spaCy/lang_data/en/generate_specials.py

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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"}],
"'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": "''"}],
"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."}],
2015-09-22 13:29:47 +03:00
"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"}]
}
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 f:
json.dump(specials, f)