bilbo.components.features package

Submodules

bilbo.components.features.decorator_feature module

decorator class

class bilbo.components.features.decorator_feature.PositionDecorator(extractor)

Bases: object

PositionDecorator Class

class bilbo.components.features.decorator_feature.SectionDecorator(extractor)

Bases: object

SectionDecorator Class

class bilbo.components.features.decorator_feature.WordDecorator(extractor)

Bases: object

WordDecorator class

class bilbo.components.features.decorator_feature.XmlDecorator(extractor)

Bases: object

SectionDecorator Class

bilbo.components.features.externalfeatures module

External feature Class

class bilbo.components.features.externalfeatures.DictionnaryFeature(name, filename)

Bases: bilbo.components.features.externalfeatures.ExternalFeature

Get features from dictionnaries

create_list(sequence)

Create a liste of token from a sequence

Parameters:sequence – list of token and label associated i.e: [[“token”, “label”], [“token”, “label”]]

class bilbo.components.features.externalfeatures.ExternalFeature

Bases: object

ExternalFeature CLass generate the feature from external ressources

classmethod factory(typeft, name, list_name)

Chose between single or multiple tokens feature

Parameters:

• typeft – simple or multiple
• name – the name of the feature
• list_name – list file

Returns:

the right function to call

class bilbo.components.features.externalfeatures.ListFeature(name, list_name)

Bases: bilbo.components.features.externalfeatures.ExternalFeature

ListFeature Class

bilbo.components.features.features module

Features

class bilbo.components.features.features.FeatureHandler(cfg_file, type_config='ini')

Bases: bilbo.components.component.Extractor

Feature handler

format_to_list(doc)

loadFonctionsFeatures()

Load function for the features

print_features(doc)

save_features(doc)

Write the features for each token in the output file specify in the cli

Parameters:doc – document object

bilbo.components.features.localfeatures module

Local features

class bilbo.components.features.localfeatures.LocalFeature

Bases: object

Local features class

biblPosition = <bilbo.components.features.decorator_feature.PositionDecorator object>

cap = <bilbo.components.features.decorator_feature.WordDecorator object>

dash = <bilbo.components.features.decorator_feature.WordDecorator object>

initial = <bilbo.components.features.decorator_feature.WordDecorator object>

numbersMixed = <bilbo.components.features.decorator_feature.WordDecorator object>

bilbo.components.features.regexfeatures module

regular expression features

class bilbo.components.features.regexfeatures.RegexFeature(name, pattern)

Bases: object

generate features based on regular expressions

bilbo.components.features.xmlfeatures module

XML features

class bilbo.components.features.xmlfeatures.XmlFeature

Bases: object

Generate feature based on XML datas

static format_xpath(element, xpath)

global_boolean = <bilbo.components.features.decorator_feature.SectionDecorator object>

italic = <bilbo.components.features.decorator_feature.XmlDecorator object>

punc_counter = <bilbo.components.features.decorator_feature.SectionDecorator object>

Module contents

Features generation module