



'''simple docstring'''





from __future__ import annotations

import math
import random
from typing import Any






class 					lowerCamelCase_    :
  """simple docstring"""




  def __init__( self      :	Optional[Any]   )					->					None:
    __lowerCamelCase       :       list[Any]           = []
    __lowerCamelCase       :       int           = 0
    __lowerCamelCase       :       int           = 0




  def 						_lowercase     ( self      :	Any   )					->					bool:
    return self.head == self.tail




  def 						_lowercase     ( self      :	List[Any]			,	_a      :	Any   )					->					None:
    self.data.append(_a   )
    __lowerCamelCase       :       str           = self.tail + 1




  def 						_lowercase     ( self      :	Optional[Any]   )					->					Any:
    __lowerCamelCase       :       List[str]           = self.data[self.head]
    __lowerCamelCase       :       str           = self.head + 1
    return ret




  def 						_lowercase     ( self      :	List[str]   )					->					int:
    return self.tail - self.head




  def 						_lowercase     ( self      :	int   )					->					None:
    print(self.data   )
    print('**************'   )
    print(self.data[self.head : self.tail]   )






class 					lowerCamelCase_    :
  """simple docstring"""




  def __init__( self      :	str			,	_a      :	Any   )					->					None:
    __lowerCamelCase       :       List[str]           = data
    __lowerCamelCase       :       MyNode | None           = None
    __lowerCamelCase       :       MyNode | None           = None
    __lowerCamelCase       :       int           = 1




  def 						_lowercase     ( self      :	Tuple   )					->					Any:
    return self.data




  def 						_lowercase     ( self      :	Optional[Any]   )					->					MyNode | None:
    return self.left




  def 						_lowercase     ( self      :	List[str]   )					->					MyNode | None:
    return self.right




  def 						_lowercase     ( self      :	Union[str, Any]   )					->					int:
    return self.height




  def 						_lowercase     ( self      :	Tuple			,	_a      :	Any   )					->					None:
    __lowerCamelCase       :       List[Any]           = data




  def 						_lowercase     ( self      :	Union[str, Any]			,	_a      :	MyNode | None   )					->					None:
    __lowerCamelCase       :       int           = node




  def 						_lowercase     ( self      :	str			,	_a      :	MyNode | None   )					->					None:
    __lowerCamelCase       :       Optional[int]           = node




  def 						_lowercase     ( self      :	Dict			,	_a      :	int   )					->					None:
    __lowerCamelCase       :       List[Any]           = height




def        a_     (							_lowerCAmelCase       )      ->      int:
  if node is None:
    return 0
  return node.get_height()

def        a_     (							_lowerCAmelCase       ,_lowerCAmelCase       )      ->      int:
  if a > b:
    return a
  return b

def        a_     (							_lowerCAmelCase       )      ->      MyNode:
  print('left rotation node:'       ,node.get_data()       )
  __lowerCamelCase       :       int           = node.get_left()
  assert ret is not None
  node.set_left(ret.get_right()       )
  ret.set_right(_lowerCAmelCase       )
  __lowerCamelCase       :       str           = my_max(get_height(node.get_right()       )       ,get_height(node.get_left()       )       ) + 1
  node.set_height(_lowerCAmelCase       )
  __lowerCamelCase       :       Tuple           = my_max(get_height(ret.get_right()       )       ,get_height(ret.get_left()       )       ) + 1
  ret.set_height(_lowerCAmelCase       )
  return ret

def        a_     (							_lowerCAmelCase       )      ->      MyNode:
  print('right rotation node:'       ,node.get_data()       )
  __lowerCamelCase       :       Union[str, Any]           = node.get_right()
  assert ret is not None
  node.set_right(ret.get_left()       )
  ret.set_left(_lowerCAmelCase       )
  __lowerCamelCase       :       Union[str, Any]           = my_max(get_height(node.get_right()       )       ,get_height(node.get_left()       )       ) + 1
  node.set_height(_lowerCAmelCase       )
  __lowerCamelCase       :       Union[str, Any]           = my_max(get_height(ret.get_right()       )       ,get_height(ret.get_left()       )       ) + 1
  ret.set_height(_lowerCAmelCase       )
  return ret

def        a_     (							_lowerCAmelCase       )      ->      MyNode:
  __lowerCamelCase       :       str           = node.get_left()
  assert left_child is not None
  node.set_left(left_rotation(_lowerCAmelCase       )       )
  return right_rotation(_lowerCAmelCase       )

def        a_     (							_lowerCAmelCase       )      ->      MyNode:
  __lowerCamelCase       :       List[str]           = node.get_right()
  assert right_child is not None
  node.set_right(right_rotation(_lowerCAmelCase       )       )
  return left_rotation(_lowerCAmelCase       )

def        a_     (							_lowerCAmelCase       ,_lowerCAmelCase       )      ->      MyNode | None:
  if node is None:
    return MyNode(_lowerCAmelCase       )
  if data < node.get_data():
    node.set_left(insert_node(node.get_left()       ,_lowerCAmelCase       )       )
    if (
        get_height(node.get_left()       ) - get_height(node.get_right()       ) == 2
    ):  # an unbalance detected
      __lowerCamelCase       :       Dict           = 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
        __lowerCamelCase       :       int           = right_rotation(_lowerCAmelCase       )
      else:
        __lowerCamelCase       :       Tuple           = lr_rotation(_lowerCAmelCase       )
  else:
    node.set_right(insert_node(node.get_right()       ,_lowerCAmelCase       )       )
    if get_height(node.get_right()       ) - get_height(node.get_left()       ) == 2:
      __lowerCamelCase       :       List[str]           = node.get_right()
      assert right_child is not None
      if data < right_child.get_data():
        __lowerCamelCase       :       int           = rl_rotation(_lowerCAmelCase       )
      else:
        __lowerCamelCase       :       Tuple           = left_rotation(_lowerCAmelCase       )
  __lowerCamelCase       :       Optional[Any]           = my_max(get_height(node.get_right()       )       ,get_height(node.get_left()       )       ) + 1
  node.set_height(_lowerCAmelCase       )
  return node

def        a_     (							_lowerCAmelCase       )      ->      Any:
  while True:
    __lowerCamelCase       :       str           = root.get_right()
    if right_child is None:
      break
    __lowerCamelCase       :       int           = right_child
  return root.get_data()

def        a_     (							_lowerCAmelCase       )      ->      Any:
  while True:
    __lowerCamelCase       :       str           = root.get_left()
    if left_child is None:
      break
    __lowerCamelCase       :       Optional[int]           = left_child
  return root.get_data()

def        a_     (							_lowerCAmelCase       ,_lowerCAmelCase       )      ->      MyNode | None:
  __lowerCamelCase       :       str           = root.get_left()
  __lowerCamelCase       :       Tuple           = root.get_right()
  if root.get_data() == data:
    if left_child is not None and right_child is not None:
      __lowerCamelCase       :       Optional[Any]           = get_left_most(_lowerCAmelCase       )
      root.set_data(_lowerCAmelCase       )
      root.set_right(del_node(_lowerCAmelCase       ,_lowerCAmelCase       )       )
    elif left_child is not None:
      __lowerCamelCase       :       List[Any]           = left_child
    elif right_child is not None:
      __lowerCamelCase       :       List[str]           = 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(_lowerCAmelCase       ,_lowerCAmelCase       )       )
  else:  # root.get_data() < data
    if right_child is None:
      return root
    else:
      root.set_right(del_node(_lowerCAmelCase       ,_lowerCAmelCase       )       )

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






class 					lowerCamelCase_    :
  """simple docstring"""




  def __init__( self      :	Any   )					->					None:
    __lowerCamelCase       :       MyNode | None           = None




  def 						_lowercase     ( self      :	Dict   )					->					int:
    return get_height(self.root   )




  def 						_lowercase     ( self      :	Tuple			,	_a      :	Any   )					->					None:
    print('insert:' + str(_a   )   )
    __lowerCamelCase       :       Dict           = insert_node(self.root			,	_a   )




  def 						_lowercase     ( self      :	List[Any]			,	_a      :	Any   )					->					None:
    print('delete:' + str(_a   )   )
    if self.root is None:
      print('Tree is empty!'   )
      return
    __lowerCamelCase       :       int           = del_node(self.root			,	_a   )




  def __str__( self      :	List[Any]			,	)					->					str:  # a level traversale, gives a more intuitive look on the tree
    __lowerCamelCase       :       Optional[int]           = ''
    __lowerCamelCase       :       Optional[Any]           = MyQueue()
    q.push(self.root   )
    __lowerCamelCase       :       str           = self.get_height()
    if layer == 0:
      return output
    __lowerCamelCase       :       Union[str, Any]           = 0
    while not q.is_empty():
      __lowerCamelCase       :       List[Any]           = q.pop()
      __lowerCamelCase       :       List[Any]           = ' ' * int(math.pow(2			,	layer - 1   )   )
      output += space
      if node is None:
        output += "*"
        q.push(_a   )
        q.push(_a   )
      else:
        output += str(node.get_data()   )
        q.push(node.get_left()   )
        q.push(node.get_right()   )
      output += space
      __lowerCamelCase       :       Union[str, Any]           = cnt + 1
      for i in range(100   ):
        if cnt == math.pow(2			,	_a   ) - 1:
          __lowerCamelCase       :       Dict           = layer - 1
          if layer == 0:
            output += "\n*************************************"
            return output
          output += "\n"
          break
    output += "\n*************************************"
    return output




def        a_     (							)      ->      None:
  import doctest

  doctest.testmod()


if __name__ == "__main__":
   _test()
   _UpperCamelCase											=						AVLtree()
   _UpperCamelCase											=						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))











'''simple docstring'''





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											=						{
    'xlm-roberta-base': 'https://huggingface.co/xlm-roberta-base/resolve/main/config.json',
    'xlm-roberta-large': 'https://huggingface.co/xlm-roberta-large/resolve/main/config.json',
    'xlm-roberta-large-finetuned-conll02-dutch': (
        'https://huggingface.co/xlm-roberta-large-finetuned-conll02-dutch/resolve/main/config.json'
    ),
    'xlm-roberta-large-finetuned-conll02-spanish': (
        'https://huggingface.co/xlm-roberta-large-finetuned-conll02-spanish/resolve/main/config.json'
    ),
    'xlm-roberta-large-finetuned-conll03-english': (
        'https://huggingface.co/xlm-roberta-large-finetuned-conll03-english/resolve/main/config.json'
    ),
    'xlm-roberta-large-finetuned-conll03-german': (
        'https://huggingface.co/xlm-roberta-large-finetuned-conll03-german/resolve/main/config.json'
    ),
}






class 					lowerCamelCase_    (				SCREAMING_SNAKE_CASE_     ):
  """simple docstring"""




  a_												="""xlm-roberta"""




  def __init__( self      :	Any			,	_a      :	Optional[Any]=3_0522			,	_a      :	Optional[Any]=768			,	_a      :	int=12			,	_a      :	Tuple=12			,	_a      :	str=3072			,	_a      :	List[Any]="gelu"			,	_a      :	int=0.1			,	_a      :	Optional[int]=0.1			,	_a      :	Optional[int]=512			,	_a      :	List[Any]=2			,	_a      :	Optional[Any]=0.02			,	_a      :	str=1e-12			,	_a      :	str=1			,	_a      :	str=0			,	_a      :	Optional[Any]=2			,	_a      :	Optional[int]="absolute"			,	_a      :	int=True			,	_a      :	Tuple=None			,	**_a      :	Any			,	)					->					Dict:
    super().__init__(pad_token_id=_a			,	bos_token_id=_a			,	eos_token_id=_a			,	**_a   )

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






class 					lowerCamelCase_    (				SCREAMING_SNAKE_CASE_     ):
  """simple docstring"""




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






