# coding: utf8 from __future__ import unicode_literals import unicodedata import regex as re from .. import attrs _like_email = re.compile(r'([a-zA-Z0-9_.+-]+@[a-zA-Z0-9-]+\.[a-zA-Z0-9-.]+)').match _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('|')) def is_punct(text): for char in text: if not unicodedata.category(char).startswith('P'): return False return True def is_ascii(text): for char in text: if ord(char) >= 128: return False return True def like_num(text): # can be overwritten by lang with list of number words text = text.replace(',', '').replace('.', '') if text.isdigit(): return True if text.count('/') == 1: num, denom = text.split('/') if num.isdigit() and denom.isdigit(): return True return False def is_bracket(text): brackets = ('(',')','[',']','{','}','<','>') return text in brackets def is_quote(text): quotes = ('"',"'",'`','«','»','‘','’','‚','‛','“','”','„','‟','‹','›','❮','❯',"''",'``') return text in quotes def is_left_punct(text): left_punct = ('(','[','{','<','"',"'",'«','‘','‚','‛','“','„','‟','‹','❮','``') return text in left_punct def is_right_punct(text): right_punct = (')',']','}','>','"',"'",'»','’','”','›','❯',"''") return text in right_punct def like_email(text): return bool(_like_email(text)) def like_url(text): # 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 text.startswith('http://') or text.startswith('https://'): return True elif text.startswith('www.') and len(text) >= 5: return True if text[0] == '.' or text[-1] == '.': return False for i in range(len(text)): if text[i] == '.': break else: return False tld = text.rsplit('.', 1)[1].split(':', 1)[0] if tld.endswith('/'): return True if tld.isalpha() and tld in _tlds: return True return False def word_shape(text): if len(text) >= 100: return 'LONG' length = len(text) shape = [] last = '' shape_char = '' seq = 0 for char in text: if char.isalpha(): if char.isupper(): shape_char = 'X' else: shape_char = 'x' elif char.isdigit(): shape_char = 'd' else: shape_char = char if shape_char == last: seq += 1 else: seq = 0 last = shape_char if seq < 4: shape.append(shape_char) return ''.join(shape) LEX_ATTRS = { attrs.LOWER: lambda string: string.lower(), attrs.NORM: lambda string: string.lower(), attrs.PREFIX: lambda string: string[0], attrs.SUFFIX: lambda string: string[-3:], attrs.CLUSTER: lambda string: 0, attrs.IS_ALPHA: lambda string: string.isalpha(), attrs.IS_DIGIT: lambda string: string.isdigit(), attrs.IS_LOWER: lambda string: string.islower(), attrs.IS_SPACE: lambda string: string.isspace(), attrs.IS_TITLE: lambda string: string.istitle(), attrs.IS_UPPER: lambda string: string.isupper(), attrs.IS_STOP: lambda string: False, attrs.IS_OOV: lambda string: True, attrs.PROB: lambda string: -20., attrs.LIKE_EMAIL: like_email, attrs.LIKE_NUM: like_num, attrs.IS_PUNCT: is_punct, attrs.IS_ASCII: is_ascii, attrs.SHAPE: word_shape, attrs.IS_BRACKET:is_bracket, attrs.IS_QUOTE: is_quote, attrs.IS_LEFT_PUNCT: is_left_punct, attrs.IS_RIGHT_PUNCT: is_right_punct, attrs.LIKE_URL: like_url }