



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

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


_snake_case		=  logging.getLogger(__name__)



class   UpperCAmelCase_    (       a):







							def __init__(   self,			__a=-1):

														'''simple docstring'''

														_lowerCAmelCase     :							Optional[int]    =    label_idx







							def    snake_case__      (   self,			__a,			__a):

														'''simple docstring'''

														if isinstance(__a,			__a):
																					_lowerCAmelCase     :							Dict    =    mode.value
														_lowerCAmelCase     :							Optional[int]    =    os.path.join(__a,			f"{mode}.txt")
														_lowerCAmelCase     :							Optional[int]    =    1
														_lowerCAmelCase     :							str    =    []
														with open(__a,			encoding="utf-8") as f:
																					_lowerCAmelCase     :							Any    =    []
																					_lowerCAmelCase     :							int    =    []
																					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
																																										_lowerCAmelCase     :							List[Any]    =    []
																																										_lowerCAmelCase     :							Any    =    []
																												else:
																																			_lowerCAmelCase     :							int    =    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    snake_case__      (   self,			__a,			__a,			__a):

														'''simple docstring'''

														_lowerCAmelCase     :							Any    =    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]:
																												_lowerCAmelCase     :							int    =    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    snake_case__      (   self,			__a):

														'''simple docstring'''

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



class   UpperCAmelCase_    (       a):







							def __init__(   self):

														'''simple docstring'''

														super().__init__(label_idx=-2)







							def    snake_case__      (   self,			__a):

														'''simple docstring'''

														if path:
																					with open(__a,			"r") as f:
																												_lowerCAmelCase     :							Any    =    f.read().splitlines()
																					if "O" not in labels:
																												_lowerCAmelCase     :							Optional[Any]    =    ["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   UpperCAmelCase_    (       a):







							def    snake_case__      (   self,			__a,			__a):

														'''simple docstring'''

														if isinstance(__a,			__a):
																					_lowerCAmelCase     :							int    =    mode.value
														_lowerCAmelCase     :							List[str]    =    os.path.join(__a,			f"{mode}.txt")
														_lowerCAmelCase     :							Dict    =    1
														_lowerCAmelCase     :							Optional[int]    =    []

														with open(__a,			encoding="utf-8") as f:
																					for sentence in parse_incr(__a):
																												_lowerCAmelCase     :							List[str]    =    []
																												_lowerCAmelCase     :							Union[str, Any]    =    []
																												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    snake_case__      (   self,			__a,			__a,			__a):

														'''simple docstring'''

														_lowerCAmelCase     :							List[Any]    =    0
														for sentence in parse_incr(__a):
																					_lowerCAmelCase     :							List[Any]    =    preds_list[example_id]
																					_lowerCAmelCase     :							Union[str, Any]    =    ""
																					for token in sentence:
																												out += f"{token['form']} ({token['upos']}|{s_p.pop(0)}) "
																					out += "\n"
																					writer.write(__a)
																					example_id += 1







							def    snake_case__      (   self,			__a):

														'''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",
																					]


"""simple docstring"""




def lowercase_  (   _snake_case   ,_snake_case						):
							return 1 if input_a == input_a else 0

def lowercase_  (   ):
							assert xnor_gate(0   ,0						) == 1
							assert xnor_gate(0   ,1						) == 0
							assert xnor_gate(1   ,0						) == 0
							assert xnor_gate(1   ,1						) == 1


if __name__ == "__main__":
					print(xnor_gate(0, 0))
					print(xnor_gate(0, 1))
					print(xnor_gate(1, 0))
					print(xnor_gate(1, 1))




