# encoding: utf8 from __future__ import unicode_literals import os import re def _load_txt_data(*file_paths): for path in file_paths: with open(path) as f: for line in f.readlines(): if not line.strip().startswith("#"): yield line.strip() _MODULE_PATH = os.path.dirname(__file__) _ABBREVIATIONS_ORIG_PATH = _MODULE_PATH + "/data/tokenizer/abbreviations_orig-hu.txt" _ABBREVIATIONS_NYTUD_PATH = _MODULE_PATH + "/data/tokenizer/abbreviations_nytud-hu.txt" _STOPWORDS_PATH = _MODULE_PATH + "/data/stopwords.txt" STOP_WORDS = set(_load_txt_data(_STOPWORDS_PATH)) TOKENIZER_PREFIXES = map(re.escape, r''' , " ( [ { * < > $ £ „ “ ' `` ` # US$ C$ A$ ‘ .... ... ‚ » _ § '''.strip().split('\n')) TOKENIZER_SUFFIXES = r''' , \" \) \] \} \* \! \? % \$ > : ; ' ” “ « _ '' ’ ‘ ° € \.\. \.\.\. \.\.\.\. (?<=[a-züóőúéáűíAÜÓŐÚÉÁŰÍ)\]"'´«‘’%\)²“”])\. \-\- ´ (?<=[0-9])km² (?<=[0-9])m² (?<=[0-9])cm² (?<=[0-9])mm² (?<=[0-9])km³ (?<=[0-9])m³ (?<=[0-9])cm³ (?<=[0-9])mm³ (?<=[0-9])ha (?<=[0-9])km (?<=[0-9])m (?<=[0-9])cm (?<=[0-9])mm (?<=[0-9])µm (?<=[0-9])nm (?<=[0-9])yd (?<=[0-9])in (?<=[0-9])ft (?<=[0-9])kg (?<=[0-9])g (?<=[0-9])mg (?<=[0-9])µg (?<=[0-9])t (?<=[0-9])lb (?<=[0-9])oz (?<=[0-9])m/s (?<=[0-9])km/h (?<=[0-9])mph (?<=[0-9])°C (?<=[0-9])°K (?<=[0-9])°F (?<=[0-9])hPa (?<=[0-9])Pa (?<=[0-9])mbar (?<=[0-9])mb (?<=[0-9])T (?<=[0-9])G (?<=[0-9])M (?<=[0-9])K (?<=[0-9])kb '''.strip().split('\n') TOKENIZER_INFIXES = (r'''\.\.\.+ (?<=[a-z])\.(?=[A-Z]) (?<=[a-zA-Z])-(?=[a-zA-z]) ''' r'''(?<=[a-zA-Z])--(?=[a-zA-z]) (?<=[0-9])-(?=[0-9]) ''' r'''(?<=[A-Za-z]),(?=[A-Za-z])''').split() ABBREVIATIONS = {abbrev: [{"F": abbrev}] for abbrev in _load_txt_data(_ABBREVIATIONS_ORIG_PATH, _ABBREVIATIONS_NYTUD_PATH)} TOKENIZER_EXCEPTIONS = { "vs.": [{"F": "vs."}], "''": [{"F": "''"}], "—": [{"F": "—", "L": "--", "pos": "$,"}], ":)": [{"F": ":)"}], "<3": [{"F": "<3"}], ";)": [{"F": ";)"}], "(:": [{"F": "(:"}], ":(": [{"F": ":("}], "-_-": [{"F": "-_-"}], "=)": [{"F": "=)"}], ":/": [{"F": ":/"}], ":>": [{"F": ":>"}], ";-)": [{"F": ";-)"}], ":Y": [{"F": ":Y"}], ":P": [{"F": ":P"}], ":-P": [{"F": ":-P"}], ":3": [{"F": ":3"}], "=3": [{"F": "=3"}], "xD": [{"F": "xD"}], "^_^": [{"F": "^_^"}], "=]": [{"F": "=]"}], "=D": [{"F": "=D"}], "<333": [{"F": "<333"}], ":))": [{"F": ":))"}], ":0": [{"F": ":0"}], "-__-": [{"F": "-__-"}], "xDD": [{"F": "xDD"}], "o_o": [{"F": "o_o"}], "o_O": [{"F": "o_O"}], "V_V": [{"F": "V_V"}], "=[[": [{"F": "=[["}], "<33": [{"F": "<33"}], ";p": [{"F": ";p"}], ";D": [{"F": ";D"}], ";-p": [{"F": ";-p"}], ";(": [{"F": ";("}], ":p": [{"F": ":p"}], ":]": [{"F": ":]"}], ":O": [{"F": ":O"}], ":-/": [{"F": ":-/"}], ":-)": [{"F": ":-)"}], ":(((": [{"F": ":((("}], ":((": [{"F": ":(("}], ":')": [{"F": ":')"}], "(^_^)": [{"F": "(^_^)"}], "(=": [{"F": "(="}], "o.O": [{"F": "o.O"}], "\")": [{"F": "\")"}], "a.": [{"F": "a."}], "b.": [{"F": "b."}], "c.": [{"F": "c."}], "d.": [{"F": "d."}], "e.": [{"F": "e."}], "f.": [{"F": "f."}], "g.": [{"F": "g."}], "h.": [{"F": "h."}], "i.": [{"F": "i."}], "j.": [{"F": "j."}], "k.": [{"F": "k."}], "l.": [{"F": "l."}], "m.": [{"F": "m."}], "n.": [{"F": "n."}], "o.": [{"F": "o."}], "p.": [{"F": "p."}], "q.": [{"F": "q."}], "r.": [{"F": "r."}], "s.": [{"F": "s."}], "t.": [{"F": "t."}], "u.": [{"F": "u."}], "v.": [{"F": "v."}], "w.": [{"F": "w."}], "x.": [{"F": "x."}], "y.": [{"F": "y."}], "z.": [{"F": "z."}], } TOKENIZER_EXCEPTIONS.update(ABBREVIATIONS) TAG_MAP = { "$(": {"pos": "PUNCT", "PunctType": "Brck"}, "$,": {"pos": "PUNCT", "PunctType": "Comm"}, "$.": {"pos": "PUNCT", "PunctType": "Peri"}, "ADJA": {"pos": "ADJ"}, "ADJD": {"pos": "ADJ", "Variant": "Short"}, "ADV": {"pos": "ADV"}, "APPO": {"pos": "ADP", "AdpType": "Post"}, "APPR": {"pos": "ADP", "AdpType": "Prep"}, "APPRART": {"pos": "ADP", "AdpType": "Prep", "PronType": "Art"}, "APZR": {"pos": "ADP", "AdpType": "Circ"}, "ART": {"pos": "DET", "PronType": "Art"}, "CARD": {"pos": "NUM", "NumType": "Card"}, "FM": {"pos": "X", "Foreign": "Yes"}, "ITJ": {"pos": "INTJ"}, "KOKOM": {"pos": "CONJ", "ConjType": "Comp"}, "KON": {"pos": "CONJ"}, "KOUI": {"pos": "SCONJ"}, "KOUS": {"pos": "SCONJ"}, "NE": {"pos": "PROPN"}, "NNE": {"pos": "PROPN"}, "NN": {"pos": "NOUN"}, "PAV": {"pos": "ADV", "PronType": "Dem"}, "PROAV": {"pos": "ADV", "PronType": "Dem"}, "PDAT": {"pos": "DET", "PronType": "Dem"}, "PDS": {"pos": "PRON", "PronType": "Dem"}, "PIAT": {"pos": "DET", "PronType": "Ind,Neg,Tot"}, "PIDAT": {"pos": "DET", "AdjType": "Pdt", "PronType": "Ind,Neg,Tot"}, "PIS": {"pos": "PRON", "PronType": "Ind,Neg,Tot"}, "PPER": {"pos": "PRON", "PronType": "Prs"}, "PPOSAT": {"pos": "DET", "Poss": "Yes", "PronType": "Prs"}, "PPOSS": {"pos": "PRON", "Poss": "Yes", "PronType": "Prs"}, "PRELAT": {"pos": "DET", "PronType": "Rel"}, "PRELS": {"pos": "PRON", "PronType": "Rel"}, "PRF": {"pos": "PRON", "PronType": "Prs", "Reflex": "Yes"}, "PTKA": {"pos": "PART"}, "PTKANT": {"pos": "PART", "PartType": "Res"}, "PTKNEG": {"pos": "PART", "Negative": "Neg"}, "PTKVZ": {"pos": "PART", "PartType": "Vbp"}, "PTKZU": {"pos": "PART", "PartType": "Inf"}, "PWAT": {"pos": "DET", "PronType": "Int"}, "PWAV": {"pos": "ADV", "PronType": "Int"}, "PWS": {"pos": "PRON", "PronType": "Int"}, "TRUNC": {"pos": "X", "Hyph": "Yes"}, "VAFIN": {"pos": "AUX", "Mood": "Ind", "VerbForm": "Fin"}, "VAIMP": {"pos": "AUX", "Mood": "Imp", "VerbForm": "Fin"}, "VAINF": {"pos": "AUX", "VerbForm": "Inf"}, "VAPP": {"pos": "AUX", "Aspect": "Perf", "VerbForm": "Part"}, "VMFIN": {"pos": "VERB", "Mood": "Ind", "VerbForm": "Fin", "VerbType": "Mod"}, "VMINF": {"pos": "VERB", "VerbForm": "Inf", "VerbType": "Mod"}, "VMPP": {"pos": "VERB", "Aspect": "Perf", "VerbForm": "Part", "VerbType": "Mod"}, "VVFIN": {"pos": "VERB", "Mood": "Ind", "VerbForm": "Fin"}, "VVIMP": {"pos": "VERB", "Mood": "Imp", "VerbForm": "Fin"}, "VVINF": {"pos": "VERB", "VerbForm": "Inf"}, "VVIZU": {"pos": "VERB", "VerbForm": "Inf"}, "VVPP": {"pos": "VERB", "Aspect": "Perf", "VerbForm": "Part"}, "XY": {"pos": "X"}, "SP": {"pos": "SPACE"} }