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