






"""simple docstring"""







import os
from string import ascii_letters

lowerCAmelCase_		:			List[Any]				   =					ascii_letters + ''' \t\n'''






def 					_lowerCAmelCase				(					):







       '''simple docstring'''
       UpperCAmelCase					=	os.path.split(os.path.realpath(lowerCAmelCase						)						)
       UpperCAmelCase					=	{}
       with open(path[0] + """/dictionary.txt"""						) as dictionary_file:
              for word in dictionary_file.read().split("""\n"""						):
                     UpperCAmelCase					=	None
       return english_words


lowerCAmelCase_		:			str				   =					load_dictionary()






def 					_lowerCAmelCase				(					lowerCAmelCase						):







       '''simple docstring'''
       UpperCAmelCase					=	message.upper()
       UpperCAmelCase					=	remove_non_letters(lowerCAmelCase						)
       UpperCAmelCase					=	message.split()
       UpperCAmelCase					=	len([word for word in possible_words if word in ENGLISH_WORDS]						)
       return float(lowerCAmelCase						) / len(lowerCAmelCase						)






def 					_lowerCAmelCase				(					lowerCAmelCase						):







       '''simple docstring'''
       return "".join(symbol for symbol in message if symbol in LETTERS_AND_SPACE						)






def 					_lowerCAmelCase				(					lowerCAmelCase		,					lowerCAmelCase = 20		,					lowerCAmelCase = 85						):







       '''simple docstring'''
       UpperCAmelCase					=	get_english_count(lowerCAmelCase						) * 100 >= word_percentage
       UpperCAmelCase					=	len(remove_non_letters(lowerCAmelCase						)						)
       UpperCAmelCase					=	(float(lowerCAmelCase						) / len(lowerCAmelCase						)) * 100
       UpperCAmelCase					=	message_letters_percentage >= letter_percentage
       return words_match and letters_match


if __name__ == "__main__":
 import doctest

 doctest.testmod()








"""simple docstring"""







from collections import OrderedDict
from dataclasses import fields
from typing import Any, Tuple

import numpy as np

from .import_utils import is_torch_available






def 					_lowerCAmelCase				(					lowerCAmelCase						):







       '''simple docstring'''
       if is_torch_available():
              import torch

              if isinstance(lowerCAmelCase		,					torch.Tensor						):
                     return True

       return isinstance(lowerCAmelCase		,					np.ndarray						)





class      UpperCamelCase_       (				a_     ):



  def 						UpperCamelCase_ (					self )	->	Dict:



         """simple docstring"""





         UpperCAmelCase					=	fields(self )

         # Safety and consistency checks
         if not len(snake_case__ ):
                raise ValueError(f'''{self.__class__.__name__} has no fields.''' )

         UpperCAmelCase					=	getattr(self       ,						class_fields[0].name )
         UpperCAmelCase					=	all(getattr(self       ,						field.name ) is None for field in class_fields[1:] )

         if other_fields_are_none and isinstance(snake_case__       ,						snake_case__ ):
                for key, value in first_field.items():
                       UpperCAmelCase					=	value
         else:
                for field in class_fields:
                       UpperCAmelCase					=	getattr(self       ,						field.name )
                       if v is not None:
                              UpperCAmelCase					=	v



  def __delitem__(					self       ,						*snake_case__       ,						**snake_case__ )	->	Optional[int]:



         """simple docstring"""





         raise Exception(f'''You cannot use ``__delitem__`` on a {self.__class__.__name__} instance.''' )



  def 						UpperCamelCase_ (					self       ,						*snake_case__       ,						**snake_case__ )	->	List[str]:



         """simple docstring"""





         raise Exception(f'''You cannot use ``setdefault`` on a {self.__class__.__name__} instance.''' )



  def 						UpperCamelCase_ (					self       ,						*snake_case__       ,						**snake_case__ )	->	Optional[int]:



         """simple docstring"""





         raise Exception(f'''You cannot use ``pop`` on a {self.__class__.__name__} instance.''' )



  def 						UpperCamelCase_ (					self       ,						*snake_case__       ,						**snake_case__ )	->	Optional[int]:



         """simple docstring"""





         raise Exception(f'''You cannot use ``update`` on a {self.__class__.__name__} instance.''' )



  def __getitem__(					self       ,						snake_case__ )	->	List[Any]:



         """simple docstring"""





         if isinstance(snake_case__       ,						snake_case__ ):
                UpperCAmelCase					=	dict(self.items() )
                return inner_dict[k]
         else:
                return self.to_tuple()[k]



  def __setattr__(					self       ,						snake_case__       ,						snake_case__ )	->	Union[str, Any]:



         """simple docstring"""





         if name in self.keys() and value is not None:
                # Don't call self.__setitem__ to avoid recursion errors
                super().__setitem__(snake_case__       ,						snake_case__ )
         super().__setattr__(snake_case__       ,						snake_case__ )



  def __setitem__(					self       ,						snake_case__       ,						snake_case__ )	->	Tuple:



         """simple docstring"""





         super().__setitem__(snake_case__       ,						snake_case__ )
         # Don't call self.__setattr__ to avoid recursion errors
         super().__setattr__(snake_case__       ,						snake_case__ )



  def 						UpperCamelCase_ (					self )	->	Tuple[Any]:



         """simple docstring"""





         return tuple(self[k] for k in self.keys() )
