config.yaml

global:

  # ServiceX: ignore cache with repeated queries
  SERVICEX_IGNORE_CACHE: false
  
  # analysis facility: set to "coffea_casa" for coffea-casa environments, "EAF" for FNAL, "local" for local setups
  AF: coffea_casa
  
benchmarking:

  # chunk size to use
  CHUNKSIZE: 100000
  
  # metadata to propagate through to metrics
  # "ssl-dev" allows for the switch to local data on /data
  AF_NAME: coffea_casa
  
  # currently has no effect
  SYSTEMATICS: all
  
  # does not do anything, only used for metric gathering (set to 2 for distributed coffea-casa)
  CORES_PER_WORKER: 2
  
  # scaling for local setups with FuturesExecutor
  NUM_CORES: 4
  
  # only I/O, all other processing disabled
  DISABLE_PROCESSING: false
  
  # read additional branches (only with DISABLE_PROCESSING = True)
  # acceptable values are 4.1, 15, 25, 50 (corresponding to % of file read), 4.1% corresponds to the standard branches used in the notebook
  IO_FILE_PERCENT: '4.1'
  
  # nanoAOD branches that correspond to different values of IO_FILE_PERCENT
  IO_BRANCHES:
    '4.1':
      - Jet_pt
      - Jet_eta
      - Jet_phi
      - Jet_btagCSVV2
      - Jet_mass
      - Muon_pt
      - Electron_pt
    '15':
      - LHEPdfWeight
      - GenPart_pdgId
      - CorrT1METJet_phi
    '25':
      - LHEPdfWeight
      - GenPart_pt
      - GenPart_eta
      - GenPart_pdgId
      - LHEScaleWeight
    '50':
      - LHEPdfWeight
      - GenPart_pt
      - GenPart_eta
      - GenPart_phi
      - GenPart_pdgId
      - GenPart_genPartIdxMother
      - GenPart_statusFlags
      - GenPart_mass
      - LHEScaleWeight
      - GenJet_pt
      - GenPart_status
      - LHEPart_eta
      - LHEPart_phi
      - LHEPart_pt
      - GenJet_eta
      - GenJet_phi
      - Jet_eta
      - Jet_phi
      - SoftActivityJet_pt
      - SoftActivityJet_phi
      - SoftActivityJet_eta
      - GenJet_mass
      - Jet_pt
      - Jet_mass
      - LHEPart_mass
      - Jet_qgl
      - Jet_muonSubtrFactor
      - Jet_puIdDisc
      
ml:

  MAX_N_JETS: 6
  
  
  MODEL_NAME: reconstruction_bdt_xgb
  
  
  TRITON_URL: 'agc-triton-inference-server:8001'
  
  
  MODEL_VERSION_EVEN: '2'
  MODEL_VERSION_ODD: '1'
  
  
  XGBOOST_MODEL_PATH_EVEN: models/model_even.json
  XGBOOST_MODEL_PATH_ODD: models/model_odd.json
  
  
  BIN_RANGES:
    - [0,6]
    - [0,6]
    - [0,6]
    - [0,6]
    - [50,300]
    - [50,300]
    - [50,550]
    - [50,550]
    - [25,300]
    - [25,300]
    - [25,300]
    - [25,300]
    - [0,1]
    - [0,1]
    - [0,1]
    - [0,1]
    - [-1,1]
    - [-1,1]
    - [-1,1]
    - [-1,1]
    
  FEATURE_NAMES:
    - deltar_leptonbtoplep
    - deltar_w1w2
    - deltar_w1btophad
    - deltar_w2btophad
    - mass_leptonbtoplep
    - mass_w1w2
    - mass_w1w2btophad
    - pt_w1w2btophad
    - pt_w1
    - pt_w2
    - pt_btophad
    - pt_btoplep
    - btag_w1
    - btag_w2
    - btag_btophad
    - btag_btoplep
    - qgl_w1
    - qgl_w2
    - qgl_btophad
    - qgl_btoplep
    
  FEATURE_DESCRIPTIONS:
    - 'Delta R between $b_{top-lep}$ Jet and Lepton'
    - 'Delta R between the two W Jets'
    - 'Delta R between first W Jet and $b_{top-had}$ Jet'
    - 'Delta R between second W Jet and $b_{top-had}$ Jet'
    - 'Combined Mass of $b_{top-lep}$ Jet and Lepton [GeV]'
    - 'Combined Mass of the two W Jets [GeV]'
    - 'Combined Mass of $b_{top-had}$ Jet and the two W Jets [GeV]'
    - 'Combined $p_T$ of $b_{top-had}$ Jet and the two W Jets [GeV]'
    - '$p_T$ of the first W Jet [GeV]'
    - '$p_T$ of the second W Jet [GeV]'
    - '$p_T$ of the $b_{top-had}$ Jet [GeV]'
    - '$p_T$ of the $b_{top-lep}$ Jet [GeV]'
    - 'btagCSVV2 of the first W Jet'
    - 'btagCSVV2 of the second W Jet'
    - 'btagCSVV2 of the $b_{top-had}$ Jet'
    - 'btagCSVV2 of the $b_{top-lep}$ Jet'
    - 'Quark vs Gluon likelihood discriminator of the first W Jet'
    - 'Quark vs Gluon likelihood discriminator of the second W Jet'
    - 'Quark vs Gluon likelihood discriminator of the $b_{top-had}$ Jet'
    - 'Quark vs Gluon likelihood discriminator of the $b_{top-lep}$ Jet'