From e666f14d2080491b55804feae7609783d707225c Mon Sep 17 00:00:00 2001 From: ines Date: Tue, 9 May 2017 00:41:53 +0200 Subject: [PATCH] Add global lex_attrs --- spacy/lang/lex_attrs.py | 134 ++++++++++++++++++++++++++++++++++++++++ 1 file changed, 134 insertions(+) create mode 100644 spacy/lang/lex_attrs.py diff --git a/spacy/lang/lex_attrs.py b/spacy/lang/lex_attrs.py new file mode 100644 index 000000000..df50623fd --- /dev/null +++ b/spacy/lang/lex_attrs.py @@ -0,0 +1,134 @@ +# coding: utf8 +from __future__ import unicode_literals + +import unicodedata +import regex as re + + +_like_email = re.compile(r'([a-zA-Z0-9_.+-]+@[a-zA-Z0-9-]+\.[a-zA-Z0-9-.]+)').match + + +def is_alpha(text): + return text.isalpha() + + +def is_digit(text): + return text.isdigit() + + +def is_punct(text): + for char in text: + if not unicodedata.category(char).startswith('P'): + return False + return True + + +def is_space(text): + return text.isspace() + + +def is_ascii(text): + for char in text: + if ord(char) >= 128: + return False + return True + + +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 is_title(text): + return text.istitle() + + +def is_lower(text): + return text.islower() + + +def is_upper(text): + return text.isupper() + + +def like_email(text): + return _like_email(text) + + +def like_url(text): + 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('|')) + # 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 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 + + +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)