Spaces:
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Sleeping
| treename: mmtree/Events;1 | |
| selection: | |
| ### use `&`, `|`, `~` for logical operations on numpy arrays | |
| ### can use functions from `math`, `np` (numpy), and `awkward` in the expression | |
| #(jet_tightId==1) & (jet_no<2) & (fj_pt>200) & (fj_pt<2500) & (((sample_isQCD==0) & (fj_isQCD==0)) | ((sample_isQCD==1) & (fj_isQCD==1))) & (event_no%7!=0) | |
| #(recojet_e>=5) | |
| test_time_selection: | |
| ### selection to apply at test time (i.e., when running w/ --predict) | |
| #(jet_tightId==1) & (jet_no<2) & (fj_pt>200) & (fj_pt<2500) & (((sample_isQCD==0) & (fj_isQCD==0)) | ((sample_isQCD==1) & (fj_isQCD==1))) & (event_no%7==0) | |
| #(recojet_e<5) | |
| new_variables: | |
| ### [format] name: formula | |
| ### can use functions from `math`, `np` (numpy), and `awkward` in the expression | |
| #pfcand_mask: awkward.JaggedArray.ones_like(pfcand_etarel) | |
| #sv_mask: awkward.JaggedArray.ones_like(sv_etarel) | |
| #pfcand_mask: awkward.JaggedArray.ones_like(pfcand_e) | |
| preprocess: | |
| ### method: [manual, auto] - whether to use manually specified parameters for variable standardization | |
| ### [note]: `[var]_mask` will not be transformed even if `method=auto` | |
| inputs: | |
| n_fat_jets: | |
| pad_mode: wrap | |
| length: 1 | |
| vars: | |
| - [nFatJet, null] | |
| # - [nJetId, null] | |
| fat_jets: | |
| pad_mode: wrap | |
| length: 50 | |
| vars: | |
| - [FatJet_pt, null] | |
| - [FatJet_eta, null] | |
| - [FatJet_phi, null] | |
| - [FatJet_mass, null] | |
| n_jets: | |
| pad_mode: wrap | |
| length: 1 | |
| vars: | |
| - [ nJet, null ] | |
| jets: | |
| pad_mode: wrap | |
| length: 50 | |
| vars: | |
| - [ Jet_pt, null ] | |
| - [ Jet_eta, null ] | |
| - [ Jet_phi, null ] | |
| - [ Jet_mass, null ] | |
| n_genjets: | |
| pad_mode: wrap | |
| length: 1 | |
| vars: | |
| - [n_genjet, null] | |
| genjets: | |
| pad_mode: wrap | |
| length: 50 | |
| vars: | |
| - [GenFatJet_pt, null] | |
| - [GenFatJet_eta, null] | |
| - [GenFatJet_phi, null] | |
| - [GenFatJet_mass, null] | |
| n_pfcands: | |
| pad_mode: wrap | |
| length: 1 | |
| vars: | |
| - [ nPFCands, null ] | |
| pfcands: | |
| pad_mode: wrap | |
| length: 750 | |
| vars: | |
| - [PFCands_pt, null] | |
| - [PFCands_eta, null] | |
| - [PFCands_phi, null] | |
| - [PFCands_mass, null] | |
| - [PFCands_charge, null] | |
| - [PFCands_pdgId, null] | |
| pfcands_jet_mapping: | |
| pad_mode: wrap | |
| length: 750 | |
| vars: | |
| - [ FatJetPFCands_jetIdx, null ] | |
| - [ FatJetPFCands_pFCandsIdx, null ] | |
| #n_offline_pfcands: | |
| # pad_mode: wrap | |
| # length: 1 | |
| # vars: | |
| # - [ nOfflinePFCands, null ] | |
| #offline_pfcands: | |
| # pad_mode: wrap | |
| # length: 750 | |
| # vars: | |
| # - [ OfflinePFCands_pt, null ] | |
| # - [ OfflinePFCands_eta, null ] | |
| # - [ OfflinePFCands_phi, null ] | |
| # - [ OfflinePFCands_mass, null ] | |
| # - [ OfflinePFCands_charge, null ] | |
| # - [ OfflinePFCands_pdgId, null ] | |
| #offline_pfcands_jet_mapping: | |
| # pad_mode: wrap | |
| # length: 750 | |
| # vars: | |
| # - [ OfflineFatJetPFCands_jetIdx, null ] | |
| # - [ OfflineFatJetPFCands_pFCandsIdx, null ] | |
| MET: | |
| pad_mode: wrap | |
| length: 1 | |
| vars: | |
| - [ MET_pt, null ] | |
| - [ MET_phi, null ] | |
| - [ scouting_trig, null] | |
| - [ offline_trig, null] | |
| - [ veto_trig, null ] | |
| n_electrons: | |
| pad_mode: wrap | |
| length: 1 | |
| vars: | |
| - [ nElectron, null ] | |
| n_photons: | |
| pad_mode: wrap | |
| length: 1 | |
| vars: | |
| - [ nPhotons, null ] | |
| n_muons: | |
| pad_mode: wrap | |
| length: 1 | |
| vars: | |
| - [ nMuons, null ] | |
| electrons: | |
| pad_mode: wrap | |
| length: 10 | |
| vars: | |
| - [ Electron_pt, null ] | |
| - [ Electron_eta, null ] | |
| - [ Electron_phi, null ] | |
| - [ Electron_charge, null ] | |
| muons: | |
| pad_mode: wrap | |
| length: 10 | |
| vars: | |
| - [ Muon_pt, null ] | |
| - [ Muon_eta, null ] | |
| - [ Muon_phi, null ] | |
| - [ Muon_charge, null ] | |
| photons: | |
| pad_mode: wrap | |
| length: 10 | |
| vars: | |
| - [ Photon_pt, null ] | |
| - [ Photon_eta, null ] | |
| - [ Photon_phi, null ] | |
| matrix_element_gen_particles: | |
| pad_mode: wrap | |
| length: 2 | |
| vars: | |
| - [MatrixElementGenParticle_pt, null] | |
| - [MatrixElementGenParticle_eta, null] | |
| - [MatrixElementGenParticle_phi, null] | |
| - [MatrixElementGenParticle_mass, null] | |
| - [MatrixElementGenParticle_pdgId, null] | |
| labels: | |
| observers: | |
| #- recojet_e | |
| #- recojet_theta | |
| #- recojet_phi | |
| #- recojet_m | |
| #- n_pfcand | |