Index

_

__add__() (ftag.Cuts method) (ftag.cuts.Cuts method) __call__() (ftag.Cuts method) (ftag.cuts.Cut method) (ftag.cuts.Cuts method) (ftag.track_selector.TrackSelector method) (ftag.Transform method) (ftag.transform.Transform method) __contains__() (ftag.LabelContainer method) (ftag.labels.LabelContainer method) __eq__() (ftag.LabelContainer method) (ftag.labels.LabelContainer method) (ftag.region.Region method) (ftag.Sample method) (ftag.sample.Sample method) __getattr__() (ftag.LabelContainer method) (ftag.labels.LabelContainer method) __getitem__() (ftag.Cuts method) (ftag.cuts.Cuts method) (ftag.LabelContainer method) (ftag.labels.LabelContainer method) __iter__() (ftag.Cuts method) (ftag.cuts.Cuts method) (ftag.LabelContainer method) (ftag.labels.LabelContainer method) __len__() (ftag.Cuts method) (ftag.cuts.Cuts method) (ftag.LabelContainer method) (ftag.labels.LabelContainer method) __lt__() (ftag.Label method) (ftag.labels.Label method) (ftag.region.Region method) (ftag.Sample method) (ftag.sample.Sample method)

__post_init__() (ftag.Cuts method) (ftag.cuts.Cuts method) (ftag.hdf5.H5Reader method) (ftag.hdf5.h5reader.H5Reader method) (ftag.hdf5.h5reader.H5SingleReader method) (ftag.hdf5.H5Writer method) (ftag.hdf5.h5writer.H5Writer method) (ftag.Sample method) (ftag.sample.Sample method) (ftag.Transform method) (ftag.transform.Transform method) __repr__() (ftag.Cuts method) (ftag.cuts.Cuts method) (ftag.LabelContainer method) (ftag.labels.LabelContainer method) __str__() (ftag.cuts.Cut method) (ftag.Label method) (ftag.labels.Label method) (ftag.region.Region method) (ftag.Sample method) (ftag.sample.Sample method) __version__ (in module ftag) _nshared_cut() (ftag.track_selector.TrackSelector method) _px (ftag.Label attribute) (ftag.labels.Label attribute) _value (ftag.cuts.Cut attribute)

A

add_attr() (ftag.hdf5.H5Writer method) (ftag.hdf5.h5writer.H5Writer method)

add_flavour_label (ftag.hdf5.H5Writer attribute) (ftag.hdf5.h5writer.H5Writer attribute) aggregate_cutbookkeeper() (in module ftag.vds)

B

backgrounds() (ftag.LabelContainer method) (ftag.labels.LabelContainer method) batch_size (ftag.hdf5.H5Reader attribute) (ftag.hdf5.h5reader.H5Reader attribute) (ftag.hdf5.h5reader.H5SingleReader attribute)

bold_red (ftag.utils.logging.CustomFormatter attribute) by_category() (ftag.LabelContainer method) (ftag.labels.LabelContainer method)

C

calculate_best_fraction_values() (in module ftag.fraction_optimization) calculate_efficiency() (in module ftag.utils) (in module ftag.utils.metrics) calculate_efficiency_error() (in module ftag.utils) (in module ftag.utils.metrics) calculate_rejection() (in module ftag.utils) (in module ftag.utils.metrics) calculate_rejection_error() (in module ftag.utils) (in module ftag.utils.metrics) calculate_rejection_sum() (in module ftag.fraction_optimization) cast_dtype() (in module ftag.hdf5) (in module ftag.hdf5.h5utils) categories (ftag.LabelContainer property) (ftag.labels.LabelContainer property) category (ftag.Label attribute) (ftag.labels.Label attribute) check_for_fork() (in module ftag.git_check) check_for_uncommitted_changes() (in module ftag.git_check) check_subgroups() (in module ftag.vds) close() (ftag.hdf5.H5Writer method) (ftag.hdf5.h5writer.H5Writer method)

colour (ftag.Label attribute) (ftag.labels.Label attribute) compression (ftag.hdf5.H5Writer attribute) (ftag.hdf5.h5writer.H5Writer attribute) convert_dict() (in module ftag.fraction_optimization) copy_attrs() (ftag.hdf5.H5Writer method) (ftag.hdf5.h5writer.H5Writer method) create_and_push_tag() (in module ftag.git_check) create_ds() (ftag.hdf5.H5Writer method) (ftag.hdf5.h5writer.H5Writer method) create_virtual_file() (in module ftag.vds) CustomFormatter (class in ftag.utils.logging) Cut (class in ftag.cuts) Cuts (class in ftag) (class in ftag.cuts) cuts (ftag.Cuts attribute) (ftag.cuts.Cuts attribute) (ftag.Label attribute) (ftag.labels.Label attribute) (ftag.region.Region attribute) (ftag.track_selector.TrackSelector attribute) CutsResult (class in ftag.cuts)

D

date_format (ftag.utils.logging.CustomFormatter attribute) debugformat (ftag.utils.logging.CustomFormatter attribute) do_remove_inf (ftag.hdf5.H5Reader attribute) (ftag.hdf5.h5reader.H5Reader attribute) (ftag.hdf5.h5reader.H5SingleReader attribute) dsid (ftag.Sample property) (ftag.sample.Sample property)

dst (ftag.hdf5.H5Writer attribute) (ftag.hdf5.h5writer.H5Writer attribute) dtypes (ftag.hdf5.H5Writer attribute) (ftag.hdf5.h5writer.H5Writer attribute) dtypes() (ftag.hdf5.H5Reader method) (ftag.hdf5.h5reader.H5Reader method) dumper_tag (ftag.Sample property) (ftag.sample.Sample property)

E

eff_str (ftag.Label property) (ftag.labels.Label property) empty() (ftag.Cuts class method) (ftag.cuts.Cuts class method) (ftag.hdf5.h5reader.H5SingleReader method)

equal_jets (ftag.hdf5.H5Reader attribute) (ftag.hdf5.h5reader.H5Reader attribute) estimate_available_jets() (ftag.hdf5.H5Reader method) (ftag.hdf5.h5reader.H5Reader method)

F

files (ftag.hdf5.H5Reader property) (ftag.hdf5.h5reader.H5Reader property) (ftag.Sample property) (ftag.sample.Sample property) Flavours (in module ftag) (in module ftag.flavours) floats_map (ftag.Transform attribute) (ftag.transform.Transform attribute) fname (ftag.hdf5.H5Reader attribute) (ftag.hdf5.h5reader.H5Reader attribute) (ftag.hdf5.h5reader.H5SingleReader attribute) format() (ftag.utils.logging.CustomFormatter method) formats (ftag.utils.logging.CustomFormatter attribute) frac_str (ftag.Label property) (ftag.labels.Label property) from_cuts() (ftag.LabelContainer method) (ftag.labels.LabelContainer method) from_file() (ftag.hdf5.H5Writer class method) (ftag.hdf5.h5writer.H5Writer class method) from_list() (ftag.Cuts class method) (ftag.cuts.Cuts class method) (ftag.LabelContainer class method) (ftag.labels.LabelContainer class method) from_yaml() (ftag.LabelContainer class method) (ftag.labels.LabelContainer class method) ftag module ftag.cli_utils module ftag.cuts module ftag.flavours module ftag.fraction_optimization module ftag.git_check module

ftag.hdf5 module ftag.hdf5.h5add_col module ftag.hdf5.h5move module ftag.hdf5.h5reader module ftag.hdf5.h5split module ftag.hdf5.h5utils module ftag.hdf5.h5writer module ftag.labels module ftag.mock module ftag.region module ftag.sample module ftag.track_selector module ftag.transform module ftag.utils module ftag.utils.logging module ftag.utils.metrics module ftag.vds module ftag.working_points module full_precision_vars (ftag.hdf5.H5Writer attribute) (ftag.hdf5.h5writer.H5Writer attribute)

G

get_all_groups() (in module ftag.hdf5.h5add_col) get_args() (in module ftag.hdf5.h5add_col) get_attr() (ftag.hdf5.h5reader.H5SingleReader method) (ftag.hdf5.H5Writer method) (ftag.hdf5.h5writer.H5Writer method) get_bkg_norm_dict() (in module ftag.fraction_optimization) get_discriminant() (in module ftag.utils) (in module ftag.utils.metrics) get_dtype() (in module ftag.hdf5) (in module ftag.hdf5.h5utils) get_eff_rej() (in module ftag.working_points) get_efficiencies() (in module ftag.working_points) get_fxs_from_args() (in module ftag.working_points)

get_git_hash() (in module ftag.git_check) get_log_level() (in module ftag.utils.logging) get_mock_file() (in module ftag) (in module ftag.mock) get_rej_eff_at_disc() (in module ftag.working_points) get_shape() (in module ftag.hdf5.h5add_col) get_virtual_layout() (in module ftag.vds) get_working_points() (in module ftag) (in module ftag.working_points) GitError glob_re() (in module ftag.vds) green (ftag.utils.logging.CustomFormatter attribute) grey (ftag.utils.logging.CustomFormatter attribute)

H

h5_add_column() (in module ftag.hdf5) (in module ftag.hdf5.h5add_col) H5Reader (class in ftag.hdf5) (class in ftag.hdf5.h5reader)

H5SingleReader (class in ftag.hdf5.h5reader) H5Writer (class in ftag.hdf5) (class in ftag.hdf5.h5writer) HelpFormatter (class in ftag.cli_utils)

I

idx (ftag.cuts.CutsResult attribute) ignore() (ftag.Cuts method) (ftag.cuts.Cuts method)

initialise_logger() (in module ftag.utils.logging) ints_map (ftag.Transform attribute) (ftag.transform.Transform attribute) is_git_repo() (in module ftag.git_check)

J

jets_name (ftag.hdf5.H5Reader attribute) (ftag.hdf5.h5reader.H5Reader attribute) (ftag.hdf5.h5reader.H5SingleReader attribute) (ftag.hdf5.H5Writer attribute) (ftag.hdf5.h5writer.H5Writer attribute)

join_structured_arrays() (in module ftag.hdf5) (in module ftag.hdf5.h5utils)

L

Label (class in ftag) (class in ftag.labels) label (ftag.Label attribute) (ftag.labels.Label attribute) LabelContainer (class in ftag) (class in ftag.labels)

labels (ftag.LabelContainer attribute) (ftag.labels.LabelContainer attribute) load() (ftag.hdf5.H5Reader method) (ftag.hdf5.h5reader.H5Reader method) logger (in module ftag.utils) (in module ftag.utils.logging)

M

main() (in module ftag.hdf5.h5add_col) (in module ftag.hdf5.h5move) (in module ftag.hdf5.h5split) (in module ftag.vds) (in module ftag.working_points) map_dtype() (ftag.Transform method) (ftag.transform.Transform method) map_floats() (ftag.Transform method) (ftag.transform.Transform method) map_ints() (ftag.Transform method) (ftag.transform.Transform method) map_variable_names() (ftag.Transform method) (ftag.transform.Transform method) map_variables() (ftag.Transform method) (ftag.transform.Transform method) merge_dicts() (in module ftag.hdf5.h5add_col) module ftag ftag.cli_utils ftag.cuts ftag.flavours ftag.fraction_optimization ftag.git_check ftag.hdf5 ftag.hdf5.h5add_col ftag.hdf5.h5move ftag.hdf5.h5reader ftag.hdf5.h5split ftag.hdf5.h5utils ftag.hdf5.h5writer ftag.labels ftag.mock ftag.region ftag.sample ftag.track_selector ftag.transform ftag.utils ftag.utils.logging ftag.utils.metrics ftag.vds ftag.working_points

N

name (ftag.Label attribute) (ftag.labels.Label attribute) (ftag.region.Region attribute) (ftag.Sample attribute) (ftag.sample.Sample attribute) ntuple_dir (ftag.Sample attribute) (ftag.sample.Sample attribute)

num_files (ftag.Sample property) (ftag.sample.Sample property) num_jets (ftag.hdf5.H5Reader property) (ftag.hdf5.h5reader.H5Reader property) (ftag.hdf5.h5reader.H5SingleReader property) (ftag.hdf5.H5Writer attribute) (ftag.hdf5.h5writer.H5Writer attribute)

O

operator (ftag.cuts.Cut attribute)

OPERATORS (in module ftag.cuts)

P

parse_append_function() (in module ftag.hdf5.h5add_col) parse_args() (in module ftag.hdf5.h5move) (in module ftag.hdf5.h5split) (in module ftag.vds) (in module ftag.working_points) path (ftag.Sample property) (ftag.sample.Sample property) pattern (ftag.Sample attribute) (ftag.sample.Sample attribute)

precision (ftag.hdf5.H5Reader attribute) (ftag.hdf5.h5reader.H5Reader attribute) (ftag.hdf5.h5reader.H5SingleReader attribute) (ftag.hdf5.H5Writer attribute) (ftag.hdf5.h5writer.H5Writer attribute) ptag (ftag.Sample property) (ftag.sample.Sample property) px (ftag.Label property) (ftag.labels.Label property)

R

read_chunk() (ftag.hdf5.h5reader.H5SingleReader method) red (ftag.utils.logging.CustomFormatter attribute) regex_files_from_dir() (in module ftag.vds) Region (class in ftag.region) rej_str (ftag.Label property) (ftag.labels.Label property)

remove_inf() (ftag.hdf5.h5reader.H5SingleReader method) remove_suffix() (in module ftag.labels) reset (ftag.utils.logging.CustomFormatter attribute) rtag (ftag.Sample property) (ftag.sample.Sample property)

S

Sample (class in ftag) (class in ftag.sample) sample_id (ftag.Sample property) (ftag.sample.Sample property) save_divide() (in module ftag.utils) (in module ftag.utils.metrics) set_log_level() (in module ftag.utils) (in module ftag.utils.logging) setup_common_parts() (in module ftag.working_points) shapes (ftag.hdf5.H5Writer attribute) (ftag.hdf5.h5writer.H5Writer attribute)

shapes() (ftag.hdf5.H5Reader method) (ftag.hdf5.h5reader.H5Reader method) shuffle (ftag.hdf5.H5Reader attribute) (ftag.hdf5.h5reader.H5Reader attribute) (ftag.hdf5.h5reader.H5SingleReader attribute) (ftag.hdf5.H5Writer attribute) (ftag.hdf5.h5writer.H5Writer attribute) stream() (ftag.hdf5.H5Reader method) (ftag.hdf5.h5reader.H5Reader method) (ftag.hdf5.h5reader.H5SingleReader method) structured_from_dict() (in module ftag.hdf5) sum_counts_once() (in module ftag.vds)

T

tags (ftag.Sample property) (ftag.sample.Sample property) TrackSelector (class in ftag.track_selector) Transform (class in ftag) (class in ftag.transform)

transform (ftag.hdf5.H5Reader attribute) (ftag.hdf5.h5reader.H5Reader attribute) (ftag.hdf5.h5reader.H5SingleReader attribute)

V

valid_path() (in module ftag.cli_utils) valid_str (ftag.track_selector.TrackSelector attribute) value (ftag.cuts.Cut property) values (ftag.cuts.CutsResult attribute) variable (ftag.cuts.Cut attribute)

variable_map (ftag.Transform attribute) (ftag.transform.Transform attribute) variables (ftag.Cuts property) (ftag.cuts.Cuts property) virtual_file() (ftag.Sample method) (ftag.sample.Sample method)

W

weighted_percentile() (in module ftag.utils) (in module ftag.utils.metrics) weights (ftag.hdf5.H5Reader attribute) (ftag.hdf5.h5reader.H5Reader attribute) (ftag.Sample attribute) (ftag.sample.Sample attribute)

write() (ftag.hdf5.H5Writer method) (ftag.hdf5.h5writer.H5Writer method)

Y

yellow (ftag.utils.logging.CustomFormatter attribute)