
'''simple docstring'''
from __future__ import annotations

from collections.abc import Callable
from typing import Generic, TypeVar

A__ :		Optional[Any]					=TypeVar('T')
A__ :		Dict					=TypeVar('U')







class 			__A					(			Generic[T, U]      ):
 def __init__( self      :     Union[str, Any]					, lowerCamelCase      :     str					, lowerCamelCase      :     List[str]							):



   """simple docstring"""





   __A		:  str       				=		key
   __A		:  Union[str, Any]       				=		val
   __A		:  int       				=		0
   __A		:  DoubleLinkedListNode[T, U] | None       				=		None
   __A		:  DoubleLinkedListNode[T, U] | None       				=		None






 def __repr__( self      :     Union[str, Any]							):



   """simple docstring"""





   return "Node: key: {}, val: {}, freq: {}, has next: {}, has prev: {}".format(
       self.key					, self.val					, self.freq					, self.next is not None					, self.prev is not None							)







class 			__A					(			Generic[T, U]      ):
 def __init__( self      :     Optional[Any]							):



   """simple docstring"""





   __A		:  DoubleLinkedListNode[T, U]       				=		DoubleLinkedListNode(lowerCAmelCase__					, lowerCAmelCase__							)
   __A		:  DoubleLinkedListNode[T, U]       				=		DoubleLinkedListNode(lowerCAmelCase__					, lowerCAmelCase__							)
   __A		:  Optional[Any]       				=		self.rear, self.head
 def __repr__( self      :     Dict							):



   """simple docstring"""





   __A		:  Tuple       				=		["DoubleLinkedList"]
   __A		:  Tuple       				=		self.head
   while node.next is not None:
     rep.append(str(lowerCAmelCase__							)							)
     __A		:  List[str]       				=		node.next
   rep.append(str(self.rear							)							)
   return ",\n    ".join(lowerCAmelCase__							)
 def 		lowercase_( self      :     Optional[int]					, lowerCamelCase      :     Optional[int]							):



   """simple docstring"""





   __A		:  Optional[Any]       				=		self.rear.prev

   # All nodes other than self.head are guaranteed to have non-None previous
   assert previous is not None

   __A		:  Optional[int]       				=		node
   __A		:  Tuple       				=		previous
   __A		:  Union[str, Any]       				=		node
   __A		:  Optional[Any]       				=		self.rear
   node.freq += 1
   self._position_node(lowerCAmelCase__							)
 def 		lowercase_( self      :     Tuple					, lowerCamelCase      :     Tuple							):



   """simple docstring"""





   while node.prev is not None and node.prev.freq > node.freq:
     # swap node with previous node
     __A		:  Dict       				=		node.prev

     __A		:  List[Any]       				=		previous_node.prev
     __A		:  int       				=		node.prev
     __A		:  str       				=		previous_node
     __A		:  List[str]       				=		node






 def 		lowercase_( self      :     Union[str, Any]					, lowerCamelCase      :     Optional[Any]							):



   """simple docstring"""





   if node.prev is None or node.next is None:
     return None

   __A		:  int       				=		node.next
   __A		:  int       				=		node.prev
   __A		:  str       				=		None
   __A		:  Dict       				=		None
   return node







class 			__A					(			Generic[T, U]      ):
 lowerCamelCase												={}
 def __init__( self      :     int					, lowerCamelCase      :     Optional[int]							):



   """simple docstring"""





   __A		:  DoubleLinkedList[T, U]       				=		DoubleLinkedList()
   __A		:  Any       				=		capacity
   __A		:  Optional[Any]       				=		0
   __A		:  str       				=		0
   __A		:  Union[str, Any]       				=		0
   __A		:  dict[T, DoubleLinkedListNode[T, U]]       				=		{}
 def __repr__( self      :     Tuple							):



   """simple docstring"""





   return (
       f"CacheInfo(hits={self.hits}, misses={self.miss}, "
       f"capacity={self.capacity}, current_size={self.num_keys})"
   )
 def __contains__( self      :     int					, lowerCamelCase      :     int							):



   """simple docstring"""





   return key in self.cache
 def 		lowercase_( self      :     Union[str, Any]					, lowerCamelCase      :     Optional[int]							):



   """simple docstring"""





   if key in self.cache:
     self.hits += 1
     __A		:  DoubleLinkedListNode[T, U]       				=		self.cache[key]
     __A		:  Tuple       				=		self.list.remove(self.cache[key]							)
     assert node == value_node

     # node is guaranteed not None because it is in self.cache
     assert node is not None
     self.list.add(lowerCAmelCase__							)
     return node.val
   self.miss += 1
   return None
 def 		lowercase_( self      :     Union[str, Any]					, lowerCamelCase      :     int					, lowerCamelCase      :     Optional[Any]							):



   """simple docstring"""





   if key not in self.cache:
     if self.num_keys >= self.capacity:
       # delete first node when over capacity
       __A		:  List[str]       				=		self.list.head.next

       # guaranteed to have a non-None first node when num_keys > 0
       # explain to type checker via assertions
       assert first_node is not None
       assert first_node.key is not None
       assert self.list.remove(lowerCAmelCase__							) is not None
       # first_node guaranteed to be in list

       del self.cache[first_node.key]
       self.num_keys -= 1
     __A		:  Any       				=		DoubleLinkedListNode(lowerCAmelCase__					, lowerCAmelCase__							)
     self.list.add(self.cache[key]							)
     self.num_keys += 1

   else:
     __A		:  List[Any]       				=		self.list.remove(self.cache[key]							)
     assert node is not None  # node guaranteed to be in list
     __A		:  Union[str, Any]       				=		value
     self.list.add(lowerCAmelCase__							)






 @classmethod
 def 		lowercase_( cls      :     str					, lowerCamelCase      :     Tuple = 1_28							):



   """simple docstring"""





   def cache_decorator_inner(lowerCamelCase      :     List[str]							) -> Callable[..., U]:
     def cache_decorator_wrapper(*lowerCamelCase      :     Any							) -> U:
       if func not in cls.decorator_function_to_instance_map:
         __A		:  str       				=		LFUCache(lowerCAmelCase__							)

       __A		:  List[Any]       				=		cls.decorator_function_to_instance_map[func].get(args[0]							)
       if result is None:
         __A		:  Union[str, Any]       				=		func(*lowerCAmelCase__							)
         cls.decorator_function_to_instance_map[func].put(args[0]					, lowerCAmelCase__							)
       return result

     def cache_info() -> LFUCache[T, U]:
       return cls.decorator_function_to_instance_map[func]

     setattr(lowerCAmelCase__					, """cache_info"""					, lowerCAmelCase__							)  # noqa: B010

     return cache_decorator_wrapper

   return cache_decorator_inner


if __name__ == "__main__":
     import doctest

     doctest.testmod()









"""simple docstring"""
import warnings

from ...utils import logging
from .image_processing_layoutlmva import LayoutLMvaImageProcessor


_SCREAMING_SNAKE_CASE						 =     logging.get_logger(__name__)







class  _SCREAMING_SNAKE_CASE       (     SCREAMING_SNAKE_CASE__				):



 '''simple docstring'''





 def __init__(self					,     *lowerCAmelCase__					,     **lowerCAmelCase__   ):

  '''simple docstring'''







  warnings.warn(
      "The class LayoutLMv3FeatureExtractor is deprecated and will be removed in version 5 of Transformers."
      " Please use LayoutLMv3ImageProcessor instead."					,     lowerCAmelCase__					,     )
  super().__init__(*lowerCAmelCase__					,     **lowerCAmelCase__   )



