btag
#
Producers for btag scale factor weights.
Classes:
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Functions:
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Helper function to resolve the btag score column from the btag configuration. |
- class btag_weights(*args, requires_func=law.util.no_value, setup_func=law.util.no_value, sandbox=law.util.no_value, call_force=law.util.no_value, pick_cached_result=law.util.no_value, inst_dict=None, **kwargs)[source]#
Bases:
Producer
Methods:
call_func
(events[, jet_mask, ...])B-tag scale factor weight producer.
get_btag_file
(external_files)- rtype:
requires_func
(reqs)- rtype:
setup_func
(reqs, inputs, reader_targets)- rtype:
Attributes:
- call_func(events, jet_mask=Ellipsis, negative_b_score_action='ignore', negative_b_score_log_mode='warning', **kwargs)#
B-tag scale factor weight producer. Requires an external file in the config as under
btag_sf_corr
:cfg.x.external_files = DotDict.wrap({ "btag_sf_corr": "/afs/cern.ch/work/m/mrieger/public/mirrors/jsonpog-integration-9ea86c4c/POG/BTV/2017_UL/btagging.json.gz", # noqa })
get_btag_file can be adapted in a subclass in case it is stored differently in the external files.
The name of the correction set, a list of JEC uncertainty sources which should be propagated through the weight calculation, and the column used for b-tagging should be given as an auxiliary entry in the config:
cfg.x.btag_sf = ("deepJet_shape", ["Absolute", "FlavorQCD", ...], "btagDeepFlavB")
get_btag_config can be adapted in a subclass in case it is stored differently in the config.
Optionally, a jet_mask can be supplied to compute the scale factor weight based only on a subset of jets.
The negative_b_score_action defines the procedure of how to handle jets with a negative b-tag. Supported modes are: :rtype: ak.Array
“ignore”: the jet_mask is extended to exclude jets with b_score < 0
“remove”: the btag_weight is set to 0 for jets with b_score < 0
“raise”: an exception is raised
The verbosity of the handling of jets with negative b-score can be set via negative_b_score_log_mode, which offers the following options:
"none"
: no message is given"info"
: a logger.info message is given"debug"
: a logger.debug message is given"warning"
: a logger.warning message is given
Resources:
- data_only = False#
- get_btag_config()#
- get_btag_file(external_files)#
- mc_only = True#
- nominal_only = False#
- shifts_only = None#
- skip_func()#
- uses = {'Jet.eta', 'Jet.hadronFlavour', 'Jet.pt'}#
- get_b_score_column(btag_config)[source]#
Helper function to resolve the btag score column from the btag configuration.
- Parameters:
btag_config (tuple[str, list, str] | tuple[str, list]) – Entry in auxiliary config_inst.x.btag_sf, see example
btag_weights()
. If tuple has less than 3 entries, the column name is derived from the name of the correction set. :rtype: str :returns: Name of column that is required for the calculation of this set of corrections.