




"""simple docstring"""

import logging
import os
from typing import List, TextIO, Union

from conllu import parse_incr
from utils_ner import InputExample, Split, TokenClassificationTask


a							      =     logging.getLogger(__name__)





class 							lowercase_			(	__lowerCAmelCase				):



 '''simple docstring'''

 def __init__(					self			:			Optional[Any]       ,				_UpperCAmelCase			:			Tuple=-1						):
       # in NER datasets, the last column is usually reserved for NER label
       _A     =  label_idx

 def      lowerCAmelCase_				(					self			:			List[str]       ,				_UpperCAmelCase			:			str       ,				_UpperCAmelCase			:			Union[Split, str]						):
       if isinstance(_UpperCAmelCase       ,				_UpperCAmelCase						):
             _A     =  mode.value
       _A     =  os.path.join(_UpperCAmelCase       ,				F'''{mode}.txt'''						)
       _A     =  1
       _A     =  []
       with open(_UpperCAmelCase       ,				encoding='utf-8'						) as f:
             _A     =  []
             _A     =  []
             for line in f:
                   if line.startswith('-DOCSTART-'						) or line == "" or line == "\n":
                         if words:
                               examples.append(InputExample(guid=F'''{mode}-{guid_index}'''       ,				words=_UpperCAmelCase       ,				labels=_UpperCAmelCase						)						)
                               guid_index += 1
                               _A     =  []
                               _A     =  []
                   else:
                         _A     =  line.split(' '						)
                         words.append(splits[0]						)
                         if len(_UpperCAmelCase						) > 1:
                               labels.append(splits[self.label_idx].replace('\n'       ,				''						)						)
                         else:
                               # Examples could have no label for mode = "test"
                               labels.append('O'						)
             if words:
                   examples.append(InputExample(guid=F'''{mode}-{guid_index}'''       ,				words=_UpperCAmelCase       ,				labels=_UpperCAmelCase						)						)
       return examples

 def      lowerCAmelCase_				(					self			:			Optional[int]       ,				_UpperCAmelCase			:			TextIO       ,				_UpperCAmelCase			:			TextIO       ,				_UpperCAmelCase			:			List						):
       _A     =  0
       for line in test_input_reader:
             if line.startswith('-DOCSTART-'						) or line == "" or line == "\n":
                   writer.write(_UpperCAmelCase						)
                   if not preds_list[example_id]:
                         example_id += 1
             elif preds_list[example_id]:
                   _A     =  line.split()[0] + ' ' + preds_list[example_id].pop(0						) + '\n'
                   writer.write(_UpperCAmelCase						)
             else:
                   logger.warning('Maximum sequence length exceeded: No prediction for \'%s\'.'       ,				line.split()[0]						)



 def      lowerCAmelCase_				(					self			:			Optional[Any]       ,				_UpperCAmelCase			:			str						):
       if path:
             with open(_UpperCAmelCase       ,				'r'						) as f:
                   _A     =  f.read().splitlines()
             if "O" not in labels:
                   _A     =  ['O'] + labels
             return labels
       else:
             return ["O", "B-MISC", "I-MISC", "B-PER", "I-PER", "B-ORG", "I-ORG", "B-LOC", "I-LOC"]





class 							lowercase_			(	__lowerCAmelCase				):



 '''simple docstring'''

 def __init__(					self			:			Tuple						):
       # in CONLL2003 dataset chunk column is second-to-last
       super().__init__(label_idx=-2						)



 def      lowerCAmelCase_				(					self			:			Optional[int]       ,				_UpperCAmelCase			:			str						):
       if path:
             with open(_UpperCAmelCase       ,				'r'						) as f:
                   _A     =  f.read().splitlines()
             if "O" not in labels:
                   _A     =  ['O'] + labels
             return labels
       else:
             return [
                 "O",
                 "B-ADVP",
                 "B-INTJ",
                 "B-LST",
                 "B-PRT",
                 "B-NP",
                 "B-SBAR",
                 "B-VP",
                 "B-ADJP",
                 "B-CONJP",
                 "B-PP",
                 "I-ADVP",
                 "I-INTJ",
                 "I-LST",
                 "I-PRT",
                 "I-NP",
                 "I-SBAR",
                 "I-VP",
                 "I-ADJP",
                 "I-CONJP",
                 "I-PP",
             ]





class 							lowercase_			(	__lowerCAmelCase				):



 '''simple docstring'''

 def      lowerCAmelCase_				(					self			:			Optional[int]       ,				_UpperCAmelCase			:			Optional[Any]       ,				_UpperCAmelCase			:			Union[Split, str]						):
       if isinstance(_UpperCAmelCase       ,				_UpperCAmelCase						):
             _A     =  mode.value
       _A     =  os.path.join(_UpperCAmelCase       ,				F'''{mode}.txt'''						)
       _A     =  1
       _A     =  []

       with open(_UpperCAmelCase       ,				encoding='utf-8'						) as f:
             for sentence in parse_incr(_UpperCAmelCase						):
                   _A     =  []
                   _A     =  []
                   for token in sentence:
                         words.append(token['form']						)
                         labels.append(token['upos']						)
                   assert len(_UpperCAmelCase						) == len(_UpperCAmelCase						)
                   if words:
                         examples.append(InputExample(guid=F'''{mode}-{guid_index}'''       ,				words=_UpperCAmelCase       ,				labels=_UpperCAmelCase						)						)
                         guid_index += 1
       return examples

 def      lowerCAmelCase_				(					self			:			str       ,				_UpperCAmelCase			:			TextIO       ,				_UpperCAmelCase			:			TextIO       ,				_UpperCAmelCase			:			List						):
       _A     =  0
       for sentence in parse_incr(_UpperCAmelCase						):
             _A     =  preds_list[example_id]
             _A     =  ''
             for token in sentence:
                   out += F'''{token["form"]} ({token["upos"]}|{s_p.pop(0						)}) '''
             out += "\n"
             writer.write(_UpperCAmelCase						)
             example_id += 1



 def      lowerCAmelCase_				(					self			:			List[Any]       ,				_UpperCAmelCase			:			str						):
       if path:
             with open(_UpperCAmelCase       ,				'r'						) as f:
                   return f.read().splitlines()
       else:
             return [
                 "ADJ",
                 "ADP",
                 "ADV",
                 "AUX",
                 "CCONJ",
                 "DET",
                 "INTJ",
                 "NOUN",
                 "NUM",
                 "PART",
                 "PRON",
                 "PROPN",
                 "PUNCT",
                 "SCONJ",
                 "SYM",
                 "VERB",
                 "X",
             ]







"""simple docstring"""

import argparse


a							      =     '''docs/source/_static/js/custom.js'''






def 		_snake_case	(   _snake_case				:   Dict				)       ->   Any:






      '''simple docstring'''


      with open(_snake_case							,    encoding='utf-8'							,    newline='\n'				) as f:
            _A     =  f.readlines()
      _A     =  0

      # First let's put the right version
      while not lines[index].startswith('const stableVersion ='				):
            index += 1
      _A     =  F'''const stableVersion = "v{version}"\n'''

      # Then update the dictionary
      while not lines[index].startswith('const versionMapping = {'				):
            index += 1

      # We go until the end
      while not lines[index].startswith('}'				):
            index += 1
      # We add the new version at the end
      lines[index - 1] += F'''    "v{version}": "v{version}",\n'''

      with open(_snake_case							,    'w'							,    encoding='utf-8'							,    newline='\n'				) as f:
            f.writelines(_snake_case				)


if __name__ == "__main__":
       a							      =     argparse.ArgumentParser()
       parser.add_argument('''--version''', help='''Release version.''')
       a							      =     parser.parse_args()
       update_custom_js(args.version)

