abydos.stemmer._uealite.uealite()

Complexity

Conditions

40

Size

Total Lines	388
Code Lines	313

Duplication

Lines	0
Ratio	0 %

Code Coverage

Tests	86
CRAP Score	40

Importance

Changes

0

# -*- coding: utf-8 -*-
def uealite(
    word, max_word_length=20, max_acro_length=8, return_rule_no=False, var=None

Wrong hanging indentation before block (add 4 spaces).

):
    """Return UEA-Lite stem.

    The UEA-Lite stemmer is discussed in :cite:`Jenkins:2005`.

    This is chiefly based on the Java implementation of the algorithm, with
    variants based on the Perl implementation and Jason Adams' Ruby port.

    Java version: :cite:`Churchill:2005`
    Perl version: :cite:`Jenkins:2005`
    Ruby version: :cite:`Adams:2017`

    :param str word: the word to calculate the stem of
    :param int max_word_length: the maximum word length allowed
    :param int max_acro_length: the maximum acryonym length allowed
    :param bool return_rule_no: if True, returns the stem along with rule
        number
    :param str var: variant to use (set to 'Adams' to use Jason Adams' rules,
        or 'Perl' to use the original Perl set of rules)
    :returns: word stem
    :rtype: str or (str, int)

    >>> uealite('readings')
    'read'
    >>> uealite('insulted')
    'insult'
    >>> uealite('cussed')
    'cuss'
    >>> uealite('fancies')
    'fancy'
    >>> uealite('eroded')
    'erode'
    """
    problem_words = {'is', 'as', 'this', 'has', 'was', 'during'}

    # rule table format:
    # top-level dictionary: length-of-suffix: dict-of-rules
    # dict-of-rules: suffix: (rule_no, suffix_length_to_delete,
    #                         suffix_to_append)
    rule_table = {
        7: {
            'titudes': (30, 1, None),
            'fulness': (34, 4, None),
            'ousness': (35, 4, None),
            'eadings': (40.7, 4, None),
            'oadings': (40.6, 4, None),
            'ealings': (42.4, 4, None),
            'ailings': (42.2, 4, None),
        },
        6: {
            'aceous': (1, 6, None),
            'aining': (24, 3, None),
            'acting': (25, 3, None),
            'ttings': (26, 5, None),
            'viding': (27, 3, 'e'),
            'ssings': (37, 4, None),
            'ulting': (38, 3, None),
            'eading': (40.7, 3, None),
            'oading': (40.6, 3, None),
            'edings': (40.5, 4, None),
            'ddings': (40.4, 5, None),
            'ldings': (40.3, 4, None),
            'rdings': (40.2, 4, None),
            'ndings': (40.1, 4, None),
            'llings': (41, 5, None),
            'ealing': (42.4, 3, None),
            'olings': (42.3, 4, None),
            'ailing': (42.2, 3, None),
            'elings': (42.1, 4, None),
            'mmings': (44.3, 5, None),
            'ngings': (45.2, 4, None),
            'ggings': (45.1, 5, None),
            'stings': (47, 4, None),
            'etings': (48.4, 4, None),
            'ntings': (48.2, 4, None),
            'irings': (54.4, 4, 'e'),
            'urings': (54.3, 4, 'e'),
            'ncings': (54.2, 4, 'e'),
            'things': (58.1, 1, None),
        },
        5: {
            'iases': (11.4, 2, None),
            'ained': (13.6, 2, None),
            'erned': (13.5, 2, None),
            'ifted': (14, 2, None),
            'ected': (15, 2, None),
            'vided': (16, 1, None),
            'erred': (19, 3, None),
            'urred': (20.5, 3, None),
            'lored': (20.4, 2, None),
            'eared': (20.3, 2, None),
            'tored': (20.2, 1, None),
            'noted': (22.4, 1, None),
            'leted': (22.3, 1, None),
            'anges': (23, 1, None),
            'tting': (26, 4, None),
            'ulted': (32, 2, None),
            'uming': (33, 3, 'e'),
            'rabed': (36.1, 1, None),
            'rebed': (36.1, 1, None),
            'ribed': (36.1, 1, None),
            'robed': (36.1, 1, None),
            'rubed': (36.1, 1, None),
            'ssing': (37, 3, None),
            'vings': (39, 4, 'e'),
            'eding': (40.5, 3, None),
            'dding': (40.4, 4, None),
            'lding': (40.3, 3, None),
            'rding': (40.2, 3, None),
            'nding': (40.1, 3, None),
            'dings': (40, 4, 'e'),
            'lling': (41, 4, None),
            'oling': (42.3, 3, None),
            'eling': (42.1, 3, None),
            'lings': (42, 4, 'e'),
            'mming': (44.3, 4, None),
            'rming': (44.2, 3, None),
            'lming': (44.1, 3, None),
            'mings': (44, 4, 'e'),
            'nging': (45.2, 3, None),
            'gging': (45.1, 4, None),
            'gings': (45, 4, 'e'),
            'aning': (46.6, 3, None),
            'ening': (46.5, 3, None),
            'gning': (46.4, 3, None),
            'nning': (46.3, 4, None),
            'oning': (46.2, 3, None),
            'rning': (46.1, 3, None),
            'sting': (47, 3, None),
            'eting': (48.4, 3, None),
            'pting': (48.3, 3, None),
            'nting': (48.2, 3, None),
            'cting': (48.1, 3, None),
            'tings': (48, 4, 'e'),
            'iring': (54.4, 3, 'e'),
            'uring': (54.3, 3, 'e'),
            'ncing': (54.2, 3, 'e'),
            'sings': (54, 4, 'e'),
            # 'lling': (55, 3, None),  # masked by 41
            'ating': (57, 3, 'e'),
            'thing': (58.1, 0, None),
        },
        4: {
            'eeds': (7, 1, None),
            'uses': (11.3, 1, None),
            'sses': (11.2, 2, None),
            'eses': (11.1, 2, 'is'),
            'tled': (12.5, 1, None),
            'pled': (12.4, 1, None),
            'bled': (12.3, 1, None),
            'eled': (12.2, 2, None),
            'lled': (12.1, 2, None),
            'ened': (13.7, 2, None),
            'rned': (13.4, 2, None),
            'nned': (13.3, 3, None),
            'oned': (13.2, 2, None),
            'gned': (13.1, 2, None),
            'ered': (20.1, 2, None),
            'reds': (20, 2, None),
            'tted': (21, 3, None),
            'uted': (22.2, 1, None),
            'ated': (22.1, 1, None),
            'ssed': (28, 2, None),
            'umed': (31, 1, None),
            'beds': (36, 3, None),
            'ving': (39, 3, 'e'),
            'ding': (40, 3, 'e'),
            'ling': (42, 3, 'e'),
            'nged': (43.2, 1, None),
            'gged': (43.1, 3, None),
            'ming': (44, 3, 'e'),
            'ging': (45, 3, 'e'),
            'ning': (46, 3, 'e'),
            'ting': (48, 3, 'e'),
            # 'ssed': (49, 2, None),  # masked by 28
            # 'lled': (53, 2, None),  # masked by 12.1
            'zing': (54.1, 3, 'e'),
            'sing': (54, 3, 'e'),
            'lves': (60.1, 3, 'f'),
            'aped': (61.3, 1, None),
            'uded': (61.2, 1, None),
            'oded': (61.1, 1, None),
            # 'ated': (61, 1, None),  # masked by 22.1
            'ones': (63.6, 1, None),
            'izes': (63.5, 1, None),
            'ures': (63.4, 1, None),
            'ines': (63.3, 1, None),
            'ides': (63.2, 1, None),
        },
        3: {
            'ces': (2, 1, None),
            'sis': (4, 0, None),
            'tis': (5, 0, None),
            'eed': (7, 0, None),
            'ued': (8, 1, None),
            'ues': (9, 1, None),
            'ees': (10, 1, None),
            'ses': (11, 1, None),
            'led': (12, 2, None),
            'ned': (13, 1, None),
            'ved': (17, 1, None),
            'ced': (18, 1, None),
            'red': (20, 1, None),
            'ted': (22, 2, None),
            'sed': (29, 1, None),
            'bed': (36, 2, None),
            'ged': (43, 1, None),
            'les': (50, 1, None),
            'tes': (51, 1, None),
            'zed': (52, 1, None),
            'ied': (56, 3, 'y'),
            'ies': (59, 3, 'y'),
            'ves': (60, 1, None),
            'pes': (63.8, 1, None),
            'mes': (63.7, 1, None),
            'ges': (63.1, 1, None),
            'ous': (65, 0, None),
            'ums': (66, 0, None),
        },
        2: {
            'cs': (3, 0, None),
            'ss': (6, 0, None),
            'es': (63, 2, None),
            'is': (64, 2, 'e'),
            'us': (67, 0, None),
        },
    }

    if var == 'Perl':
        perl_deletions = {
            7: ['eadings', 'oadings', 'ealings', 'ailings'],
            6: [
                'ttings',
                'ssings',
                'edings',
                'ddings',
                'ldings',
                'rdings',
                'ndings',
                'llings',
                'olings',
                'elings',
                'mmings',
                'ngings',
                'ggings',
                'stings',
                'etings',
                'ntings',
                'irings',
                'urings',
                'ncings',
                'things',
            ],
            5: ['vings', 'dings', 'lings', 'mings', 'gings', 'tings', 'sings'],
            4: ['eeds', 'reds', 'beds'],
        }

        # Delete the above rules from rule_table
        for del_len in perl_deletions:
            for term in perl_deletions[del_len]:
                del rule_table[del_len][term]

    elif var == 'Adams':
        adams_additions = {
            6: {'chited': (22.8, 1, None)},
            5: {
                'dying': (58.2, 4, 'ie'),
                'tying': (58.2, 4, 'ie'),
                'vited': (22.6, 1, None),
                'mited': (22.5, 1, None),
                'vided': (22.9, 1, None),
                'mided': (22.10, 1, None),
                'lying': (58.2, 4, 'ie'),
                'arred': (19.1, 3, None),
            },
            4: {
                'ited': (22.7, 2, None),
                'oked': (31.1, 1, None),
                'aked': (31.1, 1, None),
                'iked': (31.1, 1, None),
                'uked': (31.1, 1, None),
                'amed': (31, 1, None),
                'imed': (31, 1, None),
                'does': (31.2, 2, None),
            },
            3: {
                'oed': (31.3, 1, None),
                'oes': (31.2, 1, None),
                'kes': (63.1, 1, None),
                'des': (63.10, 1, None),
                'res': (63.9, 1, None),
            },
        }

        # Add the above additional rules to rule_table
        for del_len in adams_additions:
            rule_table[del_len] = dict(
                rule_table[del_len], **adams_additions[del_len]
            )
        # Add additional problem word
        problem_words.add('menses')

    def _stem_with_duplicate_character_check(word, del_len):
        if word[-1] == 's':
            del_len += 1
        stemmed_word = word[:-del_len]
        if re_match(r'.*(\w)\1$', stemmed_word):
            stemmed_word = stemmed_word[:-1]
        return stemmed_word

    def _stem(word):

Too many return statements (16/6)

        stemmed_word = word
        rule_no = 0

        if not word:
            return word, 0
        if word in problem_words:
            return word, 90
        if max_word_length and len(word) > max_word_length:
            return word, 95

        if "'" in word:
            if word[-2:] in {"'s", "'S"}:
                stemmed_word = word[:-2]
            if word[-1:] == "'":
                stemmed_word = word[:-1]
            stemmed_word = stemmed_word.replace("n't", 'not')
            stemmed_word = stemmed_word.replace("'ve", 'have')
            stemmed_word = stemmed_word.replace("'re", 'are')
            stemmed_word = stemmed_word.replace("'m", 'am')
            return stemmed_word, 94

        if word.isdigit():
            return word, 90.3
        else:
            hyphen = word.find('-')
            if len(word) > hyphen > 0:
                if word[:hyphen].isalpha() and word[hyphen + 1 :].isalpha():

Unnecessary "else" after "return"

                    return word, 90.2
                else:
                    return word, 90.1
            elif '_' in word:
                return word, 90
            elif word[-1] == 's' and word[:-1].isupper():
                if var == 'Adams' and len(word) - 1 > max_acro_length:
                    return word, 96
                return word[:-1], 91.1
            elif word.isupper():
                if var == 'Adams' and len(word) > max_acro_length:
                    return word, 96
                return word, 91
            elif re_match(r'^.*[A-Z].*[A-Z].*$', word):
                return word, 92
            elif word[0].isupper():
                return word, 93
            elif var == 'Adams' and re_match(r'^[a-z](|[rl])(ing|ed)$', word):
                return word, 97

        for n in range(7, 1, -1):

The name n does not conform to the variable naming conventions ((([a-z][a-z0-9_]{2,30})|(_[a-z0-9_]*))$).

            if word[-n:] in rule_table[n]:
                rule_no, del_len, add_str = rule_table[n][word[-n:]]
                if del_len:
                    stemmed_word = word[:-del_len]
                else:
                    stemmed_word = word
                if add_str:
                    stemmed_word += add_str
                break

        if not rule_no:
            if re_match(r'.*\w\wings?$', word):  # rule 58
                stemmed_word = _stem_with_duplicate_character_check(word, 3)
                rule_no = 58
            elif re_match(r'.*\w\weds?$', word):  # rule 62
                stemmed_word = _stem_with_duplicate_character_check(word, 2)
                rule_no = 62
            elif word[-1] == 's':  # rule 68
                stemmed_word = word[:-1]
                rule_no = 68

        return stemmed_word, rule_no

    stem, rule_no = _stem(word)
    if return_rule_no:
        return stem, rule_no
    return stem