'''simple docstring'''

import argparse

from ...utils.dataclasses import (
    ComputeEnvironment,
    DistributedType,
    DynamoBackend,
    PrecisionType,
    SageMakerDistributedType,
)
from ..menu import BulletMenu


UpperCamelCase__     :	Union[str, Any]				=			[
    """EAGER""",
    """AOT_EAGER""",
    """INDUCTOR""",
    """NVFUSER""",
    """AOT_NVFUSER""",
    """AOT_CUDAGRAPHS""",
    """OFI""",
    """FX2TRT""",
    """ONNXRT""",
    """IPEX""",
]







def __UpperCamelCase(   _A					:				Union[str, Any]  ,			_A					:				Tuple=None  ,			_A					:				Any=None  ,			_A					:				List[Any]=None    ):
   '''simple docstring'''
   UpperCAmelCase__							:				List[Any]   				=  True
   while ask_again:
      UpperCAmelCase__							:				Any   				=  input(_A    )
      try:
         if default is not None and len(_A    ) == 0:
            return default
         return convert_value(_A    ) if convert_value is not None else result
      except Exception:
         if error_message is not None:
            print(_A    )







def __UpperCamelCase(   _A					:				Dict  ,			_A					:				Union[str, Any]=[]  ,			_A					:				int=None  ,			_A					:				List[Any]=0    ):
   '''simple docstring'''
   UpperCAmelCase__							:				List[str]   				=  BulletMenu(_A  ,			_A    )
   UpperCAmelCase__							:				List[Any]   				=  menu.run(default_choice=_A    )
   return convert_value(_A    ) if convert_value is not None else result







def __UpperCamelCase(   _A					:				List[Any]    ):
   '''simple docstring'''
   UpperCAmelCase__							:				Dict   				=  int(_A    )
   return ComputeEnvironment(['''LOCAL_MACHINE''', '''AMAZON_SAGEMAKER'''][value]    )







def __UpperCamelCase(   _A					:				Dict    ):
   '''simple docstring'''
   UpperCAmelCase__							:				List[str]   				=  int(_A    )
   return DistributedType(['''NO''', '''MULTI_CPU''', '''MULTI_XPU''', '''MULTI_GPU''', '''MULTI_NPU''', '''TPU'''][value]    )







def __UpperCamelCase(   _A					:				Tuple    ):
   '''simple docstring'''
   UpperCAmelCase__							:				List[Any]   				=  int(_A    )
   return DynamoBackend(DYNAMO_BACKENDS[value]    ).value







def __UpperCamelCase(   _A					:				Optional[Any]    ):
   '''simple docstring'''
   UpperCAmelCase__							:				Optional[int]   				=  int(_A    )
   return PrecisionType(['''no''', '''fp16''', '''bf16''', '''fp8'''][value]    )







def __UpperCamelCase(   _A					:				Any    ):
   '''simple docstring'''
   UpperCAmelCase__							:				Optional[Any]   				=  int(_A    )
   return SageMakerDistributedType(['''NO''', '''DATA_PARALLEL''', '''MODEL_PARALLEL'''][value]    )







def __UpperCamelCase(   _A					:				Union[str, Any]    ):
   '''simple docstring'''
   return {"yes": True, "no": False}[value.lower()]


class 				_lowercase	(      argparse.RawDescriptionHelpFormatter   ):
      '''simple docstring'''


      def 		lowerCAmelCase__					(				self					,lowerCamelCase_					,lowerCamelCase_					,lowerCamelCase_					,lowerCamelCase_							)			->			int:



         '''simple docstring'''



         UpperCAmelCase__							:				Optional[int]   				=  super()._format_usage(lowerCamelCase_					,lowerCamelCase_					,lowerCamelCase_					,lowerCamelCase_							)
         UpperCAmelCase__							:				Tuple   				=  usage.replace('''<command> [<args>] '''					,''''''							)
         return usage





'''simple docstring'''

from __future__ import annotations

import sys
from collections import deque
from typing import Generic, TypeVar

UpperCamelCase__     :	Tuple				=			TypeVar('T')


class 				_lowercase	(      Generic[T]   ):
      '''simple docstring'''


      UpperCAmelCase_      :      deque[T]  # Cache store of keys
      UpperCAmelCase_      :      set[T]  # References of the keys in cache
      UpperCAmelCase_      :      int      							=   10  # Maximum capacity of cache




      def __init__(				self					,lowerCamelCase_							)			->			None:



         '''simple docstring'''



         UpperCAmelCase__							:				Any   				=  deque()
         UpperCAmelCase__							:				Optional[int]   				=  set()
         if not n:
            UpperCAmelCase__							:				List[Any]   				=  sys.maxsize
         elif n < 0:
            raise ValueError('''n should be an integer greater than 0.'''							)
         else:
            UpperCAmelCase__							:				Any   				=  n




      def 		lowerCAmelCase__					(				self					,lowerCamelCase_							)			->			None:



         '''simple docstring'''



         if x not in self.key_reference:
            if len(self.dq_store							) == LRUCache._MAX_CAPACITY:
               UpperCAmelCase__							:				int   				=  self.dq_store.pop()
               self.key_reference.remove(lowerCamelCase_							)
         else:
            self.dq_store.remove(lowerCamelCase_							)

         self.dq_store.appendleft(lowerCamelCase_							)
         self.key_reference.add(lowerCamelCase_							)




      def 		lowerCAmelCase__					(				self							)			->			None:



         '''simple docstring'''



         for k in self.dq_store:
            print(lowerCamelCase_							)




      def __repr__(				self							)			->			str:



         '''simple docstring'''



         return f'''LRUCache({self._MAX_CAPACITY}) => {list(self.dq_store							)}'''


if __name__ == "__main__":
  import doctest

  doctest.testmod()

  UpperCamelCase__     :	LRUCache[str | int]				=			LRUCache(4)
  lru_cache.refer('A')
  lru_cache.refer(2)
  lru_cache.refer(3)
  lru_cache.refer('A')
  lru_cache.refer(4)
  lru_cache.refer(5)
  lru_cache.display()

  print(lru_cache)
  assert str(lru_cache) == "LRUCache(4) => [5, 4, 'A', 3]"




