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python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder Class Reference
Collaboration diagram for python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder:

Public Member Functions

def __init__ (self, helper)
 
def configureMode (self)
 
def configure (self)
 
def getTriggerInfo (self, str trigger, use_thresholds=True)
 
def configureTriggers (self)
 
def configureAlgorithmSingle (self)
 
def configureAlgorithmDiTau (self)
 
def configureAlgorithmBoostedDiTau (self)
 
def configureAlgorithmTagAndProbe (self)
 
def configureAlgorithmTruth (self)
 
def configureAlgorithmL1 (self)
 
def bookHLTEffHistograms (self, mon_alg, base_path, trigger, n_prong)
 
def bookIDInputScalar (self, mon_alg, base_path, trigger, n_prong, online)
 
def bookIDInputTrack (self, mon_alg, base_path, trigger, online)
 
def bookIDInputCluster (self, mon_alg, base_path, trigger, online)
 
def bookIDScores (self, mon_alg, base_path, trigger, n_prong, online)
 
def bookBasicVars (self, mon_alg, base_path, trigger, n_prong, online)
 
def bookDiTauHLTEffHistograms (self, mon_alg, base_path, trigger)
 
def bookDiTauVars (self, mon_alg, base_path, trigger)
 
def bookBoostedDiTauVars (self, mon_alg, base_path, trigger)
 
def bookTAndPHLTEffHistograms (self, mon_alg, base_path, trigger)
 
def bookTAndPVars (self, mon_alg, base_path, trigger)
 
def bookTruthEfficiency (self, mon_alg, base_path, trigger, n_prong)
 
def bookTruthVars (self, mon_alg, base_path, trigger, n_prong)
 
def bookL1EffHistograms (self, mon_alg, base_path, trigger, n_prong)
 
def bookL1Vars (self, mon_alg, base_path, trigger)
 
def getCustomPtBinning (self, trigger, fine=False)
 

Public Attributes

 logger
 
 base_path
 
 helper
 
 L1_Phase1_thresholds
 
 L1_Phase1_threshold_mappings
 
 activate_single_tau
 
 mon_alg_single
 
 HLT_single_items
 
 activate_ditau
 
 mon_alg_ditau
 
 HLT_ditau_items
 
 activate_boosted_ditau
 
 mon_alg_boosted_ditau
 
 HLT_boosted_ditau_items
 
 activate_tag_and_probe
 
 mon_alg_tag_and_probe
 
 HLT_tag_and_probe_items
 
 activate_truth
 
 mon_alg_truth
 
 HLT_truth_items
 
 activate_L1
 
 mon_alg_L1
 
 L1_items
 
 is_mc
 
 data_type
 
 mon_alg_single_no_offline
 
 mon_alg_single_gntau
 
 mon_alg_ditau_gntau
 
 mon_alg_tag_and_probe_gntau
 
 mon_alg_L1_no_offline
 
 mon_alg_L1_alt
 
 mon_alg_L1_gntau
 

Static Public Attributes

 do_single_tau
 
 do_L1
 
 do_ditau
 
 do_boosted_ditau
 
 do_tag_and_probe
 
 do_truth
 
 do_total_efficiency
 
 require_offline_taus
 
 do_duplicate_var_plots_without_offline_taus
 
 do_duplicate_with_offline_gntau
 
 hlt_tauid_scores
 
 offline_tauid_scores
 
 offline_taujets
 
 offline_GNTau_WP
 
 do_alternative_eTAU_monitoring
 
 maxsize
 

Private Member Functions

def _L1_Phase1_thresholds_stdmap (self)
 
def _L1_Phase1_threshold_mappings_stdmap (self)
 
def _configureAlgorithm (self, algorithm_factory, name)
 

Detailed Description

Definition at line 8 of file TrigTauMonitoringConfig.py.

Constructor & Destructor Documentation

◆ __init__()

def python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.__init__ (   self,
  helper 
)

Definition at line 66 of file TrigTauMonitoringConfig.py.

66  def __init__(self, helper):
67  from AthenaCommon.Logging import logging
68  self.logger = logging.getLogger('TrigTauMonAlgBuilder')
69 
70  self.base_path = 'HLT/TauMon'
71  self.helper = helper
72 
73  # Threshold information for all Phase 1 items
74  self.L1_Phase1_thresholds = {} # E_T cuts
75  self.L1_Phase1_threshold_mappings = {} # thresholdMappings bit masks
76 
77  # Monitoring algorithms, and lists of items to monitor (will be filled on configure())
78  self.activate_single_tau = self.do_single_tau
79  self.mon_alg_single = None
80  self.HLT_single_items = []
81 
82  self.activate_ditau = self.do_ditau
83  self.mon_alg_ditau = None
84  self.HLT_ditau_items = []
85 
86  self.activate_boosted_ditau = self.do_boosted_ditau
87  self.mon_alg_boosted_ditau = None
88  self.HLT_boosted_ditau_items = []
89 
90  self.activate_tag_and_probe = self.do_tag_and_probe
91  self.mon_alg_tag_and_probe = None
92  self.HLT_tag_and_probe_items = []
93 
94  self.activate_truth = self.do_truth
95  self.mon_alg_truth = None
96  self.HLT_truth_items = []
97 
98  self.activate_L1 = self.do_L1
99  self.mon_alg_L1 = None
100  self.L1_items = []
101 
102  self.configureMode()
103 
104 

Member Function Documentation

◆ _configureAlgorithm()

def python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder._configureAlgorithm (   self,
  algorithm_factory,
  name 
)
private

Definition at line 264 of file TrigTauMonitoringConfig.py.

264  def _configureAlgorithm(self, algorithm_factory, name):
265  self.logger.info(f'Creating the monitoring algorithm: {name}')
266  mon_alg = self.helper.addAlgorithm(algorithm_factory, name)
267  mon_alg.L1Phase1Thresholds = self.L1_Phase1_thresholds
268  mon_alg.L1Phase1ThresholdPatterns = self.L1_Phase1_threshold_mappings
269  mon_alg.OfflineTauJetKey = self.offline_taujets
270  mon_alg.OfflineGNTauDecorKey = self.offline_GNTau_WP
271  return mon_alg
272 
273 

◆ _L1_Phase1_threshold_mappings_stdmap()

def python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder._L1_Phase1_threshold_mappings_stdmap (   self)
private

Definition at line 158 of file TrigTauMonitoringConfig.py.

158  def _L1_Phase1_threshold_mappings_stdmap(self):
159  import ROOT
160  m = ROOT.std.map[ROOT.std.string, ROOT.uint64_t]()
161  for item, thr in self.L1_Phase1_threshold_mappings.items():
162  m[item] = thr
163  return m
164 

◆ _L1_Phase1_thresholds_stdmap()

def python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder._L1_Phase1_thresholds_stdmap (   self)
private

Definition at line 150 of file TrigTauMonitoringConfig.py.

150  def _L1_Phase1_thresholds_stdmap(self):
151  import ROOT
152  m = ROOT.std.map[ROOT.std.string, ROOT.float]()
153  for item, thr in self.L1_Phase1_thresholds.items():
154  m[item] = thr
155  return m
156 

◆ bookBasicVars()

def python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.bookBasicVars (   self,
  mon_alg,
  base_path,
  trigger,
  n_prong,
  online 
)

Definition at line 611 of file TrigTauMonitoringConfig.py.

611  def bookBasicVars(self, mon_alg, base_path, trigger, n_prong, online):
612  type_str = 'HLT' if online else 'Offline'
613  mon_group_name = f'{trigger}_{type_str}_basicVars_{n_prong}'
614  mon_group_path = f'{base_path}/basicVars/{trigger}/{type_str}_{n_prong}'
615  mon_group = self.helper.addGroup(mon_alg, mon_group_name, mon_group_path)
616 
617  binning = self.getCustomPtBinning(trigger, fine=True)
618 
619  mon_group.defineHistogram('Pt', title=f'{type_str} p_{{T}}; p_{{T}} [GeV]; Events', xbins=binning, opt='kAlwaysCreate')
620  mon_group.defineHistogram('Eta', title=f'{type_str} #eta; #eta; Events', xbins=26, xmin=-2.6, xmax=2.6, opt='kAlwaysCreate')
621  mon_group.defineHistogram('Phi', title=f'{type_str} #phi; #phi; Events', xbins=16, xmin=-3.2, xmax=3.2, opt='kAlwaysCreate')
622  mon_group.defineHistogram('nTrack', title=f'{type_str} Number of tracks; N_{{track}}; Events', xbins=10, xmin=0, xmax=10, opt='kAlwaysCreate')
623  mon_group.defineHistogram('Eta,Phi', type='TH2F', title=f'{type_str} #eta vs #phi; #eta; #phi', xbins=26, xmin=-2.6, xmax=2.6, ybins=16, ymin=-3.2, ymax=3.2, opt='kAlwaysCreate')
624  mon_group.defineHistogram('Pt,Phi', type='TH2F', title=f'{type_str} p_{{T}} vs #phi; p_{{T}} [GeV]; #phi', xbins=binning, ybins=16, ymin=-3.2, ymax=3.2, opt='kAlwaysCreate')
625  mon_group.defineHistogram('Pt,Eta', type='TH2F', title=f'{type_str} p_{{T}} vs #eta; p_{{T}} [GeV]; #eta', xbins=binning, ybins=26, ymin=-2.6, ymax=2.6, opt='kAlwaysCreate')
626  mon_group.defineHistogram('nIsoTrack', title=f'{type_str} Number of isolation tracks; N_{{track}}^{{iso}}; Events', xbins=10, xmin=0, xmax=10, opt='kAlwaysCreate')
627  mon_group.defineHistogram('averageMu', title=f'{type_str} Average #mu; #LT#mu$GT; Events', xbins=20, xmin=0, xmax=80, opt='kAlwaysCreate')
628  mon_group.defineHistogram('TauVertexX', title=f'{type_str} Tau Vertex X; x [mm]; Events', xbins=100, xmin=-1, xmax=1, opt='kAlwaysCreate')
629  mon_group.defineHistogram('TauVertexY', title=f'{type_str} Tau Vertex Y; y [mm]; Events', xbins=100, xmin=-2, xmax=0, opt='kAlwaysCreate')
630  mon_group.defineHistogram('TauVertexZ', title=f'{type_str} Tau Vertex Z; z [mm]; Events', xbins=120, xmin=-120, xmax=120, opt='kAlwaysCreate')
631 
632 

◆ bookBoostedDiTauVars()

def python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.bookBoostedDiTauVars (   self,
  mon_alg,
  base_path,
  trigger 
)

Definition at line 697 of file TrigTauMonitoringConfig.py.

697  def bookBoostedDiTauVars(self, mon_alg, base_path, trigger):
698  mon_group_name = f'{trigger}_BoostedDiTauVars'
699  mon_group_path = f'{base_path}/BoostedDiTauVars/{trigger}'
700  mon_group = self.helper.addGroup(mon_alg, mon_group_name, mon_group_path)
701 
702  mon_group.defineHistogram('omni_score', title='omni_score; omni_score; Events', xbins=50, xmin=0, xmax=1, opt='kAlwaysCreate')
703  mon_group.defineHistogram('R_tracks_lead', title='R_tracks_lead; R_tracks_lead; Events', xbins=50, xmin=0, xmax=0.2, opt='kAlwaysCreate')
704  mon_group.defineHistogram('R_tracks_subl', title='R_tracks_subl; R_tracks_subl; Events', xbins=50, xmin=0, xmax=0.2, opt='kAlwaysCreate')
705  mon_group.defineHistogram('f_core_lead', title='f_core_lead; f_core_lead; Events', xbins=50, xmin=0, xmax=1, opt='kAlwaysCreate')
706  mon_group.defineHistogram('f_core_subl', title='f_core_subl; f_core_subl; Events', xbins=50, xmin=0, xmax=1, opt='kAlwaysCreate')
707  mon_group.defineHistogram('n_track', title='Number of tracks; n_tracks; Events', xbins=51, xmin=-0.5, xmax=50.5, opt='kAlwaysCreate')
708  mon_group.defineHistogram('n_tracks_lead', title='Number of Lead tracks; n_tracks_lead; Events', xbins=11, xmin=-0.5, xmax=10.5, opt='kAlwaysCreate')
709  mon_group.defineHistogram('n_tracks_subl', title='Number of Sub-Lead tracks; n_tracks_subl; Events', xbins=11, xmin=-0.5, xmax=10.5, opt='kAlwaysCreate')
710  mon_group.defineHistogram('Pt', title='p_{T}(#tau,#tau); p_{T} [GeV]; Events', xbins=50, xmin=160, xmax=1300, opt='kAlwaysCreate')
711  mon_group.defineHistogram('Eta', title='#eta(#tau,#tau); #eta(#tau,#tau); Events', xbins=26, xmin=-2.6, xmax=2.6, opt='kAlwaysCreate')
712  mon_group.defineHistogram('Phi', title='#phi(#tau,#tau); #phi(#tau,#tau); Events', xbins=16, xmin=-3.2, xmax=3.2, opt='kAlwaysCreate')
713  mon_group.defineHistogram('M', title='m(#tau,#tau); m_{#tau,#tau}; Events', xbins=50, xmin=0, xmax=250, opt='kAlwaysCreate')
714 

◆ bookDiTauHLTEffHistograms()

def python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.bookDiTauHLTEffHistograms (   self,
  mon_alg,
  base_path,
  trigger 
)

Definition at line 633 of file TrigTauMonitoringConfig.py.

633  def bookDiTauHLTEffHistograms(self, mon_alg, base_path, trigger):
634  mon_group_name = f'{trigger}_DiTauHLT_Efficiency'
635  mon_group_path = f'{base_path}/DiTauHLT_Efficiency/{trigger}/DiTauHLT_Efficiency'
636  mon_group = self.helper.addGroup(mon_alg, mon_group_name, mon_group_path)
637 
638  def defineEachStepHistograms(xvariable, xlabel, xbins, xmin, xmax, eff='HLT', high_pt=False):
639  pass_flag = f'{eff}_pass'
640  sfx = ''
641 
642  if high_pt:
643  pass_flag += '_highPt'
644  sfx += '_highPt'
645  xlabel += ' (p_{T}^{1,2} > p_{T}^{thr 1,2} + 20 GeV)'
646 
647  mon_group.defineHistogram(f'{pass_flag},{xvariable};EffDiTau{eff}_{xvariable}{sfx}_wrt_Offline',
648  title=f'DiTau {eff} Efficiency {trigger};{xlabel};Efficiency',
649  type='TEfficiency', xbins=xbins, xmin=xmin, xmax=xmax, opt='kAlwaysCreate')
650 
651  eff_list = ['HLT'] + (['Total'] if self.do_total_efficiency else [])
652  for eff in eff_list:
653  defineEachStepHistograms('dR', '#Delta R(#tau,#tau)', 20, 0, 4, eff)
654  defineEachStepHistograms('dEta', '#Delta#eta(#tau,#tau)', 20, 0, 4, eff)
655  defineEachStepHistograms('dPhi', '#Delta#phi(#tau,#tau)', 8, -3.2, 3.2, eff)
656 
657  defineEachStepHistograms('dR', '#Delta R(#tau,#tau)', 20, 0, 4, eff, high_pt=True)
658  defineEachStepHistograms('dEta', '#Delta#eta(#tau,#tau)', 20, 0, 4, eff, high_pt=True)
659  defineEachStepHistograms('dPhi', '#Delta#phi(#tau,#tau)', 8, -3.2, 3.2, eff, high_pt=True)
660  defineEachStepHistograms('averageMu', '#LT#mu#GT', 10, 0, 80, eff)
661 
662  # Save quantities in TTree for offline analysis
663  mon_group.defineTree('dR,dEta,dPhi,averageMu,HLT_pass;DiTauHLTEffTree',
664  treedef='dR/F:dEta/F:dPhi/F:averageMu/F:HLT_pass/I')
665 
666 

◆ bookDiTauVars()

def python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.bookDiTauVars (   self,
  mon_alg,
  base_path,
  trigger 
)

Definition at line 667 of file TrigTauMonitoringConfig.py.

667  def bookDiTauVars(self, mon_alg, base_path, trigger):
668  mon_group_name = f'{trigger}_DiTauVars'
669  mon_group_path = f'{base_path}/DiTauVars/{trigger}'
670  mon_group = self.helper.addGroup(mon_alg, mon_group_name, mon_group_path)
671 
672  mon_group.defineHistogram('leadHLTEt,subleadHLTEt', type='TH2F', title='p_{T}^{lead} vs p_{T}^{sublead}; p_{T}^{lead} [GeV]; p_{T}^{sublead} [GeV]',
673  xbins=50, xmin=0, xmax=250, ybins=50, ymin=0, ymax=250, opt='kAlwaysCreate')
674  mon_group.defineHistogram('leadHLTEta,subleadHLTEta', type='TH2F', title='#eta_{lead} vs #eta_{sublead}; #eta_{lead}; #eta_{sublead}',
675  xbins=26, xmin=-2.6, xmax=2.6, ybins=26, ymin=-2.6, ymax=2.6, opt='kAlwaysCreate')
676  mon_group.defineHistogram('leadHLTPhi,subleadHLTPhi', type='TH2F', title='#phi_{lead} vs #phi_{sublead}; #phi_{lead}; #phi_{sublead}',
677  xbins=16, xmin=-3.2, xmax=3.2, ybins=16, ymin=-3.2, ymax=3.2, opt='kAlwaysCreate')
678  mon_group.defineHistogram('dR', title='#Delta R(#tau,#tau); #Delta R(#tau,#tau); Events', xbins=40, xmin=0, xmax=4, opt='kAlwaysCreate')
679  mon_group.defineHistogram('dEta', title='#Delta#eta(#tau,#tau); #Delta#eta(#tau,#tau); Events', xbins=40, xmin=0, xmax=4, opt='kAlwaysCreate')
680  mon_group.defineHistogram('dPhi', title='#Delta#phi(#tau,#tau); #Delta#phi(#tau,#tau); Events', xbins=16, xmin=-3.2, xmax=3.2, opt='kAlwaysCreate')
681 
682  mon_group.defineHistogram('Pt', title='p_{T}(#tau,#tau); p_{T} [GeV]; Events', xbins=50, xmin=0, xmax=250, opt='kAlwaysCreate')
683  mon_group.defineHistogram('Eta', title='#eta(#tau,#tau); #eta(#tau,#tau); Events', xbins=26, xmin=-2.6, xmax=2.6, opt='kAlwaysCreate')
684  mon_group.defineHistogram('Phi', title='#phi(#tau,#tau); #phi(#tau,#tau); Events', xbins=16, xmin=-3.2, xmax=3.2, opt='kAlwaysCreate')
685  mon_group.defineHistogram('M', title='m(#tau,#tau); m_{#tau,#tau}; Events', xbins=50, xmin=0, xmax=250, opt='kAlwaysCreate')
686  mon_group.defineHistogram('dPt', title='#Delta p_{T}(#tau, #tau); p_{T} [GeV]; Events', xbins=20, xmin=0, xmax=200, opt='kAlwaysCreate')
687 
688  mon_group.defineTree('leadHLTEt,subleadHLTEt,leadHLTEta,subleadHLTEta,leadHLTPhi,subleadHLTPhi,dR,dEta,dPhi,Pt,Eta,Phi,M,dPt;DiTauVarsTree',
689  treedef='leadHLTEt/F:subleadHLTEt/F:leadHLTEta/F:subleadHLTEta/F:leadHLTPhi/F:subleadHLTPhi/F:dR/F:dEta/F:dPhi/F:Pt/F:Eta/F:Phi/F:M/F:dPt/F')
690 
691 # def bookBoostedDiTauHLTEffHistograms(self, mon_alg, base_path, trigger):

◆ bookHLTEffHistograms()

def python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.bookHLTEffHistograms (   self,
  mon_alg,
  base_path,
  trigger,
  n_prong 
)

Definition at line 486 of file TrigTauMonitoringConfig.py.

486  def bookHLTEffHistograms(self, mon_alg, base_path, trigger, n_prong):
487  mon_group_name = f'{trigger}_HLT_Efficiency_{n_prong}'
488  mon_group_path = f'{base_path}/HLT_Efficiency/{trigger}/HLT_Efficiency_{n_prong}'
489  mon_group = self.helper.addGroup(mon_alg, mon_group_name, mon_group_path)
490 
491  def defineEachStepHistograms(xvariable, xlabel, xbins, xmin, xmax, eff='HLT', high_pt=False, coarse=False):
492  pass_flag = f'{eff}_pass'
493  sfx = ''
494 
495  if high_pt:
496  pass_flag += '_highPt'
497  sfx += '_highPt'
498  xlabel += ' (p_{T} > p_{T}^{thr} + 20 GeV)'
499  elif coarse: sfx = '_coarse'
500 
501  mon_group.defineHistogram(f'{pass_flag},{xvariable};Eff{eff}_{xvariable}{sfx}_wrt_Offline',
502  title=f'{eff} Efficiency {trigger} {n_prong}; {xlabel}; Efficiency',
503  type='TEfficiency', xbins=xbins, xmin=xmin, xmax=xmax, opt='kAlwaysCreate')
504 
505  coarse_binning = self.getCustomPtBinning(trigger)
506 
507  eff_list = ['HLT'] + (['Total'] if self.do_total_efficiency else [])
508  for eff in eff_list:
509  defineEachStepHistograms('tauPt', 'p_{T} [GeV]', 60, 0.0, 300., eff)
510  defineEachStepHistograms('tauPt', 'p_{T} [GeV]', coarse_binning, coarse_binning[0], coarse_binning[-1], eff, coarse=True)
511  defineEachStepHistograms('tauEta', '#eta', 13, -2.6, 2.6, eff)
512  defineEachStepHistograms('tauPhi', '#phi', 16, -3.2, 3.2, eff)
513  defineEachStepHistograms('tauEta', '#eta', 13, -2.6, 2.6, eff, high_pt=True)
514  defineEachStepHistograms('tauPhi', '#phi', 16, -3.2, 3.2, eff, high_pt=True)
515  defineEachStepHistograms('averageMu', '#LT#mu#GT', 10, 0, 80, eff)
516 
517  # Save quantities in TTree for offline analysis
518  mon_group.defineTree('tauPt,tauEta,tauPhi,averageMu,HLT_pass;HLTEffTree',
519  treedef='tauPt/F:tauEta/F:tauPhi/F:averageMu/F:HLT_pass/I')
520 
521 

◆ bookIDInputCluster()

def python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.bookIDInputCluster (   self,
  mon_alg,
  base_path,
  trigger,
  online 
)

Definition at line 564 of file TrigTauMonitoringConfig.py.

564  def bookIDInputCluster(self, mon_alg, base_path, trigger, online):
565  type_str = 'HLT' if online else 'Offline'
566  mon_group_name = f'{trigger}_ID_{type_str}_InputCluster'
567  mon_group_path = f'{base_path}/TauIDVars/InputCluster/{trigger}/{type_str}'
568  mon_group = self.helper.addGroup(mon_alg, mon_group_name, mon_group_path)
569 
570  mon_group.defineHistogram('n_cluster', title='Number of clusters; N_{cluster}; Events', xbins=30, xmin=0, xmax=30, opt='kAlwaysCreate')
571  mon_group.defineHistogram('cluster_et_log', title='cluster_et_log; cluster_et_log; Events', xbins=30, xmin=0, xmax=6, opt='kAlwaysCreate')
572  mon_group.defineHistogram('cluster_pt_jetseed_log', title='cluster_pt_jetseed_log; cluster_pt_jetseed_log; Events', xbins=50, xmin=2, xmax=7, opt='kAlwaysCreate')
573  mon_group.defineHistogram('cluster_eta', title='Cluster #eta; #eta; Events', xbins=26, xmin=-2.6, xmax=2.6, opt='kAlwaysCreate')
574  mon_group.defineHistogram('cluster_phi', title='Cluster #phi; #phi; Events', xbins=16, xmin=-3.2, xmax=3.2, opt='kAlwaysCreate')
575  mon_group.defineHistogram('cluster_dEta', title='Cluster #Delta#eta; #Delta#eta; Events', xbins=100, xmin=-0.5, xmax=0.5, opt='kAlwaysCreate')
576  mon_group.defineHistogram('cluster_dPhi', title='Cluster #Delta#phi; #Delta#phi; Events', xbins=100, xmin=-0.5, xmax=0.5, opt='kAlwaysCreate')
577  mon_group.defineHistogram('cluster_SECOND_R_log10', title='cluster_SECOND_R_log10; cluster_SECOND_R_log10; Events', xbins=50, xmin=-3, xmax=7, opt='kAlwaysCreate')
578  mon_group.defineHistogram('cluster_SECOND_LAMBDA_log10', title='cluster_SECOND_LAMBDA_log10; cluster_SECOND_LAMBDA_log10; Events', xbins=50, xmin=-3, xmax=7, opt='kAlwaysCreate')
579  mon_group.defineHistogram('cluster_CENTER_LAMBDA_log10', title='cluster_CENTER_LAMBDA_log10; cluster_CENTER_LAMBDA_log10; Events', xbins=50, xmin=-2, xmax=5, opt='kAlwaysCreate')
580  mon_group.defineHistogram('cluster_eta,cluster_phi', type='TH2F', title='Cluster #eta vs #phi; #eta; #phi', xbins=26, xmin=-2.6, xmax=2.6, ybins=16, ymin=-3.2, ymax=3.2, opt='kAlwaysCreate')
581  mon_group.defineHistogram('cluster_dEta,cluster_dPhi', type='TH2F', title='Cluster #Delta#eta vs #Delta#phi; #Delta#eta; #Delta#phi', xbins=100, xmin=-0.5, xmax=0.5, ybins=100, ymin=-0.5, ymax=0.5, opt='kAlwaysCreate')
582 
583 

◆ bookIDInputScalar()

def python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.bookIDInputScalar (   self,
  mon_alg,
  base_path,
  trigger,
  n_prong,
  online 
)

Definition at line 522 of file TrigTauMonitoringConfig.py.

522  def bookIDInputScalar(self, mon_alg, base_path, trigger, n_prong, online):
523  type_str = 'HLT' if online else 'Offline'
524  mon_group_name = f'{trigger}_ID_{type_str}_InputScalar_{n_prong}'
525  mon_group_path = f'{base_path}/TauIDVars/InputScalar_{n_prong}/{trigger}/{type_str}'
526  mon_group = self.helper.addGroup(mon_alg, mon_group_name, mon_group_path)
527 
528  mon_group.defineHistogram('centFrac', title=f'Centrality Fraction ({n_prong}); centFrac; Events', xbins=50, xmin=-0.05, xmax=1.2, opt='kAlwaysCreate')
529  mon_group.defineHistogram('etOverPtLeadTrk', title=f'etOverPtLeadTrk log ({n_prong}); etOverPtLeadTrk_log; Events', xbins=60, xmin=-3, xmax=3, opt='kAlwaysCreate')
530  mon_group.defineHistogram('dRmax', title=f'max dR of associated tracks ({n_prong}); dRmax; Events', xbins=50, xmin=-0.1, xmax=0.3, opt='kAlwaysCreate')
531  mon_group.defineHistogram('absipSigLeadTrk', title=f'AbsIpSigLeadTrk ({n_prong}); absipSigLeadTrk; Events', xbins=25, xmin=0.0, xmax=20.0, opt='kAlwaysCreate')
532  mon_group.defineHistogram('sumPtTrkFrac', title=f'SumPtTrkFrac ({n_prong}); SumPtTrkFrac; Events', xbins=50, xmin=-0.5, xmax=1.1, opt='kAlwaysCreate')
533  mon_group.defineHistogram('emPOverTrkSysP', title=f'EMPOverTrkSysP log ({n_prong}); EMPOverTrkSysP_log; Events', xbins=50, xmin=-5, xmax=3, opt='kAlwaysCreate')
534  mon_group.defineHistogram('ptRatioEflowApprox', title=f'ptRatioEflowApprox ({n_prong}); ptRatioEflowApprox; Events', xbins=50, xmin=0.0, xmax=2.0, opt='kAlwaysCreate')
535  mon_group.defineHistogram('mEflowApprox', title=f'mEflowApprox log ({n_prong}); mEflowApprox_log; Events', xbins=50, xmin=0, xmax=5, opt='kAlwaysCreate')
536  mon_group.defineHistogram('ptDetectorAxis', title=f'ptDetectorAxis log ({n_prong}); ptDetectorAxis_log; Events', xbins=50, xmin=0, xmax=5, opt='kAlwaysCreate')
537  if n_prong == 'MP' or n_prong == '3P':
538  mon_group.defineHistogram('massTrkSys', title=f'massTrkSys log ({n_prong}); massTrkSys_log; Events', xbins=50, xmin=0, xmax=3, opt='kAlwaysCreate')
539  mon_group.defineHistogram('trFlightPathSig', title=f'trFlightPathSig ({n_prong}); trFlightPathSig; Events', xbins=100, xmin=-20, xmax=40, opt='kAlwaysCreate')
540 
541 

◆ bookIDInputTrack()

def python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.bookIDInputTrack (   self,
  mon_alg,
  base_path,
  trigger,
  online 
)

Definition at line 542 of file TrigTauMonitoringConfig.py.

542  def bookIDInputTrack(self, mon_alg, base_path, trigger, online):
543  type_str = 'HLT' if online else 'Offline'
544  mon_group_name = f'{trigger}_ID_{type_str}_InputTrack'
545  mon_group_path = f'{base_path}/TauIDVars/InputTrack/{trigger}/{type_str}'
546  mon_group = self.helper.addGroup(mon_alg, mon_group_name, mon_group_path)
547 
548  mon_group.defineHistogram('n_track', title='Number of tracks; N_{track}; Events', xbins=15, xmin=0, xmax=15, opt='kAlwaysCreate')
549  mon_group.defineHistogram('track_pt_log', title='track_pt_log; track_pt_log; Events', xbins=20, xmin=2, xmax=7, opt='kAlwaysCreate')
550  mon_group.defineHistogram('track_pt_jetseed_log', title='track_pt_jetseed_log; track_pt_jetseed_log; Events', xbins=50, xmin=2, xmax=7, opt='kAlwaysCreate')
551  mon_group.defineHistogram('track_eta', title='Track #eta; #eta; Events', xbins=26, xmin=-2.6, xmax=2.6, opt='kAlwaysCreate')
552  mon_group.defineHistogram('track_phi', title='Track #phi; #phi; Events', xbins=16, xmin=-3.2, xmax=3.2, opt='kAlwaysCreate')
553  mon_group.defineHistogram('track_dEta', title='Track #Delta#eta; #Delta#eta; Events', xbins=100, xmin=-0.5, xmax=0.5, opt='kAlwaysCreate')
554  mon_group.defineHistogram('track_dPhi', title='Track #Delta#phi; #Delta#phi; Events', xbins=100, xmin=-0.5, xmax=0.5, opt='kAlwaysCreate')
555  mon_group.defineHistogram('track_d0_abs_log', title='track_d0_abs_log; track_d0_abs_log; Events', xbins=50, xmin=-7, xmax=2, opt='kAlwaysCreate')
556  mon_group.defineHistogram('track_z0sinthetaTJVA_abs_log', title='track_z0sinthetaTJVA_abs_log; track_z0sinthetaTJVA_abs_log; Events', xbins=50, xmin=-10, xmax=4, opt='kAlwaysCreate')
557  mon_group.defineHistogram('track_nIBLHitsAndExp', title='track_nIBLHitsAndExp; track_nIBLHitsAndExp; Events', xbins=3, xmin=0, xmax=3, opt='kAlwaysCreate')
558  mon_group.defineHistogram('track_nPixelHitsPlusDeadSensors', title='track_nPixelHitsPlusDeadSensors; track_nPixelHitsPlusDeadSensors; Events', xbins=11, xmin=0, xmax=11, opt='kAlwaysCreate')
559  mon_group.defineHistogram('track_nSCTHitsPlusDeadSensors', title='track_nSCTHitsPlusDeadSensors; track_nSCTHitsPlusDeadSensors; Events', xbins=20, xmin=0, xmax=20, opt='kAlwaysCreate')
560  mon_group.defineHistogram('track_eta,track_phi', type='TH2F', title='Track #eta vs #phi; #eta; #phi', xbins=26, xmin=-2.6, xmax=2.6, ybins=16, ymin=-3.2, ymax=3.2, opt='kAlwaysCreate')
561  mon_group.defineHistogram('track_dEta,track_dPhi', type='TH2F', title='Track #Delta#eta vs #Delta#phi; #Delta#eta; #Delta#phi', xbins=100, xmin=-0.5, xmax=0.5, ybins=100, ymin=-0.5, ymax=0.5, opt='kAlwaysCreate')
562 
563 

◆ bookIDScores()

def python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.bookIDScores (   self,
  mon_alg,
  base_path,
  trigger,
  n_prong,
  online 
)

Definition at line 584 of file TrigTauMonitoringConfig.py.

584  def bookIDScores(self, mon_alg, base_path, trigger, n_prong, online):
585  info = self.getTriggerInfo(trigger)
586  store_all = info.getHLTTauID() in ['idperf', 'perf']
587 
588  if online:
589  if info.getHLTTauType() not in self.hlt_tauid_scores: return
590  variables = {
591  tau_id: p
592  for tau_id, p in self.hlt_tauid_scores[info.getHLTTauType()].items()
593  if tau_id == info.getHLTTauID() or store_all
594  }
595  else:
596  variables = self.offline_tauid_scores
597 
598  type_str = 'HLT' if online else 'Offline'
599  mon_group_name = f'{trigger}_{type_str}_IDScores_{n_prong}'
600  mon_group_path = f'{base_path}/basicVars/{trigger}/{type_str}_{n_prong}'
601  mon_group = self.helper.addGroup(mon_alg, mon_group_name, mon_group_path)
602 
603  for tau_id, (score, score_sig_trans) in variables.items():
604  if online and tau_id in ['RNN', 'DeepSet', 'RNNLLP', 'GNTau'] or not online and tau_id in ['RNN']: xbins, xmax = 20, 1
605  else: xbins, xmax = 100, 7
606 
607  mon_group.defineHistogram(f'{tau_id}_TauIDScore', title=f'{type_str} {tau_id} TauID score; TauID score; Events', xbins=xbins, xmin=0, xmax=xmax, opt='kAlwaysCreate')
608  mon_group.defineHistogram(f'{tau_id}_TauIDScoreSigTrans', title=f'{type_str} {tau_id} TauID score sig. transformed; TauID score sig. transformed; Events', xbins=xbins, xmin=0, xmax=1, opt='kAlwaysCreate')
609 
610 

◆ bookL1EffHistograms()

def python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.bookL1EffHistograms (   self,
  mon_alg,
  base_path,
  trigger,
  n_prong 
)

Definition at line 818 of file TrigTauMonitoringConfig.py.

818  def bookL1EffHistograms(self, mon_alg, base_path, trigger, n_prong):
819  mon_group_name = f'{trigger}_L1_Efficiency_{n_prong}'
820  mon_group_path = f'{base_path}/L1_Efficiency/{trigger}/L1_Efficiency_{n_prong}'
821  mon_group = self.helper.addGroup(mon_alg, mon_group_name, mon_group_path)
822 
823  def defineEachStepHistograms(xvariable, xlabel, xbins, xmin, xmax, high_pt=False, coarse=False):
824  pass_flag = 'L1_pass'
825  sfx = ''
826 
827  if high_pt:
828  pass_flag += '_highPt'
829  sfx += '_highPt'
830  xlabel += ' (p_{T}^{#tau} > p_{T}^{#tau thr} + 20 GeV)'
831  elif coarse:
832  sfx += '_coarse'
833 
834  mon_group.defineHistogram(f'{pass_flag},{xvariable};EffL1_{xvariable}{sfx}_wrt_Offline',
835  title=f'L1 Efficiency {trigger} {n_prong}; {xlabel}; Efficiency',
836  type='TEfficiency', xbins=xbins, xmin=xmin, xmax=xmax, opt='kAlwaysCreate')
837 
838  coarse_binning = self.getCustomPtBinning(trigger)
839 
840  defineEachStepHistograms('tauPt', 'p_{T} [GeV]', 60, 0, 300)
841  defineEachStepHistograms('tauPt', 'p_{T} [GeV]', coarse_binning, coarse_binning[0], coarse_binning[-1], coarse=True)
842  defineEachStepHistograms('tauEta', '#eta', 13, -2.6, 2.6)
843  defineEachStepHistograms('tauPhi', '#phi', 16, -3.2, 3.2)
844  defineEachStepHistograms('tauEta', '#eta', 13, -2.6, 2.6, high_pt=True)
845  defineEachStepHistograms('tauPhi', '#phi', 16, -3.2, 3.2, high_pt=True)
846  defineEachStepHistograms('averageMu', '#LT#mu#GT', 10, 0, 80)
847 
848 

◆ bookL1Vars()

def python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.bookL1Vars (   self,
  mon_alg,
  base_path,
  trigger 
)

Definition at line 849 of file TrigTauMonitoringConfig.py.

849  def bookL1Vars(self, mon_alg, base_path, trigger):
850  mon_group_name = f'{trigger}_L1Vars'
851  mon_group_path = f'{base_path}/L1Vars/{trigger}'
852  mon_group = self.helper.addGroup(mon_alg, mon_group_name, mon_group_path)
853 
854  mon_group.defineHistogram('L1RoIEt,L1RoIEta', type='TH2F', title='L1 RoI E_{T} vs #eta; E_{T} [GeV]; #eta',
855  xbins=60, xmin=0, xmax=300,
856  ybins=60, ymin=-2.6, ymax=2.6, opt='kAlwaysCreate')
857  mon_group.defineHistogram('L1RoIEt,L1RoIPhi', type='TH2F', title='L1 RoI E_{T} vs #phi; E_{T} [GeV]; #phi',
858  xbins=60, xmin=0, xmax=300,
859  ybins=60, ymin=-3.2, ymax=3.2, opt='kAlwaysCreate')
860  mon_group.defineHistogram('L1RoIEta,L1RoIPhi', type='TH2F', title='L1 RoI #eta vs #phi; #eta; #phi',
861  xbins=60, xmin=-2.6, xmax=2.6,
862  ybins=60, ymin=-3.2, ymax=3.2, opt='kAlwaysCreate')
863  mon_group.defineHistogram('L1RoIEta', title='L1 RoI #eta; #eta; RoIs', xbins=60, xmin=-2.6, xmax=2.6, opt='kAlwaysCreate')
864  mon_group.defineHistogram('L1RoIPhi', title='L1 RoI #phi; #phi; RoIs', xbins=60, xmin=-3.2, xmax=3.2, opt='kAlwaysCreate')
865  mon_group.defineHistogram('L1RoIEt', title='L1 RoI E_{T}; E_{T} [GeV]; RoIs', xbins=60, xmin=0, xmax=300, opt='kAlwaysCreate')
866 
867  if 'eTAU' in trigger:
868  mon_group.defineHistogram('L1eFexRoIRCore', title='L1 eTAU RoI rCore Isolation; rCore Isolation; RoIs', xbins=250, xmin=0, xmax=1, opt='kAlwaysCreate')
869  mon_group.defineHistogram('L1eFexRoIRHad' , title='L1 eTAU RoI rHad Isolation; rHad Isolation; RoIs', xbins=250, xmin=0, xmax=1, opt='kAlwaysCreate')
870  mon_group.defineHistogram('L1eFexRoIBDTScore' , title='L1 eTAU RoI BDT score; BDT Score; RoIs', xbins=128, xmin=512, xmax=1024, opt='kAlwaysCreate')
871 
872  elif 'cTAU' in trigger:
873  mon_group.defineHistogram('L1eFexRoIRCore', title='L1 eTAU RoI rCore Isolation; eTAU rCore Isolation; RoIs', xbins=250, xmin=0, xmax=1, opt='kAlwaysCreate')
874  mon_group.defineHistogram('L1eFexRoIRHad', title='L1 eTAU RoI rHad Isolation; eTAU rHad Isolation; RoIs', xbins=250, xmin=0, xmax=1, opt='kAlwaysCreate')
875  mon_group.defineHistogram('L1cTauRoITopoMatch', title='L1Topo match between eTAU and jTAU RoI; Match; RoIs', xbins=2, xmin=0, xmax=2, opt='kAlwaysCreate')
876  mon_group.defineHistogram('L1jFexRoIIso', title='L1 jTAU RoI Isolation; E_{T}^{jTAU Iso} [GeV]; RoIs', xbins=25, xmin=0, xmax=50, opt='kAlwaysCreate')
877  mon_group.defineHistogram('L1cTauMatchedRoIIso', title='L1 cTAU Isolation score; E_{T}^{jTAU Iso}/E_{T}^{eTAU}; RoIs', xbins=50, xmin=0, xmax=5, opt='kAlwaysCreate')
878  mon_group.defineHistogram('L1RoIcTauMatchedEtRatio', title='Et ratio between matched eTAU and jTAU RoIs; E_{T}^{jTAU}/E_{T}^{eTAU}; RoIs', xbins=40, xmin=0, xmax=4, opt='kAlwaysCreate')
879  mon_group.defineHistogram('L1eFexRoIBDTScore' , title='L1 eTAU RoI BDT score; BDT Score; RoIs', xbins=128, xmin=512, xmax=1024, opt='kAlwaysCreate')
880 
881  elif 'jTAU' in trigger:
882  mon_group.defineHistogram('L1jFexRoIIso', title='L1 jTAU RoI Isolation; jTAU Isolation [GeV]; N RoI', xbins=25, xmin=0, xmax=50, opt='kAlwaysCreate')
883 

◆ bookTAndPHLTEffHistograms()

def python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.bookTAndPHLTEffHistograms (   self,
  mon_alg,
  base_path,
  trigger 
)

Definition at line 715 of file TrigTauMonitoringConfig.py.

715  def bookTAndPHLTEffHistograms(self, mon_alg, base_path, trigger):
716  mon_group_name = f'{trigger}_TAndPHLT_Efficiency'
717  mon_group_path = f'{base_path}/TAndPHLT_Efficiency/{trigger}/TAndPHLT_Efficiency'
718  mon_group = self.helper.addGroup(mon_alg, mon_group_name, mon_group_path)
719 
720  def defineEachStepHistograms(xvariable, xlabel, xbins, xmin, xmax, high_pt=False, coarse=False):
721  pass_flag = 'HLT_pass'
722  sfx = ''
723 
724  if high_pt:
725  pass_flag += '_highPt'
726  sfx += '_highPt'
727  xlabel += ' (p_{T}^{#tau} > p_{T}^{#tau thr} + 20 GeV)'
728  elif coarse:
729  sfx += '_coarse'
730 
731  mon_group.defineHistogram(f'{pass_flag},{xvariable};EffTAndPHLT_{xvariable}{sfx}_wrt_Offline',
732  title=f'TAndP HLT Efficiency {trigger}; {xlabel}; Efficiency',
733  type='TEfficiency', xbins=xbins, xmin=xmin, xmax=xmax, opt='kAlwaysCreate')
734 
735  coarse_binning = self.getCustomPtBinning(trigger)
736 
737  defineEachStepHistograms('tauPt', 'p_{T}^{#tau} [GeV]', 60, 0.0, 300)
738  defineEachStepHistograms('tauPt', 'p_{T}^{#tau} [GeV]', coarse_binning, coarse_binning[0], coarse_binning[-1], coarse=True)
739  defineEachStepHistograms('tauEta', '#eta_{#tau}', 13, -2.6, 2.6)
740  defineEachStepHistograms('tauPhi', '#phi_{#tau}', 16, -3.2, 3.2)
741  defineEachStepHistograms('tauEta', '#eta_{#tau}', 13, -2.6, 2.6, high_pt=True)
742  defineEachStepHistograms('tauPhi', '#phi_{#tau}', 16, -3.2, 3.2, high_pt=True)
743  defineEachStepHistograms('dR', '#Delta R(#tau,lep)', 20, 0, 4)
744  defineEachStepHistograms('dEta', '#Delta#eta(#tau,lep)', 20, 0,4)
745  defineEachStepHistograms('dPhi', '#Delta#phi(#tau,lep)', 8, -3.2, 3.2)
746  defineEachStepHistograms('averageMu', '#LT#mu#GT', 10, 0, 80)
747 
748  # Save quantities in TTree for offline analysis
749  mon_group.defineTree('tauPt,tauEta,tauPhi,dR,dEta,dPhi,averageMu,HLT_pass;TAndPHLTEffTree',
750  treedef='tauPt/F:tauEta/F:tauPhi/F:dR/F:dEta/F:dPhi/F:averageMu/F:HLT_pass/I')
751 
752 

◆ bookTAndPVars()

def python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.bookTAndPVars (   self,
  mon_alg,
  base_path,
  trigger 
)

Definition at line 753 of file TrigTauMonitoringConfig.py.

753  def bookTAndPVars(self, mon_alg, base_path, trigger):
754  mon_group_name = f'{trigger}_TAndPVars'
755  mon_group_path = f'{base_path}/TAndPVars/{trigger}'
756  mon_group = self.helper.addGroup(mon_alg, mon_group_name, mon_group_path)
757 
758  mon_group.defineHistogram('dR', title='#Delta R(#tau,lep); #Delta R(#tau,lep); Events', xbins=40, xmin=0, xmax=4, opt='kAlwaysCreate')
759  mon_group.defineHistogram('dEta', title='#Delta#eta(#tau,lep); #Delta#eta(#tau,lep); Events', xbins=40, xmin=0, xmax=4, opt='kAlwaysCreate')
760  mon_group.defineHistogram('dPhi', title='#Delta#phi(#tau,lep); #Delta#phi(#tau,lep); Events', xbins=16, xmin=-3.2, xmax=3.2, opt='kAlwaysCreate')
761 
762  mon_group.defineHistogram('Pt', title='p_{T}(#tau,lep); p_{T} [GeV]; Events', xbins=50, xmin=0, xmax=250, opt='kAlwaysCreate')
763  mon_group.defineHistogram('Eta', title='#eta(#tau,lep); #eta; Events', xbins=26, xmin=-2.6, xmax=2.6, opt='kAlwaysCreate')
764  mon_group.defineHistogram('Phi', title='#phi(#tau,lep); #phi; Events', xbins=16, xmin=-3.2, xmax=3.2, opt='kAlwaysCreate')
765  mon_group.defineHistogram('M', title='m(#tau,lep); m_{#tau,lep}; Events', xbins=50, xmin=0, xmax=250, opt='kAlwaysCreate')
766  mon_group.defineHistogram('dPt', title='#Delta p_{T}(#tau,lep); p_{T} [GeV]; Events', xbins=20, xmin=0, xmax=200, opt='kAlwaysCreate')
767 
768 

◆ bookTruthEfficiency()

def python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.bookTruthEfficiency (   self,
  mon_alg,
  base_path,
  trigger,
  n_prong 
)

Definition at line 769 of file TrigTauMonitoringConfig.py.

769  def bookTruthEfficiency(self, mon_alg, base_path, trigger, n_prong):
770  mon_group_name = f'{trigger}_Truth_Efficiency_{n_prong}'
771  mon_group_path = f'{base_path}/Truth_Efficiency/{trigger}/Truth_Efficiency_{n_prong}'
772  mon_group = self.helper.addGroup(mon_alg, mon_group_name, mon_group_path)
773 
774  info = self.getTriggerInfo(trigger)
775 
776  def defineEachStepHistograms(xvariable, xlabel, xbins, xmin, xmax, high_pt=False, coarse=False):
777  pass_flag = 'HLT_pass'
778  sfx = ''
779 
780  if high_pt:
781  pass_flag += '_highPt'
782  sfx += '_highPt'
783  if info.isHLTDiTau():
784  xlabel += ' (p_{T}^{#tau} > p_{T}^{#tau min thr} + 20 GeV)'
785  else:
786  xlabel += ' (p_{T}^{#tau} > p_{T}^{#tau thr} + 20 GeV)'
787  elif coarse:
788  sfx += '_coarse'
789 
790  mon_group.defineHistogram(f'{pass_flag},{xvariable};EffHLT_{xvariable}{sfx}_wrt_Truth',
791  title=f'HLT Efficiency {trigger} {n_prong}; {xlabel}; Efficiency',
792  type='TEfficiency', xbins=xbins, xmin=xmin, xmax=xmax)
793 
794  coarse_binning = self.getCustomPtBinning(trigger)
795 
796  defineEachStepHistograms('pt_vis', 'p_{T, vis} [GeV]', 60, 0.0, 300)
797  if info.isHLTSingleTau() or info.isHLTTandP(): defineEachStepHistograms('pt_vis', 'p_{T, vis} [GeV]', coarse_binning, coarse_binning[0], coarse_binning[-1], coarse=True)
798  defineEachStepHistograms('eta_vis', '#eta_{vis}', 13, -2.6, 2.6)
799  defineEachStepHistograms('phi_vis', '#phi_{vis}', 16, -3.2, 3.2)
800  defineEachStepHistograms('eta_vis', '#eta_{vis}', 13, -2.6, 2.6, high_pt=True)
801  defineEachStepHistograms('phi_vis', '#phi_{vis}', 16, -3.2, 3.2, high_pt=True)
802 
803 

◆ bookTruthVars()

def python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.bookTruthVars (   self,
  mon_alg,
  base_path,
  trigger,
  n_prong 
)

Definition at line 804 of file TrigTauMonitoringConfig.py.

804  def bookTruthVars(self, mon_alg, base_path, trigger, n_prong):
805  mon_group_name = f'{trigger}_TruthVars_{n_prong}'
806  mon_group_path = f'{base_path}/TruthVars/{trigger}/TruthVars_{n_prong}'
807  mon_group = self.helper.addGroup(mon_alg, mon_group_name, mon_group_path)
808 
809  mon_group.defineHistogram('pt_vis,PtRatio', title='p_{T} ratio vs p_{T, vis}; p_{T, vis} [GeV]; (p_{T}^{reco} - p_{T, vis}^{truth})/p_{T, vis}^{truth}', type='TProfile', xbins=21, xmin=20, xmax=250)
810  mon_group.defineHistogram('eta_vis,PtRatio', title='p_{T} ratio vs #eta_{vis}; #eta_{vis}; (p_{T}^{reco} - p_{T, vis}^{truth})/p_{T, vis}^{truth}', type='TProfile', xbins=21, xmin=-3, xmax=3)
811  mon_group.defineHistogram('phi_vis,PtRatio', title='p_{T} ratio vs #phi_{vis}; #phi_{vis}; (p_{T}^{reco} - p_{T, vis}^{truth})/p_{T, vis}^{truth}', type='TProfile', xbins=21, xmin=-3, xmax=3)
812 
813  mon_group.defineHistogram('pt_vis', title='p_{T, vis}; p_{T, vis}; Events', xbins=50, xmin=0, xmax=250)
814  mon_group.defineHistogram('eta_vis', title='#eta_{vis}; #eta_{vis}; Events', xbins=26, xmin=-2.6, xmax=2.6)
815  mon_group.defineHistogram('phi_vis', title='#phi_{vis}; #phi_{vis}; Events', xbins=16, xmin=-3.2, xmax=3.2)
816 
817 

◆ configure()

def python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.configure (   self)

Definition at line 124 of file TrigTauMonitoringConfig.py.

124  def configure(self):
125  # First load and classify the list of triggers
126  self.configureTriggers()
127 
128  # Now create, configure, and book the histograms for all the individual algorithms
129  self.logger.info('Creating the Tau monitoring algorithms...')
130 
131  if self.activate_single_tau:
132  self.configureAlgorithmSingle()
133 
134  if self.activate_ditau:
135  self.configureAlgorithmDiTau()
136 
137  if self.activate_boosted_ditau:
138  self.configureAlgorithmBoostedDiTau()
139 
140  if self.activate_tag_and_probe:
141  self.configureAlgorithmTagAndProbe()
142 
143  if self.activate_truth:
144  self.configureAlgorithmTruth()
145 
146  if self.activate_L1:
147  self.configureAlgorithmL1()
148 

◆ configureAlgorithmBoostedDiTau()

def python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.configureAlgorithmBoostedDiTau (   self)

Definition at line 381 of file TrigTauMonitoringConfig.py.

381  def configureAlgorithmBoostedDiTau(self):
382  self.mon_alg_boosted_ditau = self._configureAlgorithm(CompFactory.TrigTauMonitorBoostedDiTauAlgorithm, 'TrigTauMonAlgBoostedDiTau')
383  self.mon_alg_boosted_ditau.TriggerList = self.HLT_boosted_ditau_items
384 
385  self.logger.info(' |- Booking all histograms')
386  for trigger in self.HLT_boosted_ditau_items:
387  self.bookBoostedDiTauVars(self.mon_alg_boosted_ditau, self.base_path, trigger)
388 

◆ configureAlgorithmDiTau()

def python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.configureAlgorithmDiTau (   self)

Definition at line 356 of file TrigTauMonitoringConfig.py.

356  def configureAlgorithmDiTau(self):
357  self.mon_alg_ditau = self._configureAlgorithm(CompFactory.TrigTauMonitorDiTauAlgorithm, 'TrigTauMonAlgDiTau')
358  self.mon_alg_ditau.TriggerList = self.HLT_ditau_items
359  self.mon_alg_ditau.DoTotalEfficiency = self.do_total_efficiency
360  self.mon_alg_ditau.RequireOfflineTaus = self.require_offline_taus
361 
362  self.logger.info(' |- Booking all histograms')
363  for trigger in self.HLT_ditau_items:
364  self.bookDiTauHLTEffHistograms(self.mon_alg_ditau, self.base_path, trigger)
365  self.bookDiTauVars(self.mon_alg_ditau, self.base_path, trigger)
366 
367 
368  if self.do_duplicate_with_offline_gntau:
369  self.mon_alg_ditau_gntau = self._configureAlgorithm(CompFactory.TrigTauMonitorDiTauAlgorithm, 'TrigTauMonAlgDiTauGNTau')
370  self.mon_alg_ditau_gntau.TriggerList = self.HLT_ditau_items
371  self.mon_alg_ditau_gntau.DoTotalEfficiency = self.do_total_efficiency
372  self.mon_alg_ditau_gntau.RequireOfflineTaus = self.require_offline_taus
373  self.mon_alg_ditau_gntau.OfflineTauID = 2
374 
375  self.logger.info(' |- Booking all histograms')
376  path = f'{self.base_path}/OfflineGNTau'
377  for trigger in self.HLT_ditau_items:
378  self.bookDiTauHLTEffHistograms(self.mon_alg_ditau_gntau, path, trigger)
379  self.bookDiTauVars(self.mon_alg_ditau_gntau, path, trigger)
380 

◆ configureAlgorithmL1()

def python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.configureAlgorithmL1 (   self)

Definition at line 423 of file TrigTauMonitoringConfig.py.

423  def configureAlgorithmL1(self):
424  has_xtob_etau_rois = 'L1_eTauxRoI' in self.helper.flags.Input.Collections or self.helper.flags.DQ.Environment == "tier0"
425 
426  self.mon_alg_L1 = self._configureAlgorithm(CompFactory.TrigTauMonitorL1Algorithm, 'TrigTauMonAlgL1')
427  self.mon_alg_L1.TriggerList = self.L1_items
428  self.mon_alg_L1.RequireOfflineTaus = self.require_offline_taus
429  if not has_xtob_etau_rois:
430  self.logger.info(' |- No L1_eTauxRoI container is available: e/cTAU BDT scores will be set to 0')
431  self.mon_alg_L1.Phase1L1eTauxRoIKey = ''
432 
433  self.logger.info(' |- Booking all histograms')
434  for trigger in self.L1_items:
435  for p in ('1P', '3P'):
436  self.bookL1EffHistograms(self.mon_alg_L1, self.base_path, trigger, n_prong=p)
437  self.bookL1Vars(self.mon_alg_L1, self.base_path, trigger)
438 
439  if self.do_duplicate_var_plots_without_offline_taus:
440  self.mon_alg_L1_no_offline = self._configureAlgorithm(CompFactory.TrigTauMonitorL1Algorithm, 'TrigTauMonAlgL1NoOffline')
441  self.mon_alg_L1_no_offline.TriggerList = self.L1_items
442  self.mon_alg_L1_no_offline.RequireOfflineTaus = False
443  self.mon_alg_L1_no_offline.DoEfficiencyPlots = False
444  if not has_xtob_etau_rois:
445  self.logger.info(' |- No L1_eTauxRoI container is available: e/cTAU BDT scores will be set to 0')
446  self.mon_alg_L1_no_offline.Phase1L1eTauxRoIKey = ''
447 
448  self.logger.info(' |- Booking all histograms')
449  path = f'{self.base_path}/OnlineOnlyVars'
450  for trigger in self.L1_items:
451  self.bookL1Vars(self.mon_alg_L1_no_offline, path, trigger)
452 
453  if self.do_alternative_eTAU_monitoring:
454  self.mon_alg_L1_alt = self._configureAlgorithm(CompFactory.TrigTauMonitorL1Algorithm, 'TrigTauMonAlgL1eTAUAlt')
455  self.mon_alg_L1_alt.Phase1L1eTauRoIKey = 'L1_eTauRoIAltSim' # Use alternative RoIs (with heuristic eTAU algorithm simulation)
456  self.mon_alg_L1_alt.SelectL1ByETOnly = True # We don't have threshold patterns for the Alt RoIs, so we match by ET only
457  self.mon_alg_L1_alt.RequireOfflineTaus = False
458  self.mon_alg_L1_alt.Phase1L1eTauxRoIKey = ''
459 
460  l1_items = [item for item in self.L1_items if 'eTAU' in item and not self.getTriggerInfo(item).isL1TauIsolated()] # Only non-isolated eTAU items
461  self.mon_alg_L1_alt.TriggerList = l1_items
462 
463  self.logger.info(' |- Booking all histograms')
464  path = f'{self.base_path}/L1eTAUAlt'
465  for trigger in l1_items:
466  for p in ('1P', '3P'):
467  self.bookL1EffHistograms(self.mon_alg_L1_alt, path, trigger, n_prong=p)
468  self.bookL1Vars(self.mon_alg_L1_alt, path, trigger)
469 
470  if self.do_duplicate_with_offline_gntau:
471  self.mon_alg_L1_gntau = self._configureAlgorithm(CompFactory.TrigTauMonitorL1Algorithm, 'TrigTauMonAlgL1GNTau')
472  self.mon_alg_L1_gntau.TriggerList = self.L1_items
473  self.mon_alg_L1_gntau.RequireOfflineTaus = self.require_offline_taus
474  if not has_xtob_etau_rois:
475  self.logger.info(' |- No L1_eTauxRoI container is available: e/cTAU BDT scores will be set to 0')
476  self.mon_alg_L1_gntau.Phase1L1eTauxRoIKey = ''
477 
478  self.logger.info(' |- Booking all histograms')
479  path = f'{self.base_path}/OfflineGNTau'
480  for trigger in self.L1_items:
481  for p in ('1P', '3P'):
482  self.bookL1EffHistograms(self.mon_alg_L1_gntau, path, trigger, n_prong=p)
483  self.bookL1Vars(self.mon_alg_L1_gntau, path, trigger)
484 
485 

◆ configureAlgorithmSingle()

def python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.configureAlgorithmSingle (   self)

Definition at line 274 of file TrigTauMonitoringConfig.py.

274  def configureAlgorithmSingle(self):
275  self.mon_alg_single = self._configureAlgorithm(CompFactory.TrigTauMonitorSingleAlgorithm, 'TrigTauMonAlgSingle')
276  self.mon_alg_single.TriggerList = self.HLT_single_items
277  self.mon_alg_single.DoTotalEfficiency = self.do_total_efficiency
278  self.mon_alg_single.RequireOfflineTaus = self.require_offline_taus
279  self.mon_alg_single.HLTTauIDScores = self.hlt_tauid_scores
280  self.mon_alg_single.OfflineTauIDScores = self.offline_tauid_scores
281 
282  self.logger.info(' |- Booking all histograms')
283  for trigger in self.HLT_single_items:
284  # Efficiencies
285  for p in ('1P', '3P'):
286  self.bookHLTEffHistograms(self.mon_alg_single, self.base_path, trigger, n_prong=p)
287 
288  # Online distributions
289  for p in ('0P', '1P', 'MP'):
290  self.bookBasicVars(self.mon_alg_single, self.base_path, trigger, n_prong=p, online=True)
291  self.bookIDScores(self.mon_alg_single, self.base_path, trigger, n_prong=p, online=True)
292  self.bookIDInputScalar(self.mon_alg_single, self.base_path, trigger, n_prong=p, online=True)
293  self.bookIDInputTrack(self.mon_alg_single, self.base_path, trigger, online=True)
294  self.bookIDInputCluster(self.mon_alg_single, self.base_path, trigger, online=True)
295 
296  # Offline distributions
297  for p in ('1P', '3P'):
298  self.bookBasicVars(self.mon_alg_single, self.base_path, trigger, p, online=False)
299  self.bookIDScores(self.mon_alg_single, self.base_path, trigger, p, online=False)
300  self.bookIDInputScalar(self.mon_alg_single, self.base_path, trigger, n_prong=p, online=False)
301  self.bookIDInputTrack(self.mon_alg_single, self.base_path, trigger, online=False)
302  self.bookIDInputCluster(self.mon_alg_single, self.base_path, trigger, online=False)
303 
304  if self.do_duplicate_var_plots_without_offline_taus:
305  self.mon_alg_single_no_offline = self._configureAlgorithm(CompFactory.TrigTauMonitorSingleAlgorithm, 'TrigTauMonAlgSingleNoOffline')
306  self.mon_alg_single_no_offline.TriggerList = self.HLT_single_items
307  self.mon_alg_single_no_offline.RequireOfflineTaus = False
308  self.mon_alg_single_no_offline.DoOfflineTausDistributions = False
309  self.mon_alg_single_no_offline.DoEfficiencyPlots = False
310  self.mon_alg_single_no_offline.HLTTauIDScores = self.hlt_tauid_scores
311 
312  self.logger.info(' |- Booking all histograms')
313  path = f'{self.base_path}/OnlineOnlyVars'
314  for trigger in self.HLT_single_items:
315  for p in ('0P', '1P', 'MP'):
316  self.bookBasicVars(self.mon_alg_single_no_offline, path, trigger, n_prong=p, online=True)
317  self.bookIDScores(self.mon_alg_single_no_offline, path, trigger, n_prong=p, online=True)
318  self.bookIDInputScalar(self.mon_alg_single_no_offline, path, trigger, n_prong=p, online=True)
319  self.bookIDInputTrack(self.mon_alg_single_no_offline, path, trigger, online=True)
320  self.bookIDInputCluster(self.mon_alg_single_no_offline, path, trigger, online=True)
321 
322  if self.do_duplicate_with_offline_gntau:
323  self.mon_alg_single_gntau = self._configureAlgorithm(CompFactory.TrigTauMonitorSingleAlgorithm, 'TrigTauMonAlgSingleGNTau')
324  self.mon_alg_single_gntau.TriggerList = self.HLT_single_items
325  self.mon_alg_single_gntau.DoTotalEfficiency = self.do_total_efficiency
326  self.mon_alg_single_gntau.RequireOfflineTaus = self.require_offline_taus
327  self.mon_alg_single_gntau.HLTTauIDScores = self.hlt_tauid_scores
328  self.mon_alg_single_gntau.OfflineTauIDScores = self.offline_tauid_scores
329  self.mon_alg_single_gntau.OfflineTauID = 2
330 
331  self.logger.info(' |- Booking all histograms')
332  path = f'{self.base_path}/OfflineGNTau'
333  for trigger in self.HLT_single_items:
334  # Efficiencies
335  for p in ('1P', '3P'):
336  self.bookHLTEffHistograms(self.mon_alg_single_gntau, path, trigger, n_prong=p)
337 
338  # Online distributions
339  for p in ('0P', '1P', 'MP'):
340  self.bookBasicVars(self.mon_alg_single_gntau, path, trigger, n_prong=p, online=True)
341  self.bookIDScores(self.mon_alg_single_gntau, path, trigger, n_prong=p, online=True)
342  self.bookIDInputScalar(self.mon_alg_single_gntau, path, trigger, n_prong=p, online=True)
343  self.bookIDInputTrack(self.mon_alg_single_gntau, path, trigger, online=True)
344  self.bookIDInputCluster(self.mon_alg_single_gntau, path, trigger, online=True)
345 
346  # Offline distributions
347  for p in ('1P', '3P'):
348  self.bookBasicVars(self.mon_alg_single_gntau, path, trigger, p, online=False)
349  self.bookIDScores(self.mon_alg_single_gntau, path, trigger, p, online=False)
350  self.bookIDInputScalar(self.mon_alg_single_gntau, path, trigger, n_prong=p, online=False)
351  self.bookIDInputTrack(self.mon_alg_single_gntau, path, trigger, online=False)
352  self.bookIDInputCluster(self.mon_alg_single_gntau, path, trigger, online=False)
353 
354 
355 

◆ configureAlgorithmTagAndProbe()

def python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.configureAlgorithmTagAndProbe (   self)

Definition at line 389 of file TrigTauMonitoringConfig.py.

389  def configureAlgorithmTagAndProbe(self):
390  self.mon_alg_tag_and_probe = self._configureAlgorithm(CompFactory.TrigTauMonitorTandPAlgorithm, 'TrigTauMonAlgTandP')
391  self.mon_alg_tag_and_probe.TriggerList = self.HLT_tag_and_probe_items
392  self.mon_alg_tag_and_probe.RequireOfflineTaus = self.require_offline_taus
393 
394  self.logger.info(' |- Booking all histograms')
395  for trigger in self.HLT_tag_and_probe_items:
396  self.bookTAndPHLTEffHistograms(self.mon_alg_tag_and_probe, self.base_path, trigger)
397  self.bookTAndPVars(self.mon_alg_tag_and_probe, self.base_path, trigger)
398 
399 
400  if self.do_duplicate_with_offline_gntau:
401  self.mon_alg_tag_and_probe_gntau = self._configureAlgorithm(CompFactory.TrigTauMonitorTandPAlgorithm, 'TrigTauMonAlgTandPGNTau')
402  self.mon_alg_tag_and_probe_gntau.TriggerList = self.HLT_tag_and_probe_items
403  self.mon_alg_tag_and_probe_gntau.RequireOfflineTaus = self.require_offline_taus
404 
405  self.logger.info(' |- Booking all histograms')
406  path = f'{self.base_path}/OfflineGNTau'
407  for trigger in self.HLT_tag_and_probe_items:
408  self.bookTAndPHLTEffHistograms(self.mon_alg_tag_and_probe_gntau, path, trigger)
409  self.bookTAndPVars(self.mon_alg_tag_and_probe_gntau, path, trigger)
410 
411 

◆ configureAlgorithmTruth()

def python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.configureAlgorithmTruth (   self)

Definition at line 412 of file TrigTauMonitoringConfig.py.

412  def configureAlgorithmTruth(self):
413  self.mon_alg_truth = self._configureAlgorithm(CompFactory.TrigTauMonitorTruthAlgorithm, 'TrigTauMonAlgTruth')
414  self.mon_alg_truth.TriggerList = self.HLT_truth_items
415 
416  self.logger.info(' |- Booking all histograms')
417  for trigger in self.HLT_truth_items:
418  for p in ('1P', '3P'):
419  self.bookTruthEfficiency(self.mon_alg_truth, self.base_path, trigger, n_prong=p)
420  self.bookTruthVars(self.mon_alg_truth, self.base_path, trigger, n_prong=p)
421 
422 

◆ configureMode()

def python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.configureMode (   self)

Definition at line 105 of file TrigTauMonitoringConfig.py.

105  def configureMode(self):
106  self.is_mc = False
107 
108  self.data_type = self.helper.flags.DQ.DataType
109  self.logger.debug('Configuring for %s', self.data_type)
110 
111  if self.data_type is DQDataType.MC:
112  self.is_mc = True
113  self.logger.debug('Enabling Truth monitoring')
114  else:
115  self.activate_truth = False
116  self.logger.debug('Using default monitoring configuration for collisions')
117 
118  if self.helper.flags.DQ.Environment == "tier0":
119  self.do_alternative_eTAU_monitoring = True
120  # We don't have any configuration specific for Cosmics or HI (the HLT Tau Monitoring is disabled for this one)
121  # If we did, we could specify it here
122 
123 

◆ configureTriggers()

def python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.configureTriggers (   self)

Definition at line 174 of file TrigTauMonitoringConfig.py.

174  def configureTriggers(self):
175  self.logger.info('Configuring triggers')
176 
177  from TrigConfigSvc.TriggerConfigAccess import getL1MenuAccess, getHLTMenuAccess, getHLTMonitoringAccess
178  # The L1 and HLT menus should always be available
179  L1_menu = getL1MenuAccess(self.helper.flags)
180  HLT_menu = getHLTMenuAccess(self.helper.flags)
181 
182  # Try to load the monitoring groups
183  HLT_monitoring = getHLTMonitoringAccess(self.helper.flags)
184  all_items = HLT_monitoring.monitoredChains(signatures='tauMon', monLevels=['shifter', 't0', 'val'])
185  # If the mon groups are not available, fallback to the hard-coded trigger monitoring list
186  if not all_items:
187  from TrigTauMonitoring.ManualChains import monitored_chains
188  self.logger.info('Could not find any monitored tau chains in the HLTMonitoring information. Will use the available items from the fallback trigger list')
189  all_items = monitored_chains
190 
191  # Classify HLT trigger chains:
192  for trigger in all_items:
193  # Skip items not included in the menu. This is needed if e.g. using the fallback list on new files without Legacy triggers, or old files
194  # without PhI triggers. Also some old SMKs have broken HLTMonitoring DB links, with chains that are not in the Trigger Menu
195  if trigger not in HLT_menu: continue
196 
197  info = self.getTriggerInfo(trigger, use_thresholds=False)
198 
199  if self.activate_single_tau and info.isHLTSingleTau():
200  self.HLT_single_items.append(trigger)
201  elif self.activate_ditau and info.isHLTDiTau():
202  self.HLT_ditau_items.append(trigger)
203  elif self.activate_boosted_ditau and info.isHLTBoostedDiTau():
204  self.HLT_boosted_ditau_items.append(trigger)
205  elif self.activate_tag_and_probe and info.isHLTTandP():
206  self.HLT_tag_and_probe_items.append(trigger)
207 
208  if len(info.getL1TauItems()):
209  for l1_tau_item in map(str, info.getL1TauItems()): # The objects are of type std::string by default, and 'in' doesn't work properly on them
210  is_phase_1 = 'eTAU' in l1_tau_item or 'jTAU' in l1_tau_item or 'cTAU' in l1_tau_item
211  if is_phase_1 and l1_tau_item not in self.L1_Phase1_thresholds:
212  # We have only one threshold entry, because we don't use eta-dependent thresholds for Phase 1 TAU items:
213  self.L1_Phase1_thresholds[l1_tau_item] = float(L1_menu.thresholds()[l1_tau_item]['thrValues'][0]['value'])
214 
215  self.L1_Phase1_threshold_mappings[l1_tau_item] = 1 << int(L1_menu.thresholds()[l1_tau_item]['mapping']) # thresholdPatterns property mask
216 
217  if self.activate_L1 and f'L1{l1_tau_item}' not in self.L1_items:
218  self.L1_items.append(f'L1{l1_tau_item}')
219 
220  if self.activate_single_tau:
221  self.HLT_single_items.sort()
222  self.logger.info(f'Configuring HLT single-tau monitored chains: {self.HLT_single_items}')
223  if not self.HLT_single_items:
224  self.logger.warning('Empty trigger list, disabling the single-tau monitoring')
225  self.activate_single_tau = False
226 
227  if self.activate_ditau:
228  self.HLT_ditau_items.sort()
229  self.logger.info(f'Configuring HLT di-tau monitored chains: {self.HLT_ditau_items}')
230  if not self.HLT_ditau_items:
231  self.logger.warning('Empty trigger list, disabling the di-tau monitoring')
232  self.activate_ditau = False
233 
234  if self.activate_boosted_ditau:
235  self.HLT_boosted_ditau_items.sort()
236  self.logger.info(f'Configuring HLT Boosted di-tau monitored chains: {self.HLT_boosted_ditau_items}')
237  if not self.HLT_boosted_ditau_items:
238  self.logger.warning('Empty trigger list, disabling the boosted di-tau monitoring')
239  self.activate_boosted_ditau = False
240 
241  if self.activate_tag_and_probe:
242  self.HLT_tag_and_probe_items.sort()
243  self.logger.info(f'Configuring HLT Tag and Probe tau monitored chains: {self.HLT_tag_and_probe_items}')
244  if not self.HLT_tag_and_probe_items:
245  self.logger.warning('Empty trigger list, disabling the tag and probe monitoring')
246  self.activate_tag_and_probe = False
247 
248  if self.activate_truth:
249  # We add all chains to the Truth monitoring
250  self.HLT_truth_items = self.HLT_single_items
251  self.logger.info(f'Configuring HLT truth tau monitored chains: {self.HLT_truth_items}')
252  if not self.HLT_truth_items:
253  self.logger.warning('Empty trigger list, disabling the truth tau monitoring')
254  self.activate_truth = False
255 
256  if self.activate_L1:
257  self.L1_items.sort()
258  self.logger.info(f'Configuring L1 tau monitored items: {self.L1_items}')
259  if not self.L1_items:
260  self.logger.warning('Empty trigger list, disabling the L1 tau monitoring')
261  self.activate_L1 = False
262 
263 

◆ getCustomPtBinning()

def python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.getCustomPtBinning (   self,
  trigger,
  fine = False 
)

Definition at line 884 of file TrigTauMonitoringConfig.py.

884  def getCustomPtBinning(self, trigger, fine=False):
885  info = self.getTriggerInfo(trigger)
886 
887  def getList(ranges, others=[250]):
888  ret = set(others + [500]) # The upper end of the x-axis will always be 500
889  for jump, interval in ranges.items():
890  ret.update(range(interval[0], interval[1], jump), interval)
891  return sorted(list(ret))
892 
893  if info.isL1TauOnly():
894  thr = info.getL1TauThreshold()
895 
896  if thr <= 8: return getList({5:(0, 30), 50:(50, 150)})
897  elif thr <= 12: return getList({5:(0, 30), 50:(50, 150)})
898  elif thr <= 20: return getList({5:(5, 40), 10:(40, 70), 50:(100, 150)})
899  elif thr <= 30: return getList({5:(15, 50), 10:(50, 70), 50:(100, 150)})
900  elif thr <= 35: return getList({5:(20, 55), 10:(60, 80), 50:(100, 150)})
901  elif thr <= 40: return getList({5:(25, 60), 10:(60, 80), 50:(100, 150)})
902  elif thr <= 60: return getList({5:(45, 80), 10:(80, 100), 50:(100, 150)})
903  elif thr <= 100: return getList({5:(85, 120), 10:(120, 140), 20:(140, 180), 50:(200, 250)})
904  else: return getList({50:(0, 200)})
905 
906  else: # HLT triggers
907  thr = info.getHLTTauThreshold()
908 
909  if fine:
910  if thr == 0: return getList({5:(0, 80), 10:(80, 120), 20:(120, 160), 40:(160, 240), 60:(240, 420)}, [])
911  elif thr <= 20: return getList({5:(15, 80), 10:(80, 120), 20:(120, 160), 40:(160, 240), 60:(240, 420)}, [])
912  elif thr <= 25: return getList({5:(20, 80), 10:(80, 120), 20:(120, 160), 40:(160, 240), 60:(240, 420)}, [])
913  elif thr <= 30: return getList({5:(25, 80), 10:(80, 120), 20:(120, 160), 40:(160, 240), 60:(240, 420)}, [])
914  elif thr <= 35: return getList({5:(30, 80), 10:(80, 120), 20:(120, 160), 40:(160, 240), 60:(240, 420)}, [])
915  elif thr <= 60: return getList({5:(55, 80), 10:(80, 120), 20:(120, 160), 40:(160, 240), 60:(240, 420)}, [])
916  elif thr <= 80: return getList({5:(75, 80), 10:(80, 120), 20:(120, 160), 40:(160, 240), 60:(240, 420)}, [])
917  elif thr <= 160: return getList({5:(155, 160), 40:(160, 240), 60:(240, 420)}, [])
918  elif thr <= 180: return getList({5:(175, 180), 40:(180, 260), 60:(260, 380)}, [])
919  else: return getList({5:(195, 200), 40:(200, 240), 60:(240, 420)}, [])
920 
921  else:
922  if thr == 0:
923  if info.getL1TauItems(): return self.getCustomPtBinning(f'L1{info.getL1TauItem()}')
924  else: return getList({5:(0, 30), 50:(50, 150)})
925  elif thr <= 20: return getList({5:(10, 40), 10:(40, 60), 20:(60, 80)}, [150, 250])
926  elif thr <= 25: return getList({5:(15, 40), 10:(40, 60), 20:(60, 80)}, [150, 250])
927  elif thr <= 30: return getList({5:(20, 50), 10:(50, 60), 20:(60, 80)}, [150, 250])
928  elif thr <= 35: return getList({5:(25, 50), 10:(50, 60), 20:(60, 80)}, [150, 250])
929  elif thr <= 60: return getList({5:(50, 70), 10:(70, 80)}, [110, 150, 250])
930  elif thr <= 80: return getList({5:(70, 90)}, [110, 150, 250])
931  elif thr <= 160: return getList({5:(150, 170), 10:(170, 180), 20:(180, 200)}, [240, 300])
932  elif thr <= 180: return getList({5:(170, 180), 10:(180, 200)}, [240, 300])
933  else: return getList({5:(190, 200), 10:(200, 210)}, [240, 300])

◆ getTriggerInfo()

def python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.getTriggerInfo (   self,
str  trigger,
  use_thresholds = True 
)

Definition at line 166 of file TrigTauMonitoringConfig.py.

166  def getTriggerInfo(self, trigger: str, use_thresholds=True):
167  from TrigTauMonitoring.TrigTauInfo import TrigTauInfo
168  if use_thresholds:
169  return TrigTauInfo(trigger, self._L1_Phase1_thresholds_stdmap, self._L1_Phase1_threshold_mappings_stdmap)
170  else:
171  return TrigTauInfo(trigger)
172 
173 

Member Data Documentation

◆ activate_boosted_ditau

python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.activate_boosted_ditau

Definition at line 86 of file TrigTauMonitoringConfig.py.

◆ activate_ditau

python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.activate_ditau

Definition at line 82 of file TrigTauMonitoringConfig.py.

◆ activate_L1

python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.activate_L1

Definition at line 98 of file TrigTauMonitoringConfig.py.

◆ activate_single_tau

python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.activate_single_tau

Definition at line 78 of file TrigTauMonitoringConfig.py.

◆ activate_tag_and_probe

python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.activate_tag_and_probe

Definition at line 90 of file TrigTauMonitoringConfig.py.

◆ activate_truth

python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.activate_truth

Definition at line 94 of file TrigTauMonitoringConfig.py.

◆ base_path

python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.base_path

Definition at line 70 of file TrigTauMonitoringConfig.py.

◆ data_type

python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.data_type

Definition at line 108 of file TrigTauMonitoringConfig.py.

◆ do_alternative_eTAU_monitoring

python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.do_alternative_eTAU_monitoring
static

Definition at line 64 of file TrigTauMonitoringConfig.py.

◆ do_boosted_ditau

python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.do_boosted_ditau
static

Definition at line 20 of file TrigTauMonitoringConfig.py.

◆ do_ditau

python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.do_ditau
static

Definition at line 19 of file TrigTauMonitoringConfig.py.

◆ do_duplicate_var_plots_without_offline_taus

python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.do_duplicate_var_plots_without_offline_taus
static

Definition at line 32 of file TrigTauMonitoringConfig.py.

◆ do_duplicate_with_offline_gntau

python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.do_duplicate_with_offline_gntau
static

Definition at line 33 of file TrigTauMonitoringConfig.py.

◆ do_L1

python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.do_L1
static

Definition at line 18 of file TrigTauMonitoringConfig.py.

◆ do_single_tau

python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.do_single_tau
static

Definition at line 17 of file TrigTauMonitoringConfig.py.

◆ do_tag_and_probe

python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.do_tag_and_probe
static

Definition at line 21 of file TrigTauMonitoringConfig.py.

◆ do_total_efficiency

python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.do_total_efficiency
static

Definition at line 27 of file TrigTauMonitoringConfig.py.

◆ do_truth

python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.do_truth
static

Definition at line 22 of file TrigTauMonitoringConfig.py.

◆ helper

python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.helper

Definition at line 71 of file TrigTauMonitoringConfig.py.

◆ HLT_boosted_ditau_items

python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.HLT_boosted_ditau_items

Definition at line 88 of file TrigTauMonitoringConfig.py.

◆ HLT_ditau_items

python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.HLT_ditau_items

Definition at line 84 of file TrigTauMonitoringConfig.py.

◆ HLT_single_items

python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.HLT_single_items

Definition at line 80 of file TrigTauMonitoringConfig.py.

◆ HLT_tag_and_probe_items

python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.HLT_tag_and_probe_items

Definition at line 92 of file TrigTauMonitoringConfig.py.

◆ hlt_tauid_scores

python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.hlt_tauid_scores
static

Definition at line 38 of file TrigTauMonitoringConfig.py.

◆ HLT_truth_items

python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.HLT_truth_items

Definition at line 96 of file TrigTauMonitoringConfig.py.

◆ is_mc

python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.is_mc

Definition at line 106 of file TrigTauMonitoringConfig.py.

◆ L1_items

python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.L1_items

Definition at line 100 of file TrigTauMonitoringConfig.py.

◆ L1_Phase1_threshold_mappings

python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.L1_Phase1_threshold_mappings

Definition at line 75 of file TrigTauMonitoringConfig.py.

◆ L1_Phase1_thresholds

python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.L1_Phase1_thresholds

Definition at line 74 of file TrigTauMonitoringConfig.py.

◆ logger

python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.logger

Definition at line 68 of file TrigTauMonitoringConfig.py.

◆ maxsize

python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.maxsize
static

Definition at line 165 of file TrigTauMonitoringConfig.py.

◆ mon_alg_boosted_ditau

python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.mon_alg_boosted_ditau

Definition at line 87 of file TrigTauMonitoringConfig.py.

◆ mon_alg_ditau

python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.mon_alg_ditau

Definition at line 83 of file TrigTauMonitoringConfig.py.

◆ mon_alg_ditau_gntau

python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.mon_alg_ditau_gntau

Definition at line 369 of file TrigTauMonitoringConfig.py.

◆ mon_alg_L1

python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.mon_alg_L1

Definition at line 99 of file TrigTauMonitoringConfig.py.

◆ mon_alg_L1_alt

python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.mon_alg_L1_alt

Definition at line 454 of file TrigTauMonitoringConfig.py.

◆ mon_alg_L1_gntau

python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.mon_alg_L1_gntau

Definition at line 471 of file TrigTauMonitoringConfig.py.

◆ mon_alg_L1_no_offline

python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.mon_alg_L1_no_offline

Definition at line 440 of file TrigTauMonitoringConfig.py.

◆ mon_alg_single

python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.mon_alg_single

Definition at line 79 of file TrigTauMonitoringConfig.py.

◆ mon_alg_single_gntau

python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.mon_alg_single_gntau

Definition at line 323 of file TrigTauMonitoringConfig.py.

◆ mon_alg_single_no_offline

python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.mon_alg_single_no_offline

Definition at line 305 of file TrigTauMonitoringConfig.py.

◆ mon_alg_tag_and_probe

python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.mon_alg_tag_and_probe

Definition at line 91 of file TrigTauMonitoringConfig.py.

◆ mon_alg_tag_and_probe_gntau

python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.mon_alg_tag_and_probe_gntau

Definition at line 401 of file TrigTauMonitoringConfig.py.

◆ mon_alg_truth

python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.mon_alg_truth

Definition at line 95 of file TrigTauMonitoringConfig.py.

◆ offline_GNTau_WP

python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.offline_GNTau_WP
static

Definition at line 59 of file TrigTauMonitoringConfig.py.

◆ offline_tauid_scores

python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.offline_tauid_scores
static

Definition at line 54 of file TrigTauMonitoringConfig.py.

◆ offline_taujets

python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.offline_taujets
static

Definition at line 58 of file TrigTauMonitoringConfig.py.

◆ require_offline_taus

python.TrigTauMonitoringConfig.TrigTauMonAlgBuilder.require_offline_taus
static

Definition at line 29 of file TrigTauMonitoringConfig.py.

The documentation for this class was generated from the following file:
DerivationFramework::TriggerMatchingUtils::sorted
std::vector< typename R::value_type > sorted(const R &r, PROJ proj={})
Helper function to create a sorted vector from an unsorted range.
python.TriggerConfigAccess.getHLTMonitoringAccess
HLTMonitoringAccess getHLTMonitoringAccess(flags=None)
Definition: TriggerConfigAccess.py:256
configure
bool configure(asg::AnaToolHandle< ITrigGlobalEfficiencyCorrectionTool > &tool, ToolHandleArray< IAsgElectronEfficiencyCorrectionTool > &electronEffToolsHandles, ToolHandleArray< IAsgElectronEfficiencyCorrectionTool > &electronSFToolsHandles, ToolHandleArray< CP::IMuonTriggerScaleFactors > &muonToolsHandles, ToolHandleArray< IAsgPhotonEfficiencyCorrectionTool > &photonEffToolsHandles, ToolHandleArray< IAsgPhotonEfficiencyCorrectionTool > &photonSFToolsHandles, const std::string &triggers, const std::map< std::string, std::string > &legsPerTool, unsigned long nToys, bool debug)
Definition: TrigGlobEffCorrValidation.cxx:514
python.processes.powheg.ZZj_MiNNLO.ZZj_MiNNLO.__init__
def __init__(self, base_directory, **kwargs)
Constructor: all process options are set here.
Definition: ZZj_MiNNLO.py:18
dumpHVPathFromNtuple.append
bool append
Definition: dumpHVPathFromNtuple.py:91
python.TriggerConfigAccess.getL1MenuAccess
L1MenuAccess getL1MenuAccess(flags=None)
Definition: TriggerConfigAccess.py:129
plotBeamSpotVxVal.range
range
Definition: plotBeamSpotVxVal.py:194
histSizes.list
def list(name, path='/')
Definition: histSizes.py:38
CxxUtils::set
constexpr std::enable_if_t< is_bitmask_v< E >, E & > set(E &lhs, E rhs)
Convenience function to set bits in a class enum bitmask.
Definition: bitmask.h:232
debug
const bool debug
Definition: MakeUncertaintyPlots.cxx:53
TrigJetMonitorAlgorithm.items
items
Definition: TrigJetMonitorAlgorithm.py:71
python.TriggerConfigAccess.getHLTMenuAccess
HLTMenuAccess getHLTMenuAccess(flags=None)
Definition: TriggerConfigAccess.py:196
TrigTauInfo
Definition: TrigTauInfo.h:15
python.CaloAddPedShiftConfig.int
int
Definition: CaloAddPedShiftConfig.py:45
python.ParticleTypeUtil.info
def info
Definition: ParticleTypeUtil.py:87
python.LArMinBiasAlgConfig.float
float
Definition: LArMinBiasAlgConfig.py:65
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