import string

# frequency taken from https://en.wikipedia.org/wiki/Letter_frequency
__lowerCamelCase      :			List[str]							       =		{
    '''E''': 12.70,
    '''T''': 9.06,
    '''A''': 8.17,
    '''O''': 7.51,
    '''I''': 6.97,
    '''N''': 6.75,
    '''S''': 6.33,
    '''H''': 6.09,
    '''R''': 5.99,
    '''D''': 4.25,
    '''L''': 4.03,
    '''C''': 2.78,
    '''U''': 2.76,
    '''M''': 2.41,
    '''W''': 2.36,
    '''F''': 2.23,
    '''G''': 2.02,
    '''Y''': 1.97,
    '''P''': 1.93,
    '''B''': 1.29,
    '''V''': 0.98,
    '''K''': 0.77,
    '''J''': 0.15,
    '''X''': 0.15,
    '''Q''': 0.10,
    '''Z''': 0.07,
}
__lowerCamelCase      :			List[str]							       =		'''ETAOINSHRDLCUMWFGYPBVKJXQZ'''
__lowerCamelCase      :			Optional[int]							       =		'''ABCDEFGHIJKLMNOPQRSTUVWXYZ'''



def      __SCREAMING_SNAKE_CASE  ( __UpperCamelCase   :	str     )							-> dict[str, int]:







  """simple docstring"""





  SCREAMING_SNAKE_CASE__      							=				{letter: 0 for letter in string.ascii_uppercase}
  for letter in message.upper():
    if letter in LETTERS:
      letter_count[letter] += 1

  return letter_count



def      __SCREAMING_SNAKE_CASE  ( __UpperCamelCase   :	tuple     )							-> str:







  """simple docstring"""





  return x[0]



def      __SCREAMING_SNAKE_CASE  ( __UpperCamelCase   :	str     )							-> str:







  """simple docstring"""





  SCREAMING_SNAKE_CASE__      							=				get_letter_count(__UpperCamelCase     )
  SCREAMING_SNAKE_CASE__      							=				{
      freq: [] for letter, freq in letter_to_freq.items()
  }
  for letter in LETTERS:
    freq_to_letter[letter_to_freq[letter]].append(__UpperCamelCase     )

  SCREAMING_SNAKE_CASE__      							=				{}

  for freq in freq_to_letter:
    freq_to_letter[freq].sort(key=ETAOIN.find			,					reverse=__UpperCamelCase     )
    SCREAMING_SNAKE_CASE__      							=				"""""".join(freq_to_letter[freq]     )

  SCREAMING_SNAKE_CASE__      							=				list(freq_to_letter_str.items()     )
  freq_pairs.sort(key=__UpperCamelCase			,					reverse=__UpperCamelCase     )

  SCREAMING_SNAKE_CASE__      							=				[freq_pair[1] for freq_pair in freq_pairs]

  return "".join(__UpperCamelCase     )



def      __SCREAMING_SNAKE_CASE  ( __UpperCamelCase   :	str     )							-> int:







  """simple docstring"""





  SCREAMING_SNAKE_CASE__      							=				get_frequency_order(__UpperCamelCase     )
  SCREAMING_SNAKE_CASE__      							=				0
  for common_letter in ETAOIN[:6]:
    if common_letter in freq_order[:6]:
      match_score += 1

  for uncommon_letter in ETAOIN[-6:]:
    if uncommon_letter in freq_order[-6:]:
      match_score += 1

  return match_score


if __name__ == "__main__":
   import doctest

   doctest.testmod()

from .glue import glue_convert_examples_to_features, glue_output_modes, glue_processors, glue_tasks_num_labels
from .squad import SquadExample, SquadFeatures, SquadVaProcessor, SquadVaProcessor, squad_convert_examples_to_features
from .utils import DataProcessor, InputExample, InputFeatures, SingleSentenceClassificationProcessor
from .xnli import xnli_output_modes, xnli_processors, xnli_tasks_num_labels
