



"""simple docstring"""
from ..utils import DummyObject, requires_backends
class 							_UpperCAmelCase							( metaclass=a      ):





     '''simple docstring'''



     a__									=['''transformers''', '''torch''', '''note_seq''']





     def __init__(					self       ,	*A       ,	**A		)							->					Union[str, Any]:
         requires_backends(self       ,	['''transformers''', '''torch''', '''note_seq''']		)





     @classmethod
     def  __lowerCAmelCase	(					cls       ,	*A       ,	**A		)							->					Dict:
         requires_backends(cls       ,	['''transformers''', '''torch''', '''note_seq''']		)





     @classmethod
     def  __lowerCAmelCase	(					cls       ,	*A       ,	**A		)							->					Union[str, Any]:
         requires_backends(cls       ,	['''transformers''', '''torch''', '''note_seq''']		)







"""simple docstring"""
from __future__ import annotations

import math





def  lowerCamelCase_						(UpperCamelCase__		:		int     ,       UpperCamelCase__		:		int     ,       UpperCamelCase__		:		bool     ,       UpperCamelCase__		:		list[int]     ,       UpperCamelCase__		:		float							):

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

    if len(UpperCamelCase__							) == 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     ,       UpperCamelCase__     ,       UpperCamelCase__     ,       UpperCamelCase__							)     ,       minimax(depth + 1     ,       node_index * 2 + 1     ,       UpperCamelCase__     ,       UpperCamelCase__     ,       UpperCamelCase__							)     ,       )

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





def  lowerCamelCase_						():
    _UpperCAmelCase							:  Any											=    [90, 23, 6, 33, 21, 65, 123, 3_4423]
    _UpperCAmelCase							:  Any											=    math.log(len(UpperCamelCase__							)     ,       2							)
    print('''Optimal value : '''     ,       end=''''''							)
    print(minimax(0     ,       0     ,       UpperCamelCase__     ,       UpperCamelCase__     ,       UpperCamelCase__							)							)


if __name__ == "__main__":
  import doctest

  doctest.testmod()
  main()


