



from __future__ import annotations

import math
import random
from typing import Any


class   snake_case_ :




       """simple docstring"""






       def __init__(     self):

             """simple docstring"""





             UpperCAmelCase_  :	list[Any]				      =		[]
             UpperCAmelCase_  :	int				      =		0
             UpperCAmelCase_  :	int				      =		0



       def  A_   (     self):

             """simple docstring"""





             return self.head == self.tail



       def  A_   (     self     ,lowercase):

             """simple docstring"""





             self.data.append(lowercase)
             UpperCAmelCase_  :	Optional[int]				      =		self.tail + 1



       def  A_   (     self):

             """simple docstring"""





             UpperCAmelCase_  :	Dict				      =		self.data[self.head]
             UpperCAmelCase_  :	List[str]				      =		self.head + 1
             return ret



       def  A_   (     self):

             """simple docstring"""





             return self.tail - self.head



       def  A_   (     self):

             """simple docstring"""





             print(self.data)
             print("**************")
             print(self.data[self.head : self.tail])


class   snake_case_ :




       """simple docstring"""






       def __init__(     self     ,lowercase):

             """simple docstring"""





             UpperCAmelCase_  :	Optional[int]				      =		data
             UpperCAmelCase_  :	MyNode | None				      =		None
             UpperCAmelCase_  :	MyNode | None				      =		None
             UpperCAmelCase_  :	int				      =		1



       def  A_   (     self):

             """simple docstring"""





             return self.data



       def  A_   (     self):

             """simple docstring"""





             return self.left



       def  A_   (     self):

             """simple docstring"""





             return self.right



       def  A_   (     self):

             """simple docstring"""





             return self.height



       def  A_   (     self     ,lowercase):

             """simple docstring"""





             UpperCAmelCase_  :	int				      =		data



       def  A_   (     self     ,lowercase):

             """simple docstring"""





             UpperCAmelCase_  :	Optional[int]				      =		node



       def  A_   (     self     ,lowercase):

             """simple docstring"""





             UpperCAmelCase_  :	int				      =		node



       def  A_   (     self     ,lowercase):

             """simple docstring"""





             UpperCAmelCase_  :	List[str]				      =		height







def    _snake_case (       __snake_case    )     ->     int:






      '''simple docstring'''







      if node is None:
            return 0
      return node.get_height()







def    _snake_case (       __snake_case					,  __snake_case    )     ->     int:






      '''simple docstring'''







      if a > b:
            return a
      return b







def    _snake_case (       __snake_case    )     ->     MyNode:






      '''simple docstring'''







      print("left rotation node:"					,  node.get_data()    )
      UpperCAmelCase_  :	str				      =		node.get_left()
      assert ret is not None
      node.set_left(ret.get_right()    )
      ret.set_right(__snake_case    )
      UpperCAmelCase_  :	Dict				      =		my_max(get_height(node.get_right()    )					,  get_height(node.get_left()    )    ) + 1
      node.set_height(__snake_case    )
      UpperCAmelCase_  :	Tuple				      =		my_max(get_height(ret.get_right()    )					,  get_height(ret.get_left()    )    ) + 1
      ret.set_height(__snake_case    )
      return ret







def    _snake_case (       __snake_case    )     ->     MyNode:






      '''simple docstring'''







      print("right rotation node:"					,  node.get_data()    )
      UpperCAmelCase_  :	int				      =		node.get_right()
      assert ret is not None
      node.set_right(ret.get_left()    )
      ret.set_left(__snake_case    )
      UpperCAmelCase_  :	List[Any]				      =		my_max(get_height(node.get_right()    )					,  get_height(node.get_left()    )    ) + 1
      node.set_height(__snake_case    )
      UpperCAmelCase_  :	Tuple				      =		my_max(get_height(ret.get_right()    )					,  get_height(ret.get_left()    )    ) + 1
      ret.set_height(__snake_case    )
      return ret







def    _snake_case (       __snake_case    )     ->     MyNode:






      '''simple docstring'''







      UpperCAmelCase_  :	List[str]				      =		node.get_left()
      assert left_child is not None
      node.set_left(left_rotation(__snake_case    )    )
      return right_rotation(__snake_case    )







def    _snake_case (       __snake_case    )     ->     MyNode:






      '''simple docstring'''







      UpperCAmelCase_  :	Union[str, Any]				      =		node.get_right()
      assert right_child is not None
      node.set_right(right_rotation(__snake_case    )    )
      return left_rotation(__snake_case    )







def    _snake_case (       __snake_case					,  __snake_case    )     ->     MyNode | None:






      '''simple docstring'''







      if node is None:
            return MyNode(__snake_case    )
      if data < node.get_data():
            node.set_left(insert_node(node.get_left()					,  __snake_case    )    )
            if (
                get_height(node.get_left()    ) - get_height(node.get_right()    ) == 2
            ):  # an unbalance detected
                  UpperCAmelCase_  :	Optional[int]				      =		node.get_left()
                  assert left_child is not None
                  if (
                      data < left_child.get_data()
                  ):  # new node is the left child of the left child
                        UpperCAmelCase_  :	Union[str, Any]				      =		right_rotation(__snake_case    )
                  else:
                        UpperCAmelCase_  :	Tuple				      =		lr_rotation(__snake_case    )
      else:
            node.set_right(insert_node(node.get_right()					,  __snake_case    )    )
            if get_height(node.get_right()    ) - get_height(node.get_left()    ) == 2:
                  UpperCAmelCase_  :	Dict				      =		node.get_right()
                  assert right_child is not None
                  if data < right_child.get_data():
                        UpperCAmelCase_  :	Union[str, Any]				      =		rl_rotation(__snake_case    )
                  else:
                        UpperCAmelCase_  :	int				      =		left_rotation(__snake_case    )
      UpperCAmelCase_  :	Optional[Any]				      =		my_max(get_height(node.get_right()    )					,  get_height(node.get_left()    )    ) + 1
      node.set_height(__snake_case    )
      return node







def    _snake_case (       __snake_case    )     ->     Any:






      '''simple docstring'''







      while True:
            UpperCAmelCase_  :	Any				      =		root.get_right()
            if right_child is None:
                  break
            UpperCAmelCase_  :	Dict				      =		right_child
      return root.get_data()







def    _snake_case (       __snake_case    )     ->     Any:






      '''simple docstring'''







      while True:
            UpperCAmelCase_  :	Any				      =		root.get_left()
            if left_child is None:
                  break
            UpperCAmelCase_  :	List[Any]				      =		left_child
      return root.get_data()







def    _snake_case (       __snake_case					,  __snake_case    )     ->     MyNode | None:






      '''simple docstring'''







      UpperCAmelCase_  :	int				      =		root.get_left()
      UpperCAmelCase_  :	int				      =		root.get_right()
      if root.get_data() == data:
            if left_child is not None and right_child is not None:
                  UpperCAmelCase_  :	Tuple				      =		get_left_most(__snake_case    )
                  root.set_data(__snake_case    )
                  root.set_right(del_node(__snake_case					,  __snake_case    )    )
            elif left_child is not None:
                  UpperCAmelCase_  :	Dict				      =		left_child
            elif right_child is not None:
                  UpperCAmelCase_  :	Optional[Any]				      =		right_child
            else:
                  return None
      elif root.get_data() > data:
            if left_child is None:
                  print("No such data"    )
                  return root
            else:
                  root.set_left(del_node(__snake_case					,  __snake_case    )    )
      else:  # root.get_data() < data
            if right_child is None:
                  return root
            else:
                  root.set_right(del_node(__snake_case					,  __snake_case    )    )

      if get_height(__snake_case    ) - get_height(__snake_case    ) == 2:
            assert right_child is not None
            if get_height(right_child.get_right()    ) > get_height(right_child.get_left()    ):
                  UpperCAmelCase_  :	Union[str, Any]				      =		left_rotation(__snake_case    )
            else:
                  UpperCAmelCase_  :	Optional[int]				      =		rl_rotation(__snake_case    )
      elif get_height(__snake_case    ) - get_height(__snake_case    ) == -2:
            assert left_child is not None
            if get_height(left_child.get_left()    ) > get_height(left_child.get_right()    ):
                  UpperCAmelCase_  :	List[Any]				      =		right_rotation(__snake_case    )
            else:
                  UpperCAmelCase_  :	Union[str, Any]				      =		lr_rotation(__snake_case    )
      UpperCAmelCase_  :	Any				      =		my_max(get_height(root.get_right()    )					,  get_height(root.get_left()    )    ) + 1
      root.set_height(__snake_case    )
      return root


class   snake_case_ :




       """simple docstring"""






       def __init__(     self):

             """simple docstring"""





             UpperCAmelCase_  :	MyNode | None				      =		None



       def  A_   (     self):

             """simple docstring"""





             return get_height(self.root)



       def  A_   (     self     ,lowercase):

             """simple docstring"""





             print("insert:" + str(lowercase))
             UpperCAmelCase_  :	int				      =		insert_node(self.root     ,lowercase)



       def  A_   (     self     ,lowercase):

             """simple docstring"""





             print("delete:" + str(lowercase))
             if self.root is None:
                   print("Tree is empty!")
                   return
             UpperCAmelCase_  :	List[str]				      =		del_node(self.root     ,lowercase)



       def __str__(     self     ,):  # a level traversale, gives a more intuitive look on the tree

             """simple docstring"""





             UpperCAmelCase_  :	Optional[int]				      =		""
             UpperCAmelCase_  :	Any				      =		MyQueue()
             q.push(self.root)
             UpperCAmelCase_  :	Union[str, Any]				      =		self.get_height()
             if layer == 0:
                   return output
             UpperCAmelCase_  :	Optional[Any]				      =		0
             while not q.is_empty():
                   UpperCAmelCase_  :	Optional[Any]				      =		q.pop()
                   UpperCAmelCase_  :	int				      =		" " * int(math.pow(2     ,layer - 1))
                   output += space
                   if node is None:
                         output += "*"
                         q.push(lowercase)
                         q.push(lowercase)
                   else:
                         output += str(node.get_data())
                         q.push(node.get_left())
                         q.push(node.get_right())
                   output += space
                   UpperCAmelCase_  :	int				      =		cnt + 1
                   for i in range(100):
                         if cnt == math.pow(2     ,lowercase) - 1:
                               UpperCAmelCase_  :	str				      =		layer - 1
                               if layer == 0:
                                     output += "\n*************************************"
                                     return output
                               output += "\n"
                               break
             output += "\n*************************************"
             return output







def    _snake_case (       )     ->     None:






      '''simple docstring'''







      import doctest

      doctest.testmod()


if __name__ == "__main__":
   _test()
   __lowerCamelCase         =			AVLtree()
   __lowerCamelCase         =			list(range(10))
   random.shuffle(lst)
   for i in lst:
      t.insert(i)
      print(str(t))
   random.shuffle(lst)
   for i in lst:
      t.del_node(i)
      print(str(t))





from ...processing_utils import ProcessorMixin
from ...tokenization_utils_base import BatchEncoding


class   snake_case_ (lowercase__  ):




       """simple docstring"""






       _lowerCamelCase			    =				"""ClapFeatureExtractor"""
       _lowerCamelCase			    =				("""RobertaTokenizer""", """RobertaTokenizerFast""")



       def __init__(     self     ,lowercase     ,lowercase):

             """simple docstring"""





             super().__init__(lowercase     ,lowercase)



       def __call__(     self     ,lowercase=None     ,lowercase=None     ,lowercase=None     ,**lowercase):

             """simple docstring"""





             UpperCAmelCase_  :	Dict				      =		kwargs.pop("sampling_rate"     ,lowercase)

             if text is None and audios is None:
                   raise ValueError("You have to specify either text or audios. Both cannot be none.")

             if text is not None:
                   UpperCAmelCase_  :	List[str]				      =		self.tokenizer(lowercase     ,return_tensors=lowercase     ,**lowercase)

             if audios is not None:
                   UpperCAmelCase_  :	str				      =		self.feature_extractor(
                       lowercase     ,sampling_rate=lowercase     ,return_tensors=lowercase     ,**lowercase)

             if text is not None and audios is not None:
                   UpperCAmelCase_  :	Optional[int]				      =		audio_features.input_features
                   return encoding
             elif text is not None:
                   return encoding
             else:
                   return BatchEncoding(data=dict(**lowercase)     ,tensor_type=lowercase)



       def  A_   (     self     ,*lowercase     ,**lowercase):

             """simple docstring"""





             return self.tokenizer.batch_decode(*lowercase     ,**lowercase)



       def  A_   (     self     ,*lowercase     ,**lowercase):

             """simple docstring"""





             return self.tokenizer.decode(*lowercase     ,**lowercase)



       @property
       def  A_   (     self):

             """simple docstring"""





             UpperCAmelCase_  :	str				      =		self.tokenizer.model_input_names
             UpperCAmelCase_  :	str				      =		self.feature_extractor.model_input_names
             return list(dict.fromkeys(tokenizer_input_names + feature_extractor_input_names))
