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

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


_lowerCamelCase	:    Union[str, Any]          =      logging.getLogger(__name__)




class        SCREAMING_SNAKE_CASE__					(     lowercase__ ):





	'''simple docstring'''



	def __init__(  self     :   int      ,  lowercase     :   List[Any]=-1     ):


				'''simple docstring'''


				_snake_case          =      label_idx



	def 			A							(  self     :   List[Any]      ,  lowercase     :   str      ,  lowercase     :   Union[Split, str]     ):


				'''simple docstring'''


				if isinstance(_a      ,  _a     ):
							_snake_case          =      mode.value
				_snake_case          =      os.path.join(_a      ,  f'''{mode}.txt'''     )
				_snake_case          =      1
				_snake_case          =      []
				with open(_a      ,  encoding='utf-8'     ) as f:
							_snake_case          =      []
							_snake_case          =      []
							for line in f:
										if line.startswith('-DOCSTART-'     ) or line == "" or line == "\n":
													if words:
																examples.append(InputExample(guid=f'''{mode}-{guid_index}'''      ,  words=_a      ,  labels=_a     )     )
																guid_index += 1
																_snake_case          =      []
																_snake_case          =      []
										else:
													_snake_case          =      line.split(' '     )
													words.append(splits[0]     )
													if len(_a     ) > 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=_a      ,  labels=_a     )     )
				return examples



	def 			A							(  self     :   Optional[Any]      ,  lowercase     :   TextIO      ,  lowercase     :   TextIO      ,  lowercase     :   List     ):


				'''simple docstring'''


				_snake_case          =      0
				for line in test_input_reader:
							if line.startswith('-DOCSTART-'     ) or line == "" or line == "\n":
										writer.write(_a     )
										if not preds_list[example_id]:
													example_id += 1
							elif preds_list[example_id]:
										_snake_case          =      line.split()[0] + ' ' + preds_list[example_id].pop(0     ) + '\n'
										writer.write(_a     )
							else:
										logger.warning('Maximum sequence length exceeded: No prediction for \'%s\'.'      ,  line.split()[0]     )





	def 			A							(  self     :   Any      ,  lowercase     :   str     ):


				'''simple docstring'''


				if path:
							with open(_a      ,  'r'     ) as f:
										_snake_case          =      f.read().splitlines()
							if "O" not in labels:
										_snake_case          =      ['O'] + labels
							return labels
				else:
							return ["O", "B-MISC", "I-MISC", "B-PER", "I-PER", "B-ORG", "I-ORG", "B-LOC", "I-LOC"]




class        SCREAMING_SNAKE_CASE__					(     lowercase__ ):





	'''simple docstring'''



	def __init__(  self     :   str     ):


				'''simple docstring'''


				super().__init__(label_idx=-2     )





	def 			A							(  self     :   str      ,  lowercase     :   str     ):


				'''simple docstring'''


				if path:
							with open(_a      ,  'r'     ) as f:
										_snake_case          =      f.read().splitlines()
							if "O" not in labels:
										_snake_case          =      ['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        SCREAMING_SNAKE_CASE__					(     lowercase__ ):





	'''simple docstring'''



	def 			A							(  self     :   Any      ,  lowercase     :   List[Any]      ,  lowercase     :   Union[Split, str]     ):


				'''simple docstring'''


				if isinstance(_a      ,  _a     ):
							_snake_case          =      mode.value
				_snake_case          =      os.path.join(_a      ,  f'''{mode}.txt'''     )
				_snake_case          =      1
				_snake_case          =      []

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



	def 			A							(  self     :   Tuple      ,  lowercase     :   TextIO      ,  lowercase     :   TextIO      ,  lowercase     :   List     ):


				'''simple docstring'''


				_snake_case          =      0
				for sentence in parse_incr(_a     ):
							_snake_case          =      preds_list[example_id]
							_snake_case          =      ''
							for token in sentence:
										out += f'''{token['form']} ({token['upos']}|{s_p.pop(0     )}) '''
							out += "\n"
							writer.write(_a     )
							example_id += 1





	def 			A							(  self     :   Optional[Any]      ,  lowercase     :   str     ):


				'''simple docstring'''


				if path:
							with open(_a      ,  '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",
							]

import baseaa






def 	a_		(	__lowercase       :     str			)			->  bytes:
			return baseaa.aaaencode(string.encode('utf-8'			)			)






def 	a_		(	__lowercase       :     bytes			)			->  str:
			return baseaa.aaadecode(__lowercase			).decode('utf-8'			)


if __name__ == "__main__":
			import doctest

			doctest.testmod()