






from __future__ import annotations

from typing import Any







class 	_UpperCAmelCase  :




      """simple docstring"""



      def __init__(   self    ,	_lowerCAmelCase		):



          '''simple docstring'''
          lowerCAmelCase__   :str      							=				num_of_nodes
          lowerCAmelCase__   :Any      							=				[]
          lowerCAmelCase__   :Union[str, Any]      							=				{}
      def 			snake_case_      (   self    ,	_lowerCAmelCase    ,	_lowerCAmelCase    ,	_lowerCAmelCase		):



          '''simple docstring'''
          self.m_edges.append([u_node, v_node, weight]		)
      def 			snake_case_      (   self    ,	_lowerCAmelCase		):



          '''simple docstring'''

          if self.m_component[u_node] == u_node:
              return u_node
          return self.find_component(self.m_component[u_node]		)
      def 			snake_case_      (   self    ,	_lowerCAmelCase		):



          '''simple docstring'''

          if self.m_component[u_node] != u_node:
              for k in self.m_component:
                  lowerCAmelCase__   :Dict      							=				self.find_component(UpperCAmelCase_		)
      def 			snake_case_      (   self    ,	_lowerCAmelCase    ,	_lowerCAmelCase    ,	_lowerCAmelCase		):



          '''simple docstring'''

          if component_size[u_node] <= component_size[v_node]:
              lowerCAmelCase__   :Any      							=				v_node
              component_size[v_node] += component_size[u_node]
              self.set_component(UpperCAmelCase_		)

          elif component_size[u_node] >= component_size[v_node]:
              lowerCAmelCase__   :List[Any]      							=				self.find_component(UpperCAmelCase_		)
              component_size[u_node] += component_size[v_node]
              self.set_component(UpperCAmelCase_		)



      def 			snake_case_      (   self		):



          '''simple docstring'''
          lowerCAmelCase__   :str      							=				[]
          lowerCAmelCase__   :Union[str, Any]      							=				0

          lowerCAmelCase__   :Union[str, 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__   :Dict      							=				self.m_num_of_nodes

          while num_of_components > 1:
              for edge in self.m_edges:
                  lowerCAmelCase__							,lowerCAmelCase__							,lowerCAmelCase__   :List[str]      							=				edge

                  lowerCAmelCase__   :Dict      							=				self.m_component[u]
                  lowerCAmelCase__   :Optional[int]      							=				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(UpperCAmelCase_    ,	UpperCAmelCase_		):
                      lowerCAmelCase__							,lowerCAmelCase__							,lowerCAmelCase__   :Optional[Any]      							=				edge

                      lowerCAmelCase__   :int      							=				self.m_component[u]
                      lowerCAmelCase__   :str      							=				self.m_component[v]

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

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





def 				snake_case__							(							)     ->   str:
    pass


if __name__ == "__main__":
 import doctest

 doctest.testmod()











from typing import TYPE_CHECKING

from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_torch_available


_a    :   str        =			{"""configuration_wavlm""": ["""WAVLM_PRETRAINED_CONFIG_ARCHIVE_MAP""", """WavLMConfig"""]}

try:
 if not is_torch_available():
  raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
 pass
else:
 _a    :   Optional[Any]        =			[
     """WAVLM_PRETRAINED_MODEL_ARCHIVE_LIST""",
     """WavLMForAudioFrameClassification""",
     """WavLMForCTC""",
     """WavLMForSequenceClassification""",
     """WavLMForXVector""",
     """WavLMModel""",
     """WavLMPreTrainedModel""",
 ]

if TYPE_CHECKING:
 from .configuration_wavlm import WAVLM_PRETRAINED_CONFIG_ARCHIVE_MAP, WavLMConfig

 try:
  if not is_torch_available():
   raise OptionalDependencyNotAvailable()
 except OptionalDependencyNotAvailable:
  pass
 else:
  from .modeling_wavlm import (
      WAVLM_PRETRAINED_MODEL_ARCHIVE_LIST,
      WavLMForAudioFrameClassification,
      WavLMForCTC,
      WavLMForSequenceClassification,
      WavLMForXVector,
      WavLMModel,
      WavLMPreTrainedModel,
  )

else:
 import sys

 _a    :   str        =			_LazyModule(__name__, globals()["""__file__"""], _import_structure, module_spec=__spec__)



