import os, sys sys.path.append(os.path.dirname(os.path.dirname(os.path.abspath(__file__)))) from src.classifier import Framework c = Framework() comment = "Multiclassification: 4 classes, V2, +2017 data, jet variable initialization: -5" # change this line for each run c.add_comment(comment) print comment treePath = 'dimuons/tree' # path = '/tmp/Hmumu_ntuples/updated/' path = "/mnt/hadoop/store/user/dkondrat/2017_ntuples/" # path = '/scratch/browngpu/dkondra/2016_ntuples_updated/' c.add_data('SingleMu_2017B', path + 'SingleMuon/SingleMu_2017B/180802_163835/0000/', 4823) c.add_data('SingleMu_2017C', path + 'SingleMuon/SingleMu_2017C/180802_163916/0000/', 9664) c.add_data('SingleMu_2017D', path + 'SingleMuon/SingleMu_2017D/180802_163956/0000/', 4252) c.add_data('SingleMu_2017E', path + 'SingleMuon/SingleMu_2017E/180802_164036/0000/', 9278) c.add_data('SingleMu_2017F', path + 'SingleMuon/SingleMu_2017F/180802_164117/0000/', (13540 - 916)) c.add_category('H2Mu_gg', True) c.add_dir_to_category( 'H2Mu_gg', path + '/GluGlu_HToMuMu_M125_13TeV_amcatnloFXFX_pythia8/180802_164158/0000/', 0.009618, 'H2Mu_gg')
metadataPath = 'dimuons/metadata' c.set_tree_path(treePath) c.set_metadata_path(metadataPath) c.set_year("2017") c.multiclass = True c.dy_label = "ZJets_aMC" c.tt_label = "tt_ll_POW" c.ggh_label = "H2Mu_gg" c.vbf_label = "H2Mu_VBF" ##################### Input samples ####################### c.add_data(SingleMu2017B.name, SingleMu2017B.path, SingleMu2017B.lumi) c.add_data(SingleMu2017C.name, SingleMu2017C.path, SingleMu2017C.lumi) c.add_data(SingleMu2017D.name, SingleMu2017D.path, SingleMu2017D.lumi) c.add_data(SingleMu2017E.name, SingleMu2017E.path, SingleMu2017E.lumi) c.add_data(SingleMu2017F.name, SingleMu2017F.path, SingleMu2017F.lumi) c.add_category(c.ggh_label, True) c.add_dir_to_category(ggH_2017_powheg.name, ggH_2017_powheg.path, ggH_2017_powheg.xSec, c.ggh_label) c.add_category(c.vbf_label, True) c.add_dir_to_category(VBF_2017_powheg.name, VBF_2017_powheg.path, VBF_2017_powheg.xSec, c.vbf_label) c.add_category(c.dy_label, False) c.add_dir_to_category(ZJets_aMC_2017.name, ZJets_aMC_2017.path,
c = Framework() # comment = "Multiclassification: 4 classes, V2, +2016 data, jet variable initialization: -5" # change this line for each run # c.add_comment(comment) # print comment treePath = 'dimuons/tree' metadataPath = 'dimuons/metadata' # path = '/tmp/Hmumu_ntuples/updated/' # path = '/scratch/browngpu/dkondra/2016_ntuples_updated/' path = "/tmp/dkondrat/updated_2017_mc/" # c.add_data('SingleMu_2016B', path+'SingleMuon/SingleMu_2017B/190327_172730/0000/', 4823 ) # lumi [/pb] c.add_data('SingleMu_2016B', path+'/SingleMu2017B/', 4823 ) # lumi [/pb] # c.add_data('SingleMu_2016B' , path+'/SingleMu_2016B/' , 5788) # c.add_data('SingleMu_2016C' , path+'/SingleMu_2016C/' , 2573) # c.add_data('SingleMu_2016D' , path+'/SingleMu_2016D/' , 4248) # c.add_data('SingleMu_2016E' , path+'/SingleMu_2016E/' , 4009) # c.add_data('SingleMu_2016F_1' , path+'/SingleMu_2016F_1/' , 3102) # c.add_data('SingleMu_2016G' , path+'/SingleMu_2016G/' , 7540) # c.add_data('SingleMu_2016H_1' , path+'/SingleMu_2016H_1/' , 8392) # c.add_data('SingleMu_2016H_2' , path+'/SingleMu_2016H_2/' , 214) # c.add_category('H2Mu_gg', True) # c.add_dir_to_category('H2Mu_gg', path+'/GluGluHToMuMu_M-125_TuneCP5_PSweights_13TeV_powheg_pythia8/H2Mu_gg_powheg/190323_193526/0000/', 0.009618, 'H2Mu_gg') # c.add_category('H2Mu_VBF', True) # c.add_dir_to_category('H2Mu_VBF', path+'/VBFHToMuMu_M-125_TuneCP5_PSweights_13TeV_powheg_pythia8/H2Mu_VBF_powheg/190322_195711/0000/', 0.0008208, 'H2Mu_VBF')