




class  _lowerCamelCase						:

      """simple docstring"""

      def __init__(     self					: List[str] ,       snake_case					: List[str] ,       snake_case					: Optional[Any]				):
          __UpperCamelCase  		=						name
          __UpperCamelCase  		=						val







      def __str__(     self					: List[Any]				):
          return F"{self.__class__.__name__}({self.name}, {self.val})"







      def __lt__(     self					: List[str] ,       snake_case					: Tuple				):
          return self.val < other.val







class  _lowerCamelCase						:

      """simple docstring"""

      def __init__(     self					: str ,       snake_case					: Optional[int]				):
          __UpperCamelCase  		=						{}
          __UpperCamelCase  		=						{}
          __UpperCamelCase  		=						self.build_heap(snake_case				)







      def __getitem__(     self					: List[str] ,       snake_case					: Tuple				):
          return self.get_value(snake_case				)







      def       snake_case	(     self					: List[Any] ,       snake_case					: str				):
          return (idx - 1) // 2







      def       snake_case	(     self					: List[str] ,       snake_case					: Any				):
          return idx * 2 + 1







      def       snake_case	(     self					: Union[str, Any] ,       snake_case					: Optional[int]				):
          return idx * 2 + 2







      def       snake_case	(     self					: str ,       snake_case					: Any				):
          return self.heap_dict[key]







      def       snake_case	(     self					: List[Any] ,       snake_case					: Union[str, Any]				):
          __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       snake_case	(     self					: Dict ,       snake_case					: Tuple ,       snake_case					: Optional[int]				):
          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       snake_case	(     self					: List[Any] ,       snake_case					: Optional[Any]				):
          __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       snake_case	(     self					: Optional[int]				):
          return self.heap[0]







      def       snake_case	(     self					: Any				):
          __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       snake_case	(     self					: List[Any] ,       snake_case					: List[str]				):
          self.heap.append(snake_case				)
          __UpperCamelCase  		=						len(self.heap				) - 1
          __UpperCamelCase  		=						node.val
          self.sift_up(len(self.heap				) - 1				)







      def       snake_case	(     self					: Dict				):
          return len(self.heap				) == 0







      def       snake_case	(     self					: Union[str, Any] ,       snake_case					: str ,       snake_case					: List[Any]				):
          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_   		=     Node("R", -1)
a_   		=     Node("B", 6)
a_   		=     Node("A", 3)
a_   		=     Node("X", 1)
a_   		=     Node("E", 4)

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

# Generating Min-Heap from array
a_   		=     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


a_   		=     logging.get_logger(__name__)

a_   		=     {
    "google/bigbird-roberta-base": "https://huggingface.co/google/bigbird-roberta-base/resolve/main/config.json",
    "google/bigbird-roberta-large": "https://huggingface.co/google/bigbird-roberta-large/resolve/main/config.json",
    "google/bigbird-base-trivia-itc": "https://huggingface.co/google/bigbird-base-trivia-itc/resolve/main/config.json",
    # See all BigBird models at https://huggingface.co/models?filter=big_bird
}

class  _lowerCamelCase						(			_SCREAMING_SNAKE_CASE   ):

      """simple docstring"""

      lowerCAmelCase__			: str    =					"big_bird"







      def __init__(     self					: str ,       snake_case					: Optional[Any]=50358 ,       snake_case					: Union[str, Any]=768 ,       snake_case					: Dict=12 ,       snake_case					: List[Any]=12 ,       snake_case					: Tuple=3072 ,       snake_case					: Tuple="gelu_new" ,       snake_case					: Dict=0.1 ,       snake_case					: Any=0.1 ,       snake_case					: List[Any]=4096 ,       snake_case					: Union[str, Any]=2 ,       snake_case					: Union[str, Any]=0.02 ,       snake_case					: Union[str, Any]=1E-12 ,       snake_case					: List[Any]=True ,       snake_case					: List[Any]=0 ,       snake_case					: int=1 ,       snake_case					: int=2 ,       snake_case					: Any=66 ,       snake_case					: str="block_sparse" ,       snake_case					: Any=True ,       snake_case					: Tuple=False ,       snake_case					: List[Any]=64 ,       snake_case					: Dict=3 ,       snake_case					: Union[str, Any]=None ,       **snake_case					: Any ,       ):
          super().__init__(
              pad_token_id=snake_case ,       bos_token_id=snake_case ,       eos_token_id=snake_case ,       sep_token_id=snake_case ,       **snake_case ,       )

          __UpperCamelCase  		=						vocab_size
          __UpperCamelCase  		=						max_position_embeddings
          __UpperCamelCase  		=						hidden_size
          __UpperCamelCase  		=						num_hidden_layers
          __UpperCamelCase  		=						num_attention_heads
          __UpperCamelCase  		=						intermediate_size
          __UpperCamelCase  		=						hidden_act
          __UpperCamelCase  		=						hidden_dropout_prob
          __UpperCamelCase  		=						attention_probs_dropout_prob
          __UpperCamelCase  		=						initializer_range
          __UpperCamelCase  		=						type_vocab_size
          __UpperCamelCase  		=						layer_norm_eps
          __UpperCamelCase  		=						use_cache

          __UpperCamelCase  		=						rescale_embeddings
          __UpperCamelCase  		=						attention_type
          __UpperCamelCase  		=						use_bias
          __UpperCamelCase  		=						block_size
          __UpperCamelCase  		=						num_random_blocks
          __UpperCamelCase  		=						classifier_dropout







class  _lowerCamelCase						(			_SCREAMING_SNAKE_CASE   ):

      """simple docstring"""

      @property
      def       snake_case	(     self					: int				):
          if self.task == "multiple-choice":
              __UpperCamelCase  		=						{0: '''batch''', 1: '''choice''', 2: '''sequence'''}
          else:
              __UpperCamelCase  		=						{0: '''batch''', 1: '''sequence'''}
          return OrderedDict(
              [
                  ('''input_ids''', dynamic_axis),
                  ('''attention_mask''', dynamic_axis),
              ]				)






