<commit_before>#### PATTERN | EN ##################################################################################
# Copyright (c) 2010 University of Antwerp, Belgium
# Author: <NAME> <<EMAIL>>
# License: BSD (see LICENSE.txt for details).
# http://www.clips.ua.ac.be/pages/pattern

####################################################################################################
# English linguistical tools using fast regular expressions.

from inflect import \
    article, referenced, DEFINITE, INDEFINITE, \
    pluralize, singularize, NOUN, VERB, ADJECTIVE, \
    conjugate, lemma, lexeme, tenses, VERBS, \
    INFINITIVE, \
    PRESENT_1ST_PERSON_SINGULAR, \
    PRESENT_2ND_PERSON_SINGULAR, \
    PRESENT_3RD_PERSON_SINGULAR, \
    PRESENT_PLURAL, \
    PRESENT_PARTICIPLE, \
    PAST, \
    PAST_1ST_PERSON_SINGULAR, \
    PAST_2ND_PERSON_SINGULAR, \
    PAST_3RD_PERSON_SINGULAR, \
    PAST_PLURAL, \
    PAST_PARTICIPLE, \
    grade, comparative, superlative, COMPARATIVE, SUPERLATIVE

from inflect.quantify import \
    number, numerals, quantify, reflect
    
from inflect.spelling import \
    suggest as spelling

from parser           import tokenize, parse, tag
from parser.tree      import Text, Sentence, Slice, Chunk, PNPChunk, Chink, Word, table
from parser.tree      import SLASH, WORD, POS, CHUNK, PNP, REL, ANCHOR, LEMMA, AND, OR
from parser.modality  import mood, INDICATIVE, IMPERATIVE, CONDITIONAL, SUBJUNCTIVE
from parser.modality  import modality, EPISTEMIC
from parser.modality  import negated
from parser.sentiment import sentiment, polarity, subjectivity, positive
from parser.sentiment import NOUN, VERB, ADJECTIVE, ADVERB

import wordnet<commit_msg>minor change<commit_after>#### PATTERN | EN ##################################################################################
# Copyright (c) 2010 University of Antwerp, Belgium
# Author: <NAME> <<EMAIL>>
# License: BSD (see LICENSE.txt for details).
# http://www.clips.ua.ac.be/pages/pattern

####################################################################################################
# English linguistical tools using fast regular expressions.

from inflect import \
    article, referenced, DEFINITE, INDEFINITE, \
    pluralize, singularize, NOUN, VERB, ADJECTIVE, \
    conjugate, lemma, lexeme, tenses, VERBS, \
    grade, comparative, superlative, COMPARATIVE, SUPERLATIVE, \
    predicative, attributive, \
    INFINITIVE, \
    PRESENT_1ST_PERSON_SINGULAR, \
    PRESENT_2ND_PERSON_SINGULAR, \
    PRESENT_3RD_PERSON_SINGULAR, \
    PRESENT_PLURAL, \
    PRESENT_PARTICIPLE, \
    PAST, \
    PAST_1ST_PERSON_SINGULAR, \
    PAST_2ND_PERSON_SINGULAR, \
    PAST_3RD_PERSON_SINGULAR, \
    PAST_PLURAL, \
    PAST_PARTICIPLE

from inflect.quantify import \
    number, numerals, quantify, reflect
    
from inflect.spelling import \
    suggest as spelling

from parser           import tokenize, parse, tag
from parser.tree      import Text, Sentence, Slice, Chunk, PNPChunk, Chink, Word, table
from parser.tree      import SLASH, WORD, POS, CHUNK, PNP, REL, ANCHOR, LEMMA, AND, OR
from parser.modality  import mood, INDICATIVE, IMPERATIVE, CONDITIONAL, SUBJUNCTIVE
from parser.modality  import modality, EPISTEMIC
from parser.modality  import negated
from parser.sentiment import sentiment, polarity, subjectivity, positive
from parser.sentiment import NOUN, VERB, ADJECTIVE, ADVERB

import wordnet
{'fraction_non_alphanumeric': 0.18227179336659818, 'fraction_numerical': 0.0058702670971529205, 'mean_word_length': 4.496774193548387, 'pattern_counts': {'":': 0, '<': 9, '<?xml version=': 0, '>': 9, 'https://': 0, 'lorem ipsum': 0, 'www.': 2, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '5257545', 'n_tokens_mistral': 1109, 'n_tokens_neox': 1045, 'n_words': 276}