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Running
on
Zero
import collections | |
import re | |
from enum import Enum | |
import six | |
_DEF_PUNCS = ';:,.!?¡¿—…"«»“”' | |
_PUNC_IDX = collections.namedtuple("_punc_index", ["punc", "position"]) | |
class PuncPosition(Enum): | |
"""Enum for the punctuations positions""" | |
BEGIN = 0 | |
END = 1 | |
MIDDLE = 2 | |
ALONE = 3 | |
class Punctuation: | |
"""Handle punctuations in text. | |
Just strip punctuations from text or strip and restore them later. | |
Args: | |
puncs (str): The punctuations to be processed. Defaults to `_DEF_PUNCS`. | |
Example: | |
>>> punc = Punctuation() | |
>>> punc.strip("This is. example !") | |
'This is example' | |
>>> text_striped, punc_map = punc.strip_to_restore("This is. example !") | |
>>> ' '.join(text_striped) | |
'This is example' | |
>>> text_restored = punc.restore(text_striped, punc_map) | |
>>> text_restored[0] | |
'This is. example !' | |
""" | |
def __init__(self, puncs: str = _DEF_PUNCS): | |
self.puncs = puncs | |
def default_puncs(): | |
"""Return default set of punctuations.""" | |
return _DEF_PUNCS | |
def puncs(self): | |
return self._puncs | |
def puncs(self, value): | |
if not isinstance(value, six.string_types): | |
raise ValueError("[!] Punctuations must be of type str.") | |
self._puncs = "".join(list(dict.fromkeys(list(value)))) # remove duplicates without changing the oreder | |
self.puncs_regular_exp = re.compile(rf"(\s*[{re.escape(self._puncs)}]+\s*)+") | |
def strip(self, text): | |
"""Remove all the punctuations by replacing with `space`. | |
Args: | |
text (str): The text to be processed. | |
Example:: | |
"This is. example !" -> "This is example " | |
""" | |
return re.sub(self.puncs_regular_exp, " ", text).rstrip().lstrip() | |
def strip_to_restore(self, text): | |
"""Remove punctuations from text to restore them later. | |
Args: | |
text (str): The text to be processed. | |
Examples :: | |
"This is. example !" -> [["This is", "example"], [".", "!"]] | |
""" | |
text, puncs = self._strip_to_restore(text) | |
return text, puncs | |
def _strip_to_restore(self, text): | |
"""Auxiliary method for Punctuation.preserve()""" | |
matches = list(re.finditer(self.puncs_regular_exp, text)) | |
if not matches: | |
return [text], [] | |
# the text is only punctuations | |
if len(matches) == 1 and matches[0].group() == text: | |
return [], [_PUNC_IDX(text, PuncPosition.ALONE)] | |
# build a punctuation map to be used later to restore punctuations | |
puncs = [] | |
for match in matches: | |
position = PuncPosition.MIDDLE | |
if match == matches[0] and text.startswith(match.group()): | |
position = PuncPosition.BEGIN | |
elif match == matches[-1] and text.endswith(match.group()): | |
position = PuncPosition.END | |
puncs.append(_PUNC_IDX(match.group(), position)) | |
# convert str text to a List[str], each item is separated by a punctuation | |
splitted_text = [] | |
for idx, punc in enumerate(puncs): | |
split = text.split(punc.punc) | |
prefix, suffix = split[0], punc.punc.join(split[1:]) | |
splitted_text.append(prefix) | |
# if the text does not end with a punctuation, add it to the last item | |
if idx == len(puncs) - 1 and len(suffix) > 0: | |
splitted_text.append(suffix) | |
text = suffix | |
while splitted_text[0] == '': | |
splitted_text = splitted_text[1:] | |
return splitted_text, puncs | |
def restore(cls, text, puncs): | |
"""Restore punctuation in a text. | |
Args: | |
text (str): The text to be processed. | |
puncs (List[str]): The list of punctuations map to be used for restoring. | |
Examples :: | |
['This is', 'example'], ['.', '!'] -> "This is. example!" | |
""" | |
return cls._restore(text, puncs, 0) | |
def _restore(cls, text, puncs, num): # pylint: disable=too-many-return-statements | |
"""Auxiliary method for Punctuation.restore()""" | |
if not puncs: | |
return text | |
# nothing have been phonemized, returns the puncs alone | |
if not text: | |
return ["".join(m.punc for m in puncs)] | |
current = puncs[0] | |
if current.position == PuncPosition.BEGIN: | |
return cls._restore([current.punc + text[0]] + text[1:], puncs[1:], num) | |
if current.position == PuncPosition.END: | |
return [text[0] + current.punc] + cls._restore(text[1:], puncs[1:], num + 1) | |
if current.position == PuncPosition.ALONE: | |
return [current.mark] + cls._restore(text, puncs[1:], num + 1) | |
# POSITION == MIDDLE | |
if len(text) == 1: # pragma: nocover | |
# a corner case where the final part of an intermediate | |
# mark (I) has not been phonemized | |
return cls._restore([text[0] + current.punc], puncs[1:], num) | |
return cls._restore([text[0] + current.punc + text[1]] + text[2:], puncs[1:], num) | |
# if __name__ == "__main__": | |
# punc = Punctuation() | |
# text = "This is. This is, example!" | |
# print(punc.strip(text)) | |
# split_text, puncs = punc.strip_to_restore(text) | |
# print(split_text, " ---- ", puncs) | |
# restored_text = punc.restore(split_text, puncs) | |
# print(restored_text) |