



"""simple docstring"""






__snake_case							:   Dict      =    {0: [2, 3], 1: [0], 2: [1], 3: [4], 4: []}

__snake_case							:   int      =    {0: [1, 2, 3], 1: [2], 2: [0], 3: [4], 4: [5], 5: [3]}


def 			_lowercase				(  __snake_case					,__snake_case					,__snake_case	)						->   list[int]:
			__lowerCAmelCase      :  Union[str, Any]												=       True
			__lowerCAmelCase      :  str												=       []

			for neighbour in graph[vert]:
						if not visited[neighbour]:
									order += topology_sort(__UpperCamelCase					,__UpperCamelCase					,__UpperCamelCase	)

			order.append(__UpperCamelCase	)

			return order


def 			_lowercase				(  __snake_case					,__snake_case					,__snake_case	)						->   list[int]:
			__lowerCAmelCase      :  Optional[Any]												=       True
			__lowerCAmelCase      :  Union[str, Any]												=       [vert]

			for neighbour in reversed_graph[vert]:
						if not visited[neighbour]:
									component += find_components(__UpperCamelCase					,__UpperCamelCase					,__UpperCamelCase	)

			return component





def 			_lowercase				(  __snake_case	)						->   list[list[int]]:
			__lowerCAmelCase      :  Union[str, Any]												=       len(__UpperCamelCase	) * [False]
			__lowerCAmelCase      :  Union[str, Any]												=       {vert: [] for vert in range(len(__UpperCamelCase	)	)}

			for vert, neighbours in graph.items():
						for neighbour in neighbours:
									reversed_graph[neighbour].append(__UpperCamelCase	)

			__lowerCAmelCase      :  Optional[Any]												=       []
			for i, was_visited in enumerate(__UpperCamelCase	):
						if not was_visited:
									order += topology_sort(__UpperCamelCase					,__UpperCamelCase					,__UpperCamelCase	)

			__lowerCAmelCase      :  Tuple												=       []
			__lowerCAmelCase      :  Tuple												=       len(__UpperCamelCase	) * [False]

			for i in range(len(__UpperCamelCase	)	):
						__lowerCAmelCase      :  List[str]												=       order[len(__UpperCamelCase	) - i - 1]
						if not visited[vert]:
									__lowerCAmelCase      :  List[Any]												=       find_components(__UpperCamelCase					,__UpperCamelCase					,__UpperCamelCase	)
									components_list.append(__UpperCamelCase	)

			return components_list
import warnings

from ..trainer import Trainer
from ..utils import logging


__lowerCamelCase			: List[Any]							   =		logging.get_logger(__name__)







class __snake_case				(						lowerCamelCase_		):




   def __init__(    self			:				Tuple       ,	_lowercase			:				Optional[int]=None       ,	**_lowercase			:				List[Any]      ):



     """simple docstring"""






     warnings.warn(
         """`SageMakerTrainer` is deprecated and will be removed in v5 of Transformers. You can use `Trainer` """
         """instead."""       ,	_lowercase       ,	)
     super().__init__(args=_lowercase       ,	**_lowercase      )
