

class  _lowerCAmelCase  :







 """simple docstring"""







 def __init__(      self							:      List[Any], UpperCAmelCase__							:      str = "", UpperCAmelCase__							:      bool = False     ):
    __lowercase								=						{}

    # A node will be a leaf if the tree contains its word
    __lowercase								=						is_leaf

    __lowercase								=						prefix


 def  _lowercase			(      self							:      List[Any], UpperCAmelCase__							:      str     ):
    __lowercase								=						0
    for q, w in zip(self.prefix, snake_case__     ):
       if q != w:
          break

       x += 1

    return self.prefix[:x], self.prefix[x:], word[x:]


 def  _lowercase			(      self							:      Tuple, UpperCAmelCase__							:      list[str]     ):


    for word in words:
       self.insert(snake_case__     )


 def  _lowercase			(      self							:      Union[str, Any], UpperCAmelCase__							:      str     ):


    if self.prefix == word:
       __lowercase								=						True

    # Case 2: The node has no edges that have a prefix to the word
    # Solution: We create an edge from the current node to a new one
    # containing the word
    elif word[0] not in self.nodes:
       __lowercase								=						RadixNode(prefix=snake_case__, is_leaf=snake_case__     )

    else:
       __lowercase								=						self.nodes[word[0]]
       __lowercase								=						incoming_node.match(
           snake_case__     )

       # Case 3: The node prefix is equal to the matching
       # Solution: We insert remaining word on the next node
       if remaining_prefix == "":
          self.nodes[matching_string[0]].insert(snake_case__     )

       # Case 4: The word is greater equal to the matching
       # Solution: Create a node in between both nodes, change
       # prefixes and add the new node for the remaining word
       else:
          __lowercase								=						remaining_prefix

          __lowercase								=						self.nodes[matching_string[0]]
          __lowercase								=						RadixNode(snake_case__, snake_case__     )
          __lowercase								=						aux_node

          if remaining_word == "":
             __lowercase								=						True
          else:
             self.nodes[matching_string[0]].insert(snake_case__     )


 def  _lowercase			(      self							:      Any, UpperCAmelCase__							:      str     ):
    __lowercase								=						self.nodes.get(word[0], snake_case__     )
    if not incoming_node:
       return False
    else:
       __lowercase								=						incoming_node.match(
           snake_case__     )
       # If there is remaining prefix, the word can't be on the tree
       if remaining_prefix != "":
          return False
       # This applies when the word and the prefix are equal
       elif remaining_word == "":
          return incoming_node.is_leaf
       # We have word remaining so we check the next node
       else:
          return incoming_node.find(snake_case__     )


 def  _lowercase			(      self							:      Optional[int], UpperCAmelCase__							:      str     ):
    __lowercase								=						self.nodes.get(word[0], snake_case__     )
    if not incoming_node:
       return False
    else:
       __lowercase								=						incoming_node.match(
           snake_case__     )
       # If there is remaining prefix, the word can't be on the tree
       if remaining_prefix != "":
          return False
       # We have word remaining so we check the next node
       elif remaining_word != "":
          return incoming_node.delete(snake_case__     )
       else:
          # If it is not a leaf, we don't have to delete
          if not incoming_node.is_leaf:
             return False
          else:
             # We delete the nodes if no edges go from it
             if len(incoming_node.nodes     ) == 0:
                del self.nodes[word[0]]
                # We merge the current node with its only child
                if len(self.nodes     ) == 1 and not self.is_leaf:
                   __lowercase								=						list(self.nodes.values()     )[0]
                   __lowercase								=						merging_node.is_leaf
                   self.prefix += merging_node.prefix
                   __lowercase								=						merging_node.nodes
                    # If there is more than 1 edge, we just mark it as non-leaf
             elif len(incoming_node.nodes     ) > 1:
                __lowercase								=						False
             # If there is 1 edge, we merge it with its child
             else:
                __lowercase								=						list(incoming_node.nodes.values()     )[0]
                __lowercase								=						merging_node.is_leaf
                incoming_node.prefix += merging_node.prefix
                __lowercase								=						merging_node.nodes

             return True



 def  _lowercase			(      self							:      str, UpperCAmelCase__							:      int = 0     ):


    if self.prefix != "":
       print("-" * height, self.prefix, "  (leaf)" if self.is_leaf else ""     )

    for value in self.nodes.values():
       value.print_tree(height + 1     )







def   _A  (  )     ->						Any:
   '''simple docstring'''


   __lowercase								=						"banana bananas bandana band apple all beast".split()
   __lowercase								=						RadixNode()
   root.insert_many(__lowerCamelCase)

   assert all(root.find(__lowerCamelCase) for word in words)
   assert not root.find("bandanas")
   assert not root.find("apps")
   root.delete("all")
   assert not root.find("all")
   root.delete("banana")
   assert not root.find("banana")
   assert root.find("bananas")

   return True




def   _A  (  )     ->						int:
   '''simple docstring'''


   assert test_trie()




def   _A  (  )     ->						Dict:
   '''simple docstring'''


   __lowercase								=						RadixNode()
   __lowercase								=						"banana bananas bandanas bandana band apple all beast".split()
   root.insert_many(__lowerCamelCase)

   print("Words:",      __lowerCamelCase)
   print("Tree:")
   root.print_tree()


if __name__ == "__main__":
   main()







"""simple docstring"""





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


_a							=							logging.get_logger(__name__)

_a							=							{
    'MIT/ast-finetuned-audioset-10-10-0.4593': (
        'https://huggingface.co/MIT/ast-finetuned-audioset-10-10-0.4593/resolve/main/config.json'
    ),
}




class  _lowerCAmelCase  (     lowercase       ):







 """simple docstring"""







 __UpperCAmelCase     : Any       		=     "audio-spectrogram-transformer"


 def __init__(      self							:      Optional[Any], UpperCAmelCase__							:      Dict=7_6_8, UpperCAmelCase__							:      Optional[Any]=1_2, UpperCAmelCase__							:      Optional[int]=1_2, UpperCAmelCase__							:      List[str]=3_0_7_2, UpperCAmelCase__							:      List[str]="gelu", UpperCAmelCase__							:      Dict=0.0, UpperCAmelCase__							:      str=0.0, UpperCAmelCase__							:      Any=0.02, UpperCAmelCase__							:      Any=1E-12, UpperCAmelCase__							:      Dict=1_6, UpperCAmelCase__							:      Optional[int]=True, UpperCAmelCase__							:      Union[str, Any]=1_0, UpperCAmelCase__							:      List[Any]=1_0, UpperCAmelCase__							:      Optional[int]=1_0_2_4, UpperCAmelCase__							:      List[str]=1_2_8, **UpperCAmelCase__							:      List[Any], ):
    super().__init__(**UpperCAmelCase__     )

    __lowercase								=						hidden_size
    __lowercase								=						num_hidden_layers
    __lowercase								=						num_attention_heads
    __lowercase								=						intermediate_size
    __lowercase								=						hidden_act
    __lowercase								=						hidden_dropout_prob
    __lowercase								=						attention_probs_dropout_prob
    __lowercase								=						initializer_range
    __lowercase								=						layer_norm_eps
    __lowercase								=						patch_size
    __lowercase								=						qkv_bias
    __lowercase								=						frequency_stride
    __lowercase								=						time_stride
    __lowercase								=						max_length
    __lowercase								=						num_mel_bins




