






"""simple docstring"""





class    __lowerCamelCase    :

   def __init__(					self ,				snake_case_ ,				snake_case_      )		->       Union[str, Any]:
         UpperCamelCase__         =    name
         UpperCamelCase__         =    val

   def __str__(					self      )		->       Any:
         return F'{self.__class__.__name__}({self.name}, {self.val})'







   def __lt__(					self ,				snake_case_      )		->       List[Any]:
         return self.val < other.val







class    __lowerCamelCase    :

   def __init__(					self ,				snake_case_      )		->       Optional[Any]:
         UpperCamelCase__         =    {}
         UpperCamelCase__         =    {}
         UpperCamelCase__         =    self.build_heap(snake_case_      )

   def __getitem__(					self ,				snake_case_      )		->       Optional[Any]:
         return self.get_value(snake_case_      )

   def 						SCREAMING_SNAKE_CASE__ (					self ,				snake_case_      )		->       Union[str, Any]:
         return (idx - 1) // 2

   def 						SCREAMING_SNAKE_CASE__ (					self ,				snake_case_      )		->       str:
         return idx * 2 + 1

   def 						SCREAMING_SNAKE_CASE__ (					self ,				snake_case_      )		->       Union[str, Any]:
         return idx * 2 + 2

   def 						SCREAMING_SNAKE_CASE__ (					self ,				snake_case_      )		->       Optional[Any]:
         return self.heap_dict[key]

   def 						SCREAMING_SNAKE_CASE__ (					self ,				snake_case_      )		->       str:
         UpperCamelCase__         =    len(snake_case_      ) - 1
         UpperCamelCase__         =    self.get_parent_idx(snake_case_      )

         for idx, i in enumerate(snake_case_      ):
               UpperCamelCase__         =    idx
               UpperCamelCase__         =    i.val

         for i in range(snake_case_ ,				-1 ,				-1      ):
               self.sift_down(snake_case_ ,				snake_case_      )
         return array

   def 						SCREAMING_SNAKE_CASE__ (					self ,				snake_case_ ,				snake_case_      )		->       Any:
         while True:
               UpperCamelCase__         =    self.get_left_child_idx(snake_case_      )  # noqa: E741
               UpperCamelCase__         =    self.get_right_child_idx(snake_case_      )

               UpperCamelCase__         =    idx
               if l < len(snake_case_      ) and array[l] < array[idx]:
                     UpperCamelCase__         =    l
               if r < len(snake_case_      ) and array[r] < array[smallest]:
                     UpperCamelCase__         =    r

               if smallest != idx:
                     UpperCamelCase__       ,						UpperCamelCase__         =    array[smallest], array[idx]
                     (
                         (
                         UpperCamelCase__						
                     )       ,						(
                         UpperCamelCase__						
                     )       ,												
                     )         =    (
                         self.idx_of_element[array[smallest]],
                         self.idx_of_element[array[idx]],
                     )
                     UpperCamelCase__         =    smallest
               else:
                     break

   def 						SCREAMING_SNAKE_CASE__ (					self ,				snake_case_      )		->       str:
         UpperCamelCase__         =    self.get_parent_idx(snake_case_      )
         while p >= 0 and self.heap[p] > self.heap[idx]:
               UpperCamelCase__       ,						UpperCamelCase__         =    self.heap[idx], self.heap[p]
               UpperCamelCase__       ,						UpperCamelCase__         =    (
                   self.idx_of_element[self.heap[idx]],
                   self.idx_of_element[self.heap[p]],
               )
               UpperCamelCase__         =    p
               UpperCamelCase__         =    self.get_parent_idx(snake_case_      )

   def 						SCREAMING_SNAKE_CASE__ (					self      )		->       Dict:
         return self.heap[0]

   def 						SCREAMING_SNAKE_CASE__ (					self      )		->       int:
         UpperCamelCase__       ,						UpperCamelCase__         =    self.heap[-1], self.heap[0]
         UpperCamelCase__       ,						UpperCamelCase__         =    (
             self.idx_of_element[self.heap[-1]],
             self.idx_of_element[self.heap[0]],
         )

         UpperCamelCase__         =    self.heap.pop()
         del self.idx_of_element[x]
         self.sift_down(0 ,				self.heap      )
         return x

   def 						SCREAMING_SNAKE_CASE__ (					self ,				snake_case_      )		->       Optional[int]:
         self.heap.append(snake_case_      )
         UpperCamelCase__         =    len(self.heap      ) - 1
         UpperCamelCase__         =    node.val
         self.sift_up(len(self.heap      ) - 1      )

   def 						SCREAMING_SNAKE_CASE__ (					self      )		->       Union[str, Any]:
         return len(self.heap      ) == 0







   def 						SCREAMING_SNAKE_CASE__ (					self ,				snake_case_ ,				snake_case_      )		->       Tuple:
         assert (
             self.heap[self.idx_of_element[node]].val > new_value
         ), "newValue must be less that current value"
         UpperCamelCase__         =    new_value
         UpperCamelCase__         =    new_value
         self.sift_up(self.idx_of_element[node]      )







A__					: Any=	Node("""R""", -1)
A__					: Any=	Node("""B""", 6)
A__					: Optional[int]=	Node("""A""", 3)
A__					: List[str]=	Node("""X""", 1)
A__					: int=	Node("""E""", 4)

# Use one of these two ways to generate Min-Heap

# Generating Min-Heap from array
A__					: str=	MinHeap([r, b, a, x, e])

# Generating Min-Heap by Insert method
# myMinHeap.insert(a)
# myMinHeap.insert(b)
# myMinHeap.insert(x)
# myMinHeap.insert(r)
# myMinHeap.insert(e)

# Before
print("""Min Heap - before decrease key""")
for i in my_min_heap.heap:
  print(i)

print("""Min Heap - After decrease key of node [B -> -17]""")
my_min_heap.decrease_key(b, -17)

# After
for i in my_min_heap.heap:
  print(i)

if __name__ == "__main__":
  import doctest

  doctest.testmod()












"""simple docstring"""





from argparse import ArgumentParser

from . import BaseTransformersCLICommand







def   lowerCAmelCase_( SCREAMING_SNAKE_CASE					)					->	Dict:
    """simple docstring"""

    return DownloadCommand(args.model ,	args.cache_dir ,	args.force ,	args.trust_remote_code					)





class    __lowerCamelCase    (  _a  ):

   @staticmethod
   def 						SCREAMING_SNAKE_CASE__ (					snake_case_      )		->       Union[str, Any]:
       UpperCamelCase__         =    parser.add_parser('download'      )
       download_parser.add_argument(
           '--cache-dir' ,				type=snake_case_ ,				default=snake_case_ ,				help='Path to location to store the models'      )
       download_parser.add_argument(
           '--force' ,				action='store_true' ,				help='Force the model to be download even if already in cache-dir'      )
       download_parser.add_argument(
           '--trust-remote-code' ,				action='store_true' ,				help='Whether or not to allow for custom models defined on the Hub in their own modeling files. Use only if you\'ve reviewed the code as it will execute on your local machine' ,				)
       download_parser.add_argument('model' ,				type=snake_case_ ,				help='Name of the model to download'      )
       download_parser.set_defaults(func=snake_case_      )

   def __init__(					self ,				snake_case_ ,				snake_case_ ,				snake_case_ ,				snake_case_      )		->       str:
       UpperCamelCase__         =    model
       UpperCamelCase__         =    cache
       UpperCamelCase__         =    force
       UpperCamelCase__         =    trust_remote_code







   def 						SCREAMING_SNAKE_CASE__ (					self      )		->       List[Any]:
       from ..models.auto import AutoModel, AutoTokenizer

       AutoModel.from_pretrained(
           self._model ,				cache_dir=self._cache ,				force_download=self._force ,				trust_remote_code=self._trust_remote_code      )
       AutoTokenizer.from_pretrained(
           self._model ,				cache_dir=self._cache ,				force_download=self._force ,				trust_remote_code=self._trust_remote_code      )




