






"""simple docstring"""



import os

from ...utils import logging
from .utils import DataProcessor, InputExample


A_     =				logging.get_logger(__name__)






class 				__SCREAMING_SNAKE_CASE    (					UpperCamelCase		):


							def __init__(      self   :    Any      ,     snake_case   :    Union[str, Any]      ,     snake_case   :    Tuple=None				):
													'''simple docstring'''





													A__    :	Optional[Any]			=	language
													A__    :	Optional[int]			=	train_language


							def     _UpperCamelCase							(      self   :    int      ,     snake_case   :    Union[str, Any]				):
													'''simple docstring'''





													A__    :	Union[str, Any]			=	self.language if self.train_language is None else self.train_language
													A__    :	Union[str, Any]			=	self._read_tsv(os.path.join(snake_case      ,     F'XNLI-MT-1.0/multinli/multinli.train.{lg}.tsv'				)				)
													A__    :	List[str]			=	[]
													for i, line in enumerate(snake_case				):
																			if i == 0:
																									continue
																			A__    :	int			=	F'train-{i}'
																			A__    :	str			=	line[0]
																			A__    :	str			=	line[1]
																			A__    :	List[Any]			=	"""contradiction""" if line[2] == """contradictory""" else line[2]
																			if not isinstance(snake_case      ,     snake_case				):
																									raise ValueError(F'Training input {text_a} is not a string'				)
																			if not isinstance(snake_case      ,     snake_case				):
																									raise ValueError(F'Training input {text_b} is not a string'				)
																			if not isinstance(snake_case      ,     snake_case				):
																									raise ValueError(F'Training label {label} is not a string'				)
																			examples.append(InputExample(guid=snake_case      ,     text_a=snake_case      ,     text_b=snake_case      ,     label=snake_case				)				)
													return examples


							def     _UpperCamelCase							(      self   :    List[str]      ,     snake_case   :    List[Any]				):
													'''simple docstring'''





													A__    :	List[Any]			=	self._read_tsv(os.path.join(snake_case      ,     """XNLI-1.0/xnli.test.tsv"""				)				)
													A__    :	Optional[Any]			=	[]
													for i, line in enumerate(snake_case				):
																			if i == 0:
																									continue
																			A__    :	Optional[int]			=	line[0]
																			if language != self.language:
																									continue
																			A__    :	int			=	F'test-{i}'
																			A__    :	Dict			=	line[6]
																			A__    :	Union[str, Any]			=	line[7]
																			A__    :	Any			=	line[1]
																			if not isinstance(snake_case      ,     snake_case				):
																									raise ValueError(F'Training input {text_a} is not a string'				)
																			if not isinstance(snake_case      ,     snake_case				):
																									raise ValueError(F'Training input {text_b} is not a string'				)
																			if not isinstance(snake_case      ,     snake_case				):
																									raise ValueError(F'Training label {label} is not a string'				)
																			examples.append(InputExample(guid=snake_case      ,     text_a=snake_case      ,     text_b=snake_case      ,     label=snake_case				)				)
													return examples


							def     _UpperCamelCase							(      self   :    str				):
													'''simple docstring'''





													return ["contradiction", "entailment", "neutral"]




A_     =				{
    '''xnli''': XnliProcessor,
}

A_     =				{
    '''xnli''': '''classification''',
}

A_     =				{
    '''xnli''': 3,
}














"""simple docstring"""



from itertools import combinations, product




def   _lowerCAmelCase		(				UpperCAmelCase__							:       int,    UpperCAmelCase__							:       int,    UpperCAmelCase__							:       int,    UpperCAmelCase__							:       int   )		->bool:
						if xa == ya == 0 or xa == ya == 0:
												return False
						A__    :	List[str]			=	xa * xa + ya * ya
						A__    :	List[Any]			=	xa * xa + ya * ya
						A__    :	Optional[int]			=	(xa - xa) * (xa - xa) + (ya - ya) * (ya - ya)
						return (
						    a_square + b_square == c_square
						    or a_square + c_square == b_square
						    or b_square + c_square == a_square
						)




def   _lowerCAmelCase		(				UpperCAmelCase__							:       int = 5_0   )		->int:
						return sum(
						    1
						    for pta, pta in combinations(product(range(limit + 1   ),    repeat=2   ),    2   )
						    if is_right(*UpperCAmelCase__,    *UpperCAmelCase__   )   )


if __name__ == "__main__":
						print(F'{solution() = }')






