EbScales = []
Esignals = []
EsScales = []
INPUT_SIG = []
INPUT_ESIG = []
INPUT_BKG = []
INPUT_EBKG = []
#load trees
for job in signal_samples:
print 'job.name is', job.name
if sample_to_cache_ and sample_to_cache_ != job.name: continue
print '\tREADING IN %s AS SIG' % job.name
#INPUT_SIG.append(ROOT.TFile.Open(tc.get_tree(job,TrainCut),'read'))
INPUT_SIG.append(getTree(tc.get_tree(job, TrainCut)))
#Tsignal = INPUT_SIG[-1].Get(job.tree)
Tsignal = INPUT_SIG[-1]
ROOT.gDirectory.Cd(workdir)
if not data_as_signal:
TsScale = tc.get_scale(job, config) * global_rescale
else:
TsScale = 1
Tsignals.append(Tsignal)
TsScales.append(TsScale)
#INPUT_ESIG.append(ROOT.TFile.Open(tc.get_tree(job,EvalCut),'read'))
INPUT_ESIG.append(getTree(tc.get_tree(job, EvalCut)))
#Esignal = INPUT_ESIG[-1].Get(job.tree)
Esignal = INPUT_ESIG[-1]
Tbackgrounds = []
TbScales = []
Tsignals = []
TsScales = []
#EVAL trees
Ebackgrounds = []
EbScales = []
Esignals = []
EsScales = []
#load trees
for job in signal_samples:
print '\tREADING IN %s AS SIG'%job.name
Tsignal = tc.get_tree(job,TrainCut)
ROOT.gDirectory.Cd(workdir)
TsScale = tc.get_scale(job,config)*global_rescale
Tsignals.append(Tsignal)
TsScales.append(TsScale)
Esignal = tc.get_tree(job,EvalCut)
Esignals.append(Esignal)
EsScales.append(TsScale)
print '\t\t\tTraining %s events'%Tsignal.GetEntries()
print '\t\t\tEval %s events'%Esignal.GetEntries()
for job in background_samples:
print '\tREADING IN %s AS BKG'%job.name
Tbackground = tc.get_tree(job,TrainCut)
#TRAIN trees
Tbackgrounds = []
TbScales = []
Tsignals = []
TsScales = []
#EVAL trees
Ebackgrounds = []
EbScales = []
Esignals = []
EsScales = []
#load trees
for job in signal_samples:
print '\tREADING IN %s AS SIG' % job.name
Tsignal = tc.get_tree(job, TrainCut)
ROOT.gDirectory.Cd(workdir)
TsScale = tc.get_scale(job, config) * global_rescale
Tsignals.append(Tsignal)
TsScales.append(TsScale)
Esignal = tc.get_tree(job, EvalCut)
Esignals.append(Esignal)
EsScales.append(TsScale)
print '\t\t\tTraining %s events' % Tsignal.GetEntries()
print '\t\t\tEval %s events' % Esignal.GetEntries()
for job in background_samples:
print '\tREADING IN %s AS BKG' % job.name
Tbackground = tc.get_tree(job, TrainCut)
ROOT.gDirectory.Cd(workdir)
TbScale = tc.get_scale(job, config) * global_rescale
Tbackgrounds.append(Tbackground)
