def make_mva_functor_dict(template, variables, mapper=None):
ret = SmartDict() #faster than normal dict
for i in optimizer.lep_id:
lepid = i
if mapper:
lepid = mapper(lepid)
ret.book(i, FunctorFromMVA, template % lepid, template % lepid,
*variables)
return ret
def make_mva_functor_dict(template, variables, mapper=None):
ret = SmartDict() #faster than normal dict
for i in optimizer.lep_id:
lepid = i
if mapper:
lepid = mapper(lepid)
ret.book(i, FunctorFromMVA,
template % lepid,
template % lepid,
*variables
)
return ret
SKIP_MMT = eval(os.environ.get('SKIP_MMT', 'False'))
SKIP_EMT = eval(os.environ.get('SKIP_EMT', 'False'))
SKIP_EET = eval(os.environ.get('SKIP_EET', 'False'))
###################
## MMT FUNCTIONS ##
###################
wz_sample = 'WZJetsTo3LNu_ZToTauTau_pythia' if '8TeV' in os.environ[
'jobid'] else 'WZJetsTo3LNu_ZToTauTau'
if not SKIP_MMT:
#no changes in muonID in 2013
mapper = {'eid1[0-9][A-Z][a-z]+_': '', 'idiso02': 'pfidiso02'}
variables = ['muonJetPt', 'muonPt', 'numJets20'] #, 'muonJetCSVBtag']
lowpt_mu_fr = SmartDict()
lowpt_mu_fr.book(
'eid12Medium_h2taucuts020', MultiFunctorFromMVA, 'lowpt_mu_fr',
(frfit_dir +
'mm_wjets_pt10_h2taucuts020_muonInfo_k50.data.kNN.weights.xml',
double_mu_lumi),
[(frfit_dir +
'mm_wjets_pt10_h2taucuts020_muonInfo_k50.%s.kNN.weights.xml' %
wz_sample, wz_lumi),
(frfit_dir +
'mm_wjets_pt10_h2taucuts020_muonInfo_k50.ZZJetsTo4L_pythia.kNN.weights.xml',
zz_lumi)], *variables)
highpt_mu_fr = SmartDict()
highpt_mu_fr.book(
'eid12Medium_h2taucuts',
SKIP_MMT=eval( os.environ.get('SKIP_MMT','False') )
SKIP_EMT=eval( os.environ.get('SKIP_EMT','False') )
SKIP_EET=eval( os.environ.get('SKIP_EET','False') )
###################
## MMT FUNCTIONS ##
###################
wz_sample = 'WZJetsTo3LNu_ZToTauTau_pythia' if '8TeV' in os.environ['jobid'] else 'WZJetsTo3LNu_ZToTauTau'
if not SKIP_MMT:
#no changes in muonID in 2013
mapper = {'eid1[0-9][A-Z][a-z]+_':'', 'idiso02' : 'pfidiso02'}
variables = ['muonJetPt', 'muonPt', 'numJets20'] #, 'muonJetCSVBtag']
lowpt_mu_fr = SmartDict()
lowpt_mu_fr.book( 'eid12Medium_h2taucuts020',
MultiFunctorFromMVA,
'lowpt_mu_fr',
(frfit_dir + 'mm_wjets_pt10_h2taucuts020_muonInfo_k50.data.kNN.weights.xml', double_mu_lumi),
[ (frfit_dir + 'mm_wjets_pt10_h2taucuts020_muonInfo_k50.%s.kNN.weights.xml' % wz_sample, wz_lumi),
(frfit_dir + 'mm_wjets_pt10_h2taucuts020_muonInfo_k50.ZZJetsTo4L_pythia.kNN.weights.xml', zz_lumi)],
*variables)
highpt_mu_fr = SmartDict()
highpt_mu_fr.book( 'eid12Medium_h2taucuts',
MultiFunctorFromMVA,
'highpt_mu_fr',
(frfit_dir + 'mm_wjets_pt10_h2taucuts_muonInfo_k50.data.kNN.weights.xml', double_mu_lumi),
[ (frfit_dir + 'mm_wjets_pt10_h2taucuts_muonInfo_k50.%s.kNN.weights.xml' % wz_sample, wz_lumi),
(frfit_dir + 'mm_wjets_pt10_h2taucuts_muonInfo_k50.ZZJetsTo4L_pythia.kNN.weights.xml', zz_lumi)],
