




"""simple docstring"""






from __future__ import annotations

from typing import Any




class   a__			:





						def __init__(							self      :	Tuple     ,a__      :	int)						->       None:




											"""simple docstring"""







											_lowerCAmelCase:Tuple									=  num_of_nodes
											_lowerCAmelCase:list[list[int]]									=  []
											_lowerCAmelCase:dict[int, int]									=  {}





						def       __UpperCamelCase     (							self      :	Tuple     ,a__      :	int     ,a__      :	int     ,a__      :	int)						->       None:




											"""simple docstring"""







											self.m_edges.append([u_node, v_node, weight])





						def       __UpperCamelCase     (							self      :	Dict     ,a__      :	int)						->       int:




											"""simple docstring"""







											if self.m_component[u_node] == u_node:
																return u_node
											return self.find_component(self.m_component[u_node])





						def       __UpperCamelCase     (							self      :	Dict     ,a__      :	int)						->       None:




											"""simple docstring"""







											if self.m_component[u_node] != u_node:
																for k in self.m_component:
																					_lowerCAmelCase:Optional[int]									=  self.find_component(a__)





						def       __UpperCamelCase     (							self      :	int     ,a__      :	list[int]     ,a__      :	int     ,a__      :	int)						->       None:




											"""simple docstring"""







											if component_size[u_node] <= component_size[v_node]:
																_lowerCAmelCase:int									=  v_node
																component_size[v_node] += component_size[u_node]
																self.set_component(a__)

											elif component_size[u_node] >= component_size[v_node]:
																_lowerCAmelCase:Union[str, Any]									=  self.find_component(a__)
																component_size[u_node] += component_size[v_node]
																self.set_component(a__)







						def       __UpperCamelCase     (							self      :	Tuple)						->       None:




											"""simple docstring"""







											_lowerCAmelCase:int									=  []
											_lowerCAmelCase:Optional[Any]									=  0

											_lowerCAmelCase:list[Any]									=  [-1] * self.m_num_of_nodes

											# A list of components (initialized to all of the nodes)
											for node in range(self.m_num_of_nodes):
																self.m_component.update({node: node})
																component_size.append(1)

											_lowerCAmelCase:Optional[int]									=  self.m_num_of_nodes

											while num_of_components > 1:
																for edge in self.m_edges:
																					_lowerCAmelCase							,   _lowerCAmelCase							,   _lowerCAmelCase:Dict									=  edge

																					_lowerCAmelCase:Union[str, Any]									=  self.m_component[u]
																					_lowerCAmelCase:Optional[Any]									=  self.m_component[v]

																					if u_component != v_component:

																										for component in (u_component, v_component):
																															if (
																															    minimum_weight_edge[component] == -1
																															    or minimum_weight_edge[component][2] > w
																															):
																																				_lowerCAmelCase:List[str]									=  [u, v, w]

																for edge in minimum_weight_edge:
																					if isinstance(a__     ,a__):
																										_lowerCAmelCase							,   _lowerCAmelCase							,   _lowerCAmelCase:str									=  edge

																										_lowerCAmelCase:Optional[Any]									=  self.m_component[u]
																										_lowerCAmelCase:List[Any]									=  self.m_component[v]

																										if u_component != v_component:
																															mst_weight += w
																															self.union(a__     ,a__     ,a__)
																															print(F'Added edge [{u} - {v}]\nAdded weight: {w}\n')
																															num_of_components -= 1

																_lowerCAmelCase:Tuple									=  [-1] * self.m_num_of_nodes
											print(F'The total weight of the minimal spanning tree is: {mst_weight}')





def 							UpperCAmelCase		(		):
					pass


if __name__ == "__main__":
				import doctest

				doctest.testmod()












"""simple docstring"""






from ...configuration_utils import PretrainedConfig




class   a__			(       UpperCamelCase_  ):
						snake_case__             = '''bert-generation'''





						def __init__(							self      :	Dict     ,a__      :	str=5_0358     ,a__      :	List[str]=1024     ,a__      :	int=24     ,a__      :	Optional[Any]=16     ,a__      :	List[str]=4096     ,a__      :	Optional[int]="gelu"     ,a__      :	str=0.1     ,a__      :	Union[str, Any]=0.1     ,a__      :	int=512     ,a__      :	Dict=0.02     ,a__      :	List[Any]=1E-12     ,a__      :	List[Any]=0     ,a__      :	int=2     ,a__      :	str=1     ,a__      :	Dict="absolute"     ,a__      :	int=True     ,**a__      :	List[str]     ,)						->       List[Any]:




											"""simple docstring"""







											super().__init__(pad_token_id=a__     ,bos_token_id=a__     ,eos_token_id=a__     ,**a__)

											_lowerCAmelCase:Optional[Any]									=  vocab_size
											_lowerCAmelCase:Union[str, Any]									=  hidden_size
											_lowerCAmelCase:Any									=  num_hidden_layers
											_lowerCAmelCase:int									=  num_attention_heads
											_lowerCAmelCase:int									=  hidden_act
											_lowerCAmelCase:List[Any]									=  intermediate_size
											_lowerCAmelCase:Optional[Any]									=  hidden_dropout_prob
											_lowerCAmelCase:int									=  attention_probs_dropout_prob
											_lowerCAmelCase:Optional[int]									=  max_position_embeddings
											_lowerCAmelCase:Dict									=  initializer_range
											_lowerCAmelCase:Union[str, Any]									=  layer_norm_eps
											_lowerCAmelCase:int									=  position_embedding_type
											_lowerCAmelCase:Tuple									=  use_cache






