Index

A

activate_final_fit() (in module higgs_dna.scripts.postprocessing.prepare_output_file) add_corr_photonid_mva_run3() (higgs_dna.workflows.base.HggBaseProcessor method) add_diphoton_mva() (higgs_dna.workflows.base.HggBaseProcessor method) add_jme_corr_syst() (in module higgs_dna.systematics) add_photonid_mva() (higgs_dna.workflows.base.HggBaseProcessor method) add_photonid_mva_run3() (higgs_dna.workflows.base.HggBaseProcessor method)

apply() (higgs_dna.tools.chained_quantile.ChainedQuantileRegression method) apply_charged_isolation() (higgs_dna.tools.chained_quantile.ChainedQuantileRegression method) apply_filters_and_triggers() (higgs_dna.workflows.base.HggBaseProcessor method) apply_photon_isolation() (higgs_dna.tools.chained_quantile.ChainedQuantileRegression method) apply_shower_shapes() (higgs_dna.tools.chained_quantile.ChainedQuantileRegression method) apply_systematic_variations_object_level() (in module higgs_dna.systematics)

B

BTaggingEfficienciesProcessor (class in higgs_dna.workflows.btagging)

C

calculate_diphoton_mva() (in module higgs_dna.tools.diphoton_mva) calculate_photonid_mva() (in module higgs_dna.tools.photonid_mva) calculate_photonid_mva_run3() (in module higgs_dna.tools.photonid_mva) calculate_retrained_diphoton_mva() (in module higgs_dna.tools.diphoton_mva) center (higgs_dna.tools.chained_quantile.wrapped_xgb property) ChainedQuantileRegression (class in higgs_dna.tools.chained_quantile)

check_corr_syst_combinations() (in module higgs_dna.systematics) check_port() (in module higgs_dna.scripts.run_analysis) copy_xrdcp() (in module higgs_dna.scripts.pull_files) create_evaluator() (in module higgs_dna.tools.chained_quantile) create_hadron_flavour_correction() (in module higgs_dna.scripts.btagging_eff) create_mask() (in module higgs_dna.scripts.plotting.plotting_utils)

D

decompose_string() (in module higgs_dna.scripts.postprocessing.prepare_output_file) delta_phi_mask() (in module higgs_dna.selections.object_selections) delta_r_mask() (in module higgs_dna.selections.object_selections) DependencyInstaller (class in higgs_dna.scripts.run_analysis) double_smearing() (in module higgs_dna.systematics.photon_systematics)

download_file() (in module higgs_dna.scripts.samples.download_files) download_files_in_parallel() (in module higgs_dna.scripts.samples.download_files) DummyTagger1 (class in higgs_dna.workflows.taggers.DummyTagger1) DummyTagger2 (class in higgs_dna.workflows.taggers.DummyTagger2) DYStudiesProcessor (class in higgs_dna.workflows) (class in higgs_dna.workflows.dystudies)

E

electron_selection() (higgs_dna.workflows.taggers.HHWWggTagger.HHWWggTagger method) energyErrShift() (in module higgs_dna.systematics.photon_systematics)

extract_eras() (in module higgs_dna.scripts.btagging_eff) extract_filter() (in module higgs_dna.scripts.postprocessing.merge_parquet) extract_tuples() (in module higgs_dna.scripts.postprocessing.merge_parquet)

F

fetch_file() (in module higgs_dna.scripts.pull_files)

filter_and_set_diff_variable() (in module higgs_dna.scripts.postprocessing.merge_parquet) FNUF() (in module higgs_dna.systematics.photon_systematics)

G

get_btag_json() (in module higgs_dna.scripts.pull_files) get_cqr_weights() (in module higgs_dna.scripts.pull_files) get_ctag_json() (in module higgs_dna.scripts.pull_files) get_dataset_dict_grid() (in module higgs_dna.scripts.samples.fetch_datasets) get_dataset_dict_local() (in module higgs_dna.scripts.samples.fetch_datasets) get_diphoton_id_mva_weights() (in module higgs_dna.scripts.pull_files) get_eveto_json() (in module higgs_dna.scripts.pull_files) get_fetcher_args() (in module higgs_dna.scripts.btagging_eff) (in module higgs_dna.scripts.samples.fetch_datasets) get_Flow_files() (in module higgs_dna.scripts.pull_files) get_fnuf_json() (in module higgs_dna.scripts.pull_files) get_goldenjson() (in module higgs_dna.scripts.pull_files) get_hgg_photon_id_mva_weights() (in module higgs_dna.scripts.pull_files) get_HHbbgg_btag_WPs_json() (in module higgs_dna.scripts.pull_files) get_HHbbgg_weight_interference_json() (in module higgs_dna.scripts.pull_files) get_hpc_bdt_weights() (in module higgs_dna.scripts.pull_files) get_jec_files() (in module higgs_dna.scripts.pull_files) get_jer_files() (in module higgs_dna.scripts.pull_files) get_jetmet_json() (in module higgs_dna.scripts.pull_files) get_loose_mva_json() (in module higgs_dna.scripts.pull_files)

get_lowmass_diphotonmva_model() (in module higgs_dna.scripts.pull_files) get_lowmass_dykiller_model() (in module higgs_dna.scripts.pull_files) get_main_parser() (in module higgs_dna.utils.runner_utils) get_mass_decorrelation_CDF() (in module higgs_dna.scripts.pull_files) get_material_json() (in module higgs_dna.scripts.pull_files) get_muon_scale_smearing() (in module higgs_dna.scripts.pull_files) get_muon_SFs() (in module higgs_dna.scripts.pull_files) get_photonid_json() (in module higgs_dna.scripts.pull_files) get_pileup() (in module higgs_dna.scripts.pull_files) get_presel_json() (in module higgs_dna.scripts.pull_files) get_proxy() (in module higgs_dna.utils.runner_utils) get_scale_and_smearing() (in module higgs_dna.scripts.pull_files) get_scale_and_smearing_IJazZ() (in module higgs_dna.scripts.pull_files) get_shower_shape_json() (in module higgs_dna.scripts.pull_files) get_sigmaE_over_E() (in module higgs_dna.scripts.plotting.plotting_utils) get_trees_in_directory() (in module higgs_dna.scripts.postprocessing.prepare_root_for_tree2ws_diff) get_trigger_json() (in module higgs_dna.scripts.pull_files) Get_WeightSum_Btag() (in module higgs_dna.scripts.postprocessing.tools.Btag_WeightSum_Calculation) getBTagMVACut() (in module higgs_dna.selections.jet_selections) GetCategory() (higgs_dna.workflows.taggers.HHWWggTagger.HHWWggTagger method) group_by_eras_dict() (in module higgs_dna.scripts.btagging_eff)

H

handle_target_directory() (in module higgs_dna.scripts.samples.download_files) HggBaseProcessor (class in higgs_dna.workflows.base) HHWWggTagger (class in higgs_dna.workflows.taggers.HHWWggTagger) higgs_dna module higgs_dna.metaconditions module higgs_dna.metaconditions.corrections module higgs_dna.metaconditions.diphoton module higgs_dna.metaconditions.hpc_bdt module higgs_dna.metaconditions.photon_id_mva_weights module higgs_dna.scripts module higgs_dna.scripts.btagging_eff module higgs_dna.scripts.fiducial module higgs_dna.scripts.make_correction_json module higgs_dna.scripts.plotting module higgs_dna.scripts.plotting.plotting_utils module higgs_dna.scripts.postprocessing module higgs_dna.scripts.postprocessing.convert_parquet_to_root module higgs_dna.scripts.postprocessing.merge_parquet module higgs_dna.scripts.postprocessing.prepare_output_file module higgs_dna.scripts.postprocessing.prepare_root_for_tree2ws_diff module higgs_dna.scripts.postprocessing.tools module higgs_dna.scripts.postprocessing.tools.Btag_WeightSum_Calculation module higgs_dna.scripts.pull_files module higgs_dna.scripts.run_analysis module higgs_dna.scripts.samples module higgs_dna.scripts.samples.download_files module

higgs_dna.scripts.samples.fetch_datasets module higgs_dna.selections module higgs_dna.selections.jet_selections module higgs_dna.selections.lepton_selections module higgs_dna.selections.object_selections module higgs_dna.submission module higgs_dna.submission.lxplus module higgs_dna.systematics module higgs_dna.systematics.photon_systematics module higgs_dna.tools module higgs_dna.tools.chained_quantile module higgs_dna.tools.diphoton_mva module higgs_dna.tools.photonid_mva module higgs_dna.tools.xgb_loader module higgs_dna.utils module higgs_dna.utils.logger_utils module higgs_dna.utils.runner_utils module higgs_dna.workflows module higgs_dna.workflows.base module higgs_dna.workflows.btagging module higgs_dna.workflows.dystudies module higgs_dna.workflows.taggers module higgs_dna.workflows.taggers.DummyTagger1 module higgs_dna.workflows.taggers.DummyTagger2 module higgs_dna.workflows.taggers.HHWWggTagger module

I

is_directory_empty() (in module higgs_dna.scripts.samples.download_files)

J

jet_selection() (higgs_dna.workflows.taggers.HHWWggTagger.HHWWggTagger method)

jetIdFlags_v1213() (in module higgs_dna.selections.jet_selections) jetvetomap() (in module higgs_dna.selections.jet_selections)

L

load_bdt() (in module higgs_dna.tools.xgb_loader) load_photonid_mva() (in module higgs_dna.tools.photonid_mva)

load_photonid_mva_run3() (in module higgs_dna.tools.photonid_mva) LXPlusVanillaSubmitter (class in higgs_dna.submission.lxplus)

M

main() (in module higgs_dna.scripts.btagging_eff) (in module higgs_dna.scripts.make_correction_json) (in module higgs_dna.scripts.plotting.plotting_utils) (in module higgs_dna.scripts.postprocessing.convert_parquet_to_root) (in module higgs_dna.scripts.postprocessing.merge_parquet) (in module higgs_dna.scripts.postprocessing.prepare_output_file) (in module higgs_dna.scripts.postprocessing.prepare_root_for_tree2ws_diff) (in module higgs_dna.scripts.pull_files) (in module higgs_dna.scripts.run_analysis) (in module higgs_dna.scripts.samples.download_files) (in module higgs_dna.scripts.samples.fetch_datasets) Material() (in module higgs_dna.systematics.photon_systematics) MKDIRP() (in module higgs_dna.scripts.postprocessing.prepare_output_file) module higgs_dna higgs_dna.metaconditions higgs_dna.metaconditions.corrections higgs_dna.metaconditions.diphoton higgs_dna.metaconditions.hpc_bdt higgs_dna.metaconditions.photon_id_mva_weights higgs_dna.scripts higgs_dna.scripts.btagging_eff higgs_dna.scripts.fiducial higgs_dna.scripts.make_correction_json higgs_dna.scripts.plotting higgs_dna.scripts.plotting.plotting_utils higgs_dna.scripts.postprocessing higgs_dna.scripts.postprocessing.convert_parquet_to_root higgs_dna.scripts.postprocessing.merge_parquet higgs_dna.scripts.postprocessing.prepare_output_file higgs_dna.scripts.postprocessing.prepare_root_for_tree2ws_diff higgs_dna.scripts.postprocessing.tools higgs_dna.scripts.postprocessing.tools.Btag_WeightSum_Calculation higgs_dna.scripts.pull_files higgs_dna.scripts.run_analysis higgs_dna.scripts.samples higgs_dna.scripts.samples.download_files higgs_dna.scripts.samples.fetch_datasets higgs_dna.selections higgs_dna.selections.jet_selections higgs_dna.selections.lepton_selections higgs_dna.selections.object_selections higgs_dna.submission higgs_dna.submission.lxplus higgs_dna.systematics higgs_dna.systematics.photon_systematics higgs_dna.tools higgs_dna.tools.chained_quantile higgs_dna.tools.diphoton_mva higgs_dna.tools.photonid_mva higgs_dna.tools.xgb_loader higgs_dna.utils higgs_dna.utils.logger_utils higgs_dna.utils.runner_utils higgs_dna.workflows higgs_dna.workflows.base higgs_dna.workflows.btagging higgs_dna.workflows.dystudies higgs_dna.workflows.taggers higgs_dna.workflows.taggers.DummyTagger1 higgs_dna.workflows.taggers.DummyTagger2 higgs_dna.workflows.taggers.HHWWggTagger

muon_selection() (higgs_dna.workflows.taggers.HHWWggTagger.HHWWggTagger method)

N

name (higgs_dna.workflows.taggers.DummyTagger1.DummyTagger1 property) (higgs_dna.workflows.taggers.DummyTagger2.DummyTagger2 property) (higgs_dna.workflows.taggers.HHWWggTagger.HHWWggTagger property)

P

photon_pt_scale_dummy() (in module higgs_dna.systematics.photon_systematics) plotter() (in module higgs_dna.scripts.plotting.plotting_utils) postprocess() (higgs_dna.workflows.base.HggBaseProcessor method) (higgs_dna.workflows.btagging.BTaggingEfficienciesProcessor method) (higgs_dna.workflows.dystudies.DYStudiesProcessor method) (higgs_dna.workflows.dystudies.TagAndProbeProcessor method) (higgs_dna.workflows.DYStudiesProcessor method) priority (higgs_dna.workflows.taggers.DummyTagger1.DummyTagger1 property) (higgs_dna.workflows.taggers.DummyTagger2.DummyTagger2 property) (higgs_dna.workflows.taggers.HHWWggTagger.HHWWggTagger property)

process() (higgs_dna.workflows.base.HggBaseProcessor method) (higgs_dna.workflows.btagging.BTaggingEfficienciesProcessor method) (higgs_dna.workflows.dystudies.TagAndProbeProcessor method) process_extra() (higgs_dna.workflows.base.HggBaseProcessor method) (higgs_dna.workflows.btagging.BTaggingEfficienciesProcessor method) (higgs_dna.workflows.dystudies.DYStudiesProcessor method) (higgs_dna.workflows.dystudies.TagAndProbeProcessor method) (higgs_dna.workflows.DYStudiesProcessor method) process_root_file() (in module higgs_dna.scripts.postprocessing.prepare_root_for_tree2ws_diff)

R

read_input_file() (in module higgs_dna.scripts.samples.fetch_datasets)

Renormalize_BTag_Weights() (in module higgs_dna.scripts.postprocessing.tools.Btag_WeightSum_Calculation) run_executor() (in module higgs_dna.scripts.run_analysis)

S

safe_mkdir() (in module higgs_dna.scripts.btagging_eff) scale (higgs_dna.tools.chained_quantile.wrapped_xgb property) Scale_IJazZ() (in module higgs_dna.systematics.photon_systematics) Scale_Trad() (in module higgs_dna.systematics.photon_systematics) select_electrons() (in module higgs_dna.selections.lepton_selections) select_fatjets() (in module higgs_dna.selections.jet_selections) select_jets() (in module higgs_dna.selections.jet_selections)

select_muons() (in module higgs_dna.selections.lepton_selections) select_taus() (in module higgs_dna.selections.lepton_selections) setup() (higgs_dna.scripts.run_analysis.DependencyInstaller method) setup_logger() (in module higgs_dna.utils.logger_utils) ShowerShape() (in module higgs_dna.systematics.photon_systematics) Smearing_IJazZ() (in module higgs_dna.systematics.photon_systematics) Smearing_Trad() (in module higgs_dna.systematics.photon_systematics) submit() (higgs_dna.submission.lxplus.LXPlusVanillaSubmitter method)

T

TagAndProbeProcessor (class in higgs_dna.workflows.dystudies)

U

unzip_gz_with_gunzip() (in module higgs_dna.scripts.pull_files)

V

validate() (in module higgs_dna.scripts.run_analysis)

variables (higgs_dna.tools.chained_quantile.wrapped_xgb property)

W

wrapped_xgb (class in higgs_dna.tools.chained_quantile)