





"""simple docstring"""
from dataclasses import asdict, dataclass
from typing import Optional

from ...configuration_utils import PretrainedConfig
from ...utils import logging


lowerCamelCase_								=		logging.get_logger(__name__)

# TODO Update this
lowerCamelCase_								=		{
    "facebook/esm-1b": "https://huggingface.co/facebook/esm-1b/resolve/main/config.json",
    # See all ESM models at https://huggingface.co/models?filter=esm
}






class 					_SCREAMING_SNAKE_CASE(   A  ):
       SCREAMING_SNAKE_CASE_   :      List[Any]							=  '''esm'''




       def __init__(						self		,SCREAMING_SNAKE_CASE__=None		,SCREAMING_SNAKE_CASE__=None		,SCREAMING_SNAKE_CASE__=None		,SCREAMING_SNAKE_CASE__=7_68		,SCREAMING_SNAKE_CASE__=12		,SCREAMING_SNAKE_CASE__=12		,SCREAMING_SNAKE_CASE__=30_72		,SCREAMING_SNAKE_CASE__=0.1		,SCREAMING_SNAKE_CASE__=0.1		,SCREAMING_SNAKE_CASE__=10_26		,SCREAMING_SNAKE_CASE__=0.0_2		,SCREAMING_SNAKE_CASE__=1E-12		,SCREAMING_SNAKE_CASE__="absolute"		,SCREAMING_SNAKE_CASE__=True		,SCREAMING_SNAKE_CASE__=None		,SCREAMING_SNAKE_CASE__=False		,SCREAMING_SNAKE_CASE__=False		,SCREAMING_SNAKE_CASE__=None		,SCREAMING_SNAKE_CASE__=None		,**SCREAMING_SNAKE_CASE__		,)			->      List[Any]:





             """simple docstring"""






             super().__init__(pad_token_id=SCREAMING_SNAKE_CASE__		,mask_token_id=SCREAMING_SNAKE_CASE__		,**SCREAMING_SNAKE_CASE__							)

             __SCREAMING_SNAKE_CASE   :Union[str, Any]						=  vocab_size
             __SCREAMING_SNAKE_CASE   :Dict						=  hidden_size
             __SCREAMING_SNAKE_CASE   :int						=  num_hidden_layers
             __SCREAMING_SNAKE_CASE   :str						=  num_attention_heads
             __SCREAMING_SNAKE_CASE   :Tuple						=  intermediate_size
             __SCREAMING_SNAKE_CASE   :Optional[Any]						=  hidden_dropout_prob
             __SCREAMING_SNAKE_CASE   :int						=  attention_probs_dropout_prob
             __SCREAMING_SNAKE_CASE   :Union[str, Any]						=  max_position_embeddings
             __SCREAMING_SNAKE_CASE   :Optional[int]						=  initializer_range
             __SCREAMING_SNAKE_CASE   :Union[str, Any]						=  layer_norm_eps
             __SCREAMING_SNAKE_CASE   :int						=  position_embedding_type
             __SCREAMING_SNAKE_CASE   :Union[str, Any]						=  use_cache
             __SCREAMING_SNAKE_CASE   :List[Any]						=  emb_layer_norm_before
             __SCREAMING_SNAKE_CASE   :Optional[int]						=  token_dropout
             __SCREAMING_SNAKE_CASE   :Optional[Any]						=  is_folding_model
             if is_folding_model:
                   if esmfold_config is None:
                         logger.info('''No esmfold_config supplied for folding model, using default values.'''							)
                         __SCREAMING_SNAKE_CASE   :str						=  EsmFoldConfig()
                   elif isinstance(SCREAMING_SNAKE_CASE__		,SCREAMING_SNAKE_CASE__							):
                         __SCREAMING_SNAKE_CASE   :Optional[int]						=  EsmFoldConfig(**SCREAMING_SNAKE_CASE__							)
                   __SCREAMING_SNAKE_CASE   :Optional[int]						=  esmfold_config
                   if vocab_list is None:
                         logger.warning('''No vocab_list supplied for folding model, assuming the ESM-2 vocabulary!'''							)
                         __SCREAMING_SNAKE_CASE   :str						=  get_default_vocab_list()
                   else:
                         __SCREAMING_SNAKE_CASE   :int						=  vocab_list
             else:
                   __SCREAMING_SNAKE_CASE   :Tuple						=  None
                   __SCREAMING_SNAKE_CASE   :Any						=  None
             if self.esmfold_config is not None and getattr(self.esmfold_config		,'''use_esm_attn_map'''		,SCREAMING_SNAKE_CASE__							):
                   raise ValueError('''The HuggingFace port of ESMFold does not support use_esm_attn_map at this time!'''							)




       def     _UpperCamelCase     (						self							)			->      Optional[int]:





             """simple docstring"""






             __SCREAMING_SNAKE_CASE   :int						=  super().to_dict()
             if isinstance(self.esmfold_config		,SCREAMING_SNAKE_CASE__							):
                   __SCREAMING_SNAKE_CASE   :int						=  self.esmfold_config.to_dict()
             return output






@dataclass
class 					_SCREAMING_SNAKE_CASE:
       SCREAMING_SNAKE_CASE_   :      str							=  None
       SCREAMING_SNAKE_CASE_   :      bool							=  True
       SCREAMING_SNAKE_CASE_   :      bool							=  False
       SCREAMING_SNAKE_CASE_   :      bool							=  False
       SCREAMING_SNAKE_CASE_   :      bool							=  False
       SCREAMING_SNAKE_CASE_   :      float							=  0

       SCREAMING_SNAKE_CASE_   :      bool							=  True
       SCREAMING_SNAKE_CASE_   :      bool							=  False

       SCREAMING_SNAKE_CASE_   :      int							=  128
       SCREAMING_SNAKE_CASE_   :      "TrunkConfig"							=  None




       def     _UpperCamelCase     (						self							)			->      Optional[Any]:





             """simple docstring"""






             if self.trunk is None:
                   __SCREAMING_SNAKE_CASE   :Optional[Any]						=  TrunkConfig()
             elif isinstance(self.trunk		,SCREAMING_SNAKE_CASE__							):
                   __SCREAMING_SNAKE_CASE   :Tuple						=  TrunkConfig(**self.trunk							)




       def     _UpperCamelCase     (						self							)			->      str:





             """simple docstring"""






             __SCREAMING_SNAKE_CASE   :Optional[int]						=  asdict(self							)
             __SCREAMING_SNAKE_CASE   :int						=  self.trunk.to_dict()
             return output






@dataclass
class 					_SCREAMING_SNAKE_CASE:
       SCREAMING_SNAKE_CASE_   :      int							=  48
       SCREAMING_SNAKE_CASE_   :      int							=  1024
       SCREAMING_SNAKE_CASE_   :      int							=  128
       SCREAMING_SNAKE_CASE_   :      int							=  32
       SCREAMING_SNAKE_CASE_   :      int							=  32
       SCREAMING_SNAKE_CASE_   :      int							=  32
       SCREAMING_SNAKE_CASE_   :      float							=  0
       SCREAMING_SNAKE_CASE_   :      float							=  0
       SCREAMING_SNAKE_CASE_   :      bool							=  False
       SCREAMING_SNAKE_CASE_   :      int							=  4
       SCREAMING_SNAKE_CASE_   :      Optional[int]							=  128
       SCREAMING_SNAKE_CASE_   :      "StructureModuleConfig"							=  None




       def     _UpperCamelCase     (						self							)			->      Optional[Any]:





             """simple docstring"""






             if self.structure_module is None:
                   __SCREAMING_SNAKE_CASE   :Optional[int]						=  StructureModuleConfig()
             elif isinstance(self.structure_module		,SCREAMING_SNAKE_CASE__							):
                   __SCREAMING_SNAKE_CASE   :Dict						=  StructureModuleConfig(**self.structure_module							)

             if self.max_recycles <= 0:
                   raise ValueError(f'''`max_recycles` should be positive, got {self.max_recycles}.'''							)
             if self.sequence_state_dim % self.sequence_state_dim != 0:
                   raise ValueError(
                       '''`sequence_state_dim` should be a round multiple of `sequence_state_dim`, got'''
                       f''' {self.sequence_state_dim} and {self.sequence_state_dim}.'''							)
             if self.pairwise_state_dim % self.pairwise_state_dim != 0:
                   raise ValueError(
                       '''`pairwise_state_dim` should be a round multiple of `pairwise_state_dim`, got'''
                       f''' {self.pairwise_state_dim} and {self.pairwise_state_dim}.'''							)

             __SCREAMING_SNAKE_CASE   :Optional[Any]						=  self.sequence_state_dim // self.sequence_head_width
             __SCREAMING_SNAKE_CASE   :str						=  self.pairwise_state_dim // self.pairwise_head_width

             if self.sequence_state_dim != sequence_num_heads * self.sequence_head_width:
                   raise ValueError(
                       '''`sequence_state_dim` should be equal to `sequence_num_heads * sequence_head_width, got'''
                       f''' {self.sequence_state_dim} != {sequence_num_heads} * {self.sequence_head_width}.'''							)
             if self.pairwise_state_dim != pairwise_num_heads * self.pairwise_head_width:
                   raise ValueError(
                       '''`pairwise_state_dim` should be equal to `pairwise_num_heads * pairwise_head_width, got'''
                       f''' {self.pairwise_state_dim} != {pairwise_num_heads} * {self.pairwise_head_width}.'''							)
             if self.pairwise_state_dim % 2 != 0:
                   raise ValueError(f'''`pairwise_state_dim` should be even, got {self.pairwise_state_dim}.'''							)

             if self.dropout >= 0.4:
                   raise ValueError(f'''`dropout` should not be greater than 0.4, got {self.dropout}.'''							)




       def     _UpperCamelCase     (						self							)			->      Tuple:





             """simple docstring"""






             __SCREAMING_SNAKE_CASE   :Any						=  asdict(self							)
             __SCREAMING_SNAKE_CASE   :Optional[int]						=  self.structure_module.to_dict()
             return output






@dataclass
class 					_SCREAMING_SNAKE_CASE:
       SCREAMING_SNAKE_CASE_   :      int							=  384
       SCREAMING_SNAKE_CASE_   :      int							=  128
       SCREAMING_SNAKE_CASE_   :      int							=  16
       SCREAMING_SNAKE_CASE_   :      int							=  128
       SCREAMING_SNAKE_CASE_   :      int							=  12
       SCREAMING_SNAKE_CASE_   :      int							=  4
       SCREAMING_SNAKE_CASE_   :      int							=  8
       SCREAMING_SNAKE_CASE_   :      float							=  0.1
       SCREAMING_SNAKE_CASE_   :      int							=  8
       SCREAMING_SNAKE_CASE_   :      int							=  1
       SCREAMING_SNAKE_CASE_   :      int							=  2
       SCREAMING_SNAKE_CASE_   :      int							=  7
       SCREAMING_SNAKE_CASE_   :      int							=  10
       SCREAMING_SNAKE_CASE_   :      float							=  1E-8
       SCREAMING_SNAKE_CASE_   :      float							=  1E5




       def     _UpperCamelCase     (						self							)			->      Dict:





             """simple docstring"""






             return asdict(self							)




def      __lowerCamelCase   (							)			->      Any:
      return (
          "<cls>",
          "<pad>",
          "<eos>",
          "<unk>",
          "L",
          "A",
          "G",
          "V",
          "S",
          "E",
          "R",
          "T",
          "I",
          "D",
          "P",
          "K",
          "Q",
          "N",
          "F",
          "Y",
          "M",
          "H",
          "W",
          "C",
          "X",
          "B",
          "U",
          "Z",
          "O",
          ".",
          "-",
          "<null_1>",
          "<mask>",
      )






"""simple docstring"""
def      __lowerCamelCase   (							a_     :		list							)			->      list:

      if len(a_							) < 2:
            return collection

      def circle_sort_util(a_     :		list ,   a_     :		int ,   a_     :		int							) -> bool:
            __SCREAMING_SNAKE_CASE   :int						=  False

            if low == high:
                  return swapped

            __SCREAMING_SNAKE_CASE   :int						=  low
            __SCREAMING_SNAKE_CASE   :Tuple						=  high

            while left < right:
                  if collection[left] > collection[right]:
                        __SCREAMING_SNAKE_CASE				,__SCREAMING_SNAKE_CASE   :str						=  (
                            collection[right],
                            collection[left],
                        )
                        __SCREAMING_SNAKE_CASE   :Optional[int]						=  True

                  left += 1
                  right -= 1

            if left == right and collection[left] > collection[right + 1]:
                  __SCREAMING_SNAKE_CASE				,__SCREAMING_SNAKE_CASE   :Tuple						=  (
                      collection[right + 1],
                      collection[left],
                  )

                  __SCREAMING_SNAKE_CASE   :Tuple						=  True

            __SCREAMING_SNAKE_CASE   :int						=  low + int((high - low) / 2							)
            __SCREAMING_SNAKE_CASE   :int						=  circle_sort_util(a_ ,   a_ ,   a_							)
            __SCREAMING_SNAKE_CASE   :Union[str, Any]						=  circle_sort_util(a_ ,   mid + 1 ,   a_							)

            return swapped or left_swap or right_swap

      __SCREAMING_SNAKE_CASE   :Optional[Any]						=  True

      while is_not_sorted is True:
            __SCREAMING_SNAKE_CASE   :Tuple						=  circle_sort_util(a_ ,   0 ,   len(a_							) - 1							)

      return collection


if __name__ == "__main__":
  lowerCamelCase_								=		input("Enter numbers separated by a comma:\n").strip()
  lowerCamelCase_								=		[int(item) for item in user_input.split(",")]
  print(circle_sort(unsorted))