





import os
from collections.abc import Iterator

def   a_    ( lowerCAmelCase_      :			str = "."	):
   for dir_path, dir_names, filenames in os.walk(lowerCAmelCase_	):
      __lowerCAmelCase								=	[d for d in dir_names if d != 'scripts' and d[0] not in '._']
      for filename in filenames:
         if filename == "__init__.py":
            continue
         if os.path.splitext(lowerCAmelCase_	)[1] in (".py", ".ipynb"):
            yield os.path.join(lowerCAmelCase_,	lowerCAmelCase_	).lstrip('./'	)

def   a_    ( lowerCAmelCase_      :			Dict	):
   return F"""{i * "  "}*""" if i else "\n##"

def   a_    ( lowerCAmelCase_      :			str,	lowerCAmelCase_      :			str	):
   __lowerCAmelCase								=	old_path.split(os.sep	)
   for i, new_part in enumerate(new_path.split(os.sep	)	):
      if (i + 1 > len(lowerCAmelCase_	) or old_parts[i] != new_part) and new_part:
         print(F"""{md_prefix(lowerCAmelCase_	)} {new_part.replace("_",	" "	).title()}"""	)
   return new_path

def   a_    ( lowerCAmelCase_      :			str = "."	):
   __lowerCAmelCase								=	''
   for filepath in sorted(good_file_paths(lowerCAmelCase_	)	):
      __lowerCAmelCase	,	__lowerCAmelCase								=	os.path.split(lowerCAmelCase_	)
      if filepath != old_path:
         __lowerCAmelCase								=	print_path(lowerCAmelCase_,	lowerCAmelCase_	)
      __lowerCAmelCase								=	(filepath.count(os.sep	) + 1) if filepath else 0
      __lowerCAmelCase								=	F"""{filepath}/{filename}""".replace(' ',	'%20'	)
      __lowerCAmelCase								=	os.path.splitext(filename.replace('_',	' '	).title()	)[0]
      print(F"""{md_prefix(lowerCAmelCase_	)} [{filename}]({url})"""	)


if __name__ == "__main__":
     print_directory_md('.')








from __future__ import annotations

import math

def   a_    ( lowerCAmelCase_      :			int,	lowerCAmelCase_      :			int,	lowerCAmelCase_      :			bool,	lowerCAmelCase_      :			list[int],	lowerCAmelCase_      :			float	):

   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   a_    ( ):
   __lowerCAmelCase								=	[90, 23, 6, 33, 21, 65, 123, 3_4423]
   __lowerCAmelCase								=	math.log(len(lowerCAmelCase_	),	2	)
   print('Optimal value : ',	end=''	)
   print(minimax(0,	0,	lowerCAmelCase_,	lowerCAmelCase_,	lowerCAmelCase_	)	)


if __name__ == "__main__":
     import doctest

     doctest.testmod()
     main()

