

def      UpperCAmelCase__							(     _A :					Dict      , _A :					List[Any]      , _A :					List[Any]				):





  '''simple docstring'''







  a__    =index
  a__    =2 * index + 1
  a__    =2 * index + 2
  if left_index < heap_size and unsorted[left_index] > unsorted[largest]:
    a__    =left_index

  if right_index < heap_size and unsorted[right_index] > unsorted[largest]:
    a__    =right_index

  if largest != index:
    a__, a__    =unsorted[index], unsorted[largest]
    heapify(_A      , _A      , _A				)




def      UpperCAmelCase__							(     _A :					List[str]				):





  '''simple docstring'''







  a__    =len(_A				)
  for i in range(n // 2 - 1      , -1      , -1				):
    heapify(_A      , _A      , _A				)
  for i in range(n - 1      , 0      , -1				):
    a__, a__    =unsorted[i], unsorted[0]
    heapify(_A      , 0      , _A				)
  return unsorted


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



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


lowerCamelCase 	=   logging.get_logger(__name__)

lowerCamelCase 	=   {
    '''uw-madison/yoso-4096''': '''https://huggingface.co/uw-madison/yoso-4096/resolve/main/config.json''',
    # See all YOSO models at https://huggingface.co/models?filter=yoso
}







class 		__magic_name__     (				lowerCamelCase__				):

   '''simple docstring'''




   lowerCamelCase__					:      Tuple        =  'yoso'



   def __init__(							self,       lowercase_=50265,       lowercase_=768,       lowercase_=12,       lowercase_=12,       lowercase_=3072,       lowercase_="gelu",       lowercase_=0.1,       lowercase_=0.1,       lowercase_=4096,       lowercase_=1,       lowercase_=0.02,       lowercase_=1E-12,       lowercase_="absolute",       lowercase_=True,       lowercase_=9,       lowercase_=64,       lowercase_=None,       lowercase_=True,       lowercase_=True,       lowercase_=1,       lowercase_=0,       lowercase_=2,       **lowercase_,       )				->       List[str]:






     """simple docstring"""






     super().__init__(pad_token_id=lowercase_,       bos_token_id=lowercase_,       eos_token_id=lowercase_,       **lowercase_			)

     a__    =vocab_size
     a__    =max_position_embeddings
     a__    =hidden_size
     a__    =num_hidden_layers
     a__    =num_attention_heads
     a__    =intermediate_size
     a__    =hidden_act
     a__    =hidden_dropout_prob
     a__    =attention_probs_dropout_prob
     a__    =initializer_range
     a__    =type_vocab_size
     a__    =layer_norm_eps
     a__    =position_embedding_type
     a__    =use_expectation
     a__    =hash_code_len
     a__    =num_hash
     a__    =conv_window
     a__    =use_fast_hash
     a__    =lsh_backward
