


"""simple docstring"""


import string

# frequency taken from https://en.wikipedia.org/wiki/Letter_frequency
_snake_case          =							{
    "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,
}
_snake_case          =							"ETAOINSHRDLCUMWFGYPBVKJXQZ"
_snake_case          =							"ABCDEFGHIJKLMNOPQRSTUVWXYZ"



def   snake_case      (				_a:     str							)->		dict[str, int]:
      '''simple docstring'''


      lowerCamelCase__           =		{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   snake_case      (				_a:     tuple							)->		str:
      '''simple docstring'''


      return x[0]



def   snake_case      (				_a:     str							)->		str:
      '''simple docstring'''


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

      lowerCamelCase__           =		{}

      for freq in freq_to_letter:
            freq_to_letter[freq].sort(key=ETAOIN.find		,   reverse=_a							)
            lowerCamelCase__           =		''.join(freq_to_letter[freq]							)

      lowerCamelCase__           =		list(freq_to_letter_str.items()							)
      freq_pairs.sort(key=_a		,   reverse=_a							)

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

      return "".join(_a							)



def   snake_case      (				_a:     str							)->		int:
      '''simple docstring'''


      lowerCamelCase__           =		get_frequency_order(_a							)
      lowerCamelCase__           =		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()







"""simple docstring"""


from ...utils import (
    OptionalDependencyNotAvailable,
    is_torch_available,
    is_transformers_available,
    is_transformers_version,
)


try:
   if not (is_transformers_available() and is_torch_available()):
      raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
   from ...utils.dummy_torch_and_transformers_objects import ShapEPipeline
else:
   from .camera import create_pan_cameras
   from .pipeline_shap_e import ShapEPipeline
   from .pipeline_shap_e_img2img import ShapEImgaImgPipeline
   from .renderer import (
       BoundingBoxVolume,
       ImportanceRaySampler,
       MLPNeRFModelOutput,
       MLPNeRSTFModel,
       ShapEParamsProjModel,
       ShapERenderer,
       StratifiedRaySampler,
       VoidNeRFModel,
   )



