






"""simple docstring"""



from collections.abc import Iterable
from typing import Any




class 			lowerCAmelCase__			:
   def __init__(		self      :	Dict							,			snake_case__      :	int | None = None							):


        '''simple docstring'''
        UpperCAmelCase__						:    Optional[Any]							=							value
        UpperCAmelCase__						:    str							=							None  # Added in order to delete a node easier
        UpperCAmelCase__						:    Optional[Any]							=							None
        UpperCAmelCase__						:    List[Any]							=							None




   def __repr__(		self      :	int							):


        '''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 			lowerCAmelCase__			:
   def __init__(		self      :	Tuple							,			snake_case__      :	Node | None = None							):


        '''simple docstring'''
        UpperCAmelCase__						:    Optional[Any]							=							root
   def __str__(		self      :	Tuple							):


        '''simple docstring'''
        return str(self.root							)
   def       __a							(		self      :	Tuple							,			snake_case__      :	Node							,			snake_case__      :	Node | None							):


        '''simple docstring'''
        if new_children is not None:  # reset its kids
             UpperCAmelCase__						:    Tuple							=							node.parent
        if node.parent is not None:  # reset its parent
             if self.is_right(__UpperCAmelCase							):  # If it is the right children
                  UpperCAmelCase__						:    Dict							=							new_children
             else:
                  UpperCAmelCase__						:    Tuple							=							new_children
        else:
             UpperCAmelCase__						:    List[Any]							=							new_children
   def       __a							(		self      :	Any							,			snake_case__      :	Node							):


        '''simple docstring'''
        if node.parent and node.parent.right:
             return node == node.parent.right
        return False
   def       __a							(		self      :	Optional[int]							):


        '''simple docstring'''
        return self.root is None
   def       __a							(		self      :	List[Any]							,			snake_case__      :	Dict							):


        '''simple docstring'''
        UpperCAmelCase__						:    List[str]							=							Node(__UpperCAmelCase							)  # create a new Node
        if self.empty():  # if Tree is empty
             UpperCAmelCase__						:    str							=							new_node  # set its root
        else:  # Tree is not empty
             UpperCAmelCase__						:    Tuple							=							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__						:    int							=							new_node  # We insert the new node in a leaf
                            break
                       else:
                            UpperCAmelCase__						:    Dict							=							parent_node.left
                  else:
                       if parent_node.right is None:
                            UpperCAmelCase__						:    str							=							new_node
                            break
                       else:
                            UpperCAmelCase__						:    Tuple							=							parent_node.right
             UpperCAmelCase__						:    List[str]							=							parent_node
   def       __a							(		self      :	Optional[int]							,			*snake_case__      :	Optional[Any]							):


        '''simple docstring'''
        for value in values:
             self.__insert(__UpperCAmelCase							)
   def       __a							(		self      :	str							,			snake_case__      :	List[str]							):


        '''simple docstring'''
        if self.empty():
             raise IndexError("Warning: Tree is empty! please use another."							)
        else:
             UpperCAmelCase__						:    Optional[int]							=							self.root
             # use lazy evaluation here to avoid NoneType Attribute error
             while node is not None and node.value is not value:
                  UpperCAmelCase__						:    int							=							node.left if value < node.value else node.right
             return node
   def       __a							(		self      :	Tuple							,			snake_case__      :	Node | None = None							):


        '''simple docstring'''
        if node is None:
             if self.root is None:
                  return None
             UpperCAmelCase__						:    List[Any]							=							self.root

        if not self.empty():
             while node.right is not None:
                  UpperCAmelCase__						:    Optional[Any]							=							node.right
        return node
   def       __a							(		self      :	Union[str, Any]							,			snake_case__      :	Node | None = None							):


        '''simple docstring'''
        if node is None:
             UpperCAmelCase__						:    Dict							=							self.root
        if self.root is None:
             return None
        if not self.empty():
             UpperCAmelCase__						:    int							=							self.root
             while node.left is not None:
                  UpperCAmelCase__						:    Tuple							=							node.left
        return node
   def       __a							(		self      :	Any							,			snake_case__      :	int							):


        '''simple docstring'''
        UpperCAmelCase__						:    Optional[int]							=							self.search(__UpperCAmelCase							)  # 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(__UpperCAmelCase							,			__UpperCAmelCase							)
             elif node.left is None:  # Has only right children
                  self.__reassign_nodes(__UpperCAmelCase							,			node.right							)
             elif node.right is None:  # Has only left children
                  self.__reassign_nodes(__UpperCAmelCase							,			node.left							)
             else:
                  UpperCAmelCase__						:    Optional[Any]							=							self.get_max(
                      node.left							)  # Gets the max value of the left branch
                  self.remove(tmp_node.value							)  # type: ignore
                  UpperCAmelCase__						:    Union[str, Any]							=							(
                      tmp_node.value  # type: ignore
                  )  # Assigns the value to the node to delete and keep tree structure
   def       __a							(		self      :	Optional[Any]							,			snake_case__      :	Node | None							):


        '''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       __a							(		self      :	List[str]							,			snake_case__      :	int=None							):


        '''simple docstring'''
        if traversal_function is None:
             return self.preorder_traverse(self.root							)
        else:
             return traversal_function(self.root							)
   def       __a							(		self      :	Any							,			snake_case__      :	list							,			snake_case__      :	Node | None							):


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




   def       __a							(		self      :	Union[str, Any]							,			snake_case__      :	int							,			snake_case__      :	Node							):


        '''simple docstring'''
        UpperCAmelCase__						:    Optional[Any]							=							[]
        self.inorder(__UpperCAmelCase							,			__UpperCAmelCase							)  # append all values to list using inorder traversal
        return arr[k - 1]




def 	SCREAMING_SNAKE_CASE__       (  snake_case       : int				)->		Tuple:






     '''simple docstring'''



     UpperCAmelCase__						:    Tuple							=							[]
     if curr_node is not None:
          UpperCAmelCase__						:    List[str]							=							postorder(curr_node.left				) + postorder(curr_node.right				) + [curr_node]
     return node_list


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






     '''simple docstring'''



     UpperCAmelCase__						:    int							=							(8, 3, 6, 1, 10, 14, 13, 4, 7)
     UpperCAmelCase__						:    int							=							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)





"""simple docstring"""




from __future__ import annotations

from typing import Dict

from ...configuration_utils import PretrainedConfig


A_				:      Union[str, Any]           =			{
    "susnato/ernie-m-base_pytorch": "https://huggingface.co/susnato/ernie-m-base_pytorch/blob/main/config.json",
    "susnato/ernie-m-large_pytorch": "https://huggingface.co/susnato/ernie-m-large_pytorch/blob/main/config.json",
}





class  lowerCamelCase    (A__      ):
			lowerCamelCase__ :		int       		=				'ernie_m'
			lowerCamelCase__ :		Dict[str, str]       		=				{"dropout": "classifier_dropout", "num_classes": "num_labels"}

			def __init__(       self					:    List[str]     ,					__UpperCAmelCase					:    int = 2_5_0_0_0_2     ,					__UpperCAmelCase					:    int = 7_6_8     ,					__UpperCAmelCase					:    int = 1_2     ,					__UpperCAmelCase					:    int = 1_2     ,					__UpperCAmelCase					:    int = 3_0_7_2     ,					__UpperCAmelCase					:    str = "gelu"     ,					__UpperCAmelCase					:    float = 0.1     ,					__UpperCAmelCase					:    float = 0.1     ,					__UpperCAmelCase					:    int = 5_1_4     ,					__UpperCAmelCase					:    float = 0.02     ,					__UpperCAmelCase					:    int = 1     ,					__UpperCAmelCase					:    float = 1e-05     ,					__UpperCAmelCase					:    Union[str, Any]=None     ,					__UpperCAmelCase					:    List[Any]=False     ,					__UpperCAmelCase					:    Union[str, Any]=0.0     ,					**__UpperCAmelCase					:    Any     ,					) ->     Optional[Any]:
						super().__init__(pad_token_id=__UpperCAmelCase     ,					**__UpperCAmelCase							)
						SCREAMING_SNAKE_CASE__										=   vocab_size
						SCREAMING_SNAKE_CASE__										=   hidden_size
						SCREAMING_SNAKE_CASE__										=   num_hidden_layers
						SCREAMING_SNAKE_CASE__										=   num_attention_heads
						SCREAMING_SNAKE_CASE__										=   intermediate_size
						SCREAMING_SNAKE_CASE__										=   hidden_act
						SCREAMING_SNAKE_CASE__										=   hidden_dropout_prob
						SCREAMING_SNAKE_CASE__										=   attention_probs_dropout_prob
						SCREAMING_SNAKE_CASE__										=   max_position_embeddings
						SCREAMING_SNAKE_CASE__										=   initializer_range
						SCREAMING_SNAKE_CASE__										=   layer_norm_eps
						SCREAMING_SNAKE_CASE__										=   classifier_dropout
						SCREAMING_SNAKE_CASE__										=   is_decoder
						SCREAMING_SNAKE_CASE__										=   act_dropout


