


from __future__ import annotations

import math



def       _lowerCAmelCase    (				lowerCAmelCase_				:int		,    lowerCAmelCase_				:int		,    lowerCAmelCase_				:bool		,    lowerCAmelCase_				:list[int]		,    lowerCAmelCase_				:float				)->int:
   '''simple docstring'''






   if depth < 0:
      raise ValueError("Depth cannot be less than 0"				)

   if len(lowerCAmelCase_				) == 0:
      raise ValueError("Scores cannot be empty"				)

   if depth == height:
      return scores[node_index]

   if is_max:
      return max(
          minimax(depth + 1		,    node_index * 2		,    lowerCAmelCase_		,    lowerCAmelCase_		,    lowerCAmelCase_				)		,    minimax(depth + 1		,    node_index * 2 + 1		,    lowerCAmelCase_		,    lowerCAmelCase_		,    lowerCAmelCase_				)		,    )

   return min(
       minimax(depth + 1		,    node_index * 2		,    lowerCAmelCase_		,    lowerCAmelCase_		,    lowerCAmelCase_				)		,    minimax(depth + 1		,    node_index * 2 + 1		,    lowerCAmelCase_		,    lowerCAmelCase_		,    lowerCAmelCase_				)		,    )



def       _lowerCAmelCase    (				)->None:
   '''simple docstring'''






   snake_case_            =       [90, 23, 6, 33, 21, 65, 123, 34_423]
   snake_case_            =       math.log(len(lowerCAmelCase_				)		,    2				)
   print("Optimal value : "		,    end=""				)
   print(minimax(0		,    0		,    lowerCAmelCase_		,    lowerCAmelCase_		,    lowerCAmelCase_				)				)


if __name__ == "__main__":
   import doctest

   doctest.testmod()
   main()








import importlib.metadata
from typing import Union

from packaging.version import Version, parse

from .constants import STR_OPERATION_TO_FUNC


SCREAMING_SNAKE_CASE						:Union[str, Any]			=  parse(importlib.metadata.version('''torch'''))



def       _lowerCAmelCase    (				lowerCAmelCase_				:Union[str, Version]		,    lowerCAmelCase_				:str		,    lowerCAmelCase_				:str				)->Any:
   '''simple docstring'''






   if operation not in STR_OPERATION_TO_FUNC.keys():
      raise ValueError(F'''`operation` must be one of {list(STR_OPERATION_TO_FUNC.keys()				)}, received {operation}'''				)
   snake_case_            =       STR_OPERATION_TO_FUNC[operation]
   if isinstance(lowerCAmelCase_		,    lowerCAmelCase_				):
      snake_case_            =       parse(importlib.metadata.version(lowerCAmelCase_				)				)
   return operation(lowerCAmelCase_		,    parse(lowerCAmelCase_				)				)



def       _lowerCAmelCase    (				lowerCAmelCase_				:str		,    lowerCAmelCase_				:str				)->Any:
   '''simple docstring'''






   return compare_versions(lowerCAmelCase_		,    lowerCAmelCase_		,    lowerCAmelCase_				)




