


'''simple docstring'''






from collections.abc import Iterable
from typing import Any




class 	a       :
 def __init__(	self ,			__magic_name__ = None  )   ->							int:
      _a      =							value
      _a      =							None  # Added in order to delete a node easier
      _a      =							None
      _a      =							None




 def __repr__(	self  )   ->							str:
      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 	a       :
 def __init__(	self ,			__magic_name__ = None  )   ->							Tuple:
      _a      =							root
 def __str__(	self  )   ->							str:
      return str(self.root  )
 def 							__UpperCAmelCase						(	self ,			__magic_name__ ,			__magic_name__  )   ->							None:
      if new_children is not None:  # reset its kids
           _a      =							node.parent
      if node.parent is not None:  # reset its parent
           if self.is_right(__magic_name__  ):  # If it is the right children
                _a      =							new_children
           else:
                _a      =							new_children
      else:
           _a      =							new_children
 def 							__UpperCAmelCase						(	self ,			__magic_name__  )   ->							bool:
      if node.parent and node.parent.right:
           return node == node.parent.right
      return False
 def 							__UpperCAmelCase						(	self  )   ->							bool:
      return self.root is None
 def 							__UpperCAmelCase						(	self ,			__magic_name__  )   ->							None:
      _a      =							Node(__magic_name__  )  # create a new Node
      if self.empty():  # if Tree is empty
           _a      =							new_node  # set its root
      else:  # Tree is not empty
           _a      =							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:
                          _a      =							new_node  # We insert the new node in a leaf
                          break
                     else:
                          _a      =							parent_node.left
                else:
                     if parent_node.right is None:
                          _a      =							new_node
                          break
                     else:
                          _a      =							parent_node.right
           _a      =							parent_node
 def 							__UpperCAmelCase						(	self ,			*__magic_name__  )   ->							None:
      for value in values:
           self.__insert(__magic_name__  )
 def 							__UpperCAmelCase						(	self ,			__magic_name__  )   ->							Node | None:
      if self.empty():
           raise IndexError('Warning: Tree is empty! please use another.'  )
      else:
           _a      =							self.root
           # use lazy evaluation here to avoid NoneType Attribute error
           while node is not None and node.value is not value:
                _a      =							node.left if value < node.value else node.right
           return node
 def 							__UpperCAmelCase						(	self ,			__magic_name__ = None  )   ->							Node | None:
      if node is None:
           if self.root is None:
                return None
           _a      =							self.root

      if not self.empty():
           while node.right is not None:
                _a      =							node.right
      return node
 def 							__UpperCAmelCase						(	self ,			__magic_name__ = None  )   ->							Node | None:
      if node is None:
           _a      =							self.root
      if self.root is None:
           return None
      if not self.empty():
           _a      =							self.root
           while node.left is not None:
                _a      =							node.left
      return node
 def 							__UpperCAmelCase						(	self ,			__magic_name__  )   ->							None:
      _a      =							self.search(__magic_name__  )  # 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(__magic_name__ ,			__magic_name__  )
           elif node.left is None:  # Has only right children
                self.__reassign_nodes(__magic_name__ ,			node.right  )
           elif node.right is None:  # Has only left children
                self.__reassign_nodes(__magic_name__ ,			node.left  )
           else:
                _a      =							self.get_max(
                    node.left  )  # Gets the max value of the left branch
                self.remove(tmp_node.value  )  # type: ignore
                _a      =							(
                    tmp_node.value  # type: ignore
                )  # Assigns the value to the node to delete and keep tree structure
 def 							__UpperCAmelCase						(	self ,			__magic_name__  )   ->							Iterable:
      if node is not None:
           yield node  # Preorder Traversal
           yield from self.preorder_traverse(node.left  )
           yield from self.preorder_traverse(node.right  )
 def 							__UpperCAmelCase						(	self ,			__magic_name__=None  )   ->							Any:
      if traversal_function is None:
           return self.preorder_traverse(self.root  )
      else:
           return traversal_function(self.root  )
 def 							__UpperCAmelCase						(	self ,			__magic_name__ ,			__magic_name__  )   ->							None:
      if node:
           self.inorder(__magic_name__ ,			node.left  )
           arr.append(node.value  )
           self.inorder(__magic_name__ ,			node.right  )




 def 							__UpperCAmelCase						(	self ,			__magic_name__ ,			__magic_name__  )   ->							int:
      _a      =							[]
      self.inorder(__magic_name__ ,			__magic_name__  )  # append all values to list using inorder traversal
      return arr[k - 1]






def 		_A			(lowerCAmelCase__					:Node | None						)				->					list[Node]:




     '''simple docstring'''



     _a      =							[]
     if curr_node is not None:
          _a      =							postorder(curr_node.left						) + postorder(curr_node.right						) + [curr_node]
     return node_list






def 		_A			()				->					None:




     '''simple docstring'''



     _a      =							(8, 3, 6, 1, 10, 14, 13, 4, 7)
     _a      =							BinarySearchTree()
     for i in testlist:
          t.insert(lowerCAmelCase__						)

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

     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(lowerCAmelCase__						)
          print(lowerCAmelCase__						)


if __name__ == "__main__":
 import doctest

 doctest.testmod(verbose=True)





'''simple docstring'''






import copy
import os
from typing import Union

from ...configuration_utils import PretrainedConfig
from ...utils import logging


a_   :      List[str]				    =      logging.get_logger(__name__)

a_   :      str				    =      {
    "microsoft/git-base": "https://huggingface.co/microsoft/git-base/resolve/main/config.json",
}




class 	a       (       _SCREAMING_SNAKE_CASE    ):
 _lowerCAmelCase	   =		"""git_vision_model"""
 def __init__(	self ,			__magic_name__=7_68 ,			__magic_name__=30_72 ,			__magic_name__=12 ,			__magic_name__=12 ,			__magic_name__=3 ,			__magic_name__=2_24 ,			__magic_name__=16 ,			__magic_name__="quick_gelu" ,			__magic_name__=1e-5 ,			__magic_name__=0.0 ,			__magic_name__=0.0_2 ,			**__magic_name__ ,			)   ->							Union[str, Any]:
      super().__init__(**__magic_name__  )

      _a      =							hidden_size
      _a      =							intermediate_size
      _a      =							num_hidden_layers
      _a      =							num_attention_heads
      _a      =							num_channels
      _a      =							patch_size
      _a      =							image_size
      _a      =							initializer_range
      _a      =							attention_dropout
      _a      =							layer_norm_eps
      _a      =							hidden_act




 @classmethod
 def 							__UpperCAmelCase						(	cls ,			__magic_name__ ,			**__magic_name__  )   ->							"PretrainedConfig":
      cls._set_token_in_kwargs(__magic_name__  )

      _a ,				_a      =							cls.get_config_dict(__magic_name__ ,			**__magic_name__  )

      # get the vision config dict if we are loading from GITConfig
      if config_dict.get('model_type'  ) == "git":
           _a      =							config_dict['vision_config']

      if "model_type" in config_dict and hasattr(cls ,			'model_type'  ) and config_dict["model_type"] != cls.model_type:
           logger.warning(
               f'You are using a model of type {config_dict["model_type"]} to instantiate a model of type '
               f'{cls.model_type}. This is not supported for all configurations of models and can yield errors.'  )

      return cls.from_dict(__magic_name__ ,			**__magic_name__  )





class 	a       (       _SCREAMING_SNAKE_CASE    ):
 _lowerCAmelCase	   =		"""git"""
 def __init__(	self ,			__magic_name__=None ,			__magic_name__=3_05_22 ,			__magic_name__=7_68 ,			__magic_name__=6 ,			__magic_name__=12 ,			__magic_name__=30_72 ,			__magic_name__="gelu" ,			__magic_name__=0.1 ,			__magic_name__=0.1 ,			__magic_name__=10_24 ,			__magic_name__=0.0_2 ,			__magic_name__=1e-12 ,			__magic_name__=0 ,			__magic_name__="absolute" ,			__magic_name__=True ,			__magic_name__=False ,			__magic_name__=1_01 ,			__magic_name__=1_02 ,			__magic_name__=None ,			**__magic_name__ ,			)   ->							Optional[int]:
      super().__init__(bos_token_id=__magic_name__ ,			eos_token_id=__magic_name__ ,			pad_token_id=__magic_name__ ,			**__magic_name__  )

      if vision_config is None:
           _a      =							{}
           logger.info('vision_config is None. initializing the GitVisionConfig with default values.'  )

      _a      =							GitVisionConfig(**__magic_name__  )
      _a      =							vocab_size
      _a      =							hidden_size
      _a      =							num_hidden_layers
      _a      =							num_attention_heads
      _a      =							hidden_act
      _a      =							intermediate_size
      _a      =							hidden_dropout_prob
      _a      =							attention_probs_dropout_prob
      _a      =							max_position_embeddings
      _a      =							initializer_range
      _a      =							layer_norm_eps
      _a      =							position_embedding_type
      _a      =							use_cache
      _a      =							tie_word_embeddings
      _a      =							num_image_with_embedding

      _a      =							bos_token_id
      _a      =							eos_token_id




 def 							__UpperCAmelCase						(	self  )   ->							List[str]:
      _a      =							copy.deepcopy(self.__dict__  )
      _a      =							self.vision_config.to_dict()
      _a      =							self.__class__.model_type
      return output

