spaCy/spacy/orth.pyx

# -*- coding: utf8 -*-
from __future__ import unicode_literals
import unicodedata
from unidecode import unidecode
import re

import math


TAGS = 'adj adp adv conj det noun num pdt pos pron prt punct verb'.upper().split()


# Binary string features
cpdef bint is_alpha(unicode string):
    return string.isalpha()


cpdef bint is_digit(unicode string):
    return string.isdigit()


cpdef bint is_punct(unicode string):
    for c in string:
        if not unicodedata.category(c).startswith('P'):
            return False
    else:
        return True


cpdef bint is_space(unicode string):
    return string.isspace()


cpdef bint is_ascii(unicode string):
    for c in string:
        if ord(c) >= 128:
            return False
    else:
        return True


cpdef bint is_title(unicode string):
    return string.istitle()


cpdef bint is_lower(unicode string):
    return string.islower()


cpdef bint is_upper(unicode string):
    return string.isupper()


TLDs = set("com|org|edu|gov|net|mil|aero|asia|biz|cat|coop|info|int|jobs|mobi|museum|"
        "name|pro|tel|travel|xxx|"
        "ac|ad|ae|af|ag|ai|al|am|an|ao|aq|ar|as|at|au|aw|ax|az|ba|bb|bd|be|bf|bg|"
        "bh|bi|bj|bm|bn|bo|br|bs|bt|bv|bw|by|bz|ca|cc|cd|cf|cg|ch|ci|ck|cl|cm|cn|"
        "co|cr|cs|cu|cv|cx|cy|cz|dd|de|dj|dk|dm|do|dz|ec|ee|eg|eh|er|es|et|eu|fi|"
        "fj|fk|fm|fo|fr|ga|gb|gd|ge|gf|gg|gh|gi|gl|gm|gn|gp|gq|gr|gs|gt|gu|gw|gy|"
        "hk|hm|hn|hr|ht|hu|id|ie|il|im|in|io|iq|ir|is|it|je|jm|jo|jp|ke|kg|kh|ki|"
        "km|kn|kp|kr|kw|ky|kz|la|lb|lc|li|lk|lr|ls|lt|lu|lv|ly|ma|mc|md|me|mg|mh|"
        "mk|ml|mm|mn|mo|mp|mq|mr|ms|mt|mu|mv|mw|mx|my|mz|na|nc|ne|nf|ng|ni|nl|no|np|"
        "nr|nu|nz|om|pa|pe|pf|pg|ph|pk|pl|pm|pn|pr|ps|pt|pw|py|qa|re|ro|rs|ru|rw|sa|"
        "sb|sc|sd|se|sg|sh|si|sj|sk|sl|sm|sn|so|sr|ss|st|su|sv|sy|sz|tc|td|tf|tg|th|"
        "tj|tk|tl|tm|tn|to|tp|tr|tt|tv|tw|tz|ua|ug|uk|us|uy|uz|va|vc|ve|vg|vi|vn|vu|"
        "wf|ws|ye|yt|za|zm|zw".split('|'))


cpdef bint like_url(unicode string):
    # We're looking for things that function in text like URLs. So, valid URL
    # or not, anything they say http:// is going to be good.
    if string.startswith('http://'):
        return True
    elif string.startswith('www.') and len(string) >= 5:
        return True
    # No dots? Not URLish enough
    if string[0] == '.' or string[-1] == '.':
        return False
    # This should be a call to "in", but PyPy lacks this function?
    cdef int i
    for i in range(len(string)):
        if string[i] == '.':
            break
    else:
        return False
    tld = string.rsplit('.', 1)[1].split(':', 1)[0]
    if tld.endswith('/'):
        return True

    if tld.isalpha() and tld in TLDs:
        return True
    return False


NUM_WORDS = set('zero one two three four five six seven eight nine ten'
                'eleven twelve thirteen fourteen fifteen sixteen seventeen'
                'eighteen nineteen twenty thirty forty fifty sixty seventy'
                'eighty ninety hundred thousand million billion trillion'
                'quadrillion gajillion bazillion'.split())
cpdef bint like_number(unicode string):
    string = string.replace(',', '')
    string = string.replace('.', '')
    if string.isdigit():
        return True
    if string.count('/') == 1:
        num, denom = string.split('/')
        if like_number(num) and like_number(denom):
            return True
    if string in NUM_WORDS:
        return True
    return False


cpdef unicode word_shape(unicode string):
    length = len(string)
    shape = []
    last = ""
    shape_char = ""
    seq = 0
    for c in string:
        if c.isalpha():
            if c.isupper():
                shape_char = "X"
            else:
                shape_char = "x"
        elif c.isdigit():
            shape_char = "d"
        else:
            shape_char = c
        if shape_char == last:
            seq += 1
        else:
            seq = 0
            last = shape_char
        if seq < 4:
            shape.append(shape_char)
    return ''.join(shape)


cpdef bytes asciied(unicode string):
    cdef str stripped = unidecode(string)
    if not stripped:
        return b'???'
    return stripped.encode('ascii')