


'''simple docstring'''
import json
import os
import unittest

from transformers import CLIPTokenizer, CLIPTokenizerFast
from transformers.models.clip.tokenization_clip import VOCAB_FILES_NAMES
from transformers.testing_utils import require_ftfy, require_tokenizers

from ...test_tokenization_common import TokenizerTesterMixin

@require_tokenizers
class     _lowerCamelCase       (     snake_case_     ,		unittest.TestCase					):




 '''simple docstring'''
 __lowercase					:		int     				=    CLIPTokenizer
 __lowercase					:		str     				=    CLIPTokenizerFast
 __lowercase					:		List[Any]     				=    True
 __lowercase					:		List[Any]     				=    {}
 __lowercase					:		List[str]     				=    False


 def 			snake_case__ (   self    ):

  """simple docstring"""







  super().setUp()

  # fmt: off
  __A	:		int	  =      ['l', 'o', 'w', 'e', 'r', 's', 't', 'i', 'd', 'n', 'lo', 'l</w>', 'w</w>', 'r</w>', 't</w>', 'low</w>', 'er</w>', 'lowest</w>', 'newer</w>', 'wider', '<unk>', '<|startoftext|>', '<|endoftext|>']
  # fmt: on
  __A	:		Optional[int]	  =      dict(zip(__lowercase   ,   range(len(__lowercase    )    )    )    )
  __A	:		Optional[Any]	  =      ['#version: 0.2', 'l o', 'lo w</w>', 'e r</w>']
  __A	:		Tuple	  =      {'unk_token': '<unk>'}

  __A	:		Tuple	  =      os.path.join(self.tmpdirname   ,   VOCAB_FILES_NAMES['vocab_file']    )
  __A	:		Any	  =      os.path.join(self.tmpdirname   ,   VOCAB_FILES_NAMES['merges_file']    )
  with open(self.vocab_file   ,   'w'   ,   encoding='utf-8'    ) as fp:
   fp.write(json.dumps(__lowercase    ) + '\n'    )
  with open(self.merges_file   ,   'w'   ,   encoding='utf-8'    ) as fp:
   fp.write('\n'.join(__lowercase    )    )


 def 			snake_case__ (   self   ,   **__lowercase    ):

  """simple docstring"""







  kwargs.update(self.special_tokens_map    )
  return CLIPTokenizer.from_pretrained(self.tmpdirname   ,   **__lowercase    )


 def 			snake_case__ (   self   ,   **__lowercase    ):

  """simple docstring"""







  kwargs.update(self.special_tokens_map    )
  return CLIPTokenizerFast.from_pretrained(self.tmpdirname   ,   **__lowercase    )


 def 			snake_case__ (   self   ,   __lowercase    ):

  """simple docstring"""







  __A	:		Union[str, Any]	  =      'lower newer'
  __A	:		Any	  =      'lower newer'
  return input_text, output_text


 def 			snake_case__ (   self    ):

  """simple docstring"""







  __A	:		int	  =      CLIPTokenizer(self.vocab_file   ,   self.merges_file   ,   **self.special_tokens_map    )
  __A	:		int	  =      'lower newer'
  __A	:		Optional[int]	  =      ['lo', 'w', 'er</w>', 'n', 'e', 'w', 'er</w>']
  __A	:		Tuple	  =      tokenizer.tokenize(__lowercase    )
  self.assertListEqual(__lowercase   ,   __lowercase    )

  __A	:		List[Any]	  =      tokens + [tokenizer.unk_token]
  __A	:		Union[str, Any]	  =      [10, 2, 16, 9, 3, 2, 16, 20]
  self.assertListEqual(tokenizer.convert_tokens_to_ids(__lowercase    )   ,   __lowercase    )


 @require_ftfy
 def 			snake_case__ (   self    ):

  """simple docstring"""







  for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
   with self.subTest(F"""{tokenizer.__class__.__name__} ({pretrained_name})"""    ):
    __A	:		Optional[int]	  =      self.tokenizer_class.from_pretrained(__lowercase   ,   **__lowercase    )
    __A	:		Union[str, Any]	  =      self.rust_tokenizer_class.from_pretrained(__lowercase   ,   **__lowercase    )

    __A	:		Dict	  =      'A\n\'ll 11p223RF☆ho!!to?\'d\'d\'\'d of a cat to-$\'\'d.'
    __A	:		Any	  =      tokenizer_s.tokenize(__lowercase    )
    __A	:		int	  =      tokenizer_r.tokenize(__lowercase    )

    self.assertListEqual(__lowercase   ,   __lowercase    )

    # Test that the tokenization is identical on an example containing a character (Latin Small Letter A
    # with Tilde) encoded in 2 different ways
    __A	:		Optional[Any]	  =      'xa\u0303y' + ' ' + 'x\xe3y'
    __A	:		List[Any]	  =      tokenizer_s.tokenize(__lowercase    )
    __A	:		List[str]	  =      tokenizer_r.tokenize(__lowercase    )

    self.assertListEqual(__lowercase   ,   __lowercase    )

    # Test that the tokenization is identical on unicode of space type
    __A	:		str	  =      [
        '\u0009',  # (horizontal tab, '\t')
        '\u000B',  # (vertical tab)
        '\u000C',  # (form feed)
        '\u0020',  # (space, ' ')
        '\u200E',  # (left-to-right mark):w
        '\u200F',  # (right-to-left mark)
    ]
    for unicode_seq in spaces_unicodes:
     __A	:		int	  =      tokenizer_s.tokenize(__lowercase    )
     __A	:		List[Any]	  =      tokenizer_r.tokenize(__lowercase    )

     self.assertListEqual(__lowercase   ,   __lowercase    )

    # Test that the tokenization is identical on unicode of line break type
    __A	:		Optional[Any]	  =      [
        '\u000A',  # (line feed, '\n')
        '\r\n',  # (carriage return and line feed, '\r\n')
        '\u000D',  # (carriage return, '\r')
        '\r',  # (carriage return, '\r')
        '\u000D',  # (carriage return, '\r')
        '\u2028',  # (line separator)
        '\u2029',  # (paragraph separator)
        # "\u0085", # (next line)
    ]

    # The tokenization is not identical for the character "\u0085" (next line). The slow version using ftfy transforms
    # it into the Horizontal Ellipsis character "…" ("\u2026") while the fast version transforms it into a
    # space (and thus into an empty list).

    for unicode_seq in line_break_unicodes:
     __A	:		Tuple	  =      tokenizer_s.tokenize(__lowercase    )
     __A	:		Optional[Any]	  =      tokenizer_r.tokenize(__lowercase    )

     self.assertListEqual(__lowercase   ,   __lowercase    )


 def 			snake_case__ (   self    ):

  """simple docstring"""







  for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
   with self.subTest(F"""{tokenizer.__class__.__name__} ({pretrained_name})"""    ):
    __A	:		Any	  =      'hello'  # `hello` is a token in the vocabulary of `pretrained_name`
    __A	:		Dict	  =      F"""{text_of_1_token} {text_of_1_token}"""

    __A	:		int	  =      self.rust_tokenizer_class.from_pretrained(
        __lowercase   ,   use_fast=__lowercase   ,   )
    __A	:		str	  =      tokenizer_r(__lowercase   ,   return_offsets_mapping=__lowercase   ,   add_special_tokens=__lowercase    )
    self.assertEqual(encoding.offset_mapping[0]   ,   (0, len(__lowercase    ))    )
    self.assertEqual(
        encoding.offset_mapping[1]   ,   (len(__lowercase    ) + 1, len(__lowercase    ) + 1 + len(__lowercase    ))   ,   )

    __A	:		List[str]	  =      F""" {text}"""

    __A	:		str	  =      self.rust_tokenizer_class.from_pretrained(
        __lowercase   ,   use_fast=__lowercase   ,   )
    __A	:		List[str]	  =      tokenizer_r(__lowercase   ,   return_offsets_mapping=__lowercase   ,   add_special_tokens=__lowercase    )
    self.assertEqual(encoding.offset_mapping[0]   ,   (1, 1 + len(__lowercase    ))    )
    self.assertEqual(
        encoding.offset_mapping[1]   ,   (1 + len(__lowercase    ) + 1, 1 + len(__lowercase    ) + 1 + len(__lowercase    ))   ,   )


 def 			snake_case__ (   self    ):

  """simple docstring"""







  with self.assertRaises(__lowercase    ) as context:
   self.rust_tokenizer_class.from_pretrained('robot-test/old-clip-tokenizer'    )

  self.assertTrue(
      context.exception.args[0].startswith(
          'The `backend_tokenizer` provided does not match the expected format.'    )    )


 @require_ftfy
 def 			snake_case__ (   self    ):

  """simple docstring"""







  super().test_tokenization_python_rust_equals()







 def 			snake_case__ (   self    ):

  """simple docstring"""







  pass










'''simple docstring'''
from __future__ import annotations

import math
import random
from typing import Any

class     _lowerCamelCase       :




 '''simple docstring'''


 def __init__(   self    ):

  """simple docstring"""







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


 def 			snake_case__ (   self    ):

  """simple docstring"""







  return self.head == self.tail


 def 			snake_case__ (   self   ,   __lowercase    ):

  """simple docstring"""







  self.data.append(__lowercase    )
  __A	:		Any	  =      self.tail + 1


 def 			snake_case__ (   self    ):

  """simple docstring"""







  __A	:		Any	  =      self.data[self.head]
  __A	:		Union[str, Any]	  =      self.head + 1
  return ret


 def 			snake_case__ (   self    ):

  """simple docstring"""







  return self.tail - self.head







 def 			snake_case__ (   self    ):

  """simple docstring"""







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


class     _lowerCamelCase       :




 '''simple docstring'''


 def __init__(   self   ,   __lowercase    ):

  """simple docstring"""







  __A	:		Any	  =      data
  __A	:		MyNode | None	  =      None
  __A	:		MyNode | None	  =      None
  __A	:		int	  =      1


 def 			snake_case__ (   self    ):

  """simple docstring"""







  return self.data


 def 			snake_case__ (   self    ):

  """simple docstring"""







  return self.left


 def 			snake_case__ (   self    ):

  """simple docstring"""







  return self.right


 def 			snake_case__ (   self    ):

  """simple docstring"""







  return self.height


 def 			snake_case__ (   self   ,   __lowercase    ):

  """simple docstring"""







  __A	:		Dict	  =      data


 def 			snake_case__ (   self   ,   __lowercase    ):

  """simple docstring"""







  __A	:		int	  =      node


 def 			snake_case__ (   self   ,   __lowercase    ):

  """simple docstring"""







  __A	:		Tuple	  =      node







 def 			snake_case__ (   self   ,   __lowercase    ):

  """simple docstring"""







  __A	:		Optional[Any]	  =      height


def       _lowercase							(					UpperCamelCase__							:       MyNode | None      ):
 if node is None:
  return 0
 return node.get_height()


def       _lowercase							(					UpperCamelCase__							:       int,					UpperCamelCase__							:       int      ):
 if a > b:
  return a
 return b


def       _lowercase							(					UpperCamelCase__							:       MyNode      ):
 print('left rotation node:',					node.get_data()      )
 __A	:		Optional[Any]	  =      node.get_left()
 assert ret is not None
 node.set_left(ret.get_right()      )
 ret.set_right(UpperCamelCase__      )
 __A	:		Tuple	  =      my_max(get_height(node.get_right()      ),					get_height(node.get_left()      )      ) + 1
 node.set_height(UpperCamelCase__      )
 __A	:		Optional[Any]	  =      my_max(get_height(ret.get_right()      ),					get_height(ret.get_left()      )      ) + 1
 ret.set_height(UpperCamelCase__      )
 return ret


def       _lowercase							(					UpperCamelCase__							:       MyNode      ):
 print('right rotation node:',					node.get_data()      )
 __A	:		Optional[Any]	  =      node.get_right()
 assert ret is not None
 node.set_right(ret.get_left()      )
 ret.set_left(UpperCamelCase__      )
 __A	:		List[str]	  =      my_max(get_height(node.get_right()      ),					get_height(node.get_left()      )      ) + 1
 node.set_height(UpperCamelCase__      )
 __A	:		Any	  =      my_max(get_height(ret.get_right()      ),					get_height(ret.get_left()      )      ) + 1
 ret.set_height(UpperCamelCase__      )
 return ret


def       _lowercase							(					UpperCamelCase__							:       MyNode      ):
 __A	:		Dict	  =      node.get_left()
 assert left_child is not None
 node.set_left(left_rotation(UpperCamelCase__      )      )
 return right_rotation(UpperCamelCase__      )


def       _lowercase							(					UpperCamelCase__							:       MyNode      ):
 __A	:		Tuple	  =      node.get_right()
 assert right_child is not None
 node.set_right(right_rotation(UpperCamelCase__      )      )
 return left_rotation(UpperCamelCase__      )


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


def       _lowercase							(					UpperCamelCase__							:       MyNode      ):
 while True:
  __A	:		str	  =      root.get_right()
  if right_child is None:
   break
  __A	:		Union[str, Any]	  =      right_child
 return root.get_data()


def       _lowercase							(					UpperCamelCase__							:       MyNode      ):
 while True:
  __A	:		Union[str, Any]	  =      root.get_left()
  if left_child is None:
   break
  __A	:		int	  =      left_child
 return root.get_data()


def       _lowercase							(					UpperCamelCase__							:       MyNode,					UpperCamelCase__							:       Any      ):
 __A	:		List[Any]	  =      root.get_left()
 __A	:		int	  =      root.get_right()
 if root.get_data() == data:
  if left_child is not None and right_child is not None:
   __A	:		List[Any]	  =      get_left_most(UpperCamelCase__      )
   root.set_data(UpperCamelCase__      )
   root.set_right(del_node(UpperCamelCase__,					UpperCamelCase__      )      )
  elif left_child is not None:
   __A	:		Tuple	  =      left_child
  elif right_child is not None:
   __A	:		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(UpperCamelCase__,					UpperCamelCase__      )      )
 else:  # root.get_data() < data
  if right_child is None:
   return root
  else:
   root.set_right(del_node(UpperCamelCase__,					UpperCamelCase__      )      )

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

class     _lowerCamelCase       :




 '''simple docstring'''


 def __init__(   self    ):

  """simple docstring"""







  __A	:		MyNode | None	  =      None


 def 			snake_case__ (   self    ):

  """simple docstring"""







  return get_height(self.root    )


 def 			snake_case__ (   self   ,   __lowercase    ):

  """simple docstring"""







  print('insert:' + str(__lowercase    )    )
  __A	:		Optional[int]	  =      insert_node(self.root   ,   __lowercase    )


 def 			snake_case__ (   self   ,   __lowercase    ):

  """simple docstring"""







  print('delete:' + str(__lowercase    )    )
  if self.root is None:
   print('Tree is empty!'    )
   return
  __A	:		List[Any]	  =      del_node(self.root   ,   __lowercase    )







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

  """simple docstring"""







  __A	:		Union[str, Any]	  =      ''
  __A	:		Optional[Any]	  =      MyQueue()
  q.push(self.root    )
  __A	:		Tuple	  =      self.get_height()
  if layer == 0:
   return output
  __A	:		List[Any]	  =      0
  while not q.is_empty():
   __A	:		Union[str, Any]	  =      q.pop()
   __A	:		Any	  =      ' ' * 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
   __A	:		Optional[int]	  =      cnt + 1
   for i in range(100    ):
    if cnt == math.pow(2   ,   __lowercase    ) - 1:
     __A	:		Optional[int]	  =      layer - 1
     if layer == 0:
      output += "\n*************************************"
      return output
     output += "\n"
     break
  output += "\n*************************************"
  return output


def       _lowercase							(					):
 import doctest

 doctest.testmod()


if __name__ == "__main__":
 _test()
 UpperCAmelCase_			:  Optional[Any]										=   AVLtree()
 UpperCAmelCase_			:  Dict										=   list(range(1_0))
 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))






