from .tokenizer_exceptions import TOKENIZER_EXCEPTIONS from .stop_words import STOP_WORDS from .lex_attrs import LEX_ATTRS from .syntax_iterators import SYNTAX_ITERATORS from .punctuation import TOKENIZER_INFIXES from ..tokenizer_exceptions import BASE_EXCEPTIONS from ...language import Language from ...attrs import LANG from ...util import update_exc def _return_en(_): return "en" class EnglishDefaults(Language.Defaults): lex_attr_getters = dict(Language.Defaults.lex_attr_getters) lex_attr_getters.update(LEX_ATTRS) lex_attr_getters[LANG] = _return_en tokenizer_exceptions = update_exc(BASE_EXCEPTIONS, TOKENIZER_EXCEPTIONS) stop_words = STOP_WORDS syntax_iterators = SYNTAX_ITERATORS infixes = TOKENIZER_INFIXES single_orth_variants = [ {"tags": ["NFP"], "variants": ["…", "..."]}, {"tags": [":"], "variants": ["-", "—", "–", "--", "---", "——"]}, ] paired_orth_variants = [ {"tags": ["``", "''"], "variants": [("'", "'"), ("‘", "’")]}, {"tags": ["``", "''"], "variants": [('"', '"'), ("“", "”")]}, ] @classmethod def is_base_form(cls, univ_pos, morphology=None): """ Check whether we're dealing with an uninflected paradigm, so we can avoid lemmatization entirely. univ_pos (unicode / int): The token's universal part-of-speech tag. morphology (dict): The token's morphological features following the Universal Dependencies scheme. """ if morphology is None: morphology = {} if univ_pos == "noun" and morphology.get("Number") == "sing": return True elif univ_pos == "verb" and morphology.get("VerbForm") == "inf": return True # This maps 'VBP' to base form -- probably just need 'IS_BASE' # morphology elif univ_pos == "verb" and ( morphology.get("VerbForm") == "fin" and morphology.get("Tense") == "pres" and morphology.get("Number") is None ): return True elif univ_pos == "adj" and morphology.get("Degree") == "pos": return True elif morphology.get("VerbForm") == "inf": return True elif morphology.get("VerbForm") == "none": return True elif morphology.get("Degree") == "pos": return True else: return False class English(Language): lang = "en" Defaults = EnglishDefaults __all__ = ["English"]