




"""simple docstring"""


from typing import Any






class       lowercase:







 '''simple docstring'''





 def __init__(       self:	Tuple,   a_:	Any	):




   '''simple docstring'''



   _snake_case							:	List[str]			=						data
   _snake_case							:	Dict			=						None


 def __repr__(       self:	int	):




   '''simple docstring'''



   return f"Node({self.data})"







class       lowercase:







 '''simple docstring'''





 def __init__(       self:	List[str]	):




   '''simple docstring'''



   _snake_case							:	int			=						None


 def __iter__(       self:	int	):




   '''simple docstring'''



   _snake_case							:	List[Any]			=						self.head
   while node:
     yield node.data
     _snake_case							:	Any			=						node.next


 def __len__(       self:	int	):




   '''simple docstring'''



   return sum(1 for _ in self	)


 def __repr__(       self:	Dict	):




   '''simple docstring'''



   return "->".join([str(a_	) for item in self]	)


 def __getitem__(       self:	Dict,   a_:	int	):




   '''simple docstring'''



   if not 0 <= index < len(self	):
     raise ValueError("""list index out of range."""	)
   for i, node in enumerate(self	):
     if i == index:
       return node
   return None


 def __setitem__(       self:	Any,   a_:	int,   a_:	Any	):




   '''simple docstring'''



   if not 0 <= index < len(self	):
     raise ValueError("""list index out of range."""	)
   _snake_case							:	Dict			=						self.head
   for _ in range(a_	):
     _snake_case							:	Tuple			=						current.next
   _snake_case							:	int			=						data


 def 				UpperCamelCase_     (       self:	Any,   a_:	Any	):




   '''simple docstring'''



   self.insert_nth(len(self	),   a_	)


 def 				UpperCamelCase_     (       self:	List[Any],   a_:	Any	):




   '''simple docstring'''



   self.insert_nth(0,   a_	)


 def 				UpperCamelCase_     (       self:	Any,   a_:	int,   a_:	Any	):




   '''simple docstring'''



   if not 0 <= index <= len(self	):
     raise IndexError("""list index out of range"""	)
   _snake_case							:	Tuple			=						Node(a_	)
   if self.head is None:
     _snake_case							:	Any			=						new_node
   elif index == 0:
     _snake_case							:	List[Any]			=						self.head  # link new_node to head
     _snake_case							:	Tuple			=						new_node
   else:
     _snake_case							:	List[Any]			=						self.head
     for _ in range(index - 1	):
       _snake_case							:	Dict			=						temp.next
     _snake_case							:	str			=						temp.next
     _snake_case							:	str			=						new_node


 def 				UpperCamelCase_     (       self:	List[str]	):  # print every node data




   '''simple docstring'''



   print(self	)


 def 				UpperCamelCase_     (       self:	Union[str, Any]	):




   '''simple docstring'''



   return self.delete_nth(0	)


 def 				UpperCamelCase_     (       self:	Tuple	):  # delete from tail




   '''simple docstring'''



   return self.delete_nth(len(self	) - 1	)


 def 				UpperCamelCase_     (       self:	Tuple,   a_:	int = 0	):




   '''simple docstring'''



   if not 0 <= index <= len(self	) - 1:  # test if index is valid
     raise IndexError("""List index out of range."""	)
   _snake_case							:	int			=						self.head  # default first node
   if index == 0:
     _snake_case							:	Dict			=						self.head.next
   else:
     _snake_case							:	Optional[int]			=						self.head
     for _ in range(index - 1	):
       _snake_case							:	List[Any]			=						temp.next
     _snake_case							:	List[str]			=						temp.next
     _snake_case							:	Optional[Any]			=						temp.next.next
   return delete_node.data


 def 				UpperCamelCase_     (       self:	List[Any]	):




   '''simple docstring'''



   return self.head is None


 def 				UpperCamelCase_     (       self:	str	):




   '''simple docstring'''



   _snake_case							:	str			=						None
   _snake_case							:	Optional[Any]			=						self.head

   while current:
     # Store the current node's next node.
     _snake_case							:	Any			=						current.next
     # Make the current node's next point backwards
     _snake_case							:	List[Any]			=						prev
     # Make the previous node be the current node
     _snake_case							:	int			=						current
     # Make the current node the next node (to progress iteration)
     _snake_case							:	Union[str, Any]			=						next_node
   # Return prev in order to put the head at the end
   _snake_case							:	Dict			=						prev







def       UpperCAmelCase__ ():
  """simple docstring"""

  _snake_case							:	List[str]			=						LinkedList()
  assert linked_list.is_empty() is True
  assert str(snake_case__					) == ""

  try:
    linked_list.delete_head()
    raise AssertionError  # This should not happen.
  except IndexError:
    assert True  # This should happen.

  try:
    linked_list.delete_tail()
    raise AssertionError  # This should not happen.
  except IndexError:
    assert True  # This should happen.

  for i in range(10					):
    assert len(snake_case__					) == i
    linked_list.insert_nth(snake_case__	,     i + 1					)
  assert str(snake_case__					) == "->".join(str(snake_case__					) for i in range(1	,     11					)					)

  linked_list.insert_head(0					)
  linked_list.insert_tail(11					)
  assert str(snake_case__					) == "->".join(str(snake_case__					) for i in range(0	,     12					)					)

  assert linked_list.delete_head() == 0
  assert linked_list.delete_nth(9					) == 10
  assert linked_list.delete_tail() == 11
  assert len(snake_case__					) == 9
  assert str(snake_case__					) == "->".join(str(snake_case__					) for i in range(1	,     10					)					)

  assert all(linked_list[i] == i + 1 for i in range(0	,     9					)					) is True

  for i in range(0	,     9					):
    _snake_case							:	Tuple			=						-i
  assert all(linked_list[i] == -i for i in range(0	,     9					)					) is True

  linked_list.reverse()
  assert str(snake_case__					) == "->".join(str(snake_case__					) for i in range(-8	,     1					)					)


def       UpperCAmelCase__ ():
  """simple docstring"""

  _snake_case							:	List[Any]			=						[
      -9,
      1_00,
      Node(77_34_51_12					),
      """dlrow olleH""",
      7,
      55_55,
      0,
      -1_92.5_55_55,
      """Hello, world!""",
      77.9,
      Node(10					),
      None,
      None,
      12.20,
  ]
  _snake_case							:	List[Any]			=						LinkedList()

  for i in test_input:
    linked_list.insert_tail(snake_case__					)

  # Check if it's empty or not
  assert linked_list.is_empty() is False
  assert (
      str(snake_case__					) == "-9->100->Node(77345112)->dlrow olleH->7->5555->0->"
      "-192.55555->Hello, world!->77.9->Node(10)->None->None->12.2"
  )

  # Delete the head
  _snake_case							:	Any			=						linked_list.delete_head()
  assert result == -9
  assert (
      str(snake_case__					) == "100->Node(77345112)->dlrow olleH->7->5555->0->-192.55555->"
      "Hello, world!->77.9->Node(10)->None->None->12.2"
  )

  # Delete the tail
  _snake_case							:	Dict			=						linked_list.delete_tail()
  assert result == 12.2
  assert (
      str(snake_case__					) == "100->Node(77345112)->dlrow olleH->7->5555->0->-192.55555->"
      "Hello, world!->77.9->Node(10)->None->None"
  )

  # Delete a node in specific location in linked list
  _snake_case							:	Tuple			=						linked_list.delete_nth(10					)
  assert result is None
  assert (
      str(snake_case__					) == "100->Node(77345112)->dlrow olleH->7->5555->0->-192.55555->"
      "Hello, world!->77.9->Node(10)->None"
  )

  # Add a Node instance to its head
  linked_list.insert_head(Node("""Hello again, world!"""					)					)
  assert (
      str(snake_case__					)
      == "Node(Hello again, world!)->100->Node(77345112)->dlrow olleH->"
      "7->5555->0->-192.55555->Hello, world!->77.9->Node(10)->None"
  )

  # Add None to its tail
  linked_list.insert_tail(snake_case__					)
  assert (
      str(snake_case__					)
      == "Node(Hello again, world!)->100->Node(77345112)->dlrow olleH->"
      "7->5555->0->-192.55555->Hello, world!->77.9->Node(10)->None->None"
  )

  # Reverse the linked list
  linked_list.reverse()
  assert (
      str(snake_case__					)
      == "None->None->Node(10)->77.9->Hello, world!->-192.55555->0->5555->"
      "7->dlrow olleH->Node(77345112)->100->Node(Hello again, world!)"
  )


def       UpperCAmelCase__ ():
  """simple docstring"""

  from doctest import testmod

  testmod()

  _snake_case							:	Optional[int]			=						LinkedList()
  linked_list.insert_head(input("""Inserting 1st at head """					).strip()					)
  linked_list.insert_head(input("""Inserting 2nd at head """					).strip()					)
  print("""\nPrint list:"""					)
  linked_list.print_list()
  linked_list.insert_tail(input("""\nInserting 1st at tail """					).strip()					)
  linked_list.insert_tail(input("""Inserting 2nd at tail """					).strip()					)
  print("""\nPrint list:"""					)
  linked_list.print_list()
  print("""\nDelete head"""					)
  linked_list.delete_head()
  print("""Delete tail"""					)
  linked_list.delete_tail()
  print("""\nPrint list:"""					)
  linked_list.print_list()
  print("""\nReverse linked list"""					)
  linked_list.reverse()
  print("""\nPrint list:"""					)
  linked_list.print_list()
  print("""\nString representation of linked list:"""					)
  print(snake_case__					)
  print("""\nReading/changing Node data using indexing:"""					)
  print(F"Element at Position 1: {linked_list[1]}"					)
  _snake_case							:	Dict			=						input("""Enter New Value: """					).strip()
  print("""New list:"""					)
  print(snake_case__					)
  print(F"length of linked_list is : {len(snake_case__					)}"					)


if __name__ == "__main__":
     main()








"""simple docstring"""


import json
import os
import re
import shutil
import tempfile
import unittest
from typing import Tuple

from transformers import AddedToken, BatchEncoding, ByTaTokenizer
from transformers.utils import cached_property, is_tf_available, is_torch_available

from ...test_tokenization_common import TokenizerTesterMixin


if is_torch_available():
     A_      			=       '''pt'''
elif is_tf_available():
     A_      			=       '''tf'''
else:
     A_      			=       '''jax'''






class       lowercase(  __a ,    unittest.TestCase				):







 '''simple docstring'''





 lowercase__				      =      ByTaTokenizer
 lowercase__				      =      False


 def 				UpperCamelCase_     (       self:	List[str]	):




   '''simple docstring'''



   super().setUp()
   _snake_case							:	List[str]			=						ByTaTokenizer()
   tokenizer.save_pretrained(self.tmpdirname	)


 @cached_property
 def 				UpperCamelCase_     (       self:	List[str]	):




   '''simple docstring'''



   return ByTaTokenizer.from_pretrained("""google/byt5-small"""	)


 def 				UpperCamelCase_     (       self:	List[Any],   **a_:	int	):




   '''simple docstring'''



   return self.tokenizer_class.from_pretrained(self.tmpdirname,   **a_	)


 def 				UpperCamelCase_     (       self:	Optional[Any],   a_:	Optional[Any],   a_:	List[Any]=False,   a_:	int=20,   a_:	Union[str, Any]=5	):




   '''simple docstring'''



   _snake_case							:	List[Any]			=						[]
   for i in range(len(a_	)	):
     try:
       _snake_case							:	Optional[Any]			=						tokenizer.decode([i],   clean_up_tokenization_spaces=a_	)
     except UnicodeDecodeError:
       pass
     toks.append((i, tok)	)

   _snake_case							:	str			=						list(filter(lambda a_	: re.match(r"""^[ a-zA-Z]+$""",   t[1]	),   a_	)	)
   _snake_case							:	List[Any]			=						list(filter(lambda a_	: [t[0]] == tokenizer.encode(t[1],   add_special_tokens=a_	),   a_	)	)
   if max_length is not None and len(a_	) > max_length:
     _snake_case							:	Tuple			=						toks[:max_length]
   if min_length is not None and len(a_	) < min_length and len(a_	) > 0:
     while len(a_	) < min_length:
       _snake_case							:	List[str]			=						toks + toks
        # toks_str = [t[1] for t in toks]
   _snake_case							:	Tuple			=						[t[0] for t in toks]

   # Ensure consistency
   _snake_case							:	Optional[Any]			=						tokenizer.decode(a_,   clean_up_tokenization_spaces=a_	)
   if " " not in output_txt and len(a_	) > 1:
     _snake_case							:	Dict			=						(
         tokenizer.decode([toks_ids[0]],   clean_up_tokenization_spaces=a_	)
         + """ """
         + tokenizer.decode(toks_ids[1:],   clean_up_tokenization_spaces=a_	)
     )
   if with_prefix_space:
     _snake_case							:	Union[str, Any]			=						""" """ + output_txt
   _snake_case							:	Any			=						tokenizer.encode(a_,   add_special_tokens=a_	)
   return output_txt, output_ids


 def 				UpperCamelCase_     (       self:	int	):




   '''simple docstring'''



   _snake_case							:	Optional[int]			=						self.ta_base_tokenizer
   _snake_case							:	Optional[Any]			=						tokenizer(["""hi</s>""", """I went to the gym</s>""", """</s>"""]	)
   _snake_case							:	int			=						tokenizer(["""hi""", """I went to the gym""", """"""]	)
   self.assertListEqual(batch_with_eos_added["""input_ids"""],   batch_without_eos_added["""input_ids"""]	)


 def 				UpperCamelCase_     (       self:	Optional[int]	):




   '''simple docstring'''



   _snake_case							:	List[str]			=						self.ta_base_tokenizer
   _snake_case							:	Tuple			=						"""Unicode €."""
   _snake_case							:	List[Any]			=						tokenizer(a_	)
   _snake_case							:	Tuple			=						[88, 113, 108, 102, 114, 103, 104, 35, 229, 133, 175, 49, 1]
   self.assertEqual(encoded["""input_ids"""],   a_	)

   # decoding
   _snake_case							:	Tuple			=						tokenizer.decode(a_	)
   self.assertEqual(a_,   """Unicode €.</s>"""	)

   _snake_case							:	Tuple			=						tokenizer("""e è é ê ë"""	)
   _snake_case							:	List[Any]			=						[104, 35, 198, 171, 35, 198, 172, 35, 198, 173, 35, 198, 174, 1]
   self.assertEqual(encoded["""input_ids"""],   a_	)
   # decoding
   _snake_case							:	int			=						tokenizer.decode(a_	)
   self.assertEqual(a_,   """e è é ê ë</s>"""	)

   # encode/decode, but with `encode` instead of `__call__`
   self.assertEqual(tokenizer.decode(tokenizer.encode("""e è é ê ë"""	)	),   """e è é ê ë</s>"""	)


 def 				UpperCamelCase_     (       self:	Optional[Any]	):




   '''simple docstring'''



   _snake_case							:	Dict			=						self.ta_base_tokenizer
   _snake_case							:	List[Any]			=						["""A long paragraph for summarization.""", """Another paragraph for summarization."""]
   # fmt: off
   _snake_case							:	Union[str, Any]			=						[68, 35, 111, 114, 113, 106, 35, 115, 100, 117, 100, 106, 117, 100, 115, 107, 35, 105, 114, 117, 35, 118, 120, 112, 112, 100, 117, 108, 125, 100, 119, 108, 114, 113, 49, 1, 0]
   # fmt: on
   _snake_case							:	int			=						tokenizer(a_,   padding=a_,   return_tensors=a_	)
   self.assertIsInstance(a_,   a_	)

   if FRAMEWORK != "jax":
     _snake_case							:	List[str]			=						list(batch.input_ids.numpy()[0]	)
   else:
     _snake_case							:	Optional[int]			=						list(batch.input_ids.tolist()[0]	)

   self.assertListEqual(a_,   a_	)

   self.assertEqual((2, 37),   batch.input_ids.shape	)
   self.assertEqual((2, 37),   batch.attention_mask.shape	)


 def 				UpperCamelCase_     (       self:	List[Any]	):




   '''simple docstring'''



   _snake_case							:	List[Any]			=						self.ta_base_tokenizer
   _snake_case							:	Optional[int]			=						["""A long paragraph for summarization.""", """Another paragraph for summarization."""]
   _snake_case							:	Tuple			=						tokenizer(a_,   padding=a_,   return_tensors=a_	)
   # check if input_ids are returned and no decoder_input_ids
   self.assertIn("""input_ids""",   a_	)
   self.assertIn("""attention_mask""",   a_	)
   self.assertNotIn("""decoder_input_ids""",   a_	)
   self.assertNotIn("""decoder_attention_mask""",   a_	)


 def 				UpperCamelCase_     (       self:	Tuple	):




   '''simple docstring'''



   _snake_case							:	Union[str, Any]			=						self.ta_base_tokenizer
   _snake_case							:	Dict			=						[
       """Summary of the text.""",
       """Another summary.""",
   ]
   _snake_case							:	Optional[int]			=						tokenizer(
       text_target=a_,   max_length=32,   padding="""max_length""",   truncation=a_,   return_tensors=a_	)
   self.assertEqual(32,   targets["""input_ids"""].shape[1]	)


 def 				UpperCamelCase_     (       self:	Union[str, Any]	):




   '''simple docstring'''



   _snake_case							:	int			=						self.ta_base_tokenizer
   _snake_case							:	Optional[int]			=						["""A long paragraph for summarization. </s>"""]
   _snake_case							:	Dict			=						["""Summary of the text. </s>"""]
   # fmt: off
   _snake_case							:	Optional[int]			=						[68, 35, 111, 114, 113, 106, 35, 115, 100, 117, 100, 106, 117, 100, 115, 107, 35, 105, 114, 117, 35, 118, 120, 112, 112, 100, 117, 108, 125, 100, 119, 108, 114, 113, 49, 35, 1]
   _snake_case							:	Optional[Any]			=						[86, 120, 112, 112, 100, 117, 124, 35, 114, 105, 35, 119, 107, 104, 35, 119, 104, 123, 119, 49, 35, 1]
   # fmt: on

   _snake_case							:	Optional[Any]			=						tokenizer(a_,   text_target=a_	)

   self.assertEqual(a_,   batch["""input_ids"""][0]	)
   self.assertEqual(a_,   batch["""labels"""][0]	)


 def 				UpperCamelCase_     (       self:	Optional[Any]	):




   '''simple docstring'''



   _snake_case							:	List[str]			=						self.get_tokenizers()
   for tokenizer in tokenizers:
     with self.subTest(f"{tokenizer.__class__.__name__}"	):
       self.assertNotEqual(tokenizer.model_max_length,   42	)

        # Now let's start the test
   _snake_case							:	str			=						self.get_tokenizers()
   for tokenizer in tokenizers:
     with self.subTest(f"{tokenizer.__class__.__name__}"	):
       # Isolate this from the other tests because we save additional tokens/etc
       _snake_case							:	List[str]			=						tempfile.mkdtemp()

       _snake_case							:	List[str]			=						""" He is very happy, UNwant\u00E9d,running"""
       _snake_case							:	Any			=						tokenizer.encode(a_,   add_special_tokens=a_	)
       tokenizer.save_pretrained(a_	)

       _snake_case							:	List[Any]			=						tokenizer.__class__.from_pretrained(a_	)
       _snake_case							:	Dict			=						after_tokenizer.encode(a_,   add_special_tokens=a_	)
       self.assertListEqual(a_,   a_	)

       shutil.rmtree(a_	)

   _snake_case							:	Tuple			=						self.get_tokenizers(model_max_length=42	)
   for tokenizer in tokenizers:
     with self.subTest(f"{tokenizer.__class__.__name__}"	):
       # Isolate this from the other tests because we save additional tokens/etc
       _snake_case							:	Union[str, Any]			=						tempfile.mkdtemp()

       _snake_case							:	List[Any]			=						""" He is very happy, UNwant\u00E9d,running"""
       tokenizer.add_tokens(["""bim""", """bambam"""]	)
       _snake_case							:	Optional[Any]			=						tokenizer.additional_special_tokens
       additional_special_tokens.append("""new_additional_special_token"""	)
       tokenizer.add_special_tokens({"""additional_special_tokens""": additional_special_tokens}	)
       _snake_case							:	Any			=						tokenizer.encode(a_,   add_special_tokens=a_	)
       tokenizer.save_pretrained(a_	)

       _snake_case							:	Optional[Any]			=						tokenizer.__class__.from_pretrained(a_	)
       _snake_case							:	str			=						after_tokenizer.encode(a_,   add_special_tokens=a_	)
       self.assertListEqual(a_,   a_	)
       self.assertIn("""new_additional_special_token""",   after_tokenizer.additional_special_tokens	)
       self.assertEqual(after_tokenizer.model_max_length,   42	)

       _snake_case							:	Optional[int]			=						tokenizer.__class__.from_pretrained(a_,   model_max_length=43	)
       self.assertEqual(tokenizer.model_max_length,   43	)

       shutil.rmtree(a_	)


 def 				UpperCamelCase_     (       self:	Optional[int]	):




   '''simple docstring'''



   _snake_case							:	Optional[Any]			=						[]
   if self.test_slow_tokenizer:
     tokenizer_list.append((self.tokenizer_class, self.get_tokenizer())	)

   if self.test_rust_tokenizer:
     tokenizer_list.append((self.rust_tokenizer_class, self.get_rust_tokenizer())	)

   for tokenizer_class, tokenizer_utils in tokenizer_list:
     with tempfile.TemporaryDirectory() as tmp_dir:
       tokenizer_utils.save_pretrained(a_	)

       with open(os.path.join(a_,   """special_tokens_map.json"""	),   encoding="""utf-8"""	) as json_file:
         _snake_case							:	Union[str, Any]			=						json.load(a_	)

       with open(os.path.join(a_,   """tokenizer_config.json"""	),   encoding="""utf-8"""	) as json_file:
         _snake_case							:	List[Any]			=						json.load(a_	)

       _snake_case							:	int			=						[f"<extra_id_{i}>" for i in range(125	)]

       _snake_case							:	Optional[int]			=						added_tokens_extra_ids + [
           """an_additional_special_token"""
       ]
       _snake_case							:	Dict			=						added_tokens_extra_ids + [
           """an_additional_special_token"""
       ]

       with open(os.path.join(a_,   """special_tokens_map.json"""	),   """w""",   encoding="""utf-8"""	) as outfile:
         json.dump(a_,   a_	)
       with open(os.path.join(a_,   """tokenizer_config.json"""	),   """w""",   encoding="""utf-8"""	) as outfile:
         json.dump(a_,   a_	)

       # the following checks allow us to verify that our test works as expected, i.e. that the tokenizer takes
       # into account the new value of additional_special_tokens given in the "tokenizer_config.json" and
       # "special_tokens_map.json" files
       _snake_case							:	Optional[int]			=						tokenizer_class.from_pretrained(
           a_,   )
       self.assertIn(
           """an_additional_special_token""",   tokenizer_without_change_in_init.additional_special_tokens	)
       # self.assertIn("an_additional_special_token",tokenizer_without_change_in_init.get_vocab()) # ByT5Tokenization no vocab
       self.assertEqual(
           ["""an_additional_special_token"""],   tokenizer_without_change_in_init.convert_ids_to_tokens(
               tokenizer_without_change_in_init.convert_tokens_to_ids(["""an_additional_special_token"""]	)	),   )

       # Now we test that we can change the value of additional_special_tokens in the from_pretrained
       _snake_case							:	Union[str, Any]			=						added_tokens_extra_ids + [AddedToken("""a_new_additional_special_token""",   lstrip=a_	)]
       _snake_case							:	List[Any]			=						tokenizer_class.from_pretrained(
           a_,   additional_special_tokens=a_,   )

       self.assertIn("""a_new_additional_special_token""",   tokenizer.additional_special_tokens	)
       self.assertEqual(
           ["""a_new_additional_special_token"""],   tokenizer.convert_ids_to_tokens(
               tokenizer.convert_tokens_to_ids(["""a_new_additional_special_token"""]	)	),   )


 def 				UpperCamelCase_     (       self:	int	):




   '''simple docstring'''



   _snake_case							:	List[Any]			=						[]
   if self.test_slow_tokenizer:
     tokenizer_list.append((self.tokenizer_class, self.get_tokenizer())	)

   if self.test_rust_tokenizer:
     tokenizer_list.append((self.rust_tokenizer_class, self.get_rust_tokenizer())	)

   for tokenizer_class, tokenizer_utils in tokenizer_list:
     with tempfile.TemporaryDirectory() as tmp_dir:
       tokenizer_utils.save_pretrained(a_	)

       _snake_case							:	Optional[Any]			=						tokenizer_class.from_pretrained(a_	)

       self.assertTrue(tokenizer.decode([255]	) == """"""	)


 def 				UpperCamelCase_     (       self:	Optional[Any]	):




   '''simple docstring'''



   pass


 def 				UpperCamelCase_     (       self:	int	):




   '''simple docstring'''



   pass


 def 				UpperCamelCase_     (       self:	int	):




   '''simple docstring'''



   pass


 def 				UpperCamelCase_     (       self:	Any	):




   '''simple docstring'''



   pass


 def 				UpperCamelCase_     (       self:	Union[str, Any]	):




   '''simple docstring'''



   _snake_case							:	Optional[Any]			=						self.get_tokenizers(fast=a_,   do_lower_case=a_	)
   for tokenizer in tokenizers:
     with self.subTest(f"{tokenizer.__class__.__name__}"	):
       _snake_case							:	Dict			=						["""t""", """h""", """i""", """s""", """ """, """i""", """s""", """ """, """a""", """ """, """t""", """e""", """x""", """t""", """</s>"""]
       _snake_case							:	List[Any]			=						tokenizer.convert_tokens_to_string(a_	)

       self.assertIsInstance(a_,   a_	)


 def 				UpperCamelCase_     (       self:	Dict	):




   '''simple docstring'''



   _snake_case							:	str			=						self.get_tokenizers()
   for tokenizer in tokenizers:
     with self.subTest(f"{tokenizer.__class__.__name__}"	):
       _snake_case							:	Optional[int]			=						[
           """bos_token""",
           """eos_token""",
           """unk_token""",
           """sep_token""",
           """pad_token""",
           """cls_token""",
           """mask_token""",
       ]

       _snake_case							:	Any			=						0
       _snake_case							:	Union[str, Any]			=						tokenizer.convert_ids_to_tokens(
           a_,   skip_special_tokens=a_	)

       for attr in attributes_list:
         setattr(a_,   attr + """_id""",   a_	)
         self.assertEqual(getattr(a_,   a_	),   a_	)
         self.assertEqual(getattr(a_,   attr + """_id"""	),   a_	)

         setattr(a_,   attr + """_id""",   a_	)
         self.assertEqual(getattr(a_,   a_	),   a_	)
         self.assertEqual(getattr(a_,   attr + """_id"""	),   a_	)

       setattr(a_,   """additional_special_tokens_ids""",   []	)
       self.assertListEqual(getattr(a_,   """additional_special_tokens"""	),   []	)
       self.assertListEqual(getattr(a_,   """additional_special_tokens_ids"""	),   []	)

       setattr(a_,   """additional_special_tokens_ids""",   [token_id_to_test_setters]	)
       self.assertListEqual(getattr(a_,   """additional_special_tokens"""	),   [token_to_test_setters]	)
       self.assertListEqual(getattr(a_,   """additional_special_tokens_ids"""	),   [token_id_to_test_setters]	)


