mirror of https://github.com/explosion/spaCy.git
424 lines
18 KiB
Python
424 lines
18 KiB
Python
# -#- coding: utf-8 -*-
|
|
import json
|
|
|
|
contractions = {"n't", "'nt", "not", "'ve", "'d", "'ll", "'s", "'m", "'ma", "'re"}
|
|
|
|
# contains the lemmas, parts of speech, number, and tenspect of
|
|
# potential tokens generated after splitting contractions off
|
|
token_properties = {
|
|
|
|
"ai": {"L": "be", "pos": "VBP", "number": 2},
|
|
"are": {"L": "be", "pos": "VBP", "number": 2},
|
|
"ca": {"L": "can", "pos": "MD"},
|
|
"can": {"L": "can", "pos": "MD"},
|
|
"could": {"pos": "MD"}, # no lemma for could?
|
|
"'d": {"L": "would", "pos": "MD"},
|
|
"did": {"L": "do", "pos": "VBD"},
|
|
"do": {"L": "do"}, # no POS for do?
|
|
"does": {"L": "do", "pos": "VBZ"},
|
|
"had": {"L": "have", "pos": "VBD"},
|
|
"has": {}, # no POS or lemma for has?
|
|
"have": {"pos": "VB"}, # no lemma for have?
|
|
"he": {"L": "-PRON-"}, # no POS for he?
|
|
"how": {}, # no POS or lemma for how?
|
|
"i": {"L": "-PRON-"}, # no POS for i?
|
|
"is": {"L": "be", "pos": "VBZ"},
|
|
"it": {"L": "-PRON-"}, # no POS for it?
|
|
"let": {}, # no POS or lemma for let?
|
|
"'ll": {"L": "will", "pos": "MD"},
|
|
"'m": {"L": "be", "pos": "VBP", "number": 1, "tenspect": 1},
|
|
"'ma": {}, # no POS or lemma for ma?
|
|
"might": {}, # no POS or lemma for might?
|
|
"must": {}, # no POS or lemma for must?
|
|
"need": {}, # no POS or lemma for need?
|
|
"not": {"L": "not", "pos": "RB"},
|
|
"'nt": {"L": "not", "pos": "RB"},
|
|
"n't": {"L": "not", "pos": "RB"},
|
|
"'re": {}, # no POS or lemma for re?
|
|
"'s": {}, # no POS or lemma for s?
|
|
"sha": {}, # no POS or lemma for sha?
|
|
"she": {"L": "-PRON-"}, # no POS for she?
|
|
"should": {}, # no POS or lemma for should?
|
|
"that": {}, # no POS or lemma for that?
|
|
"there": {}, # no POS or lemma for there?
|
|
"they": {"L": "-PRON-"}, # no POS for they?
|
|
"was": {}, # no POS or lemma for was?
|
|
"we": {}, # no POS or lemma for we?
|
|
"were": {}, # no POS or lemma for were?
|
|
"what": {}, # no POS or lemma for what?
|
|
"when": {}, # no POS or lemma for when?
|
|
"where": {}, # no POS or lemma for where?
|
|
"who": {}, # no POS or lemma for who?
|
|
"why": {}, # no POS or lemma for why?
|
|
"wo": {}, # no POS or lemma for wo?
|
|
"would": {}, # no POS or lemma for would?
|
|
"you": {"L": "-PRON-"}, # no POS or lemma for you?
|
|
"'ve": {"L": "have", "pos": "VB"}
|
|
|
|
}
|
|
|
|
# contains starting tokens with their potential contractions
|
|
# each potential contraction has a list of exceptions
|
|
# lower - don't generate the lowercase version
|
|
# upper - don't generate the uppercase version
|
|
# contrLower - don't generate the lowercase version with apostrophe (') removed
|
|
# contrUpper - dont' generate the uppercase version with apostrophe (') removed
|
|
# for example, we don't want to create the word "hell" or "Hell" from "he" + "'ll" so
|
|
# we add "contrLower" and "contrUpper" to the exceptions list
|
|
starting_tokens = {
|
|
|
|
"ai": {"n't": []},
|
|
"are": {"n't": []},
|
|
"ca": {"n't": []},
|
|
"can": {"not": []},
|
|
"could": {"'ve": [], "n't": [], "n't've": []},
|
|
"did": {"n't": []},
|
|
"does": {"n't": []},
|
|
"do": {"n't": []},
|
|
"had": {"n't": [], "n't've": []},
|
|
"has": {"n't": []},
|
|
"have": {"n't": []},
|
|
"he": {"'d": [], "'d've": [], "'ll": ["contrLower", "contrUpper"], "'s": []},
|
|
"how": {"'d": [], "'ll": [], "'s": []},
|
|
"i": {"'d": ["contrLower", "contrUpper"], "'d've": [], "'ll": ["contrLower", "contrUpper"], "'m": [], "'ma": [], "'ve": []},
|
|
"is": {"n't": []},
|
|
"it": {"'d": [], "'d've": [], "'ll": [], "'s": ["contrLower", "contrUpper"]},
|
|
"let": {"'s": ["contrLower", "contrUpper"]},
|
|
"might": {"n't": [], "n't've": [], "'ve": []},
|
|
"must": {"n't": [], "'ve": []},
|
|
"need": {"n't": []},
|
|
"not": {"'ve": []},
|
|
"sha": {"n't": []},
|
|
"she": {"'d": ["contrLower", "contrUpper"], "'d've": [], "'ll": ["contrLower", "contrUpper"], "'s": []},
|
|
"should": {"'ve": [], "n't": [], "n't've": []},
|
|
"that": {"'s": []},
|
|
"there": {"'d": [], "'d've": [], "'s": ["contrLower", "contrUpper"]},
|
|
"they": {"'d": [], "'d've": [], "'ll": [], "'re": [], "'ve": []},
|
|
"was": {"n't": []},
|
|
"we": {"'d": ["contrLower", "contrUpper"], "'d've": [], "'ll": ["contrLower", "contrUpper"], "'re": ["contrLower", "contrUpper"], "'ve": []},
|
|
"were": {"n't": []},
|
|
"what": {"'ll": [], "'re": [], "'s": [], "'ve": []},
|
|
"when": {"'s": []},
|
|
"where": {"'d": [], "'s": [], "'ve": []},
|
|
"who": {"'d": [], "'ll": [], "'re": ["contrLower", "contrUpper"], "'s": [], "'ve": []},
|
|
"why": {"'ll": [], "'re": [], "'s": []},
|
|
"wo": {"n't": []},
|
|
"would": {"'ve": [], "n't": [], "n't've": []},
|
|
"you": {"'d": [], "'d've": [], "'ll": [], "'re": [], "'ve": []}
|
|
|
|
}
|
|
|
|
# other specials that don't really have contractions
|
|
# so they are hardcoded
|
|
hardcoded_specials = {
|
|
|
|
"'s": [{"F": "'s", "L": "'s"}],
|
|
|
|
"'S": [{"F": "'S", "L": "'s"}],
|
|
u"\u2018s": [{"F": u"\u2018s", "L": "'s"}],
|
|
u"\u2018S": [{"F": u"\u2018S", "L": "'s"}],
|
|
|
|
"'em": [{"F": "'em"}],
|
|
|
|
"'ol": [{"F": "'ol"}],
|
|
|
|
"vs.": [{"F": "vs."}],
|
|
|
|
"Ms.": [{"F": "Ms."}],
|
|
"Mr.": [{"F": "Mr."}],
|
|
"Dr.": [{"F": "Dr."}],
|
|
"Mrs.": [{"F": "Mrs."}],
|
|
"Messrs.": [{"F": "Messrs."}],
|
|
"Gov.": [{"F": "Gov."}],
|
|
"Gen.": [{"F": "Gen."}],
|
|
|
|
"Mt.": [{"F": "Mt.", "L": "Mount"}],
|
|
|
|
"''": [{"F": "''"}],
|
|
|
|
"—": [{"F": "—", "L": "--", "pos": ":"}],
|
|
|
|
"Corp.": [{"F": "Corp."}],
|
|
"Inc.": [{"F": "Inc."}],
|
|
"Co.": [{"F": "Co."}],
|
|
"co.": [{"F": "co."}],
|
|
"Ltd.": [{"F": "Ltd."}],
|
|
"Bros.": [{"F": "Bros."}],
|
|
|
|
"Rep.": [{"F": "Rep."}],
|
|
"Sen.": [{"F": "Sen."}],
|
|
"Jr.": [{"F": "Jr."}],
|
|
"Rev.": [{"F": "Rev."}],
|
|
"Adm.": [{"F": "Adm."}],
|
|
"St.": [{"F": "St."}],
|
|
|
|
"a.m.": [{"F": "a.m."}],
|
|
"p.m.": [{"F": "p.m."}],
|
|
|
|
"1a.m.": [{"F": "1"}, {"F": "a.m."}],
|
|
"2a.m.": [{"F": "2"}, {"F": "a.m."}],
|
|
"3a.m.": [{"F": "3"}, {"F": "a.m."}],
|
|
"4a.m.": [{"F": "4"}, {"F": "a.m."}],
|
|
"5a.m.": [{"F": "5"}, {"F": "a.m."}],
|
|
"6a.m.": [{"F": "6"}, {"F": "a.m."}],
|
|
"7a.m.": [{"F": "7"}, {"F": "a.m."}],
|
|
"8a.m.": [{"F": "8"}, {"F": "a.m."}],
|
|
"9a.m.": [{"F": "9"}, {"F": "a.m."}],
|
|
"10a.m.": [{"F": "10"}, {"F": "a.m."}],
|
|
"11a.m.": [{"F": "11"}, {"F": "a.m."}],
|
|
"12a.m.": [{"F": "12"}, {"F": "a.m."}],
|
|
"1am": [{"F": "1"}, {"F": "am", "L": "a.m."}],
|
|
"2am": [{"F": "2"}, {"F": "am", "L": "a.m."}],
|
|
"3am": [{"F": "3"}, {"F": "am", "L": "a.m."}],
|
|
"4am": [{"F": "4"}, {"F": "am", "L": "a.m."}],
|
|
"5am": [{"F": "5"}, {"F": "am", "L": "a.m."}],
|
|
"6am": [{"F": "6"}, {"F": "am", "L": "a.m."}],
|
|
"7am": [{"F": "7"}, {"F": "am", "L": "a.m."}],
|
|
"8am": [{"F": "8"}, {"F": "am", "L": "a.m."}],
|
|
"9am": [{"F": "9"}, {"F": "am", "L": "a.m."}],
|
|
"10am": [{"F": "10"}, {"F": "am", "L": "a.m."}],
|
|
"11am": [{"F": "11"}, {"F": "am", "L": "a.m."}],
|
|
"12am": [{"F": "12"}, {"F": "am", "L": "a.m."}],
|
|
|
|
|
|
"p.m.": [{"F": "p.m."}],
|
|
"1p.m.": [{"F": "1"}, {"F": "p.m."}],
|
|
"2p.m.": [{"F": "2"}, {"F": "p.m."}],
|
|
"3p.m.": [{"F": "3"}, {"F": "p.m."}],
|
|
"4p.m.": [{"F": "4"}, {"F": "p.m."}],
|
|
"5p.m.": [{"F": "5"}, {"F": "p.m."}],
|
|
"6p.m.": [{"F": "6"}, {"F": "p.m."}],
|
|
"7p.m.": [{"F": "7"}, {"F": "p.m."}],
|
|
"8p.m.": [{"F": "8"}, {"F": "p.m."}],
|
|
"9p.m.": [{"F": "9"}, {"F": "p.m."}],
|
|
"10p.m.": [{"F": "10"}, {"F": "p.m."}],
|
|
"11p.m.": [{"F": "11"}, {"F": "p.m."}],
|
|
"12p.m.": [{"F": "12"}, {"F": "p.m."}],
|
|
"1pm": [{"F": "1"}, {"F": "pm", "L": "p.m."}],
|
|
"2pm": [{"F": "2"}, {"F": "pm", "L": "p.m."}],
|
|
"3pm": [{"F": "3"}, {"F": "pm", "L": "p.m."}],
|
|
"4pm": [{"F": "4"}, {"F": "pm", "L": "p.m."}],
|
|
"5pm": [{"F": "5"}, {"F": "pm", "L": "p.m."}],
|
|
"6pm": [{"F": "6"}, {"F": "pm", "L": "p.m."}],
|
|
"7pm": [{"F": "7"}, {"F": "pm", "L": "p.m."}],
|
|
"8pm": [{"F": "8"}, {"F": "pm", "L": "p.m."}],
|
|
"9pm": [{"F": "9"}, {"F": "pm", "L": "p.m."}],
|
|
"10pm": [{"F": "10"}, {"F": "pm", "L": "p.m."}],
|
|
"11pm": [{"F": "11"}, {"F": "pm", "L": "p.m."}],
|
|
"12pm": [{"F": "12"}, {"F": "pm", "L": "p.m."}],
|
|
|
|
"Jan.": [{"F": "Jan."}],
|
|
"Feb.": [{"F": "Feb."}],
|
|
"Mar.": [{"F": "Mar."}],
|
|
"Apr.": [{"F": "Apr."}],
|
|
"May.": [{"F": "May."}],
|
|
"Jun.": [{"F": "Jun."}],
|
|
"Jul.": [{"F": "Jul."}],
|
|
"Aug.": [{"F": "Aug."}],
|
|
"Sep.": [{"F": "Sep."}],
|
|
"Sept.": [{"F": "Sept."}],
|
|
"Oct.": [{"F": "Oct."}],
|
|
"Nov.": [{"F": "Nov."}],
|
|
"Dec.": [{"F": "Dec."}],
|
|
|
|
"Ala.": [{"F": "Ala."}],
|
|
"Ariz.": [{"F": "Ariz."}],
|
|
"Ark.": [{"F": "Ark."}],
|
|
"Calif.": [{"F": "Calif."}],
|
|
"Colo.": [{"F": "Colo."}],
|
|
"Conn.": [{"F": "Conn."}],
|
|
"Del.": [{"F": "Del."}],
|
|
"D.C.": [{"F": "D.C."}],
|
|
"Fla.": [{"F": "Fla."}],
|
|
"Ga.": [{"F": "Ga."}],
|
|
"Ill.": [{"F": "Ill."}],
|
|
"Ind.": [{"F": "Ind."}],
|
|
"Kans.": [{"F": "Kans."}],
|
|
"Kan.": [{"F": "Kan."}],
|
|
"Ky.": [{"F": "Ky."}],
|
|
"La.": [{"F": "La."}],
|
|
"Md.": [{"F": "Md."}],
|
|
"Mass.": [{"F": "Mass."}],
|
|
"Mich.": [{"F": "Mich."}],
|
|
"Minn.": [{"F": "Minn."}],
|
|
"Miss.": [{"F": "Miss."}],
|
|
"Mo.": [{"F": "Mo."}],
|
|
"Mont.": [{"F": "Mont."}],
|
|
"Nebr.": [{"F": "Nebr."}],
|
|
"Neb.": [{"F": "Neb."}],
|
|
"Nev.": [{"F": "Nev."}],
|
|
"N.H.": [{"F": "N.H."}],
|
|
"N.J.": [{"F": "N.J."}],
|
|
"N.M.": [{"F": "N.M."}],
|
|
"N.Y.": [{"F": "N.Y."}],
|
|
"N.C.": [{"F": "N.C."}],
|
|
"N.D.": [{"F": "N.D."}],
|
|
"Okla.": [{"F": "Okla."}],
|
|
"Ore.": [{"F": "Ore."}],
|
|
"Pa.": [{"F": "Pa."}],
|
|
"Tenn.": [{"F": "Tenn."}],
|
|
"Va.": [{"F": "Va."}],
|
|
"Wash.": [{"F": "Wash."}],
|
|
"Wis.": [{"F": "Wis."}],
|
|
|
|
":)": [{"F": ":)"}],
|
|
"<3": [{"F": "<3"}],
|
|
";)": [{"F": ";)"}],
|
|
"(:": [{"F": "(:"}],
|
|
":(": [{"F": ":("}],
|
|
"-_-": [{"F": "-_-"}],
|
|
"=)": [{"F": "=)"}],
|
|
":/": [{"F": ":/"}],
|
|
":>": [{"F": ":>"}],
|
|
";-)": [{"F": ";-)"}],
|
|
":Y": [{"F": ":Y"}],
|
|
":P": [{"F": ":P"}],
|
|
":-P": [{"F": ":-P"}],
|
|
":3": [{"F": ":3"}],
|
|
"=3": [{"F": "=3"}],
|
|
"xD": [{"F": "xD"}],
|
|
"^_^": [{"F": "^_^"}],
|
|
"=]": [{"F": "=]"}],
|
|
"=D": [{"F": "=D"}],
|
|
"<333": [{"F": "<333"}],
|
|
":))": [{"F": ":))"}],
|
|
":0": [{"F": ":0"}],
|
|
"-__-": [{"F": "-__-"}],
|
|
"xDD": [{"F": "xDD"}],
|
|
"o_o": [{"F": "o_o"}],
|
|
"o_O": [{"F": "o_O"}],
|
|
"V_V": [{"F": "V_V"}],
|
|
"=[[": [{"F": "=[["}],
|
|
"<33": [{"F": "<33"}],
|
|
";p": [{"F": ";p"}],
|
|
";D": [{"F": ";D"}],
|
|
";-p": [{"F": ";-p"}],
|
|
";(": [{"F": ";("}],
|
|
":p": [{"F": ":p"}],
|
|
":]": [{"F": ":]"}],
|
|
":O": [{"F": ":O"}],
|
|
":-/": [{"F": ":-/"}],
|
|
":-)": [{"F": ":-)"}],
|
|
":(((": [{"F": ":((("}],
|
|
":((": [{"F": ":(("}],
|
|
":')": [{"F": ":')"}],
|
|
"(^_^)": [{"F": "(^_^)"}],
|
|
"(=": [{"F": "(="}],
|
|
"o.O": [{"F": "o.O"}],
|
|
"\")": [{"F": "\")"}],
|
|
"a.": [{"F": "a."}],
|
|
"b.": [{"F": "b."}],
|
|
"c.": [{"F": "c."}],
|
|
"d.": [{"F": "d."}],
|
|
"e.": [{"F": "e."}],
|
|
"f.": [{"F": "f."}],
|
|
"g.": [{"F": "g."}],
|
|
"h.": [{"F": "h."}],
|
|
"i.": [{"F": "i."}],
|
|
"j.": [{"F": "j."}],
|
|
"k.": [{"F": "k."}],
|
|
"l.": [{"F": "l."}],
|
|
"m.": [{"F": "m."}],
|
|
"n.": [{"F": "n."}],
|
|
"o.": [{"F": "o."}],
|
|
"p.": [{"F": "p."}],
|
|
"q.": [{"F": "q."}],
|
|
"r.": [{"F": "r."}],
|
|
"s.": [{"F": "s."}],
|
|
"t.": [{"F": "t."}],
|
|
"u.": [{"F": "u."}],
|
|
"v.": [{"F": "v."}],
|
|
"w.": [{"F": "w."}],
|
|
"x.": [{"F": "x."}],
|
|
"y.": [{"F": "y."}],
|
|
"z.": [{"F": "z."}],
|
|
|
|
"i.e.": [{"F": "i.e."}],
|
|
"I.e.": [{"F": "I.e."}],
|
|
"I.E.": [{"F": "I.E."}],
|
|
"e.g.": [{"F": "e.g."}],
|
|
"E.g.": [{"F": "E.g."}],
|
|
"E.G.": [{"F": "E.G."}],
|
|
"\n": [{"F": "\n", "pos": "SP"}],
|
|
"\t": [{"F": "\t", "pos": "SP"}],
|
|
" ": [{"F": " ", "pos": "SP"}],
|
|
u"\xa0": [{"F": u"\xa0", "pos": "SP", "L": " "}]
|
|
|
|
}
|
|
|
|
def get_double_contractions(ending):
|
|
endings = []
|
|
|
|
ends_with_contraction = any([ending.endswith(contraction) for contraction in contractions])
|
|
|
|
while ends_with_contraction:
|
|
for contraction in contractions:
|
|
if ending.endswith(contraction):
|
|
endings.append(contraction)
|
|
ending = ending.rstrip(contraction)
|
|
ends_with_contraction = any([ending.endswith(contraction) for contraction in contractions])
|
|
|
|
endings.reverse() # reverse because the last ending is put in the list first
|
|
return endings
|
|
|
|
def get_token_properties(token, capitalize=False, remove_contractions=False):
|
|
props = dict(token_properties.get(token)) # ensure we copy the dict so we can add the "F" prop
|
|
if capitalize:
|
|
token = token.capitalize()
|
|
if remove_contractions:
|
|
token = token.replace("'", "")
|
|
|
|
props["F"] = token
|
|
return props
|
|
|
|
def create_entry(token, endings, capitalize=False, remove_contractions=False):
|
|
|
|
properties = []
|
|
properties.append(get_token_properties(token, capitalize=capitalize, remove_contractions=remove_contractions))
|
|
for e in endings:
|
|
properties.append(get_token_properties(e, remove_contractions=remove_contractions))
|
|
return properties
|
|
|
|
def generate_specials():
|
|
|
|
specials = {}
|
|
|
|
for token in starting_tokens:
|
|
possible_endings = starting_tokens[token]
|
|
for ending in possible_endings:
|
|
|
|
endings = []
|
|
if ending.count("'") > 1:
|
|
endings.extend(get_double_contractions(ending))
|
|
else:
|
|
endings.append(ending)
|
|
|
|
exceptions = possible_endings[ending]
|
|
|
|
if "lower" not in exceptions:
|
|
special = token + ending
|
|
specials[special] = create_entry(token, endings)
|
|
|
|
if "upper" not in exceptions:
|
|
special = token.capitalize() + ending
|
|
specials[special] = create_entry(token, endings, capitalize=True)
|
|
|
|
if "contrLower" not in exceptions:
|
|
special = token + ending.replace("'", "")
|
|
specials[special] = create_entry(token, endings, remove_contractions=True)
|
|
|
|
if "contrUpper" not in exceptions:
|
|
special = token.capitalize() + ending.replace("'", "")
|
|
specials[special] = create_entry(token, endings, capitalize=True, remove_contractions=True)
|
|
|
|
# add in hardcoded specials
|
|
specials = dict(specials, **hardcoded_specials)
|
|
|
|
return specials
|
|
|
|
if __name__ == "__main__":
|
|
specials = generate_specials()
|
|
with open("specials.json", "w") as file_:
|
|
file_.write(json.dumps(specials, indent=2))
|
|
|