




'''simple docstring'''






import os
import unittest

from transformers import FunnelTokenizer, FunnelTokenizerFast
from transformers.models.funnel.tokenization_funnel import VOCAB_FILES_NAMES
from transformers.testing_utils import require_tokenizers

from ...test_tokenization_common import TokenizerTesterMixin



@require_tokenizers
class 					A		( SCREAMING_SNAKE_CASE_			,							unittest.TestCase		):




				'''simple docstring'''





				A      	=				FunnelTokenizer
				A      	=				FunnelTokenizerFast
				A      	=				True
				A      	=				True
				def        a_       (self			)	->       List[str]:
							super().setUp()

							__UpperCamelCase      :			List[str]									=   [
							    '<unk>',
							    '<cls>',
							    '<sep>',
							    'want',
							    '##want',
							    '##ed',
							    'wa',
							    'un',
							    'runn',
							    '##ing',
							    ',',
							    'low',
							    'lowest',
							]
							__UpperCamelCase      :			List[str]									=   os.path.join(self.tmpdirname ,  VOCAB_FILES_NAMES["vocab_file"]			)
							with open(self.vocab_file ,  "w" ,  encoding="utf-8"			) as vocab_writer:
										vocab_writer.write("".join([x + "\n" for x in vocab_tokens]			)			)
				def        a_       (self ,  **_UpperCAmelCase			)	->       Union[str, Any]:
							return FunnelTokenizer.from_pretrained(self.tmpdirname ,  **_a			)
				def        a_       (self ,  **_UpperCAmelCase			)	->       Any:
							return FunnelTokenizerFast.from_pretrained(self.tmpdirname ,  **_a			)
				def        a_       (self ,  _UpperCAmelCase			)	->       Optional[Any]:
							__UpperCamelCase      :			List[str]									=   'UNwant\u00E9d,running'
							__UpperCamelCase      :			Any									=   'unwanted, running'
							return input_text, output_text
				def        a_       (self			)	->       List[str]:
							__UpperCamelCase      :			str									=   self.tokenizer_class(self.vocab_file			)

							__UpperCamelCase      :			Any									=   tokenizer.tokenize("UNwant\u00E9d,running"			)
							self.assertListEqual(_a ,  ["un", "##want", "##ed", ",", "runn", "##ing"]			)
							self.assertListEqual(tokenizer.convert_tokens_to_ids(_a			) ,  [7, 4, 5, 1_0, 8, 9]			)





				def        a_       (self			)	->       Tuple:
							__UpperCamelCase      :			Dict									=   self.get_tokenizers(do_lower_case=_a			)
							for tokenizer in tokenizers:
										__UpperCamelCase      :			Union[str, Any]									=   tokenizer("UNwant\u00E9d,running"			)
										__UpperCamelCase      :			Dict									=   len(inputs["input_ids"]			) - 1
										self.assertListEqual(inputs["token_type_ids"] ,  [2] + [0] * sentence_len			)

										__UpperCamelCase      :			List[Any]									=   tokenizer("UNwant\u00E9d,running" ,  "UNwant\u00E9d,running"			)
										self.assertListEqual(inputs["token_type_ids"] ,  [2] + [0] * sentence_len + [1] * sentence_len			)








'''simple docstring'''





import inspect
import warnings
from typing import Any, Dict, Optional, Union

from packaging import version

def        a_     (							*_lowerCAmelCase       ,_lowerCAmelCase = None       ,_lowerCAmelCase=True       ,_lowerCAmelCase=2       )      ->      List[str]:
  from .. import __version__

  __lowerCamelCase       :       Any           = take_from
  __lowerCamelCase       :       Optional[int]           = ()
  if not isinstance(args[0]       ,_lowerCAmelCase       ):
    __lowerCamelCase       :       Optional[Any]           = (args,)

  for attribute, version_name, message in args:
    if version.parse(version.parse(_lowerCAmelCase       ).base_version       ) >= version.parse(_lowerCAmelCase       ):
      raise ValueError(
          F'The deprecation tuple {(attribute, version_name, message)} should be removed since diffusers\''
          F' version {__version__} is >= {version_name}'       )

    __lowerCamelCase       :       Union[str, Any]           = None
    if isinstance(_lowerCAmelCase       ,_lowerCAmelCase       ) and attribute in deprecated_kwargs:
      values += (deprecated_kwargs.pop(_lowerCAmelCase       ),)
      __lowerCamelCase       :       Optional[Any]           = F'The `{attribute}` argument is deprecated and will be removed in version {version_name}.'
    elif hasattr(_lowerCAmelCase       ,_lowerCAmelCase       ):
      values += (getattr(_lowerCAmelCase       ,_lowerCAmelCase       ),)
      __lowerCamelCase       :       List[str]           = F'The `{attribute}` attribute is deprecated and will be removed in version {version_name}.'
    elif deprecated_kwargs is None:
      __lowerCamelCase       :       Optional[Any]           = F'`{attribute}` is deprecated and will be removed in version {version_name}.'

    if warning is not None:
      __lowerCamelCase       :       Optional[int]           = warning + ' ' if standard_warn else ''
      warnings.warn(warning + message       ,_lowerCAmelCase       ,stacklevel=_lowerCAmelCase       )

  if isinstance(_lowerCAmelCase       ,_lowerCAmelCase       ) and len(_lowerCAmelCase       ) > 0:
    __lowerCamelCase       :       Optional[Any]           = inspect.getouterframes(inspect.currentframe()       )[1]
    __lowerCamelCase       :       List[str]           = call_frame.filename
    __lowerCamelCase       :       int           = call_frame.lineno
    __lowerCamelCase       :       Union[str, Any]           = call_frame.function
    __lowerCamelCase       ,__lowerCamelCase       :       Union[str, Any]           = next(iter(deprecated_kwargs.items()       )       )
    raise TypeError(F'{function} in {filename} line {line_number-1} got an unexpected keyword argument `{key}`'       )

  if len(_lowerCAmelCase       ) == 0:
    return
  elif len(_lowerCAmelCase       ) == 1:
    return values[0]
  return values






