
'''simple docstring'''







from __future__ import annotations

from typing import Generic, TypeVar

_lowercase			:  int   							=	TypeVar("T")






class 			lowerCAmelCase__       (  Generic[T]					):






					def __init__(       self    ,							__SCREAMING_SNAKE_CASE		):


											"""simple docstring"""





											lowercase_     :					int													=	data
											lowercase_     :					str													=	self
											lowercase_     :					str													=	0







class 			lowerCAmelCase__       (  Generic[T]					):






					def __init__(       self		):


											"""simple docstring"""





											lowercase_     :					dict[T, DisjointSetTreeNode[T]]													=	{}






					def      _snake_case   (       self    ,							__SCREAMING_SNAKE_CASE		):


											"""simple docstring"""





											lowercase_     :					Dict													=	DisjointSetTreeNode(__SCREAMING_SNAKE_CASE		)






					def      _snake_case   (       self    ,							__SCREAMING_SNAKE_CASE		):


											"""simple docstring"""





											lowercase_     :					List[Any]													=	self.map[data]
											if elem_ref != elem_ref.parent:
																	lowercase_     :					Union[str, Any]													=	self.find_set(elem_ref.parent.data		)
											return elem_ref.parent






					def      _snake_case   (       self    ,							__SCREAMING_SNAKE_CASE    ,							__SCREAMING_SNAKE_CASE		):


											"""simple docstring"""





											if nodea.rank > nodea.rank:
																	lowercase_     :					Any													=	nodea
											else:
																	lowercase_     :					Optional[Any]													=	nodea
																	if nodea.rank == nodea.rank:
																							nodea.rank += 1






					def      _snake_case   (       self    ,							__SCREAMING_SNAKE_CASE    ,							__SCREAMING_SNAKE_CASE		):


											"""simple docstring"""





											self.link(self.find_set(__SCREAMING_SNAKE_CASE		)    ,							self.find_set(__SCREAMING_SNAKE_CASE		)		)







class 			lowerCAmelCase__       (  Generic[T]					):






					def __init__(       self		):


											"""simple docstring"""





											lowercase_     :					dict[T, dict[T, int]]													=	{}






					def      _snake_case   (       self    ,							__SCREAMING_SNAKE_CASE		):


											"""simple docstring"""





											if node not in self.connections:
																	lowercase_     :					Tuple													=	{}






					def      _snake_case   (       self    ,							__SCREAMING_SNAKE_CASE    ,							__SCREAMING_SNAKE_CASE    ,							__SCREAMING_SNAKE_CASE		):


											"""simple docstring"""





											self.add_node(__SCREAMING_SNAKE_CASE		)
											self.add_node(__SCREAMING_SNAKE_CASE		)
											lowercase_     :					int													=	weight
											lowercase_     :					Optional[int]													=	weight






					def      _snake_case   (       self		):


											"""simple docstring"""





											lowercase_     :					Any													=	[]
											lowercase_     :					Any													=	set()
											for start in self.connections:
																	for end in self.connections[start]:
																							if (start, end) not in seen:
																													seen.add((end, start)		)
																													edges.append((start, end, self.connections[start][end])		)
											edges.sort(key=lambda __SCREAMING_SNAKE_CASE		: x[2]		)

											# creating the disjoint set
											lowercase_     :					Optional[int]													=	DisjointSetTree[T]()
											for node in self.connections:
																	disjoint_set.make_set(__SCREAMING_SNAKE_CASE		)

											# MST generation
											lowercase_     :					List[Any]													=	0
											lowercase_     :					List[str]													=	0
											lowercase_     :					Tuple													=	GraphUndirectedWeighted[T]()
											while num_edges < len(self.connections		) - 1:
																	lowercase_						,			lowercase_						,			lowercase_     :					List[Any]													=	edges[index]
																	index += 1
																	lowercase_     :					List[str]													=	disjoint_set.find_set(__SCREAMING_SNAKE_CASE		)
																	lowercase_     :					Optional[int]													=	disjoint_set.find_set(__SCREAMING_SNAKE_CASE		)
																	if parent_u != parent_v:
																							num_edges += 1
																							graph.add_edge(__SCREAMING_SNAKE_CASE    ,							__SCREAMING_SNAKE_CASE    ,							__SCREAMING_SNAKE_CASE		)
																							disjoint_set.union(__SCREAMING_SNAKE_CASE    ,							__SCREAMING_SNAKE_CASE		)
											return graph





'''simple docstring'''







import logging
import os

from .state import PartialState






class 			lowerCAmelCase__       (  logging.LoggerAdapter					):






					@staticmethod
					def      _snake_case   (       __SCREAMING_SNAKE_CASE		):


											"""simple docstring"""





											lowercase_     :					Optional[Any]													=	PartialState()
											return not main_process_only or (main_process_only and state.is_main_process)






					def      _snake_case   (       self    ,							__SCREAMING_SNAKE_CASE    ,							__SCREAMING_SNAKE_CASE    ,							*__SCREAMING_SNAKE_CASE    ,							**__SCREAMING_SNAKE_CASE		):


											"""simple docstring"""





											if PartialState._shared_state == {}:
																	raise RuntimeError(
																	    '''You must initialize the accelerate state by calling either `PartialState()` or `Accelerator()` before using the logging utility.'''		)
											lowercase_     :					Tuple													=	kwargs.pop('''main_process_only'''    ,							__SCREAMING_SNAKE_CASE		)
											lowercase_     :					Optional[int]													=	kwargs.pop('''in_order'''    ,							__SCREAMING_SNAKE_CASE		)

											if self.isEnabledFor(__SCREAMING_SNAKE_CASE		):
																	if self._should_log(__SCREAMING_SNAKE_CASE		):
																							lowercase_						,			lowercase_     :					Optional[Any]													=	self.process(__SCREAMING_SNAKE_CASE    ,							__SCREAMING_SNAKE_CASE		)
																							self.logger.log(__SCREAMING_SNAKE_CASE    ,							__SCREAMING_SNAKE_CASE    ,							*__SCREAMING_SNAKE_CASE    ,							**__SCREAMING_SNAKE_CASE		)

																	elif in_order:
																							lowercase_     :					Optional[Any]													=	PartialState()
																							for i in range(state.num_processes		):
																													if i == state.process_index:
																																			lowercase_						,			lowercase_     :					Optional[int]													=	self.process(__SCREAMING_SNAKE_CASE    ,							__SCREAMING_SNAKE_CASE		)
																																			self.logger.log(__SCREAMING_SNAKE_CASE    ,							__SCREAMING_SNAKE_CASE    ,							*__SCREAMING_SNAKE_CASE    ,							**__SCREAMING_SNAKE_CASE		)
																													state.wait_for_everyone()







def  snake_case_		(    __SCREAMING_SNAKE_CASE :			str				,				__SCREAMING_SNAKE_CASE :			str = None							):



						"""simple docstring"""





						if log_level is None:
												lowercase_     :					Any													=	os.environ.get('''ACCELERATE_LOG_LEVEL'''				,				__SCREAMING_SNAKE_CASE							)
						lowercase_     :					List[str]													=	logging.getLogger(__SCREAMING_SNAKE_CASE							)
						if log_level is not None:
												logger.setLevel(log_level.upper()							)
												logger.root.setLevel(log_level.upper()							)
						return MultiProcessAdapter(__SCREAMING_SNAKE_CASE				,				{}							)



