



from __future__ import annotations

import queue





class 		UpperCAmelCase						:





   def __init__(	self       ,     _lowerCAmelCase			):
         _lowerCAmelCase 			=  data
         _lowerCAmelCase 			=  None
         _lowerCAmelCase 			=  None






def 							UpperCAmelCase__		(				)->TreeNode:
      print('''\n********Press N to stop entering at any point of time********\n'''				)
      _lowerCAmelCase 			=  input('''Enter the value of the root node: '''				).strip().lower()
      _lowerCAmelCase 			=  queue.Queue()
      _lowerCAmelCase 			=  TreeNode(int(_SCREAMING_SNAKE_CASE				)				)
      q.put(_SCREAMING_SNAKE_CASE				)
      while not q.empty():
            _lowerCAmelCase 			=  q.get()
            _lowerCAmelCase 			=  f'''Enter the left node of {node_found.data}: '''
            _lowerCAmelCase 			=  input(_SCREAMING_SNAKE_CASE				).strip().lower() or '''n'''
            if check == "n":
                  return tree_node
            _lowerCAmelCase 			=  TreeNode(int(_SCREAMING_SNAKE_CASE				)				)
            _lowerCAmelCase 			=  left_node
            q.put(_SCREAMING_SNAKE_CASE				)
            _lowerCAmelCase 			=  f'''Enter the right node of {node_found.data}: '''
            _lowerCAmelCase 			=  input(_SCREAMING_SNAKE_CASE				).strip().lower() or '''n'''
            if check == "n":
                  return tree_node
            _lowerCAmelCase 			=  TreeNode(int(_SCREAMING_SNAKE_CASE				)				)
            _lowerCAmelCase 			=  right_node
            q.put(_SCREAMING_SNAKE_CASE				)
      raise
def 							UpperCAmelCase__		(				_SCREAMING_SNAKE_CASE   :	TreeNode				)->None:
      if not isinstance(_SCREAMING_SNAKE_CASE     ,				_SCREAMING_SNAKE_CASE				) or not node:
            return
      print(node.data     ,				end=''','''				)
      pre_order(node.left				)
      pre_order(node.right				)
def 							UpperCAmelCase__		(				_SCREAMING_SNAKE_CASE   :	TreeNode				)->None:
      if not isinstance(_SCREAMING_SNAKE_CASE     ,				_SCREAMING_SNAKE_CASE				) or not node:
            return
      in_order(node.left				)
      print(node.data     ,				end=''','''				)
      in_order(node.right				)
def 							UpperCAmelCase__		(				_SCREAMING_SNAKE_CASE   :	TreeNode				)->None:
      if not isinstance(_SCREAMING_SNAKE_CASE     ,				_SCREAMING_SNAKE_CASE				) or not node:
            return
      post_order(node.left				)
      post_order(node.right				)
      print(node.data     ,				end=''','''				)
def 							UpperCAmelCase__		(				_SCREAMING_SNAKE_CASE   :	TreeNode				)->None:
      if not isinstance(_SCREAMING_SNAKE_CASE     ,				_SCREAMING_SNAKE_CASE				) or not node:
            return
      _lowerCAmelCase 			=  queue.Queue()
      q.put(_SCREAMING_SNAKE_CASE				)
      while not q.empty():
            _lowerCAmelCase 			=  q.get()
            print(node_dequeued.data     ,				end=''','''				)
            if node_dequeued.left:
                  q.put(node_dequeued.left				)
            if node_dequeued.right:
                  q.put(node_dequeued.right				)
def 							UpperCAmelCase__		(				_SCREAMING_SNAKE_CASE   :	TreeNode				)->None:
      if not isinstance(_SCREAMING_SNAKE_CASE     ,				_SCREAMING_SNAKE_CASE				) or not node:
            return
      _lowerCAmelCase 			=  queue.Queue()
      q.put(_SCREAMING_SNAKE_CASE				)
      while not q.empty():
            _lowerCAmelCase 			=  []
            while not q.empty():
                  _lowerCAmelCase 			=  q.get()
                  print(node_dequeued.data     ,				end=''','''				)
                  if node_dequeued.left:
                        list_.append(node_dequeued.left				)
                  if node_dequeued.right:
                        list_.append(node_dequeued.right				)
            print()
            for node in list_:
                  q.put(_SCREAMING_SNAKE_CASE				)
def 							UpperCAmelCase__		(				_SCREAMING_SNAKE_CASE   :	TreeNode				)->None:
      if not isinstance(_SCREAMING_SNAKE_CASE     ,				_SCREAMING_SNAKE_CASE				) or not node:
            return
      _lowerCAmelCase 			=  []
      _lowerCAmelCase 			=  node
      while n or stack:
            while n:  # start from root node, find its left child
                  print(n.data     ,				end=''','''				)
                  stack.append(_SCREAMING_SNAKE_CASE				)
                  _lowerCAmelCase 			=  n.left
            # end of while means current node doesn't have left child
            _lowerCAmelCase 			=  stack.pop()
            # start to traverse its right child
            _lowerCAmelCase 			=  n.right
def 							UpperCAmelCase__		(				_SCREAMING_SNAKE_CASE   :	TreeNode				)->None:
      if not isinstance(_SCREAMING_SNAKE_CASE     ,				_SCREAMING_SNAKE_CASE				) or not node:
            return
      _lowerCAmelCase 			=  []
      _lowerCAmelCase 			=  node
      while n or stack:
            while n:
                  stack.append(_SCREAMING_SNAKE_CASE				)
                  _lowerCAmelCase 			=  n.left
            _lowerCAmelCase 			=  stack.pop()
            print(n.data     ,				end=''','''				)
            _lowerCAmelCase 			=  n.right
def 							UpperCAmelCase__		(				_SCREAMING_SNAKE_CASE   :	TreeNode				)->None:
      if not isinstance(_SCREAMING_SNAKE_CASE     ,				_SCREAMING_SNAKE_CASE				) or not node:
            return
      _lowerCAmelCase			,   _lowerCAmelCase 			=  [], []
      _lowerCAmelCase 			=  node
      stacka.append(_SCREAMING_SNAKE_CASE				)
      while stacka:  # to find the reversed order of post order, store it in stack2
            _lowerCAmelCase 			=  stacka.pop()
            if n.left:
                  stacka.append(n.left				)
            if n.right:
                  stacka.append(n.right				)
            stacka.append(_SCREAMING_SNAKE_CASE				)
      while stacka:  # pop up from stack2 will be the post order
            print(stacka.pop().data     ,				end=''','''				)
def 							UpperCAmelCase__		(				_SCREAMING_SNAKE_CASE   :	str = ""     ,				_SCREAMING_SNAKE_CASE   :	Optional[Any]=5_0     ,				_SCREAMING_SNAKE_CASE   :	Optional[int]="*"				)->str:
      if not s:
            return "\n" + width * char
      _lowerCAmelCase			,   _lowerCAmelCase 			=  divmod(width - len(_SCREAMING_SNAKE_CASE				) - 2     ,				2				)
      return f'''{left * char} {s} {(left + extra) * char}'''


if __name__ == "__main__":
    import doctest

    doctest.testmod()
    print(prompt("Binary Tree Traversals"))

    UpperCAmelCase_									=							build_tree()
    print(prompt("Pre Order Traversal"))
    pre_order(node)
    print(prompt() + "\n")

    print(prompt("In Order Traversal"))
    in_order(node)
    print(prompt() + "\n")

    print(prompt("Post Order Traversal"))
    post_order(node)
    print(prompt() + "\n")

    print(prompt("Level Order Traversal"))
    level_order(node)
    print(prompt() + "\n")

    print(prompt("Actual Level Order Traversal"))
    level_order_actual(node)
    print("*" * 5_0 + "\n")

    print(prompt("Pre Order Traversal - Iteration Version"))
    pre_order_iter(node)
    print(prompt() + "\n")

    print(prompt("In Order Traversal - Iteration Version"))
    in_order_iter(node)
    print(prompt() + "\n")

    print(prompt("Post Order Traversal - Iteration Version"))
    post_order_iter(node)
    print(prompt())




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





class 		UpperCAmelCase						(						snake_case_				):
   SCREAMING_SNAKE_CASE__							=     '''ClapFeatureExtractor'''
   SCREAMING_SNAKE_CASE__							=     ('''RobertaTokenizer''', '''RobertaTokenizerFast''')





   def __init__(	self       ,     _lowerCAmelCase       ,     _lowerCAmelCase			):
         super().__init__(_lowerCAmelCase       ,     _lowerCAmelCase			)





   def __call__(	self       ,     _lowerCAmelCase=None       ,     _lowerCAmelCase=None       ,     _lowerCAmelCase=None       ,     **_lowerCAmelCase			):
         _lowerCAmelCase 			=  kwargs.pop('''sampling_rate'''       ,     _lowerCAmelCase			)

         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:
               _lowerCAmelCase 			=  self.tokenizer(_lowerCAmelCase       ,     return_tensors=_lowerCAmelCase       ,     **_lowerCAmelCase			)

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

         if text is not None and audios is not None:
               _lowerCAmelCase 			=  audio_features.input_features
               return encoding
         elif text is not None:
               return encoding
         else:
               return BatchEncoding(data=dict(**_lowerCAmelCase			)       ,     tensor_type=_lowerCAmelCase			)





   def 	__lowerCAmelCase							(	self       ,     *_lowerCAmelCase       ,     **_lowerCAmelCase			):
         return self.tokenizer.batch_decode(*_lowerCAmelCase       ,     **_lowerCAmelCase			)





   def 	__lowerCAmelCase							(	self       ,     *_lowerCAmelCase       ,     **_lowerCAmelCase			):
         return self.tokenizer.decode(*_lowerCAmelCase       ,     **_lowerCAmelCase			)





   @property
   def 	__lowerCAmelCase							(	self			):
         _lowerCAmelCase 			=  self.tokenizer.model_input_names
         _lowerCAmelCase 			=  self.feature_extractor.model_input_names
         return list(dict.fromkeys(tokenizer_input_names + feature_extractor_input_names			)			)