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435 lines
16 KiB
Python
435 lines
16 KiB
Python
5 years ago
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#### PATTERN | NL | INFLECT ########################################################################
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# -*- coding: utf-8 -*-
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# Copyright (c) 2010 University of Antwerp, Belgium
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# Author: Tom De Smedt <tom@organisms.be>
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# License: BSD (see LICENSE.txt for details).
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####################################################################################################
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# Regular expressions-based rules for Dutch word inflection:
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# - pluralization and singularization of nouns,
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# - conjugation of verbs,
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# - predicative and attributive of adjectives.
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# Accuracy (measured on CELEX Dutch morphology word forms):
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# 79% for pluralize()
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# 91% for singularize()
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# 90% for Verbs.find_lemma()
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# 88% for Verbs.find_lexeme()
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# 99% for predicative()
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# 99% for attributive()
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from __future__ import unicode_literals
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from __future__ import division
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from builtins import str, bytes, dict, int
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from builtins import map, zip, filter
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from builtins import object, range
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import os
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import sys
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import re
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try:
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MODULE = os.path.dirname(os.path.realpath(__file__))
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except:
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MODULE = ""
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sys.path.insert(0, os.path.join(MODULE, "..", "..", "..", ".."))
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from pattern.text import Verbs as _Verbs
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from pattern.text import (
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INFINITIVE, PRESENT, PAST, FUTURE,
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FIRST, SECOND, THIRD,
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SINGULAR, PLURAL, SG, PL,
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PROGRESSIVE,
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PARTICIPLE
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)
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sys.path.pop(0)
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VERB, NOUN, ADJECTIVE, ADVERB = "VB", "NN", "JJ", "RB"
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VOWELS = ("a", "e", "i", "o", "u")
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re_vowel = re.compile(r"a|e|i|o|u|y", re.I)
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is_vowel = lambda ch: ch in VOWELS
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#### PLURALIZE ######################################################################################
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plural_irregular_en = set(("dag", "dak", "dal", "pad", "vat", "weg"))
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plural_irregular_een = set(("fee", "genie", "idee", "orgie", "ree"))
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plural_irregular_eren = set(("blad", "ei", "gelid", "gemoed", "kalf", "kind", "lied", "rad", "rund"))
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plural_irregular_deren = set(("hoen", "been"))
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plural_irregular = {
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"centrum": "centra",
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"escargot": "escargots",
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"gedrag": "gedragingen",
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"gelid": "gelederen",
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"kaars": "kaarsen",
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"kleed": "kleren",
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"koe": "koeien",
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"lam": "lammeren",
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"museum": "museums",
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"stad": "steden",
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"stoel": "stoelen",
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"vlo": "vlooien"
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}
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def pluralize(word, pos=NOUN, custom={}):
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""" Returns the plural of a given word.
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For example: stad => steden.
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The custom dictionary is for user-defined replacements.
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"""
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if word in custom.keys():
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return custom[word]
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w = word.lower()
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if pos == NOUN:
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if w in plural_irregular_en: # dag => dagen
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return w + "en"
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if w in plural_irregular_een: # fee => feeën
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return w + "ën"
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if w in plural_irregular_eren: # blad => bladeren
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return w + "eren"
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if w in plural_irregular_deren: # been => beenderen
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return w + "deren"
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if w in plural_irregular:
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return plural_irregular[w]
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# Words ending in -icus get -ici: academicus => academici
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if w.endswith("icus"):
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return w[:-2] + "i"
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# Words ending in -s usually get -sen: les => lessen.
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if w.endswith(("es", "as", "nis", "ris", "vis")):
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return w + "sen"
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# Words ending in -s usually get -zen: huis => huizen.
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if w.endswith("s") and not w.endswith(("us", "ts", "mens")):
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return w[:-1] + "zen"
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# Words ending in -f usually get -ven: brief => brieven.
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if w.endswith("f"):
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return w[:-1] + "ven"
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# Words ending in -um get -ums: museum => museums.
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if w.endswith("um"):
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return w + "s"
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# Words ending in unstressed -ee or -ie get -ën: bacterie => bacteriën
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if w.endswith("ie"):
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return w + "s"
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if w.endswith(("ee", "ie")):
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return w[:-1] + "ën"
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# Words ending in -heid get -heden: mogelijkheid => mogelijkheden
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if w.endswith("heid"):
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return w[:-4] + "heden"
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# Words ending in -e -el -em -en -er -ie get -s: broer => broers.
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if w.endswith(("é", "e", "el", "em", "en", "er", "eu", "ie", "ue", "ui", "eau", "ah")):
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return w + "s"
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# Words ending in a vowel get 's: auto => auto's.
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if w.endswith(VOWELS) or w.endswith("y") and not w.endswith("e"):
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return w + "'s"
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# Words ending in -or always get -en: motor => motoren.
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if w.endswith("or"):
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return w + "en"
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# Words ending in -ij get -en: boerderij => boerderijen.
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if w.endswith("ij"):
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return w + "en"
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# Words ending in two consonants get -en: hand => handen.
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if len(w) > 1 and not is_vowel(w[-1]) and not is_vowel(w[-2]):
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return w + "en"
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# Words ending in one consonant with a short sound: fles => flessen.
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if len(w) > 2 and not is_vowel(w[-1]) and not is_vowel(w[-3]):
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return w + w[-1] + "en"
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# Words ending in one consonant with a long sound: raam => ramen.
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if len(w) > 2 and not is_vowel(w[-1]) and w[-2] == w[-3]:
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return w[:-2] + w[-1] + "en"
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return w + "en"
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return w
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#### SINGULARIZE ###################################################################################
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singular_irregular = dict((v, k) for k, v in plural_irregular.items())
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def singularize(word, pos=NOUN, custom={}):
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if word in custom.keys():
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return custom[word]
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w = word.lower()
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if pos == NOUN and w in singular_irregular:
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return singular_irregular[w]
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if pos == NOUN and w.endswith(("ën", "en", "s", "i")):
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# auto's => auto
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if w.endswith("'s"):
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return w[:-2]
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# broers => broer
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if w.endswith("s"):
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return w[:-1]
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# academici => academicus
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if w.endswith("ici"):
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return w[:-1] + "us"
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# feeën => fee
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if w.endswith("ën") and w[:-2] in plural_irregular_een:
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return w[:-2]
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# bacteriën => bacterie
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if w.endswith("ën"):
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return w[:-2] + "e"
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# mogelijkheden => mogelijkheid
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if w.endswith("heden"):
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return w[:-5] + "heid"
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# artikelen => artikel
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if w.endswith("elen") and not w.endswith("delen"):
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return w[:-2]
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# chinezen => chinees
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if w.endswith("ezen"):
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return w[:-4] + "ees"
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# neven => neef
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if w.endswith("even") and len(w) > 4 and not is_vowel(w[-5]):
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return w[:-4] + "eef"
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if w.endswith("en"):
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w = w[:-2]
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# ogen => oog
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if w in ("og", "om", "ur"):
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return w[:-1] + w[-2] + w[-1]
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# hoenderen => hoen
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if w.endswith("der") and w[:-3] in plural_irregular_deren:
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return w[:-3]
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# eieren => ei
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if w.endswith("er") and w[:-2] in plural_irregular_eren:
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return w[:-2]
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# dagen => dag (not daag)
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if w in plural_irregular_en:
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return w
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# huizen => huis
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if w.endswith("z"):
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return w[:-1] + "s"
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# brieven => brief
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if w.endswith("v"):
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return w[:-1] + "f"
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# motoren => motor
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if w.endswith("or"):
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return w
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# flessen => fles
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if len(w) > 1 and not is_vowel(w[-1]) and w[-1] == w[-2]:
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return w[:-1]
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# baarden => baard
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if len(w) > 1 and not is_vowel(w[-1]) and not is_vowel(w[-2]):
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return w
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# boerderijen => boerderij
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if w.endswith("ij"):
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return w
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# idealen => ideaal
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if w.endswith(("eal", "ean", "eol", "ial", "ian", "iat", "iol")):
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return w[:-1] + w[-2] + w[-1]
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# ramen => raam
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if len(w) > 2 and not is_vowel(w[-1]) and is_vowel(w[-2]) and not is_vowel(w[-3]):
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return w[:-1] + w[-2] + w[-1]
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return w
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return w
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#### VERB CONJUGATION ##############################################################################
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class Verbs(_Verbs):
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def __init__(self):
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_Verbs.__init__(self, os.path.join(MODULE, "nl-verbs.txt"),
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language = "nl",
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format = [0, 1, 2, 3, 7, 8, 17, 18, 19, 23, 25, 24, 16, 9, 10, 11, 15, 33, 26, 27, 28, 32],
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default = {
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1: 0, 2: 0, 3: 0, 7: 0, # present singular
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4: 7, 5: 7, 6: 7, # present plural
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17: 25, 18: 25, 19: 25, 23: 25, # past singular
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20: 23, 21: 23, 22: 23, # past plural
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9: 16, 10: 16, 11: 16, 15: 16, # present singular negated
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12: 15, 13: 15, 14: 15, # present plural negated
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26: 33, 27: 33, 28: 33, # past singular negated
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29: 32, 30: 32, 31: 32, 32: 33 # past plural negated
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})
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def load(self):
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_Verbs.load(self)
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self._inverse["was"] = "zijn" # Instead of "wassen".
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self._inverse["waren"] = "zijn"
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self._inverse["zagen"] = "zien"
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self._inverse["wist"] = "weten"
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self._inverse["zou"] = "zullen"
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def find_lemma(self, verb):
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""" Returns the base form of the given inflected verb, using a rule-based approach.
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This is problematic if a verb ending in -e is given in the past tense or gerund.
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"""
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v = verb.lower()
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# Common prefixes: op-bouwen and ver-bouwen inflect like bouwen.
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for prefix in ("aan", "be", "her", "in", "mee", "ont", "op", "over", "uit", "ver"):
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if v.startswith(prefix) and v[len(prefix):] in self.inflections:
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return prefix + self.inflections[v[len(prefix):]]
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# Present participle -end: hengelend, knippend.
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if v.endswith("end"):
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b = v[:-3]
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# Past singular -de or -te: hengelde, knipte.
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elif v.endswith(("de", "det", "te", "tet")):
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b = v[:-2]
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# Past plural -den or -ten: hengelden, knipten.
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elif v.endswith(("chten"),):
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b = v[:-2]
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elif v.endswith(("den", "ten")) and len(v) > 3 and is_vowel(v[-4]):
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b = v[:-2]
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elif v.endswith(("den", "ten")):
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b = v[:-3]
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# Past participle ge- and -d or -t: gehengeld, geknipt.
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elif v.endswith(("d", "t")) and v.startswith("ge"):
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b = v[2:-1]
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# Present 2nd or 3rd singular: wordt, denkt, snakt, wacht.
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elif v.endswith(("cht"),):
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b = v
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elif v.endswith(("dt", "bt", "gt", "kt", "mt", "pt", "wt", "xt", "aait", "ooit")):
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b = v[:-1]
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elif v.endswith("t") and len(v) > 2 and not is_vowel(v[-2]):
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b = v[:-1]
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elif v.endswith("en") and len(v) > 3:
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return v
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else:
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b = v
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# hengel => hengelen (and not hengellen)
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if len(b) > 2 and b.endswith(("el", "nder", "om", "tter")) and not is_vowel(b[-3]):
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pass
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# Long vowel followed by -f or -s: geef => geven.
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elif len(b) > 2 and not is_vowel(b[-1]) and is_vowel(b[-2]) and is_vowel(b[-3])\
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or b.endswith(("ijf", "erf"),):
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if b.endswith("f"):
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b = b[:-1] + "v"
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if b.endswith("s"):
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b = b[:-1] + "z"
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if b[-2] == b[-3]:
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b = b[:-2] + b[-1]
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# Short vowel followed by consonant: snak => snakken.
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elif len(b) > 1 and not is_vowel(b[-1]) and is_vowel(b[-2]) and not b.endswith(("er", "ig")):
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b = b + b[-1]
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b = b + "en"
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b = b.replace("vven", "ven") # omgevven => omgeven
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b = b.replace("zzen", "zen") # genezzen => genezen
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b = b.replace("aen", "aan") # doorgaen => doorgaan
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return b
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def find_lexeme(self, verb):
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""" For a regular verb (base form), returns the forms using a rule-based approach.
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"""
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v = verb.lower()
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# Stem = infinitive minus -en.
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b = b0 = re.sub("en$", "", v)
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# zweven => zweef, graven => graaf
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if b.endswith("v"):
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b = b[:-1] + "f"
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if b.endswith("z"):
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b = b[:-1] + "s"
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# Vowels with a long sound are doubled, we need to guess how it sounds:
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if len(b) > 2 and not is_vowel(b[-1]) and is_vowel(b[-2]) and not is_vowel(b[-3]):
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if not v.endswith(("elen", "deren", "keren", "nderen", "tteren")):
|
||
|
|
b = b[:-1] + b[-2] + b[-1]
|
||
|
|
# pakk => pak
|
||
|
|
if len(b) > 1 and not is_vowel(b[-1]) and b[-1] == b[-2]:
|
||
|
|
b = b[:-1]
|
||
|
|
# Present tense gets -t:
|
||
|
|
sg = not b.endswith("t") and b + "t" or b
|
||
|
|
# Past tense ending in a consonant in "xtc-koffieshop" gets -t, otherwise -d:
|
||
|
|
dt = b0 and b0[-1] in "xtckfshp" and "t" or (not b.endswith("d") and "d" or "")
|
||
|
|
# Past tense -e and handle common irregular inflections:
|
||
|
|
p = b + dt + "e"
|
||
|
|
for suffix, irregular in (("erfde", "ierf"), ("ijfde", "eef"), ("ingde", "ong"), ("inkte", "onk")):
|
||
|
|
if p.endswith(suffix):
|
||
|
|
p = p[:-len(suffix)] + irregular; break
|
||
|
|
# Past participle: ge-:
|
||
|
|
pp = re.sub("tt$", "t", "ge" + b + dt)
|
||
|
|
pp = pp.startswith(("geop", "gein", "geaf")) and pp[2:4] + "ge" + pp[4:] or pp # geopstart => opgestart
|
||
|
|
pp = pp.startswith(("gever", "gebe", "gege")) and pp[2:] or pp
|
||
|
|
return [v, b, sg, sg, v, b0 + "end", p, p, p, b + dt + "en", p, pp]
|
||
|
|
|
||
|
|
verbs = Verbs()
|
||
|
|
|
||
|
|
conjugate, lemma, lexeme, tenses = \
|
||
|
|
verbs.conjugate, verbs.lemma, verbs.lexeme, verbs.tenses
|
||
|
|
|
||
|
|
#### ATTRIBUTIVE & PREDICATIVE #####################################################################
|
||
|
|
|
||
|
|
adjective_attributive = {
|
||
|
|
"civiel": "civiele",
|
||
|
|
"complex": "complexe",
|
||
|
|
"enkel": "enkele",
|
||
|
|
"grof": "grove",
|
||
|
|
"half": "halve",
|
||
|
|
"luttel": "luttele",
|
||
|
|
"mobiel": "mobiele",
|
||
|
|
"parijs": "parijse",
|
||
|
|
"ruw": "ruwe",
|
||
|
|
"simpel": "simpele",
|
||
|
|
"stabiel": "stabiele",
|
||
|
|
"steriel": "steriele",
|
||
|
|
"subtiel": "subtiele",
|
||
|
|
"teer": "tere"
|
||
|
|
}
|
||
|
|
|
||
|
|
|
||
|
|
def attributive(adjective):
|
||
|
|
""" For a predicative adjective, returns the attributive form (lowercase).
|
||
|
|
In Dutch, the attributive is formed with -e: "fel" => "felle kritiek".
|
||
|
|
"""
|
||
|
|
w = adjective.lower()
|
||
|
|
if w in adjective_attributive:
|
||
|
|
return adjective_attributive[w]
|
||
|
|
if w.endswith("e"):
|
||
|
|
return w
|
||
|
|
if w.endswith(("er", "st")) and len(w) > 4:
|
||
|
|
return w + "e"
|
||
|
|
if w.endswith("ees"):
|
||
|
|
return w[:-2] + w[-1] + "e"
|
||
|
|
if w.endswith("el") and len(w) > 2 and not is_vowel(w[-3]):
|
||
|
|
return w + "e"
|
||
|
|
if w.endswith("ig"):
|
||
|
|
return w + "e"
|
||
|
|
if len(w) > 2 and (not is_vowel(w[-1]) and is_vowel(w[-2]) and is_vowel(w[-3]) or w[:-1].endswith("ij")):
|
||
|
|
if w.endswith("f"):
|
||
|
|
w = w[:-1] + "v"
|
||
|
|
if w.endswith("s"):
|
||
|
|
w = w[:-1] + "z"
|
||
|
|
if w[-2] == w[-3]:
|
||
|
|
w = w[:-2] + w[-1]
|
||
|
|
elif len(w) > 1 and is_vowel(w[-2]) and w.endswith(tuple("bdfgklmnprst")):
|
||
|
|
w = w + w[-1]
|
||
|
|
return w + "e"
|
||
|
|
|
||
|
|
adjective_predicative = dict((v, k) for k, v in adjective_attributive.items())
|
||
|
|
adjective_predicative.update({
|
||
|
|
"moe": "moe",
|
||
|
|
"taboe": "taboe",
|
||
|
|
"voldoende": "voldoende"
|
||
|
|
})
|
||
|
|
|
||
|
|
|
||
|
|
def predicative(adjective):
|
||
|
|
""" Returns the predicative adjective (lowercase).
|
||
|
|
In Dutch, the attributive form preceding a noun is common:
|
||
|
|
"rake opmerking" => "raak", "straffe uitspraak" => "straf", "dwaze blik" => "dwaas".
|
||
|
|
"""
|
||
|
|
w = adjective.lower()
|
||
|
|
if w in adjective_predicative:
|
||
|
|
return adjective_predicative[w]
|
||
|
|
if w.endswith("ste"):
|
||
|
|
return w[:-1]
|
||
|
|
if w.endswith("ere"):
|
||
|
|
return w[:-1]
|
||
|
|
if w.endswith("bele"):
|
||
|
|
return w[:-1]
|
||
|
|
if w.endswith("le") and len(w) > 2 and is_vowel(w[-3]) and not w.endswith(("eule", "oele")):
|
||
|
|
return w[:-2] + w[-3] + "l"
|
||
|
|
if w.endswith("ve") and len(w) > 2 and is_vowel(w[-3]) and not w.endswith(("euve", "oeve", "ieve")):
|
||
|
|
return w[:-2] + w[-3] + "f"
|
||
|
|
if w.endswith("ze") and len(w) > 2 and is_vowel(w[-3]) and not w.endswith(("euze", "oeze", "ieze")):
|
||
|
|
return w[:-2] + w[-3] + "s"
|
||
|
|
if w.endswith("ve"):
|
||
|
|
return w[:-2] + "f"
|
||
|
|
if w.endswith("ze"):
|
||
|
|
return w[:-2] + "s"
|
||
|
|
if w.endswith("e") and len(w) > 2:
|
||
|
|
if not is_vowel(w[-2]) and w[-2] == w[-3]:
|
||
|
|
return w[:-2]
|
||
|
|
if len(w) > 3 and not is_vowel(w[-2]) and is_vowel(w[-3]) and w[-3] != "i" and not is_vowel(w[-4]):
|
||
|
|
return w[:-2] + w[-3] + w[-2]
|
||
|
|
return w[:-1]
|
||
|
|
return w
|