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- from .bases import _StandardStemmer
- from whoosh.compat import u
- class PortugueseStemmer(_StandardStemmer):
- """
- The Portuguese Snowball stemmer.
- :cvar __vowels: The Portuguese vowels.
- :type __vowels: unicode
- :cvar __step1_suffixes: Suffixes to be deleted in step 1 of the algorithm.
- :type __step1_suffixes: tuple
- :cvar __step2_suffixes: Suffixes to be deleted in step 2 of the algorithm.
- :type __step2_suffixes: tuple
- :cvar __step4_suffixes: Suffixes to be deleted in step 4 of the algorithm.
- :type __step4_suffixes: tuple
- :note: A detailed description of the Portuguese
- stemming algorithm can be found under
- http://snowball.tartarus.org/algorithms/portuguese/stemmer.html
- """
- __vowels = u("aeiou\xE1\xE9\xED\xF3\xFA\xE2\xEA\xF4")
- __step1_suffixes = ('amentos', 'imentos', 'uciones', 'amento',
- 'imento', 'adoras', 'adores', u('a\xE7o~es'),
- u('log\xEDas'), u('\xEAncias'), 'amente',
- 'idades', 'ismos', 'istas', 'adora',
- u('a\xE7a~o'), 'antes', u('\xE2ncia'),
- u('log\xEDa'), u('uci\xF3n'), u('\xEAncia'),
- 'mente', 'idade', 'ezas', 'icos', 'icas',
- 'ismo', u('\xE1vel'), u('\xEDvel'), 'ista',
- 'osos', 'osas', 'ador', 'ante', 'ivas',
- 'ivos', 'iras', 'eza', 'ico', 'ica',
- 'oso', 'osa', 'iva', 'ivo', 'ira')
- __step2_suffixes = (u('ar\xEDamos'), u('er\xEDamos'), u('ir\xEDamos'),
- u('\xE1ssemos'), u('\xEAssemos'), u('\xEDssemos'),
- u('ar\xEDeis'), u('er\xEDeis'), u('ir\xEDeis'),
- u('\xE1sseis'), u('\xE9sseis'), u('\xEDsseis'),
- u('\xE1ramos'), u('\xE9ramos'), u('\xEDramos'),
- u('\xE1vamos'), 'aremos', 'eremos', 'iremos',
- 'ariam', 'eriam', 'iriam', 'assem', 'essem',
- 'issem', 'ara~o', 'era~o', 'ira~o', 'arias',
- 'erias', 'irias', 'ardes', 'erdes', 'irdes',
- 'asses', 'esses', 'isses', 'astes', 'estes',
- 'istes', u('\xE1reis'), 'areis', u('\xE9reis'),
- 'ereis', u('\xEDreis'), 'ireis', u('\xE1veis'),
- u('\xEDamos'), 'armos', 'ermos', 'irmos',
- 'aria', 'eria', 'iria', 'asse', 'esse',
- 'isse', 'aste', 'este', 'iste', 'arei',
- 'erei', 'irei', 'aram', 'eram', 'iram',
- 'avam', 'arem', 'erem', 'irem',
- 'ando', 'endo', 'indo', 'adas', 'idas',
- u('ar\xE1s'), 'aras', u('er\xE1s'), 'eras',
- u('ir\xE1s'), 'avas', 'ares', 'eres', 'ires',
- u('\xEDeis'), 'ados', 'idos', u('\xE1mos'),
- 'amos', 'emos', 'imos', 'iras', 'ada', 'ida',
- u('ar\xE1'), 'ara', u('er\xE1'), 'era',
- u('ir\xE1'), 'ava', 'iam', 'ado', 'ido',
- 'ias', 'ais', 'eis', 'ira', 'ia', 'ei', 'am',
- 'em', 'ar', 'er', 'ir', 'as',
- 'es', 'is', 'eu', 'iu', 'ou')
- __step4_suffixes = ("os", "a", "i", "o", u("\xE1"),
- u("\xED"), u("\xF3"))
- def stem(self, word):
- """
- Stem a Portuguese word and return the stemmed form.
- :param word: The word that is stemmed.
- :type word: str or unicode
- :return: The stemmed form.
- :rtype: unicode
- """
- word = word.lower()
- step1_success = False
- step2_success = False
- word = (word.replace(u("\xE3"), "a~")
- .replace(u("\xF5"), "o~"))
- r1, r2 = self._r1r2_standard(word, self.__vowels)
- rv = self._rv_standard(word, self.__vowels)
- # STEP 1: Standard suffix removal
- for suffix in self.__step1_suffixes:
- if word.endswith(suffix):
- if suffix == "amente" and r1.endswith(suffix):
- step1_success = True
- word = word[:-6]
- r2 = r2[:-6]
- rv = rv[:-6]
- if r2.endswith("iv"):
- word = word[:-2]
- r2 = r2[:-2]
- rv = rv[:-2]
- if r2.endswith("at"):
- word = word[:-2]
- rv = rv[:-2]
- elif r2.endswith(("os", "ic", "ad")):
- word = word[:-2]
- rv = rv[:-2]
- elif (suffix in ("ira", "iras") and rv.endswith(suffix) and
- word[-len(suffix) - 1:-len(suffix)] == "e"):
- step1_success = True
- word = "".join((word[:-len(suffix)], "ir"))
- rv = "".join((rv[:-len(suffix)], "ir"))
- elif r2.endswith(suffix):
- step1_success = True
- if suffix in (u("log\xEDa"), u("log\xEDas")):
- word = word[:-2]
- rv = rv[:-2]
- elif suffix in (u("uci\xF3n"), "uciones"):
- word = "".join((word[:-len(suffix)], "u"))
- rv = "".join((rv[:-len(suffix)], "u"))
- elif suffix in (u("\xEAncia"), u("\xEAncias")):
- word = "".join((word[:-len(suffix)], "ente"))
- rv = "".join((rv[:-len(suffix)], "ente"))
- elif suffix == "mente":
- word = word[:-5]
- r2 = r2[:-5]
- rv = rv[:-5]
- if r2.endswith(("ante", "avel", u("\xEDvel"))):
- word = word[:-4]
- rv = rv[:-4]
- elif suffix in ("idade", "idades"):
- word = word[:-len(suffix)]
- r2 = r2[:-len(suffix)]
- rv = rv[:-len(suffix)]
- if r2.endswith(("ic", "iv")):
- word = word[:-2]
- rv = rv[:-2]
- elif r2.endswith("abil"):
- word = word[:-4]
- rv = rv[:-4]
- elif suffix in ("iva", "ivo", "ivas", "ivos"):
- word = word[:-len(suffix)]
- r2 = r2[:-len(suffix)]
- rv = rv[:-len(suffix)]
- if r2.endswith("at"):
- word = word[:-2]
- rv = rv[:-2]
- else:
- word = word[:-len(suffix)]
- rv = rv[:-len(suffix)]
- break
- # STEP 2: Verb suffixes
- if not step1_success:
- for suffix in self.__step2_suffixes:
- if rv.endswith(suffix):
- step2_success = True
- word = word[:-len(suffix)]
- rv = rv[:-len(suffix)]
- break
- # STEP 3
- if step1_success or step2_success:
- if rv.endswith("i") and word[-2] == "c":
- word = word[:-1]
- rv = rv[:-1]
- ### STEP 4: Residual suffix
- if not step1_success and not step2_success:
- for suffix in self.__step4_suffixes:
- if rv.endswith(suffix):
- word = word[:-len(suffix)]
- rv = rv[:-len(suffix)]
- break
- # STEP 5
- if rv.endswith(("e", u("\xE9"), u("\xEA"))):
- word = word[:-1]
- rv = rv[:-1]
- if ((word.endswith("gu") and rv.endswith("u")) or
- (word.endswith("ci") and rv.endswith("i"))):
- word = word[:-1]
- elif word.endswith(u("\xE7")):
- word = "".join((word[:-1], "c"))
- word = word.replace("a~", u("\xE3")).replace("o~", u("\xF5"))
- return word
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