



class     lowerCAmelCase_		:
       def __init__(      self,      SCREAMING_SNAKE_CASE_,      SCREAMING_SNAKE_CASE_	)					->		Optional[Any]:
          UpperCamelCase   :  Optional[int]						     =     name
          UpperCamelCase   :  Optional[int]						     =     val
       def __str__(      self	)					->		Any:
          return F"""{self.__class__.__name__}({self.name}, {self.val})"""






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






class     lowerCAmelCase_		:
       def __init__(      self,      SCREAMING_SNAKE_CASE_	)					->		Tuple:
          UpperCamelCase   :  Any						     =     {}
          UpperCamelCase   :  List[Any]						     =     {}
          UpperCamelCase   :  str						     =     self.build_heap(SCREAMING_SNAKE_CASE_	)
       def __getitem__(      self,      SCREAMING_SNAKE_CASE_	)					->		List[str]:
          return self.get_value(SCREAMING_SNAKE_CASE_	)
       def  snake_case_	(      self,      SCREAMING_SNAKE_CASE_	)					->		Optional[Any]:
          return (idx - 1) // 2
       def  snake_case_	(      self,      SCREAMING_SNAKE_CASE_	)					->		Tuple:
          return idx * 2 + 1
       def  snake_case_	(      self,      SCREAMING_SNAKE_CASE_	)					->		Any:
          return idx * 2 + 2
       def  snake_case_	(      self,      SCREAMING_SNAKE_CASE_	)					->		List[Any]:
          return self.heap_dict[key]
       def  snake_case_	(      self,      SCREAMING_SNAKE_CASE_	)					->		Dict:
          UpperCamelCase   :  Dict						     =     len(SCREAMING_SNAKE_CASE_	) - 1
          UpperCamelCase   :  str						     =     self.get_parent_idx(SCREAMING_SNAKE_CASE_	)

          for idx, i in enumerate(SCREAMING_SNAKE_CASE_	):
             UpperCamelCase   :  Any						     =     idx
             UpperCamelCase   :  Tuple						     =     i.val

          for i in range(SCREAMING_SNAKE_CASE_,      -1,      -1	):
             self.sift_down(SCREAMING_SNAKE_CASE_,      SCREAMING_SNAKE_CASE_	)
          return array
       def  snake_case_	(      self,      SCREAMING_SNAKE_CASE_,      SCREAMING_SNAKE_CASE_	)					->		Optional[Any]:
          while True:
             UpperCamelCase   :  List[str]						     =     self.get_left_child_idx(SCREAMING_SNAKE_CASE_	)  # noqa: E741
             UpperCamelCase   :  Optional[Any]						     =     self.get_right_child_idx(SCREAMING_SNAKE_CASE_	)

             UpperCamelCase   :  Any						     =     idx
             if l < len(SCREAMING_SNAKE_CASE_	) and array[l] < array[idx]:
                UpperCamelCase   :  Any						     =     l
             if r < len(SCREAMING_SNAKE_CASE_	) and array[r] < array[smallest]:
                UpperCamelCase   :  List[str]						     =     r

             if smallest != idx:
                UpperCamelCase   :  List[str]						     =     array[smallest], array[idx]
                (
                    UpperCamelCase					
                )   :  Dict						     =     (
                    self.idx_of_element[array[smallest]],
                    self.idx_of_element[array[idx]],
                )
                UpperCamelCase   :  int						     =     smallest
             else:
                break
       def  snake_case_	(      self,      SCREAMING_SNAKE_CASE_	)					->		Optional[int]:
          UpperCamelCase   :  List[str]						     =     self.get_parent_idx(SCREAMING_SNAKE_CASE_	)
          while p >= 0 and self.heap[p] > self.heap[idx]:
             UpperCamelCase   :  Any						     =     self.heap[idx], self.heap[p]
             UpperCamelCase   :  Any						     =     (
                 self.idx_of_element[self.heap[idx]],
                 self.idx_of_element[self.heap[p]],
             )
             UpperCamelCase   :  str						     =     p
             UpperCamelCase   :  Union[str, Any]						     =     self.get_parent_idx(SCREAMING_SNAKE_CASE_	)
       def  snake_case_	(      self	)					->		Any:
          return self.heap[0]
       def  snake_case_	(      self	)					->		List[Any]:
          UpperCamelCase   :  List[str]						     =     self.heap[-1], self.heap[0]
          UpperCamelCase   :  Any						     =     (
              self.idx_of_element[self.heap[-1]],
              self.idx_of_element[self.heap[0]],
          )

          UpperCamelCase   :  Dict						     =     self.heap.pop()
          del self.idx_of_element[x]
          self.sift_down(0,      self.heap	)
          return x
       def  snake_case_	(      self,      SCREAMING_SNAKE_CASE_	)					->		Optional[Any]:
          self.heap.append(SCREAMING_SNAKE_CASE_	)
          UpperCamelCase   :  Optional[int]						     =     len(self.heap	) - 1
          UpperCamelCase   :  Optional[Any]						     =     node.val
          self.sift_up(len(self.heap	) - 1	)
       def  snake_case_	(      self	)					->		int:
          return len(self.heap	) == 0






       def  snake_case_	(      self,      SCREAMING_SNAKE_CASE_,      SCREAMING_SNAKE_CASE_	)					->		Tuple:
          assert (
              self.heap[self.idx_of_element[node]].val > new_value
          ), "newValue must be less that current value"
          UpperCamelCase   :  Optional[int]						     =     new_value
          UpperCamelCase   :  List[Any]						     =     new_value
          self.sift_up(self.idx_of_element[node]	)






__UpperCAmelCase	       =	Node('''R''', -1)
__UpperCAmelCase	       =	Node('''B''', 6)
__UpperCAmelCase	       =	Node('''A''', 3)
__UpperCAmelCase	       =	Node('''X''', 1)
__UpperCAmelCase	       =	Node('''E''', 4)

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

# Generating Min-Heap from array
__UpperCAmelCase	       =	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()








from collections import OrderedDict
from typing import Mapping

from ...configuration_utils import PretrainedConfig
from ...onnx import OnnxConfig
from ...utils import logging


__UpperCAmelCase	       =	logging.get_logger(__name__)

__UpperCAmelCase	       =	{
    '''facebook/data2vec-text-base''': '''https://huggingface.co/data2vec/resolve/main/config.json''',
}



class     lowerCAmelCase_		(  a__							):
       UpperCAmelCase__    : int       					=  "data2vec-text"
       def __init__(      self,      SCREAMING_SNAKE_CASE_=3_0522,      SCREAMING_SNAKE_CASE_=768,      SCREAMING_SNAKE_CASE_=12,      SCREAMING_SNAKE_CASE_=12,      SCREAMING_SNAKE_CASE_=3072,      SCREAMING_SNAKE_CASE_="gelu",      SCREAMING_SNAKE_CASE_=0.1,      SCREAMING_SNAKE_CASE_=0.1,      SCREAMING_SNAKE_CASE_=512,      SCREAMING_SNAKE_CASE_=2,      SCREAMING_SNAKE_CASE_=0.02,      SCREAMING_SNAKE_CASE_=1e-12,      SCREAMING_SNAKE_CASE_=1,      SCREAMING_SNAKE_CASE_=0,      SCREAMING_SNAKE_CASE_=2,      SCREAMING_SNAKE_CASE_="absolute",      SCREAMING_SNAKE_CASE_=True,      SCREAMING_SNAKE_CASE_=None,      **SCREAMING_SNAKE_CASE_,      )					->		Optional[int]:
          super().__init__(pad_token_id=SCREAMING_SNAKE_CASE_,      bos_token_id=SCREAMING_SNAKE_CASE_,      eos_token_id=SCREAMING_SNAKE_CASE_,      **SCREAMING_SNAKE_CASE_	)

          UpperCamelCase   :  Optional[int]						     =     vocab_size
          UpperCamelCase   :  Tuple						     =     hidden_size
          UpperCamelCase   :  int						     =     num_hidden_layers
          UpperCamelCase   :  Dict						     =     num_attention_heads
          UpperCamelCase   :  str						     =     hidden_act
          UpperCamelCase   :  List[str]						     =     intermediate_size
          UpperCamelCase   :  Optional[int]						     =     hidden_dropout_prob
          UpperCamelCase   :  Dict						     =     attention_probs_dropout_prob
          UpperCamelCase   :  int						     =     max_position_embeddings
          UpperCamelCase   :  List[str]						     =     type_vocab_size
          UpperCamelCase   :  List[Any]						     =     initializer_range
          UpperCamelCase   :  List[str]						     =     layer_norm_eps
          UpperCamelCase   :  List[str]						     =     position_embedding_type
          UpperCamelCase   :  Any						     =     use_cache
          UpperCamelCase   :  Any						     =     classifier_dropout






class     lowerCAmelCase_		(  a__							):
       @property
       def  snake_case_	(      self	)					->		Mapping[str, Mapping[int, str]]:
          if self.task == "multiple-choice":
             UpperCamelCase   :  List[Any]						     =     {0: 'batch', 1: 'choice', 2: 'sequence'}
          else:
             UpperCamelCase   :  int						     =     {0: 'batch', 1: 'sequence'}
          return OrderedDict(
              [
                  ('input_ids', dynamic_axis),
                  ('attention_mask', dynamic_axis),
              ]	)



