HiggsDNA - Higgs to Diphoton NanoAOD Framework

HiggsDNA (Higgs to Diphoton NanoAOD Framework) is the tool used for Higgs to diphoton related analyses in Run3, based on nanoAOD and columnar packages like awkward-array and coffea.

• Installation
  • Standard Procedure
  • Docker & Singularity
• Main Concepts
  • Command Line Tool
  • Processors
    • Write a New Processor
  • Taggers
  • Systematic Uncertainties
• Processors
  • Base
  • Tag and Probe
  • Zee
  • Top
• Ingredients and tools
  • Corrections to photon variables
    • Chained quantile regression
    • Normalising flows
• Corrections and systematics
  • Weight-based corrections
  • Variable-based corrections
    • JERC and systematics
    • Photons (and Electrons) Scale and Smearing
      • Photon case
      • Electron case
      • Run2UL
    • Muons Scale and Smearing
• Workload Distribution
  • Working with Dask
    • Troubleshooting
      • KilledWorker
    • Connect to the Dashboard
  • LXPLUS Vanilla Submitter
  • Getting the list of unprocessed samples
    • Parquet naming convention
    • How to get the list of unprocessed samples
• Postprocessing
  • Standard Procedure
  • Merging step
  • Root step
  • Data processing with local
  • Data processing with Docker
  • MC processing with Docker
  • Workspace step
  • Commands
• Examples
  • Basic Example
  • Tag and Probe
  • Base workflow
  • BTagging workflow
  • \(Z(\mu \mu \gamma)\) processor
• Instructions for Developers
  • Contribute
  • Update Documentation
  • Debug Unexpected Awkward Behavior
• API Reference Guide
  • higgs_dna
    • higgs_dna package
      • Subpackages
        • higgs_dna.metaconditions package
          • Subpackages
            • higgs_dna.metaconditions.corrections package
              • Module contents
            • higgs_dna.metaconditions.diphoton package
              • Module contents
            • higgs_dna.metaconditions.photon_id_mva_weights package
              • Module contents
          • Module contents
        • higgs_dna.samples package
          • Submodules
          • higgs_dna.samples.fetch module
          • Module contents
        • higgs_dna.selections package
          • Submodules
          • higgs_dna.selections.jet_selections module
            • getBTagMVACut()
            • jetIdFlags_v1213()
            • jetvetomap()
            • select_fatjets()
            • select_jets()
          • higgs_dna.selections.lepton_selections module
            • select_electrons()
            • select_muons()
            • select_taus()
          • higgs_dna.selections.object_selections module
            • delta_phi_mask()
            • delta_r_mask()
          • Module contents
        • higgs_dna.systematics package
          • Submodules
          • higgs_dna.systematics.event_systematics module
          • higgs_dna.systematics.photon_systematics module
            • FNUF()
            • Material()
            • Scale_IJazZ()
            • Scale_Trad()
            • ShowerShape()
            • Smearing_IJazZ()
            • Smearing_Trad()
            • double_smearing()
            • energyErrShift()
            • photon_pt_scale_dummy()
          • Module contents
            • add_jme_corr_syst()
            • apply_systematic_variations_object_level()
            • check_corr_syst_combinations()
        • higgs_dna.submission package
          • Submodules
          • higgs_dna.submission.lxplus module
            • LXPlusVanillaSubmitter
              • LXPlusVanillaSubmitter.submit()
          • Module contents
        • higgs_dna.tools package
          • Submodules
          • higgs_dna.tools.chained_quantile module
            • ChainedQuantileRegression
              • ChainedQuantileRegression.apply()
              • ChainedQuantileRegression.apply_charged_isolation()
              • ChainedQuantileRegression.apply_photon_isolation()
              • ChainedQuantileRegression.apply_shower_shapes()
            • create_evaluator()
            • wrapped_xgb
              • wrapped_xgb.center
              • wrapped_xgb.scale
              • wrapped_xgb.variables
          • higgs_dna.tools.diphoton_mva module
            • calculate_diphoton_mva()
            • calculate_retrained_diphoton_mva()
          • higgs_dna.tools.photonid_mva module
            • calculate_photonid_mva()
            • calculate_photonid_mva_run3()
            • load_photonid_mva()
            • load_photonid_mva_run3()
          • higgs_dna.tools.xgb_loader module
            • load_bdt()
          • Module contents
        • higgs_dna.utils package
          • Submodules
          • higgs_dna.utils.logger_utils module
            • setup_logger()
          • higgs_dna.utils.runner_utils module
            • get_main_parser()
            • get_proxy()
          • Module contents
        • higgs_dna.workflows package
          • Subpackages
            • higgs_dna.workflows.taggers package
              • Submodules
              • higgs_dna.workflows.taggers.DummyTagger1 module
                • DummyTagger1
                  • DummyTagger1.name
                  • DummyTagger1.priority
              • higgs_dna.workflows.taggers.DummyTagger2 module
                • DummyTagger2
                  • DummyTagger2.name
                  • DummyTagger2.priority
              • higgs_dna.workflows.taggers.HHWWggTagger module
                • HHWWggTagger
                  • HHWWggTagger.GetCategory()
                  • HHWWggTagger.electron_selection()
                  • HHWWggTagger.jet_selection()
                  • HHWWggTagger.muon_selection()
                  • HHWWggTagger.name
                  • HHWWggTagger.priority
              • Module contents
          • Submodules
          • higgs_dna.workflows.base module
            • HggBaseProcessor
              • HggBaseProcessor.add_corr_photonid_mva_run3()
              • HggBaseProcessor.add_diphoton_mva()
              • HggBaseProcessor.add_photonid_mva()
              • HggBaseProcessor.add_photonid_mva_run3()
              • HggBaseProcessor.apply_filters_and_triggers()
              • HggBaseProcessor.postprocess()
              • HggBaseProcessor.process()
              • HggBaseProcessor.process_extra()
          • higgs_dna.workflows.btagging module
            • BTaggingEfficienciesProcessor
              • BTaggingEfficienciesProcessor.postprocess()
              • BTaggingEfficienciesProcessor.process()
              • BTaggingEfficienciesProcessor.process_extra()
          • higgs_dna.workflows.dystudies module
            • DYStudiesProcessor
              • DYStudiesProcessor.postprocess()
              • DYStudiesProcessor.process_extra()
            • TagAndProbeProcessor
              • TagAndProbeProcessor.postprocess()
              • TagAndProbeProcessor.process()
              • TagAndProbeProcessor.process_extra()
          • Module contents
            • DYStudiesProcessor
              • DYStudiesProcessor.postprocess()
              • DYStudiesProcessor.process_extra()
      • Module contents

Indices and tables

• Index

• Module Index

• Search Page