weight_splitcat.py

from Hpluscharm.workflows import workflows as hplusc_wf

cfg = {
    "dataset": {
        "jsons": ["src/Hpluscharm/input_json/signal_UL17.json"],
        "campaign": "UL17",
        "year": "2017",
        "filter": {"samples": ["gchcWW2L2Nu_4f"], "samples_exclude": []},
    },
    # Input and output files
    "workflow": hplusc_wf["HWWtest"],
    "output": "signal_nocut",
    "run_options": {
        "executor": "iterative",
        "workers": 6,
        "scaleout": 10,
        "walltime": "03:00:00",
        "mem_per_worker": 2,  # GB
        "chunk": 50000000,
        "max": None,
        "skipbadfiles": None,
        "voms": None,
        "limit": 1,
    },
    ## user specific
    "userconfig": {
        "systematics": {
            "JERC": False,
            "weights": False,
        },
        "export_array": False,
        "BDT": {
            "ll": "src/Hpluscharm/MVA/xgb_output/SR_ll_scangamma_2017_gamma2.json",
            "emu": "src/Hpluscharm/MVA/xgb_output/SR_emu_scangamma_2017_gamma2.json",
        },
    },
    ## selections
    "categories": {"cats": ["cut1", "cut2"], "cats2": ["cut1"]},
    "preselections": {
        "mu1hlt": ["IsoMu27"],
        "mu2hlt": [
            "Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass3p8",
            "Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass8",
        ],
        "e1hlt": ["Ele35_WPTight_Gsf"],
        "e2hlt": ["Ele23_Ele12_CaloIdL_TrackIdL_IsoVL"],
        "emuhlt": [
            "Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL",
            "Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL",
            "Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ",
            "Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL_DZ",
        ],
    },
    ## weights
    "weights": {
        "common": {
            "inclusive": {
                "PU": "puweight_UL17.histo.root",
                "JME": "mc_compile_jec.pkl.gz",
                "BTV": {
                    "DeepJetC": "DeepJet_ctagSF_Summer20UL17_interp.root",
                },
                "LSF": {
                    # "ele_Trig TrigSF": "Ele32_L1DoubleEG_TrigSF_vhcc.histo.root",
                    "ele_Rereco_above20 EGamma_SF2D": "egammaEffi_ptAbove20.txt_EGM2D_UL2017.histo.root",
                    "ele_Rereco_below20 EGamma_SF2D": "egammaEffi_ptBelow20.txt_EGM2D_UL2017.histo.root",
                    "ele_ID EGamma_SF2D": "egammaEffi.txt_EGM2D_MVA90iso_UL17.histo.root",
                    "mu_ID NUM_TightID_DEN_TrackerMuons_abseta_pt": "Efficiencies_muon_generalTracks_Z_Run2017_UL_ID.histo.root",
                    "mu_Iso NUM_TightRelIso_DEN_TightIDandIPCut_abseta_pt": "Efficiencies_muon_generalTracks_Z_Run2017_UL_ISO.histo.root",
                    "ele_Rereco_above20_error EGamma_SF2D_error": "egammaEffi_ptAbove20.txt_EGM2D_UL2017.histo.root",
                    "ele_Rereco_below20_error EGamma_SF2D_error": "egammaEffi_ptBelow20.txt_EGM2D_UL2017.histo.root",
                    "ele_ID_error EGamma_SF2D_error": "egammaEffi.txt_EGM2D_MVA90iso_UL17.histo.root",
                    "mu_ID_error NUM_TightID_DEN_TrackerMuons_abseta_pt_error": "Efficiencies_muon_generalTracks_Z_Run2017_UL_ID.histo.root",
                    "mu_Iso_error NUM_TightRelIso_DEN_TightIDandIPCut_abseta_pt_error": "Efficiencies_muon_generalTracks_Z_Run2017_UL_ISO.histo.root",
                },
            },
            "bycategory": {
                "cats": {
                    "PU": "puweight_UL17.histo.root",
                }
            },
        },
        "bysample": {
            "gchcWW2L2Nu_4f": {
                "inclusive": {
                    "JME": "mc_compile_jec.pkl.gz",
                },
                "bycategory": {
                    "cats2": {
                        "BTV": {
                            "DeepJetC": "DeepJet_ctagSF_Summer20UL17_interp.root",
                        },
                    }
                },
            }
        },
    },
}