


from __future__ import annotations

import math
import random
from typing import Any






class     _lowerCamelCase					:




       """simple docstring"""



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




         '''simple docstring'''





         A_ :							list[Any]							=   []
         A_ :							int							=   0
         A_ :							int							=   0



       def 			_snake_case			( self						)->int:




         '''simple docstring'''





         return self.head == self.tail



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




         '''simple docstring'''





         self.data.append(lowerCamelCase_						)
         A_ :							int							=   self.tail + 1



       def 			_snake_case			( self						)->int:




         '''simple docstring'''





         A_ :							Optional[Any]							=   self.data[self.head]
         A_ :							Optional[int]							=   self.head + 1
         return ret



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




         '''simple docstring'''





         return self.tail - self.head







       def 			_snake_case			( self						)->Any:




         '''simple docstring'''





         print(self.data						)
         print('''**************'''						)
         print(self.data[self.head : self.tail]						)






class     _lowerCamelCase					:




       """simple docstring"""



       def __init__( self							,			_SCREAMING_SNAKE_CASE						)->List[str]:




         '''simple docstring'''





         A_ :							List[Any]							=   data
         A_ :							MyNode | None							=   None
         A_ :							MyNode | None							=   None
         A_ :							int							=   1



       def 			_snake_case			( self						)->int:




         '''simple docstring'''





         return self.data



       def 			_snake_case			( self						)->Tuple:




         '''simple docstring'''





         return self.left



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




         '''simple docstring'''





         return self.right



       def 			_snake_case			( self						)->Tuple:




         '''simple docstring'''





         return self.height



       def 			_snake_case			( self							,			_SCREAMING_SNAKE_CASE						)->int:




         '''simple docstring'''





         A_ :							Tuple							=   data



       def 			_snake_case			( self							,			_SCREAMING_SNAKE_CASE						)->Dict:




         '''simple docstring'''





         A_ :							Dict							=   node



       def 			_snake_case			( self							,			_SCREAMING_SNAKE_CASE						)->List[Any]:




         '''simple docstring'''





         A_ :							Optional[Any]							=   node







       def 			_snake_case			( self							,			_SCREAMING_SNAKE_CASE						)->Optional[int]:




         '''simple docstring'''





         A_ :							Union[str, Any]							=   height




def     _SCREAMING_SNAKE_CASE      (					SCREAMING_SNAKE_CASE			):
  if node is None:
    return 0
  return node.get_height()


def     _SCREAMING_SNAKE_CASE      (					SCREAMING_SNAKE_CASE					,     SCREAMING_SNAKE_CASE			):
  if a > b:
    return a
  return b


def     _SCREAMING_SNAKE_CASE      (					SCREAMING_SNAKE_CASE			):
  print('''left rotation node:'''					,     node.get_data()			)
  A_ :							Optional[int]							=   node.get_left()
  assert ret is not None
  node.set_left(ret.get_right()			)
  ret.set_right(_lowercase			)
  A_ :							List[str]							=   my_max(get_height(node.get_right()			)					,     get_height(node.get_left()			)			) + 1
  node.set_height(_lowercase			)
  A_ :							Optional[Any]							=   my_max(get_height(ret.get_right()			)					,     get_height(ret.get_left()			)			) + 1
  ret.set_height(_lowercase			)
  return ret


def     _SCREAMING_SNAKE_CASE      (					SCREAMING_SNAKE_CASE			):
  print('''right rotation node:'''					,     node.get_data()			)
  A_ :							Union[str, Any]							=   node.get_right()
  assert ret is not None
  node.set_right(ret.get_left()			)
  ret.set_left(_lowercase			)
  A_ :							str							=   my_max(get_height(node.get_right()			)					,     get_height(node.get_left()			)			) + 1
  node.set_height(_lowercase			)
  A_ :							List[str]							=   my_max(get_height(ret.get_right()			)					,     get_height(ret.get_left()			)			) + 1
  ret.set_height(_lowercase			)
  return ret


def     _SCREAMING_SNAKE_CASE      (					SCREAMING_SNAKE_CASE			):
  A_ :							str							=   node.get_left()
  assert left_child is not None
  node.set_left(left_rotation(_lowercase			)			)
  return right_rotation(_lowercase			)


def     _SCREAMING_SNAKE_CASE      (					SCREAMING_SNAKE_CASE			):
  A_ :							Optional[Any]							=   node.get_right()
  assert right_child is not None
  node.set_right(right_rotation(_lowercase			)			)
  return left_rotation(_lowercase			)


def     _SCREAMING_SNAKE_CASE      (					SCREAMING_SNAKE_CASE					,     SCREAMING_SNAKE_CASE			):
  if node is None:
    return MyNode(_lowercase			)
  if data < node.get_data():
    node.set_left(insert_node(node.get_left()					,     _lowercase			)			)
    if (
        get_height(node.get_left()			) - get_height(node.get_right()			) == 2
    ):  # an unbalance detected
      A_ :							Tuple							=   node.get_left()
      assert left_child is not None
      if (
          data < left_child.get_data()
      ):  # new node is the left child of the left child
        A_ :							Optional[Any]							=   right_rotation(_lowercase			)
      else:
        A_ :							List[str]							=   lr_rotation(_lowercase			)
  else:
    node.set_right(insert_node(node.get_right()					,     _lowercase			)			)
    if get_height(node.get_right()			) - get_height(node.get_left()			) == 2:
      A_ :							Dict							=   node.get_right()
      assert right_child is not None
      if data < right_child.get_data():
        A_ :							Dict							=   rl_rotation(_lowercase			)
      else:
        A_ :							Tuple							=   left_rotation(_lowercase			)
  A_ :							List[Any]							=   my_max(get_height(node.get_right()			)					,     get_height(node.get_left()			)			) + 1
  node.set_height(_lowercase			)
  return node


def     _SCREAMING_SNAKE_CASE      (					SCREAMING_SNAKE_CASE			):
  while True:
    A_ :							List[Any]							=   root.get_right()
    if right_child is None:
      break
    A_ :							List[str]							=   right_child
  return root.get_data()


def     _SCREAMING_SNAKE_CASE      (					SCREAMING_SNAKE_CASE			):
  while True:
    A_ :							Any							=   root.get_left()
    if left_child is None:
      break
    A_ :							List[str]							=   left_child
  return root.get_data()


def     _SCREAMING_SNAKE_CASE      (					SCREAMING_SNAKE_CASE					,     SCREAMING_SNAKE_CASE			):
  A_ :							List[Any]							=   root.get_left()
  A_ :							List[Any]							=   root.get_right()
  if root.get_data() == data:
    if left_child is not None and right_child is not None:
      A_ :							Dict							=   get_left_most(_lowercase			)
      root.set_data(_lowercase			)
      root.set_right(del_node(_lowercase					,     _lowercase			)			)
    elif left_child is not None:
      A_ :							List[Any]							=   left_child
    elif right_child is not None:
      A_ :							Dict							=   right_child
    else:
      return None
  elif root.get_data() > data:
    if left_child is None:
      print('''No such data'''			)
      return root
    else:
      root.set_left(del_node(_lowercase					,     _lowercase			)			)
  else:  # root.get_data() < data
    if right_child is None:
      return root
    else:
      root.set_right(del_node(_lowercase					,     _lowercase			)			)

  if get_height(_lowercase			) - get_height(_lowercase			) == 2:
    assert right_child is not None
    if get_height(right_child.get_right()			) > get_height(right_child.get_left()			):
      A_ :							List[Any]							=   left_rotation(_lowercase			)
    else:
      A_ :							Optional[Any]							=   rl_rotation(_lowercase			)
  elif get_height(_lowercase			) - get_height(_lowercase			) == -2:
    assert left_child is not None
    if get_height(left_child.get_left()			) > get_height(left_child.get_right()			):
      A_ :							Optional[int]							=   right_rotation(_lowercase			)
    else:
      A_ :							Dict							=   lr_rotation(_lowercase			)
  A_ :							Any							=   my_max(get_height(root.get_right()			)					,     get_height(root.get_left()			)			) + 1
  root.set_height(_lowercase			)
  return root






class     _lowerCamelCase					:




       """simple docstring"""



       def __init__( self						)->Any:




         '''simple docstring'''





         A_ :							MyNode | None							=   None



       def 			_snake_case			( self						)->str:




         '''simple docstring'''





         return get_height(self.root						)



       def 			_snake_case			( self							,			_SCREAMING_SNAKE_CASE						)->Optional[Any]:




         '''simple docstring'''





         print('''insert:''' + str(lowerCamelCase_						)						)
         A_ :							int							=   insert_node(self.root							,			lowerCamelCase_						)



       def 			_snake_case			( self							,			_SCREAMING_SNAKE_CASE						)->Dict:




         '''simple docstring'''





         print('''delete:''' + str(lowerCamelCase_						)						)
         if self.root is None:
           print('''Tree is empty!'''						)
           return
         A_ :							int							=   del_node(self.root							,			lowerCamelCase_						)







       def __str__( self							,			)->List[Any]:  # a level traversale, gives a more intuitive look on the tree




         '''simple docstring'''





         A_ :							Optional[int]							=   ''
         A_ :							Any							=   MyQueue()
         q.push(self.root						)
         A_ :							Dict							=   self.get_height()
         if layer == 0:
           return output
         A_ :							Optional[int]							=   0
         while not q.is_empty():
           A_ :							Dict							=   q.pop()
           A_ :							Optional[Any]							=   ' ' * int(math.pow(2							,			layer - 1						)						)
           output += space
           if node is None:
             output += "*"
             q.push(lowerCamelCase_						)
             q.push(lowerCamelCase_						)
           else:
             output += str(node.get_data()						)
             q.push(node.get_left()						)
             q.push(node.get_right()						)
           output += space
           A_ :							Union[str, Any]							=   cnt + 1
           for i in range(100						):
             if cnt == math.pow(2							,			lowerCamelCase_						) - 1:
               A_ :							Optional[int]							=   layer - 1
               if layer == 0:
                 output += "\n*************************************"
                 return output
               output += "\n"
               break
         output += "\n*************************************"
         return output




def     _SCREAMING_SNAKE_CASE      (					):
  import doctest

  doctest.testmod()


if __name__ == "__main__":
     _test()
     UpperCamelCase														=      AVLtree()
     UpperCamelCase														=      list(range(10))
     random.shuffle(lst)
     for i in lst:
          t.insert(i)
          print(str(t))
     random.shuffle(lst)
     for i in lst:
          t.del_node(i)
          print(str(t))











from collections import OrderedDict
from typing import Mapping

from packaging import version

from ...configuration_utils import PretrainedConfig
from ...onnx import OnnxConfig
from ...utils import logging


__UpperCamelCase:	Optional[int] = logging.get_logger(__name__)

__UpperCamelCase:	Optional[int] = {
    """google/mobilenet_v1_1.0_224""": """https://huggingface.co/google/mobilenet_v1_1.0_224/resolve/main/config.json""",
    """google/mobilenet_v1_0.75_192""": """https://huggingface.co/google/mobilenet_v1_0.75_192/resolve/main/config.json""",
    # See all MobileNetV1 models at https://huggingface.co/models?filter=mobilenet_v1
}


class       __lowerCAmelCase					(       _UpperCamelCase      ):


	'''simple docstring'''





	_A													=				"mobilenet_v1"

	def __init__(						self:						Dict,					lowerCamelCase_:						Any=3,					lowerCamelCase_:						Dict=224,					lowerCamelCase_:						int=1.0,					lowerCamelCase_:						List[Any]=8,					lowerCamelCase_:						int="relu6",					lowerCamelCase_:						Optional[int]=True,					lowerCamelCase_:						Any=0.9_9_9,					lowerCamelCase_:						List[str]=0.0_2,					lowerCamelCase_:						Optional[int]=0.0_0_1,					**lowerCamelCase_:						Tuple,					):
			super().__init__(**lowerCamelCase_			)

			if depth_multiplier <= 0:
					raise ValueError('depth_multiplier must be greater than zero.'			)

			lowercase__					:      Optional[int]      =		num_channels
			lowercase__					:      List[Any]      =		image_size
			lowercase__					:      str      =		depth_multiplier
			lowercase__					:      Optional[Any]      =		min_depth
			lowercase__					:      int      =		hidden_act
			lowercase__					:      Dict      =		tf_padding
			lowercase__					:      Optional[Any]      =		classifier_dropout_prob
			lowercase__					:      int      =		initializer_range
			lowercase__					:      Any      =		layer_norm_eps


class       __lowerCAmelCase					(       _UpperCamelCase      ):


	'''simple docstring'''





	_A													=				version.parse("1.11"      )

	@property
	def    snake_case__(						self:						Optional[int]			):
			return OrderedDict([('pixel_values', {0: 'batch'})]			)

	@property
	def    snake_case__(						self:						Dict			):
			if self.task == "image-classification":
					return OrderedDict([('logits', {0: 'batch'})]			)
			else:
					return OrderedDict([('last_hidden_state', {0: 'batch'}), ('pooler_output', {0: 'batch'})]			)





	@property
	def    snake_case__(						self:						List[Any]			):
			return 1E-4


