code: 
  
  
  # Lint as: python3
  
  import hashlib
  from typing import Union
  
  
  
  
  def       a__						(		snake_case__				:       Union[str, int, bytes]    ):
    if isinstance(snake_case__	,      snake_case__    ):
      # Data already in bytes, returns as it as
      return hash_data
    elif isinstance(snake_case__	,      snake_case__    ):
      # We keep the data as it as for it ot be later encoded to UTF-8
      # However replace `\\` with `/` for Windows compatibility
      _UpperCAmelCase		:       Optional[int]       =    hash_data.replace("""\\"""	,      """/"""    )
    elif isinstance(snake_case__	,      snake_case__    ):
      _UpperCAmelCase		:       Optional[int]       =    str(snake_case__    )
    else:
      # If data is not of the required type, raise error
      raise InvalidKeyError(snake_case__    )
  
    return hash_data.encode("""utf-8"""    )
  
  
  class 		_SCREAMING_SNAKE_CASE    (	A    ):
  
  
       def __init__(     self       ,				A_						):
         _UpperCAmelCase		:       Optional[Any]       =    """\nFAILURE TO GENERATE DATASET: Invalid key type detected"""
         _UpperCAmelCase		:       Union[str, Any]       =    F'''\nFound Key {hash_data} of type {type(A_						)}'''
         _UpperCAmelCase		:       Any       =    """\nKeys should be either str, int or bytes type"""
         super().__init__(F'''{self.prefix}{self.err_msg}{self.suffix}'''						)
  
  
  class 		_SCREAMING_SNAKE_CASE    (	A    ):
  
  
       def __init__(     self       ,				A_       ,				A_       ,				A_=""						):
         _UpperCAmelCase		:       Union[str, Any]       =    key
         _UpperCAmelCase		:       int       =    duplicate_key_indices
         _UpperCAmelCase		:       int       =    fix_msg
         _UpperCAmelCase		:       str       =    """Found multiple examples generated with the same key"""
         if len(A_						) <= 20:
           _UpperCAmelCase		:       Optional[Any]       =    F'''\nThe examples at index {", ".join(A_						)} have the key {key}'''
         else:
           _UpperCAmelCase		:       Any       =    F'''\nThe examples at index {", ".join(duplicate_key_indices[:20]						)}... ({len(A_						) - 20} more) have the key {key}'''
         _UpperCAmelCase		:       Dict       =    """\n""" + fix_msg if fix_msg else """"""
         super().__init__(F'''{self.prefix}{self.err_msg}{self.suffix}'''						)
  
  
  class 		_SCREAMING_SNAKE_CASE    :
  
  
       def __init__(     self       ,				A_						):
         _UpperCAmelCase		:       Optional[Any]       =    hashlib.mda(_as_bytes(A_						)						)
  
  
  
  
       def 					__snake_case(     self       ,				A_						):
         _UpperCAmelCase		:       str       =    self._split_mda.copy()
         _UpperCAmelCase		:       int       =    _as_bytes(A_						)
         mda.update(A_						)
         # Convert to integer with hexadecimal conversion
         return int(mda.hexdigest()       ,				16						)
  
  
  
  
  
  
style_context: 
  
  
  import os
  
  import requests
  from bsa import BeautifulSoup
  from fake_useragent import UserAgent
  
  SCREAMING_SNAKE_CASE__				:    int         =    {'UserAgent': UserAgent().random}
  SCREAMING_SNAKE_CASE__				:    Tuple         =    'https://www.mywaifulist.moe/random'
  
  
  
  
  def       a__						(		snake_case__				:       str	,      snake_case__				:       str    ):
    _UpperCAmelCase		:       Any       =    requests.get(snake_case__	,      headers=snake_case__    )
    with open(snake_case__	,      """wb"""    ) as file:
      file.write(image.content    )
  
  
  
  
  def       a__						(		):
    _UpperCAmelCase		:       List[Any]       =    BeautifulSoup(requests.get(snake_case__	,      headers=snake_case__    ).text	,      """html.parser"""    )
    _UpperCAmelCase		:       Optional[int]       =    soup.find("""meta"""	,      attrs={"""property""": """og:title"""}    ).attrs["""content"""]
    _UpperCAmelCase		:       int       =    soup.find("""meta"""	,      attrs={"""property""": """og:image"""}    ).attrs["""content"""]
    _UpperCAmelCase		:       Any       =    soup.find("""p"""	,      id="""description"""    ).get_text()
    _UpperCAmelCase,_UpperCAmelCase		:       Dict       =    os.path.splitext(os.path.basename(snake_case__    )    )
    _UpperCAmelCase		:       Tuple       =    title.strip().replace(""" """	,      """_"""    )
    _UpperCAmelCase		:       Optional[Any]       =    f'''{image_title}{image_extension}'''
    save_image(snake_case__	,      snake_case__    )
    return (title, description, image_title)
  
  
  if __name__ == "__main__":
   SCREAMING_SNAKE_CASE__     ,				SCREAMING_SNAKE_CASE__     ,				SCREAMING_SNAKE_CASE__				:    Optional[int]         =    random_anime_character()
   print(F'{title}\n\n{desc}\n\nImage saved : {image_title}')
  
  
  
  
  
  