ATLAS Offline Software
Functions
EfexMonitorAlgorithm Namespace Reference

Functions

def EfexMonitoringConfig (inputFlags)
 
def EfexMonitoringHistConfig (flags, eFexAlg)
 

Function Documentation

◆ EfexMonitoringConfig()

def EfexMonitorAlgorithm.EfexMonitoringConfig (   inputFlags) 
Function to configure LVL1 Efex monitoring algorithm

Definition at line 4 of file EfexMonitorAlgorithm.py.

4 def EfexMonitoringConfig(inputFlags):
5  '''Function to configure LVL1 Efex monitoring algorithm'''
6 
7  # get the component factory - used for merging the algorithm results
8  from AthenaConfiguration.ComponentFactory import CompFactory
9  from AthenaConfiguration.ComponentAccumulator import ComponentAccumulator
10  result = ComponentAccumulator()
11 
12  # add algorithm to the helper
13  result.addEventAlgo( CompFactory.EfexMonitorAlgorithm('EfexMonAlg',
14  PackageName='EfexMonitor',
15  LowPtCut = 0.0,
16  HiPtCut = 15000.0,
17  eFexEMTobKeyList = ['L1_eEMRoI', 'L1_eEMxRoI'],
18  eFexTauTobKeyList = ['L1_eTauRoI', 'L1_eTauxRoI']
19  ) )
20 
21  return result
22 
23 

◆ EfexMonitoringHistConfig()

def EfexMonitorAlgorithm.EfexMonitoringHistConfig (   flags,
  eFexAlg 
) 
Book the histograms for the efex monitoring. This is done in a separate method
to the algorithm creation (above) because the histograms are based on the list of container keys
given to the algorithm, which can be customized by the user before calling this method.

Definition at line 24 of file EfexMonitorAlgorithm.py.

24 def EfexMonitoringHistConfig(flags, eFexAlg):
25  """
26  Book the histograms for the efex monitoring. This is done in a separate method
27  to the algorithm creation (above) because the histograms are based on the list of container keys
28  given to the algorithm, which can be customized by the user before calling this method.
29  """
30  import math
31  from AthenaConfiguration.ComponentAccumulator import ComponentAccumulator
32  result = ComponentAccumulator()
33 
34 
35  # make the athena monitoring helper again so we can add groups
36  from TrigT1CaloMonitoring.LVL1CaloMonitoringConfig import L1CaloMonitorCfgHelper
37  helper = L1CaloMonitorCfgHelper(flags,None,'EfexMonitoringCfg')
38  helper.alg = eFexAlg
39 
40  # we don't add the algorithm again, use the supplied one
41  EfexMonAlg = eFexAlg
42  baseGroupName = EfexMonAlg.PackageName
43 
44  # Some helpful variables for declaring the histograms
45  # mainDir = 'L1Calo'
46  trigPath = f'Developer/{eFexAlg.name}/' # Default Directory trigger path for output histos
47  # Map from the key name to the output directory substructure.
48 
49  def pathFromKey(key,prefix="Nominal/"):
50  path=prefix
51  if "DAODSim" in key: path = "DAODSim/"
52  elif "ReSim" in key: path = "ReSim/"
53  elif "Sim" in key: path = "Sim/"
54  if "_eEMx" in key: path += "eEMx"
55  elif "_eEM" in key: path += "eEM"
56  elif "_eTaux" in key: path += "eTAUx"
57  elif "_eTau" in key: path += "eTAU"
58  return path
59 
60  cut_names = ["LowPtCut", "HiPtCut"] # List of cut names, for looping over to separate out histograms into directories
61  cut_vals = [EfexMonAlg.LowPtCut, EfexMonAlg.HiPtCut] # List of values, for looping over to add to histogram titles
62 
63  # First, define the histograms with no Pt cut
64  # add monitoring algorithm to group, with group name and main directory
65 
66  locIdxs = []
67  for phiOct in range(0,8):
68  for etaIdx in range(-25,25):
69  locIdxs += [str(phiOct) + ":" + str(etaIdx)]
70 
71  for containerKey in (list(EfexMonAlg.eFexEMTobKeyList) + list(EfexMonAlg.eFexTauTobKeyList)):
72  helper.defineHistogram(containerKey + '_nTOBs_nocut;h_n'+containerKey+'_nocut', title='Number of '+containerKey+';Number of '+containerKey+';Events',
73  fillGroup = baseGroupName,
74  path=trigPath+pathFromKey(containerKey)+"NoCut",
75  type='TH1I', xbins=100,xmin=-0.5,xmax=99.5)
76  if "Sim" not in containerKey:
77  # don't make these expensive plots for simulation
78  helper.defineHistogram(f"LBN,{containerKey}_nTOBs_nocut;h_"+containerKey+"_nTOBs", title = "Average # of " + containerKey + " TOBs;LBN",
79  fillGroup = baseGroupName + "_" + containerKey,
80  path=trigPath+pathFromKey(containerKey)+"NoCut",
81  type="TH2I",
82  xbins=1,xmin=0,xmax=1,ybins=20,ymin=-0.5,ymax=19.5, opt=['kAddBinsDynamically'])
83 
84 
85  commonAlgConfig = {"libname":"libdqm_summaries.so",
86  "name":"L1Calo_BinsDiffFromStripMedian",
87  "PublishDetail":32}
88  hotCuts = {"ColdCut":-7,"WarmCut":9,"HotCut":20} # when looking at frequency of hot deposits, use these cuts
89 
90  commonThresholdConfig = {
91  "NWrongKnown":[0,100], # warn of any corrections that are needed for the known anomalies lists
92  "NDead":[0,2], # warn on any new dead spots, error if more than a couple
93  "NHot":[0,2], # warn on any new hot spots, error if more than a couple
94  "NCold":[0,2], # warn on any new cold spots, error if more than a couple
95  "NWarm":[0,5], # warn on any new warm spots, error if more than 5
96  "NDeadStrip":[0,0], # no dead strips - exception to this will be in cold hcal, where tile cannot be negative
97  "NConsecUnlikelyStrip":[2,5], # warn if more than 2 consecutive strips deemed unlikely
98  }
99 
100  knownAnomalies_eEM = {
101  "KnownDead":"\"49,41;49,42;48,8\"", #26,14 and 27,14 are L2 masked so cannot seed, but other layers still there so will just be cold in input (not dead). These were unmasked again in 502880 onwards
102  "KnownCold":"\"48,8;2,18;3,17;4,18;5,17;20,31;21,31;23,26;49,10;11,30;11,44;11,51;15,51;40,12;40,19;40,26;10,17;10,18;10,20;2,50;24,49;14,54;12,20;14,51;16,49;21,46;23,47;31,24;34,40;35,40;36,39;37,39;42,38;46,41;47,47;47,8\"",
103  "KnownWarm":"\"11,26;11,52;21,48;40,21;41,21;42,21;43,21;44,21;45,21;46,21;47,21;50,21\"", # there's a warm strip @ phi=21
104  "KnownHot":"\"4,5;6,2;13,48;21,48;14,49;27,53;35,13;22,14\""
105  # HI Running
106  # "KnownDead":"\"49,41;49,42;26,14;27,14;42,37;42,38;46,3;14,51\"", #26,14 and 27,14 are L2 masked so cannot seed, but other layers still there so will just be cold in input (not dead)
107  # "KnownCold":"\"48,8;2,18;3,17;4,18;5,17;20,31;21,31;23,26;49,10;11,30;11,44;11,51;15,51;40,12;40,19;40,26;10,17;10,18;10,20;2,50;24,49;14,54\"",
108  # "KnownWarm":"\"11,26;11,52;21,48;40,21;41,21;42,21;43,21;44,21;45,21;46,21;47,21;50,21\"", # there's a warm strip @ phi=21
109  # "KnownHot":"\"4,5;6,2;13,48;21,48;14,49;27,53;30,23;35,13;22,14\"" # these spots from HI running
110  }
111 
112  # use KnownDead list from input hcal as an automatic cold-spot for eTAU
113  from TrigT1CaloMonitoring.EfexInputMonitorAlgorithm import knownAnomalies_hotHcal
114 
115  # even though dead hcal @ 41,21 .. it's in a warm ecal area, meaning it isn't actually cold
116  knownAnomalies_eTAU = {
117  "KnownCold":knownAnomalies_eEM["KnownDead"][:-1]+";"+knownAnomalies_hotHcal["KnownDead"][1:-1].replace("41,21;","")+knownAnomalies_hotHcal["KnownCold"][1:-1]+";48,8;2,18;3,17;4,18;5,17;49,10;10,18;10,20;20,31;21,31;14,51;15,51;23,26;29,7;17,32;14,54;34,6;40,12;40,19;26,20;11,44;24,49;30,15;32,46;29,5;16,49;12,19;12,20;17,3;20,10;22,47;23,47;34,10;34,40;35,40;37,39;40,26;43,59;47,47;47,8\"",
118  "KnownWarm":"\"24,39;41,21;43,21;44,21;47,21\"",
119  "KnownHot":"\"4,5;6,2;11,27;13,48;15,49;21,48;40,24;42,35;18,4\""
120  # HI Running
121  # "KnownCold":knownAnomalies_eEM["KnownDead"][:-1]+";"+knownAnomalies_hotHcal["KnownDead"][1:-1].replace("41,21;","")+knownAnomalies_hotHcal["KnownCold"][1:-1]+";48,8;2,18;3,17;4,18;5,17;49,10;10,18;10,20;20,31;21,31;14,51;15,51;23,26;29,7;17,32;14,54;34,6;40,12;40,19;26,20;11,44;24,49;30,15;32,46\"",
122  # "KnownWarm":"\"24,39;43,21;44,21\"",
123  # "KnownHot":"\"4,5;6,2;11,27;13,48;15,49;21,48;40,24;42,35;18,4\"" # these spots from HI running
124  }
125 
126  helper.defineDQAlgorithm("Efex_eEM_etaThiMapFilled",
127  hanConfig=commonAlgConfig|hotCuts|knownAnomalies_eEM,
128  thresholdConfig=commonThresholdConfig
129  )
130  helper.defineDQAlgorithm("Efex_eTAU_etaThiMapFilled",
131  hanConfig=commonAlgConfig|hotCuts|knownAnomalies_eTAU,
132  thresholdConfig=commonThresholdConfig
133  )
134 
135  helper.defineDQAlgorithm("Efex_eEM_etaPhiLBMapOutliers_Shifter",
136  hanConfig=commonAlgConfig|hotCuts|knownAnomalies_eEM|{"NBinsY":64,"LiveMode":1},
137  thresholdConfig=commonThresholdConfig
138  ) # configuration for P1 monitoring
139  helper.defineDQAlgorithm("Efex_eEM_etaPhiLBMapOutliers",
140  hanConfig=commonAlgConfig|hotCuts|knownAnomalies_eEM|{"NBinsY":64,"LiveMode":0},
141  thresholdConfig=commonThresholdConfig
142  )
143  helper.defineDQAlgorithm("Efex_eTAU_etaPhiLBMapOutliers_Shifter",
144  hanConfig=commonAlgConfig|hotCuts|knownAnomalies_eTAU|{"NBinsY":64,"LiveMode":1},
145  thresholdConfig=commonThresholdConfig
146  ) # configuration for P1 monitoring
147  helper.defineDQAlgorithm("Efex_eTAU_etaPhiLBMapOutliers",
148  hanConfig=commonAlgConfig|hotCuts|knownAnomalies_eTAU|{"NBinsY":64,"LiveMode":0},
149  thresholdConfig=commonThresholdConfig
150  )
151 
152 
153  # Now define the histograms with low/hi Pt cut
154  for cut_name, cut_val in zip(cut_names, cut_vals):
155  cut_title_addition = '' if (cut_val == 0.0) else ' [Et>=' + '%.1f'%(cut_val/1000) + 'GeV]'
156  # Em first
157  for containerKey in EfexMonAlg.eFexEMTobKeyList:
158  fillGroup = baseGroupName+'_'+containerKey+'_'+cut_name
159  tobStr = containerKey
160  # histograms of eEM variables
161  helper.defineHistogram('nEMTOBs;h_nEmTOBs', title='Number of '+tobStr+'s'+cut_title_addition+';EM '+tobStr+'s;Number of EM '+tobStr+'s',
162  fillGroup=fillGroup,
163  type='TH1I', path=trigPath+pathFromKey(containerKey)+cut_name, xbins=10,xmin=0,xmax=10)
164 
165  helper.defineHistogram('TOBTransverseEnergy;h_TOBTransverseEnergy', title=tobStr+' ET [MeV]'+cut_title_addition,
166  fillGroup=fillGroup,
167  type='TH1F', path=trigPath+pathFromKey(containerKey)+cut_name, xbins=100,xmin=0,xmax=50000)
168 
169  helper.defineHistogram('TOBEta;h_TOBEta', title=tobStr+' Eta'+cut_title_addition,
170  fillGroup=fillGroup,
171  type='TH1F', path=trigPath+pathFromKey(containerKey)+cut_name, xbins=50,xmin=-2.5,xmax=2.5)
172 
173  helper.defineHistogram('TOBPhi;h_TOBPhi', title=tobStr+' Phi'+cut_title_addition,
174  fillGroup=fillGroup,
175  type='TH1F', path=trigPath+pathFromKey(containerKey)+cut_name, xbins=64,xmin=-math.pi,xmax=math.pi)
176 
177  helper.defineHistogram(f"TOBEta,TOBPhi;h_{containerKey}_{cut_name}_EtaPhiMap", title=tobStr+' Count'+cut_title_addition+';#eta;#phi',
178  fillGroup=fillGroup,
179  hanConfig={"display":"SetPalette(55)",
180  "description":f"Any really significant hot/cold spots (see results for significances) should check over what LBs they occurred, using <a href='./detail/h_{containerKey}_{cut_name}_posVsLBN'>detail timeseries</a>. Any new (unknown) spots, if they occur multiple times in a week, please report","algorithm":"Efex_eEM_etaThiMapFilled"},
181  type='TH2F',
182  path=(("Expert/Outputs/"+pathFromKey(containerKey,"")) if "Sim" not in containerKey and "x" not in containerKey else trigPath+pathFromKey(containerKey)+cut_name),
183  xbins=50,xmin=-2.5,xmax=2.5,ybins=64,ymin=-math.pi,ymax=math.pi,opt=['kAlwaysCreate'])
184 
185  if "Sim" not in containerKey and "x" not in containerKey:
186  helper.defineHistogram(f"LBN,binNumber;h_{containerKey}_{cut_name}_posVsLBN", title=tobStr+' Count'+cut_title_addition+';LB;64(x-1)+y',
187  fillGroup=fillGroup,
188  hanConfig={"Expert/algorithm":f"Efex_{pathFromKey(containerKey,'')}_etaPhiLBMapOutliers","Shifter/algorithm":f"Efex_{pathFromKey(containerKey,'')}_etaPhiLBMapOutliers_Shifter",
189  "description":f"Timeseries of TOB counts at each location ... y-axis relates to x and y bin numbers from <a href='../h_{containerKey}_{cut_name}_EtaPhiMap'>eta-phi map</a>. Use Projection X1 for 1D plot"},
190  type='TH2I',
191  paths=["Expert/Outputs/"+pathFromKey(containerKey,"")+"/detail","Shifter/Outputs/"+pathFromKey(containerKey,"")],
192  xbins=1,xmin=0,xmax=10,
193  ybins=64*50,ymin=0.5,ymax=64*50+0.5,opt=['kAddBinsDynamically'])
194 
195  helper.defineHistogram('TOBshelfNumber;h_TOBshelfNumber', title=tobStr+' EM Shelf Number'+cut_title_addition,
196  fillGroup=fillGroup,
197  type='TH1F', path=trigPath+pathFromKey(containerKey)+cut_name, xbins=2,xmin=0,xmax=2)
198 
199  helper.defineHistogram('TOBeFEXNumberSh0;h_TOBeFEXNumberShelf0', title=tobStr+' EM Module Number Shelf 0'+cut_title_addition,
200  fillGroup=fillGroup,
201  type='TH1F', path=trigPath+pathFromKey(containerKey)+cut_name, xbins=12,xmin=0,xmax=12)
202 
203  helper.defineHistogram('TOBeFEXNumberSh1;h_TOBeFEXNumberShelf1', title=tobStr+' EM Module Number Shelf 1'+cut_title_addition,
204  fillGroup=fillGroup,
205  type='TH1F', path=trigPath+pathFromKey(containerKey)+cut_name, xbins=12,xmin=0,xmax=12)
206 
207  helper.defineHistogram('TOBfpga;h_TOBfpga', title=tobStr+' EM FPGA'+cut_title_addition,
208  fillGroup=fillGroup,
209  type='TH1F', path=trigPath+pathFromKey(containerKey)+cut_name, xbins=4,xmin=0,xmax=4)
210 
211  helper.defineHistogram('TOBReta;h_TOBReta', title=tobStr+' EM Reta'+cut_title_addition,
212  fillGroup=fillGroup,
213  type='TH1F', path=trigPath+pathFromKey(containerKey)+cut_name,xbins=250,xmin=0,xmax=1)
214 
215  helper.defineHistogram('TOBRhad;h_TOBRhad', title=tobStr+' EM Rhad'+cut_title_addition,
216  fillGroup=fillGroup,
217  type='TH1F', path=trigPath+pathFromKey(containerKey)+cut_name, xbins=250,xmin=0,xmax=1)
218 
219  helper.defineHistogram('TOBWstot;h_TOBWstot', title=tobStr+' EM Wstot'+cut_title_addition,
220  fillGroup=fillGroup,
221  type='TH1F', path=trigPath+pathFromKey(containerKey)+cut_name, xbins=250,xmin=0,xmax=1)
222 
223  threshold_labels = ['fail','loose','medium','tight']
224  helper.defineHistogram('TOBReta_threshold;h_TOBReta_threshold', title=tobStr+' EM Reta threshold'+cut_title_addition,
225  fillGroup=fillGroup,
226  type='TH1F', path=trigPath+pathFromKey(containerKey)+cut_name,xbins=4,xmin=0,xmax=4.0,xlabels=threshold_labels)
227 
228  helper.defineHistogram('TOBRhad_threshold;h_TOBRhad_threshold', title=tobStr+' EM Rhad threshold'+cut_title_addition,
229  fillGroup=fillGroup,
230  type='TH1F', path=trigPath+pathFromKey(containerKey)+cut_name, xbins=4,xmin=0,xmax=4.0,xlabels=threshold_labels)
231 
232  helper.defineHistogram('TOBWstot_threshold;h_TOBWstot_threshold', title=tobStr+' EM Wstot threshold'+cut_title_addition,
233  fillGroup=fillGroup,
234  type='TH1F', path=trigPath+pathFromKey(containerKey)+cut_name, xbins=4,xmin=0,xmax=4.0,xlabels=threshold_labels)
235 
236  # Now Tau
237  for containerKey in EfexMonAlg.eFexTauTobKeyList:
238  fillGroup = baseGroupName+'_'+containerKey+'_'+cut_name
239  tobStr = containerKey
240  # plotting of eTau variables
241  helper.defineHistogram('nTauTOBs;h_nTauTOBs', title='Number of '+tobStr+'s'+cut_title_addition+';Tau '+tobStr+'s;Number of Tau '+tobStr+'s',
242  fillGroup = fillGroup,
243  type='TH1I', path=trigPath+pathFromKey(containerKey)+cut_name, xbins=10,xmin=0,xmax=10)
244 
245  helper.defineHistogram('tauTOBTransverseEnergy;h_tauTOBTransverseEnergy', title=tobStr+' Tau Transverse Energy [MeV]'+cut_title_addition,
246  fillGroup = fillGroup,
247  type='TH1F', path=trigPath+pathFromKey(containerKey)+cut_name, xbins=100,xmin=0,xmax=50000)
248 
249  helper.defineHistogram('tauTOBEta;h_tauTOBEta', title=tobStr+' Tau Eta'+cut_title_addition,
250  fillGroup = fillGroup,
251  type='TH1F', path=trigPath+pathFromKey(containerKey)+cut_name, xbins=60,xmin=-2.5,xmax=2.5)
252 
253  helper.defineHistogram('tauTOBPhi;h_tauTOBPhi', title=tobStr+' Tau Phi'+cut_title_addition,
254  fillGroup = fillGroup,
255  type='TH1F', path=trigPath+pathFromKey(containerKey)+cut_name, xbins=100,xmin=-math.pi,xmax=math.pi)
256 
257  helper.defineHistogram(f"tauTOBEta,tauTOBPhi;h_{containerKey}_{cut_name}_EtaPhiMap", title='eTAU '+tobStr+' Count'+cut_title_addition+';#eta;#phi',
258  fillGroup = fillGroup,
259  hanConfig={"display":"SetPalette(55)",
260  "description":f"Any really significant hot/cold spots (see results for significances) should check over what LBs they occurred, using <a href='./detail/h_{containerKey}_{cut_name}_posVsLBN'>detail timeseries</a>. Any new (unknown) spots, if they occur multiple times in a week, please report","algorithm":"Efex_eTAU_etaThiMapFilled"},
261  type='TH2F',
262  path=(("Expert/Outputs/"+pathFromKey(containerKey,"")) if "Sim" not in containerKey and "x" not in containerKey else (trigPath+pathFromKey(containerKey)+cut_name)),
263  xbins=50,xmin=-2.5,xmax=2.5,ybins=64,ymin=-math.pi,ymax=math.pi,opt=['kAlwaysCreate'])
264 
265  if "Sim" not in containerKey and "x" not in containerKey:
266  helper.defineHistogram(f"LBN,binNumber;h_{containerKey}_{cut_name}_posVsLBN", title='eTAU '+tobStr+' Count'+cut_title_addition+';LB;64(x-1)+y',
267  fillGroup=fillGroup,
268  hanConfig={"Expert/algorithm":f"Efex_{pathFromKey(containerKey,'')}_etaPhiLBMapOutliers","Shifter/algorithm":f"Efex_{pathFromKey(containerKey,'')}_etaPhiLBMapOutliers_Shifter",
269  "description":f"Timeseries of TOB counts at each location ... y-axis relates to x and y bin numbers from <a href='../h_{containerKey}_{cut_name}_EtaPhiMap'>eta-phi map</a>. Use Projection X1 for 1D plot"},
270  type='TH2I',
271  paths=["Expert/Outputs/"+pathFromKey(containerKey,"")+"/detail","Shifter/Outputs/"+pathFromKey(containerKey,"")],
272  xbins=1,xmin=0,xmax=10,
273  ybins=64*50,ymin=0.5,ymax=64*50+0.5,opt=['kAddBinsDynamically'])
274 
275  helper.defineHistogram('tauTOBshelfNumber;h_tauTOBshelfNumber', title=tobStr+' Tau Shelf Number'+cut_title_addition,
276  fillGroup = fillGroup,
277  type='TH1F', path=trigPath+pathFromKey(containerKey)+cut_name, xbins=2,xmin=0,xmax=2)
278 
279  helper.defineHistogram('tauTOBeFEXNumberSh0;h_tauTOBeFEXNumberShelf0', title=tobStr+' Tau Module Number Shelf 0'+cut_title_addition,
280  fillGroup = fillGroup,
281  type='TH1F', path=trigPath+pathFromKey(containerKey)+cut_name, xbins=12,xmin=0,xmax=12)
282 
283  helper.defineHistogram('tauTOBeFEXNumberSh1;h_tauTOBeFEXNumberShelf1', title=tobStr+' Tau Module Number Shelf 1'+cut_title_addition,
284  fillGroup = fillGroup,
285  type='TH1F', path=trigPath+pathFromKey(containerKey)+cut_name, xbins=12,xmin=0,xmax=12)
286 
287 
288  helper.defineHistogram('tauTOBfpga;h_tauTOBfpga', title=tobStr+' Tau FPGA'+cut_title_addition,
289  fillGroup = fillGroup,
290  type='TH1F', path=trigPath+pathFromKey(containerKey)+cut_name, xbins=4,xmin=0,xmax=4)
291 
292  helper.defineHistogram('tauTOBRcore;h_tauTOBRcore', title=tobStr+' Tau rCore'+cut_title_addition,
293  fillGroup = fillGroup,
294  type='TH1F', path=trigPath+pathFromKey(containerKey)+cut_name, xbins=250,xmin=0,xmax=1)
295 
296  helper.defineHistogram('tauTOBRhad;h_tauTOBRhad', title=tobStr+' Tau rHad'+cut_title_addition,
297  fillGroup = fillGroup,
298  type='TH1F', path=trigPath+pathFromKey(containerKey)+cut_name, xbins=250,xmin=0,xmax=1)
299 
300  helper.defineHistogram('tauTOBRcore_threshold;h_tauTOBRcore_threshold', title=tobStr+' Tau rCore threshold'+cut_title_addition,
301  fillGroup = fillGroup,
302  type='TH1F', path=trigPath+pathFromKey(containerKey)+cut_name, xbins=4,xmin=0,xmax=4.0, xlabels=threshold_labels)
303 
304  helper.defineHistogram('tauTOBRhad_threshold;h_tauTOBRhad_threshold', title=tobStr+' Tau rHad threshold'+cut_title_addition,
305  fillGroup = fillGroup,
306  type='TH1F', path=trigPath+pathFromKey(containerKey)+cut_name, xbins=4,xmin=0,xmax=4.0, xlabels=threshold_labels)
307 
308  helper.defineHistogram('tauTOBthree_threshold;h_tauTOBthree_threshold', title=tobStr+' Tau 3 taus threshold'+cut_title_addition,
309  fillGroup = fillGroup,
310  type='TH1F', path=trigPath+pathFromKey(containerKey)+cut_name, xbins=4,xmin=0,xmax=4.0, xlabels=threshold_labels)
311 
312  acc = helper.result()
313  result.merge(acc)
314  return result
315 
316 
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