin=-35.0, xmax=35.0 )
579 
580 
581 
582 
583  if postfix == 'Global' or postfix.startswith('TauTrig') or postfix == "EleTrig" or postfix=="JetTrig":
584  igroup.defineHistogram(namer('LB','nTauPerLB','',postfix), title='Total number of tau candidates per LB;Luminosity Block);Number of Candidates',
585  xbins=1000, xmin=0., xmax=1000. ,path=folder)
586 
587  igroup.defineHistogram(namer('nHighPtTauCandidates','nHightPtTauCandidates','',postfix), title='Number of High Pt tau candidates;Number of Taus per Event',
588  xbins=15, xmin=-0.5, xmax=14.5,path=folder)
589 
590  igroup.defineHistogram(namer('NumTracks','tauNumTracks','',postfix), title='Number Of Tracks for Tau Candidates;Number Of Tracks;Number Of Candidates',
591  xbins=21, xmin=-0.5, xmax=20.5,path=folder)
592 
593  igroup.defineHistogram(namer('nClusters','nCluster','',postfix), title='Number Of CaloTopoClusters;Number Of Clusters;Number Of Candidates',
594  xbins=40, xmin=0., xmax=40. ,path=folder)
595 
596  igroup.defineHistogram(namer('tauEta,tauEt','tauEtVsEta','',postfix), type='TH2F', title='Tau Et Vs Eta;#eta;Transverse Energy (Gev)',
597  xbins=40,xmin=-2.55,xmax=2.55 ,ybins=300,ymin=0,ymax=300,path=folder)
598 
599  igroup.defineHistogram(namer('tauPhi,tauEt','tauEtVsPhi','',postfix), type='TH2F', title='EtVsPhi;Phi;Transverse Energy (GeV);',
600  xbins=80,xmin=PHIMIN,xmax=PHIMAX,ybins=300,ymin=-0.,ymax=300.,path=folder)
601 
602 
603 
608 
609  accumulator = cfgHelper.result()
610  cfg.merge(accumulator)
611  return cfg
612 
613  # # Otherwise, merge with result object and return
614  # acc = cfgHelper.result()
615  # result.merge(acc)
616  # return result
617 
tauMonitorAlgorithm.tauMonitoringConfig
def tauMonitoringConfig(inputFlags, tauContainer='TauJets', **kwargs)
Definition: tauMonitorAlgorithm.py:12
python.BadLBFilterToolConfig.LArBadLBFilterToolCfg
def LArBadLBFilterToolCfg(inputFlags, origDbTag=None)
Definition: BadLBFilterToolConfig.py:100
python.AtlasReadyFilterConfig.AtlasReadyFilterCfg
def AtlasReadyFilterCfg(flags)
Definition: AtlasReadyFilterConfig.py:10
if
if(febId1==febId2)
Definition: LArRodBlockPhysicsV0.cxx:567
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