






from collections.abc import Iterable
from typing import Any
class 		SCREAMING_SNAKE_CASE__	:

  '''simple docstring'''







  def __init__(      self		:			int       ,				lowerCamelCase		:			int | None = None							)						->	Union[str, Any]:


         """simple docstring"""
         _UpperCAmelCase							=    value
         _UpperCAmelCase							=    None  # Added in order to delete a node easier
         _UpperCAmelCase							=    None
         _UpperCAmelCase							=    None





  def __repr__(      self		:			Any							)						->	str:


         """simple docstring"""
         from pprint import pformat

         if self.left is None and self.right is None:
                return str(self.value							)
         return pformat({f"""{self.value}""": (self.left, self.right)}       ,				indent=1							)



class 		SCREAMING_SNAKE_CASE__	:

  '''simple docstring'''







  def __init__(      self		:			List[Any]       ,				lowerCamelCase		:			Node | None = None							)						->	Dict:


         """simple docstring"""
         _UpperCAmelCase							=    root


  def __str__(      self		:			Union[str, Any]							)						->	str:


         """simple docstring"""
         return str(self.root							)


  def  lowerCamelCase       (      self		:			Any       ,				lowerCamelCase		:			Node       ,				lowerCamelCase		:			Node | None							)						->	None:


         """simple docstring"""
         if new_children is not None:  # reset its kids
                _UpperCAmelCase							=    node.parent
         if node.parent is not None:  # reset its parent
                if self.is_right(lowerCamelCase							):  # If it is the right children
                       _UpperCAmelCase							=    new_children
                else:
                       _UpperCAmelCase							=    new_children
         else:
                _UpperCAmelCase							=    new_children


  def  lowerCamelCase       (      self		:			Optional[Any]       ,				lowerCamelCase		:			Node							)						->	bool:


         """simple docstring"""
         if node.parent and node.parent.right:
                return node == node.parent.right
         return False


  def  lowerCamelCase       (      self		:			int							)						->	bool:


         """simple docstring"""
         return self.root is None


  def  lowerCamelCase       (      self		:			List[str]       ,				lowerCamelCase		:			int							)						->	None:


         """simple docstring"""
         _UpperCAmelCase							=    Node(lowerCamelCase							)  # create a new Node
         if self.empty():  # if Tree is empty
                _UpperCAmelCase							=    new_node  # set its root
         else:  # Tree is not empty
                _UpperCAmelCase							=    self.root  # from root
                if parent_node is None:
                       return
                while True:  # While we don't get to a leaf
                       if value < parent_node.value:  # We go left
                              if parent_node.left is None:
                                     _UpperCAmelCase							=    new_node  # We insert the new node in a leaf
                                     break
                              else:
                                     _UpperCAmelCase							=    parent_node.left
                       else:
                              if parent_node.right is None:
                                     _UpperCAmelCase							=    new_node
                                     break
                              else:
                                     _UpperCAmelCase							=    parent_node.right
                _UpperCAmelCase							=    parent_node


  def  lowerCamelCase       (      self		:			int       ,				*lowerCamelCase		:			List[str]							)						->	None:


         """simple docstring"""
         for value in values:
                self.__insert(lowerCamelCase							)


  def  lowerCamelCase       (      self		:			List[str]       ,				lowerCamelCase		:			Optional[Any]							)						->	Node | None:


         """simple docstring"""
         if self.empty():
                raise IndexError("""Warning: Tree is empty! please use another."""							)
         else:
                _UpperCAmelCase							=    self.root
                # use lazy evaluation here to avoid NoneType Attribute error
                while node is not None and node.value is not value:
                       _UpperCAmelCase							=    node.left if value < node.value else node.right
                return node


  def  lowerCamelCase       (      self		:			str       ,				lowerCamelCase		:			Node | None = None							)						->	Node | None:


         """simple docstring"""
         if node is None:
                if self.root is None:
                       return None
                _UpperCAmelCase							=    self.root

         if not self.empty():
                while node.right is not None:
                       _UpperCAmelCase							=    node.right
         return node


  def  lowerCamelCase       (      self		:			Any       ,				lowerCamelCase		:			Node | None = None							)						->	Node | None:


         """simple docstring"""
         if node is None:
                _UpperCAmelCase							=    self.root
         if self.root is None:
                return None
         if not self.empty():
                _UpperCAmelCase							=    self.root
                while node.left is not None:
                       _UpperCAmelCase							=    node.left
         return node


  def  lowerCamelCase       (      self		:			Any       ,				lowerCamelCase		:			int							)						->	None:


         """simple docstring"""
         _UpperCAmelCase							=    self.search(lowerCamelCase							)  # Look for the node with that label
         if node is not None:
                if node.left is None and node.right is None:  # If it has no children
                       self.__reassign_nodes(lowerCamelCase       ,				lowerCamelCase							)
                elif node.left is None:  # Has only right children
                       self.__reassign_nodes(lowerCamelCase       ,				node.right							)
                elif node.right is None:  # Has only left children
                       self.__reassign_nodes(lowerCamelCase       ,				node.left							)
                else:
                       _UpperCAmelCase							=    self.get_max(
                           node.left							)  # Gets the max value of the left branch
                       self.remove(tmp_node.value							)  # type: ignore
                       _UpperCAmelCase							=    (
                           tmp_node.value  # type: ignore
                       )  # Assigns the value to the node to delete and keep tree structure


  def  lowerCamelCase       (      self		:			Optional[Any]       ,				lowerCamelCase		:			Node | None							)						->	Iterable:


         """simple docstring"""
         if node is not None:
                yield node  # Preorder Traversal
                yield from self.preorder_traverse(node.left							)
                yield from self.preorder_traverse(node.right							)


  def  lowerCamelCase       (      self		:			Optional[Any]       ,				lowerCamelCase		:			Any=None							)						->	Any:


         """simple docstring"""
         if traversal_function is None:
                return self.preorder_traverse(self.root							)
         else:
                return traversal_function(self.root							)


  def  lowerCamelCase       (      self		:			Any       ,				lowerCamelCase		:			list       ,				lowerCamelCase		:			Node | None							)						->	None:


         """simple docstring"""
         if node:
                self.inorder(lowerCamelCase       ,				node.left							)
                arr.append(node.value							)
                self.inorder(lowerCamelCase       ,				node.right							)





  def  lowerCamelCase       (      self		:			List[str]       ,				lowerCamelCase		:			int       ,				lowerCamelCase		:			Node							)						->	int:


         """simple docstring"""
         _UpperCAmelCase							=    []
         self.inorder(lowerCamelCase       ,				lowerCamelCase							)  # append all values to list using inorder traversal
         return arr[k - 1]




def       _SCREAMING_SNAKE_CASE (							__snake_case )				->						list[Node]:
       _UpperCAmelCase							=    []
       if curr_node is not None:
              _UpperCAmelCase							=    postorder(curr_node.left ) + postorder(curr_node.right ) + [curr_node]
       return node_list




def       _SCREAMING_SNAKE_CASE (							)				->						None:
       _UpperCAmelCase							=    (8, 3, 6, 1, 1_0, 1_4, 1_3, 4, 7)
       _UpperCAmelCase							=    BinarySearchTree()
       for i in testlist:
              t.insert(__snake_case )

       # Prints all the elements of the list in order traversal
       print(__snake_case )

       if t.search(6 ) is not None:
              print("""The value 6 exists""" )
       else:
              print("""The value 6 doesn't exist""" )

       if t.search(-1 ) is not None:
              print("""The value -1 exists""" )
       else:
              print("""The value -1 doesn't exist""" )

       if not t.empty():
              print("""Max Value: """   ,      t.get_max().value )  # type: ignore
              print("""Min Value: """   ,      t.get_min().value )  # type: ignore

       for i in testlist:
              t.remove(__snake_case )
              print(__snake_case )


if __name__ == "__main__":
  import doctest

  doctest.testmod(verbose=True)



import copy
from dataclasses import dataclass, field
from typing import ClassVar, Dict

from ..features import Audio, Features, Value
from .base import TaskTemplate
@dataclass(frozen=lowerCAmelCase__					)
class 						lowerCamelCase_							(					lowerCAmelCase__					):



					'''simple docstring'''







					__UpperCAmelCase							  =					field(default="automatic-speech-recognition"  ,  metadata={"include_in_asdict_even_if_is_default": True}					)
					__UpperCAmelCase							  =					Features({"audio": Audio()}					)
					__UpperCAmelCase							  =					Features({"transcription": Value("string"					)}					)
					__UpperCAmelCase							  =					"audio"
					__UpperCAmelCase							  =					"transcription"






					def A   (					self			,							snake_case_    ) ->      Any:







								'''simple docstring'''

								if self.audio_column not in features:
											raise ValueError(F'Column {self.audio_column} is not present in features.'    )
								if not isinstance(features[self.audio_column]			,							snake_case_    ):
											raise ValueError(F'Column {self.audio_column} is not an Audio type.'    )
								__lowercase			       = copy.deepcopy(self    )
								__lowercase			       = self.input_schema.copy()
								__lowercase			       = features[self.audio_column]
								__lowercase			       = input_schema
								return task_template






					@property
					def A   (					self    ) ->      Dict[str, str]:







								'''simple docstring'''

								return {self.audio_column: "audio", self.transcription_column: "transcription"}


