
"""simple docstring"""

from __future__ import annotations

import string
from itertools import cycle, product
from pathlib import Path

UpperCamelCase			:       str									=				(
    string.ascii_letters + string.digits + string.punctuation + string.whitespace
)
UpperCamelCase			:       list[int]									=				[ord(letter) for letter in string.ascii_lowercase]
UpperCamelCase			:       set[int]									=				{ord(char) for char in VALID_CHARS}

UpperCamelCase			:       list[str]									=				["the", "be", "to", "of", "and", "in", "that", "have"]






def 							A		(       snake_case   :list[int]       ,      snake_case   :tuple[int, ...]	)   ->			str | None:
 __UpperCamelCase       						= ""
 __UpperCamelCase       						= 42
 __UpperCamelCase       						= 42
 __UpperCamelCase       						= 42

 for keychar, cipherchar in zip(cycle(snake_case	)       ,      snake_case	):
  __UpperCamelCase       						= cipherchar ^ keychar
  if decodedchar not in VALID_INTS:
   return None
  decoded += chr(snake_case	)

 return decoded






def 							A		(       snake_case   :list[int]	)   ->			list[str]:
 __UpperCamelCase       						= []
 for key in product(snake_case       ,      repeat=3	):
  __UpperCamelCase       						= try_key(snake_case       ,      snake_case	)
  if encoded is not None:
   possibles.append(snake_case	)
 return possibles






def 							A		(       snake_case   :list[str]       ,      snake_case   :str	)   ->			list[str]:
 return [possible for possible in possibles if common_word in possible.lower()]






def 							A		(       snake_case   :str = "p059_cipher.txt"	)   ->			int:
 __UpperCamelCase       						= 42
 __UpperCamelCase       						= 42
 __UpperCamelCase       						= 42
 __UpperCamelCase       						= 42
 __UpperCamelCase       						= Path(snake_case	).parent.joinpath(snake_case	).read_text(encoding='utf-8'	)

 __UpperCamelCase       						= [int(snake_case	) for number in data.strip().split(','	)]

 __UpperCamelCase       						= filter_valid_chars(snake_case	)
 for common_word in COMMON_WORDS:
  __UpperCamelCase       						= filter_common_word(snake_case       ,      snake_case	)
  if len(snake_case	) == 1:
   break

 __UpperCamelCase       						= possibles[0]
 return sum(ord(snake_case	) for char in decoded_text	)


if __name__ == "__main__":
      print(f'''{solution() = }''')





"""simple docstring"""

from ...configuration_utils import PretrainedConfig
from ...utils import logging
from ...utils.backbone_utils import BackboneConfigMixin, get_aligned_output_features_output_indices


UpperCamelCase			:       int									=				logging.get_logger(__name__)

UpperCamelCase			:       int									=				{
    "google/bit-50": "https://huggingface.co/google/bit-50/resolve/main/config.json",
}

class __lowerCAmelCase	(   __SCREAMING_SNAKE_CASE    ,						__SCREAMING_SNAKE_CASE    ):
     lowercase		     =		"bit"
     lowercase		     =		["preactivation", "bottleneck"]
     lowercase		     =		["SAME", "VALID"]





     def __init__(			self			,  __UpperCAmelCase=3			,  __UpperCAmelCase=64			,  __UpperCAmelCase=[256, 512, 1024, 2048]			,  __UpperCAmelCase=[3, 4, 6, 3]			,  __UpperCAmelCase="preactivation"			,  __UpperCAmelCase="relu"			,  __UpperCAmelCase=None			,  __UpperCAmelCase=32			,  __UpperCAmelCase=0.0			,  __UpperCAmelCase=False			,  __UpperCAmelCase=32			,  __UpperCAmelCase=1			,  __UpperCAmelCase=None			,  __UpperCAmelCase=None			,  **__UpperCAmelCase			,  ):

      '''simple docstring'''




      super().__init__(**__UpperCAmelCase   )
      if layer_type not in self.layer_types:
       raise ValueError(F'layer_type={layer_type} is not one of {",".join(self.layer_types   )}'   )
      if global_padding is not None:
       if global_padding.upper() in self.supported_padding:
        __UpperCamelCase       						= global_padding.upper()
       else:
        raise ValueError(F'Padding strategy {global_padding} not supported'   )
      __UpperCamelCase       						= num_channels
      __UpperCamelCase       						= embedding_size
      __UpperCamelCase       						= hidden_sizes
      __UpperCamelCase       						= depths
      __UpperCamelCase       						= layer_type
      __UpperCamelCase       						= hidden_act
      __UpperCamelCase       						= global_padding
      __UpperCamelCase       						= num_groups
      __UpperCamelCase       						= drop_path_rate
      __UpperCamelCase       						= embedding_dynamic_padding
      __UpperCamelCase       						= output_stride
      __UpperCamelCase       						= width_factor

      __UpperCamelCase       						= ['stem'] + [F'stage{idx}' for idx in range(1			,  len(__UpperCAmelCase   ) + 1   )]
      __UpperCamelCase						,			__UpperCamelCase       						= get_aligned_output_features_output_indices(
          out_features=__UpperCAmelCase			,  out_indices=__UpperCAmelCase			,  stage_names=self.stage_names   )



