




import os
import unittest

from transformers import BertTokenizerFast
from transformers.models.bert.tokenization_bert import (
    VOCAB_FILES_NAMES,
    BasicTokenizer,
    BertTokenizer,
    WordpieceTokenizer,
    _is_control,
    _is_punctuation,
    _is_whitespace,
)
from transformers.testing_utils import require_tokenizers, slow

from ...test_tokenization_common import TokenizerTesterMixin, filter_non_english

@require_tokenizers
class 		__lowerCAmelCase	(	__magic_name__      ,       unittest.TestCase ):
							UpperCamelCase__					     =  BertTokenizer
							UpperCamelCase__					     =  BertTokenizerFast
							UpperCamelCase__					     =  True
							UpperCamelCase__					     =  True
							UpperCamelCase__					     =  filter_non_english
							def       lowerCamelCase__							(						self						:Union[str, Any]				):







								'''simple docstring'''







								super().setUp()

								a										=							[
								    """[UNK]""",
								    """[CLS]""",
								    """[SEP]""",
								    """[PAD]""",
								    """[MASK]""",
								    """want""",
								    """##want""",
								    """##ed""",
								    """wa""",
								    """un""",
								    """runn""",
								    """##ing""",
								    """,""",
								    """low""",
								    """lowest""",
								]
								a										=							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       lowerCamelCase__							(						self						:List[str]		,      __magic_name__						:Any				):







								'''simple docstring'''







								a										=							"""UNwant\u00E9d,running"""
								a										=							"""unwanted, running"""
								return input_text, output_text
							def       lowerCamelCase__							(						self						:int				):







								'''simple docstring'''







								a										=							self.tokenizer_class(self.vocab_file				)

								a										=							tokenizer.tokenize("""UNwant\u00E9d,running"""				)
								self.assertListEqual(__magic_name__		,      ["""un""", """##want""", """##ed""", """,""", """runn""", """##ing"""]				)
								self.assertListEqual(tokenizer.convert_tokens_to_ids(__magic_name__				)		,      [9, 6, 7, 12, 10, 11]				)
							def       lowerCamelCase__							(						self						:Dict				):







								'''simple docstring'''







								if not self.test_rust_tokenizer:
									return

								a										=							self.get_tokenizer()
								a										=							self.get_rust_tokenizer()

								a										=							"""UNwant\u00E9d,running"""

								a										=							tokenizer.tokenize(__magic_name__				)
								a										=							rust_tokenizer.tokenize(__magic_name__				)
								self.assertListEqual(__magic_name__		,      __magic_name__				)

								a										=							tokenizer.encode(__magic_name__		,      add_special_tokens=__magic_name__				)
								a										=							rust_tokenizer.encode(__magic_name__		,      add_special_tokens=__magic_name__				)
								self.assertListEqual(__magic_name__		,      __magic_name__				)

								a										=							self.get_rust_tokenizer()
								a										=							tokenizer.encode(__magic_name__				)
								a										=							rust_tokenizer.encode(__magic_name__				)
								self.assertListEqual(__magic_name__		,      __magic_name__				)

								# With lower casing
								a										=							self.get_tokenizer(do_lower_case=__magic_name__				)
								a										=							self.get_rust_tokenizer(do_lower_case=__magic_name__				)

								a										=							"""UNwant\u00E9d,running"""

								a										=							tokenizer.tokenize(__magic_name__				)
								a										=							rust_tokenizer.tokenize(__magic_name__				)
								self.assertListEqual(__magic_name__		,      __magic_name__				)

								a										=							tokenizer.encode(__magic_name__		,      add_special_tokens=__magic_name__				)
								a										=							rust_tokenizer.encode(__magic_name__		,      add_special_tokens=__magic_name__				)
								self.assertListEqual(__magic_name__		,      __magic_name__				)

								a										=							self.get_rust_tokenizer()
								a										=							tokenizer.encode(__magic_name__				)
								a										=							rust_tokenizer.encode(__magic_name__				)
								self.assertListEqual(__magic_name__		,      __magic_name__				)
							def       lowerCamelCase__							(						self						:Optional[Any]				):







								'''simple docstring'''







								a										=							BasicTokenizer()

								self.assertListEqual(tokenizer.tokenize("""ah\u535A\u63A8zz"""				)		,      ["""ah""", """\u535A""", """\u63A8""", """zz"""]				)
							def       lowerCamelCase__							(						self						:str				):







								'''simple docstring'''







								a										=							BasicTokenizer(do_lower_case=__magic_name__				)

								self.assertListEqual(
								    tokenizer.tokenize(""" \tHeLLo!how  \n Are yoU?  """				)		,      ["""hello""", """!""", """how""", """are""", """you""", """?"""]				)
								self.assertListEqual(tokenizer.tokenize("""H\u00E9llo"""				)		,      ["""hello"""]				)
							def       lowerCamelCase__							(						self						:Optional[Any]				):







								'''simple docstring'''







								a										=							BasicTokenizer(do_lower_case=__magic_name__		,      strip_accents=__magic_name__				)

								self.assertListEqual(
								    tokenizer.tokenize(""" \tHäLLo!how  \n Are yoU?  """				)		,      ["""hällo""", """!""", """how""", """are""", """you""", """?"""]				)
								self.assertListEqual(tokenizer.tokenize("""H\u00E9llo"""				)		,      ["""h\u00E9llo"""]				)
							def       lowerCamelCase__							(						self						:Optional[Any]				):







								'''simple docstring'''







								a										=							BasicTokenizer(do_lower_case=__magic_name__		,      strip_accents=__magic_name__				)

								self.assertListEqual(
								    tokenizer.tokenize(""" \tHäLLo!how  \n Are yoU?  """				)		,      ["""hallo""", """!""", """how""", """are""", """you""", """?"""]				)
								self.assertListEqual(tokenizer.tokenize("""H\u00E9llo"""				)		,      ["""hello"""]				)
							def       lowerCamelCase__							(						self						:Dict				):







								'''simple docstring'''







								a										=							BasicTokenizer(do_lower_case=__magic_name__				)

								self.assertListEqual(
								    tokenizer.tokenize(""" \tHäLLo!how  \n Are yoU?  """				)		,      ["""hallo""", """!""", """how""", """are""", """you""", """?"""]				)
								self.assertListEqual(tokenizer.tokenize("""H\u00E9llo"""				)		,      ["""hello"""]				)
							def       lowerCamelCase__							(						self						:Union[str, Any]				):







								'''simple docstring'''







								a										=							BasicTokenizer(do_lower_case=__magic_name__				)

								self.assertListEqual(
								    tokenizer.tokenize(""" \tHeLLo!how  \n Are yoU?  """				)		,      ["""HeLLo""", """!""", """how""", """Are""", """yoU""", """?"""]				)
							def       lowerCamelCase__							(						self						:List[Any]				):







								'''simple docstring'''







								a										=							BasicTokenizer(do_lower_case=__magic_name__		,      strip_accents=__magic_name__				)

								self.assertListEqual(
								    tokenizer.tokenize(""" \tHäLLo!how  \n Are yoU?  """				)		,      ["""HäLLo""", """!""", """how""", """Are""", """yoU""", """?"""]				)
							def       lowerCamelCase__							(						self						:Optional[Any]				):







								'''simple docstring'''







								a										=							BasicTokenizer(do_lower_case=__magic_name__		,      strip_accents=__magic_name__				)

								self.assertListEqual(
								    tokenizer.tokenize(""" \tHäLLo!how  \n Are yoU?  """				)		,      ["""HaLLo""", """!""", """how""", """Are""", """yoU""", """?"""]				)
							def       lowerCamelCase__							(						self						:List[Any]				):







								'''simple docstring'''







								a										=							BasicTokenizer(do_lower_case=__magic_name__		,      never_split=["""[UNK]"""]				)

								self.assertListEqual(
								    tokenizer.tokenize(""" \tHeLLo!how  \n Are yoU? [UNK]"""				)		,      ["""HeLLo""", """!""", """how""", """Are""", """yoU""", """?""", """[UNK]"""]				)
							def       lowerCamelCase__							(						self						:int				):







								'''simple docstring'''







								a										=							BasicTokenizer()
								a										=							"""a\n'll !!to?'d of, can't."""
								a										=							["""a""", """'""", """ll""", """!""", """!""", """to""", """?""", """'""", """d""", """of""", """,""", """can""", """'""", """t""", """."""]
								self.assertListEqual(tokenizer.tokenize(__magic_name__				)		,      __magic_name__				)
							def       lowerCamelCase__							(						self						:Any				):







								'''simple docstring'''







								a										=							["""[UNK]""", """[CLS]""", """[SEP]""", """want""", """##want""", """##ed""", """wa""", """un""", """runn""", """##ing"""]

								a										=							{}
								for i, token in enumerate(__magic_name__				):
									a										=							i
								a										=							WordpieceTokenizer(vocab=__magic_name__		,      unk_token="""[UNK]"""				)

								self.assertListEqual(tokenizer.tokenize(""""""				)		,      []				)

								self.assertListEqual(tokenizer.tokenize("""unwanted running"""				)		,      ["""un""", """##want""", """##ed""", """runn""", """##ing"""]				)

								self.assertListEqual(tokenizer.tokenize("""unwantedX running"""				)		,      ["""[UNK]""", """runn""", """##ing"""]				)
							def       lowerCamelCase__							(						self						:int				):







								'''simple docstring'''







								self.assertTrue(_is_whitespace(""" """				)				)
								self.assertTrue(_is_whitespace("""\t"""				)				)
								self.assertTrue(_is_whitespace("""\r"""				)				)
								self.assertTrue(_is_whitespace("""\n"""				)				)
								self.assertTrue(_is_whitespace("""\u00A0"""				)				)

								self.assertFalse(_is_whitespace("""A"""				)				)
								self.assertFalse(_is_whitespace("""-"""				)				)
							def       lowerCamelCase__							(						self						:Optional[Any]				):







								'''simple docstring'''







								self.assertTrue(_is_control("""\u0005"""				)				)

								self.assertFalse(_is_control("""A"""				)				)
								self.assertFalse(_is_control(""" """				)				)
								self.assertFalse(_is_control("""\t"""				)				)
								self.assertFalse(_is_control("""\r"""				)				)
							def       lowerCamelCase__							(						self						:Union[str, Any]				):







								'''simple docstring'''







								self.assertTrue(_is_punctuation("""-"""				)				)
								self.assertTrue(_is_punctuation("""$"""				)				)
								self.assertTrue(_is_punctuation("""`"""				)				)
								self.assertTrue(_is_punctuation("""."""				)				)

								self.assertFalse(_is_punctuation("""A"""				)				)
								self.assertFalse(_is_punctuation(""" """				)				)
							def       lowerCamelCase__							(						self						:List[Any]				):







								'''simple docstring'''







								a										=							self.get_tokenizer()
								a										=							self.get_rust_tokenizer()

								# Example taken from the issue https://github.com/huggingface/tokenizers/issues/340
								self.assertListEqual([tokenizer.tokenize(__magic_name__				) for t in ["""Test""", """\xad""", """test"""]]		,      [["""[UNK]"""], [], ["""[UNK]"""]]				)

								self.assertListEqual(
								    [rust_tokenizer.tokenize(__magic_name__				) for t in ["""Test""", """\xad""", """test"""]]		,      [["""[UNK]"""], [], ["""[UNK]"""]]				)
							@slow
							def       lowerCamelCase__							(						self						:Any				):







								'''simple docstring'''







								a										=							self.tokenizer_class.from_pretrained("""bert-base-uncased"""				)

								a										=							tokenizer.encode("""sequence builders"""		,      add_special_tokens=__magic_name__				)
								a										=							tokenizer.encode("""multi-sequence build"""		,      add_special_tokens=__magic_name__				)

								a										=							tokenizer.build_inputs_with_special_tokens(__magic_name__				)
								a										=							tokenizer.build_inputs_with_special_tokens(__magic_name__		,      __magic_name__				)

								assert encoded_sentence == [101] + text + [102]
								assert encoded_pair == [101] + text + [102] + text_a + [102]
							def       lowerCamelCase__							(						self						:List[Any]				):







								'''simple docstring'''







								for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
									with self.subTest(F'{tokenizer.__class__.__name__} ({pretrained_name})'				):
										a										=							self.rust_tokenizer_class.from_pretrained(__magic_name__		,      **__magic_name__				)

										a										=							F'A, naïve {tokenizer_r.mask_token} AllenNLP sentence.'
										a										=							tokenizer_r.encode_plus(
										    __magic_name__		,      return_attention_mask=__magic_name__		,      return_token_type_ids=__magic_name__		,      return_offsets_mapping=__magic_name__		,      add_special_tokens=__magic_name__		,      )

										a										=							tokenizer_r.do_lower_case if hasattr(__magic_name__		,      """do_lower_case"""				) else False
										a										=							(
										    [
										        ((0, 0), tokenizer_r.cls_token),
										        ((0, 1), """A"""),
										        ((1, 2), ""","""),
										        ((3, 5), """na"""),
										        ((5, 6), """##ï"""),
										        ((6, 8), """##ve"""),
										        ((9, 15), tokenizer_r.mask_token),
										        ((16, 21), """Allen"""),
										        ((21, 23), """##NL"""),
										        ((23, 24), """##P"""),
										        ((25, 33), """sentence"""),
										        ((33, 34), """."""),
										        ((0, 0), tokenizer_r.sep_token),
										    ]
										    if not do_lower_case
										    else [
										        ((0, 0), tokenizer_r.cls_token),
										        ((0, 1), """a"""),
										        ((1, 2), ""","""),
										        ((3, 8), """naive"""),
										        ((9, 15), tokenizer_r.mask_token),
										        ((16, 21), """allen"""),
										        ((21, 23), """##nl"""),
										        ((23, 24), """##p"""),
										        ((25, 33), """sentence"""),
										        ((33, 34), """."""),
										        ((0, 0), tokenizer_r.sep_token),
										    ]
										)

										self.assertEqual(
										    [e[1] for e in expected_results]		,      tokenizer_r.convert_ids_to_tokens(tokens["""input_ids"""]				)				)
										self.assertEqual([e[0] for e in expected_results]		,      tokens["""offset_mapping"""]				)





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







								'''simple docstring'''







								a										=							["""的""", """人""", """有"""]
								a										=							"""""".join(__magic_name__				)
								for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
									with self.subTest(F'{tokenizer.__class__.__name__} ({pretrained_name})'				):
										a										=							True
										a										=							self.tokenizer_class.from_pretrained(__magic_name__		,      **__magic_name__				)
										a										=							self.rust_tokenizer_class.from_pretrained(__magic_name__		,      **__magic_name__				)

										a										=							tokenizer_p.encode(__magic_name__		,      add_special_tokens=__magic_name__				)
										a										=							tokenizer_r.encode(__magic_name__		,      add_special_tokens=__magic_name__				)

										a										=							tokenizer_r.convert_ids_to_tokens(__magic_name__				)
										a										=							tokenizer_p.convert_ids_to_tokens(__magic_name__				)

										# it is expected that each Chinese character is not preceded by "##"
										self.assertListEqual(__magic_name__		,      __magic_name__				)
										self.assertListEqual(__magic_name__		,      __magic_name__				)

										a										=							False
										a										=							self.rust_tokenizer_class.from_pretrained(__magic_name__		,      **__magic_name__				)
										a										=							self.tokenizer_class.from_pretrained(__magic_name__		,      **__magic_name__				)

										a										=							tokenizer_r.encode(__magic_name__		,      add_special_tokens=__magic_name__				)
										a										=							tokenizer_p.encode(__magic_name__		,      add_special_tokens=__magic_name__				)

										a										=							tokenizer_r.convert_ids_to_tokens(__magic_name__				)
										a										=							tokenizer_p.convert_ids_to_tokens(__magic_name__				)

										# it is expected that only the first Chinese character is not preceded by "##".
										a										=							[
										    F'##{token}' if idx != 0 else token for idx, token in enumerate(__magic_name__				)
										]
										self.assertListEqual(__magic_name__		,      __magic_name__				)
										self.assertListEqual(__magic_name__		,      __magic_name__				)







import json
import os
import unittest

from transformers import AutoTokenizer, GPTaTokenizer, GPTaTokenizerFast
from transformers.models.gpta.tokenization_gpta import VOCAB_FILES_NAMES
from transformers.testing_utils import require_tokenizers

from ...test_tokenization_common import TokenizerTesterMixin

@require_tokenizers
class 		__lowerCAmelCase	(	__magic_name__      ,       unittest.TestCase ):
							UpperCamelCase__					     =  GPTaTokenizer
							UpperCamelCase__					     =  GPTaTokenizerFast
							UpperCamelCase__					     =  True
							UpperCamelCase__					     =  {'''add_prefix_space''': True}
							UpperCamelCase__					     =  False
							def       lowerCamelCase__							(						self						:Optional[Any]				):







								'''simple docstring'''







								super().setUp()

								# Adapted from Sennrich et al. 2015 and https://github.com/rsennrich/subword-nmt
								a										=							[
								    """l""",
								    """o""",
								    """w""",
								    """e""",
								    """r""",
								    """s""",
								    """t""",
								    """i""",
								    """d""",
								    """n""",
								    """\u0120""",
								    """\u0120l""",
								    """\u0120n""",
								    """\u0120lo""",
								    """\u0120low""",
								    """er""",
								    """\u0120lowest""",
								    """\u0120newer""",
								    """\u0120wider""",
								    """<unk>""",
								    """<|endoftext|>""",
								]
								a										=							dict(zip(__magic_name__		,      range(len(__magic_name__				)				)				)				)
								a										=							["""#version: 0.2""", """\u0120 l""", """\u0120l o""", """\u0120lo w""", """e r""", """"""]
								a										=							{"""unk_token""": """<unk>"""}

								a										=							os.path.join(self.tmpdirname		,      VOCAB_FILES_NAMES["""vocab_file"""]				)
								a										=							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(__magic_name__				) + """\n"""				)
								with open(self.merges_file		,      """w"""		,      encoding="""utf-8"""				) as fp:
									fp.write("""\n""".join(__magic_name__				)				)
							def       lowerCamelCase__							(						self						:Dict		,      **__magic_name__						:List[str]				):







								'''simple docstring'''







								kwargs.update(self.special_tokens_map				)
								return GPTaTokenizer.from_pretrained(self.tmpdirname		,      **__magic_name__				)
							def       lowerCamelCase__							(						self						:List[str]		,      **__magic_name__						:Optional[Any]				):







								'''simple docstring'''







								kwargs.update(self.special_tokens_map				)
								return GPTaTokenizerFast.from_pretrained(self.tmpdirname		,      **__magic_name__				)
							def       lowerCamelCase__							(						self						:Dict		,      __magic_name__						:List[str]				):







								'''simple docstring'''







								a										=							"""lower newer"""
								a										=							"""lower newer"""
								return input_text, output_text
							def       lowerCamelCase__							(						self						:int				):







								'''simple docstring'''







								a										=							GPTaTokenizer(self.vocab_file		,      self.merges_file		,      **self.special_tokens_map				)
								a										=							"""lower newer"""
								a										=							["""\u0120low""", """er""", """\u0120""", """n""", """e""", """w""", """er"""]
								a										=							tokenizer.tokenize(__magic_name__		,      add_prefix_space=__magic_name__				)
								self.assertListEqual(__magic_name__		,      __magic_name__				)

								a										=							tokens + [tokenizer.unk_token]
								a										=							[14, 15, 10, 9, 3, 2, 15, 19]
								self.assertListEqual(tokenizer.convert_tokens_to_ids(__magic_name__				)		,      __magic_name__				)
							def       lowerCamelCase__							(						self						:int				):







								'''simple docstring'''







								if not self.test_rust_tokenizer:
									return

								a										=							self.get_tokenizer()
								a										=							self.get_rust_tokenizer(add_prefix_space=__magic_name__				)

								a										=							"""lower newer"""

								# Testing tokenization
								a										=							tokenizer.tokenize(__magic_name__		,      add_prefix_space=__magic_name__				)
								a										=							rust_tokenizer.tokenize(__magic_name__				)
								self.assertListEqual(__magic_name__		,      __magic_name__				)

								# Testing conversion to ids without special tokens
								a										=							tokenizer.encode(__magic_name__		,      add_special_tokens=__magic_name__		,      add_prefix_space=__magic_name__				)
								a										=							rust_tokenizer.encode(__magic_name__		,      add_special_tokens=__magic_name__				)
								self.assertListEqual(__magic_name__		,      __magic_name__				)

								# Testing conversion to ids with special tokens
								a										=							self.get_rust_tokenizer(add_prefix_space=__magic_name__				)
								a										=							tokenizer.encode(__magic_name__		,      add_prefix_space=__magic_name__				)
								a										=							rust_tokenizer.encode(__magic_name__				)
								self.assertListEqual(__magic_name__		,      __magic_name__				)

								# Testing the unknown token
								a										=							tokens + [rust_tokenizer.unk_token]
								a										=							[14, 15, 10, 9, 3, 2, 15, 19]
								self.assertListEqual(rust_tokenizer.convert_tokens_to_ids(__magic_name__				)		,      __magic_name__				)
							def       lowerCamelCase__							(						self						:Optional[int]		,      *__magic_name__						:Tuple		,      **__magic_name__						:str				):







								'''simple docstring'''







								pass
							def       lowerCamelCase__							(						self						:Optional[Any]		,      __magic_name__						:Union[str, Any]=15				):







								'''simple docstring'''







								for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
									with self.subTest(F'{tokenizer.__class__.__name__} ({pretrained_name})'				):
										a										=							self.rust_tokenizer_class.from_pretrained(__magic_name__		,      **__magic_name__				)

										# Simple input
										a										=							"""This is a simple input"""
										a										=							["""This is a simple input 1""", """This is a simple input 2"""]
										a										=							("""This is a simple input""", """This is a pair""")
										a										=							[
										    ("""This is a simple input 1""", """This is a simple input 2"""),
										    ("""This is a simple pair 1""", """This is a simple pair 2"""),
										]

										# Simple input tests
										self.assertRaises(__magic_name__		,      tokenizer_r.encode		,      __magic_name__		,      max_length=__magic_name__		,      padding="""max_length"""				)

										# Simple input
										self.assertRaises(__magic_name__		,      tokenizer_r.encode_plus		,      __magic_name__		,      max_length=__magic_name__		,      padding="""max_length"""				)

										# Simple input
										self.assertRaises(
										    __magic_name__		,      tokenizer_r.batch_encode_plus		,      __magic_name__		,      max_length=__magic_name__		,      padding="""max_length"""		,      )

										# Pair input
										self.assertRaises(__magic_name__		,      tokenizer_r.encode		,      __magic_name__		,      max_length=__magic_name__		,      padding="""max_length"""				)

										# Pair input
										self.assertRaises(__magic_name__		,      tokenizer_r.encode_plus		,      __magic_name__		,      max_length=__magic_name__		,      padding="""max_length"""				)

										# Pair input
										self.assertRaises(
										    __magic_name__		,      tokenizer_r.batch_encode_plus		,      __magic_name__		,      max_length=__magic_name__		,      padding="""max_length"""		,      )
							def       lowerCamelCase__							(						self						:str				):







								'''simple docstring'''







								a										=							GPTaTokenizer.from_pretrained(self.tmpdirname		,      pad_token="""<pad>"""				)

								# Simple input
								a										=							"""This is a simple input"""
								a										=							["""This is a simple input looooooooong""", """This is a simple input"""]
								a										=							("""This is a simple input""", """This is a pair""")
								a										=							[
								    ("""This is a simple input loooooong""", """This is a simple input"""),
								    ("""This is a simple pair loooooong""", """This is a simple pair"""),
								]

								a										=							tokenizer.pad_token_id

								a										=							tokenizer(__magic_name__		,      padding="""max_length"""		,      max_length=30		,      return_tensors="""np"""				)
								a										=							tokenizer(__magic_name__		,      padding=__magic_name__		,      truncate=__magic_name__		,      return_tensors="""np"""				)
								a										=							tokenizer(*__magic_name__		,      padding="""max_length"""		,      max_length=60		,      return_tensors="""np"""				)
								a										=							tokenizer(__magic_name__		,      padding=__magic_name__		,      truncate=__magic_name__		,      return_tensors="""np"""				)

								# s
								# test single string max_length padding
								self.assertEqual(out_s["""input_ids"""].shape[-1]		,      30				)
								self.assertTrue(pad_token_id in out_s["""input_ids"""]				)
								self.assertTrue(0 in out_s["""attention_mask"""]				)

								# s2
								# test automatic padding
								self.assertEqual(out_sa["""input_ids"""].shape[-1]		,      33				)
								# long slice doesn't have padding
								self.assertFalse(pad_token_id in out_sa["""input_ids"""][0]				)
								self.assertFalse(0 in out_sa["""attention_mask"""][0]				)
								# short slice does have padding
								self.assertTrue(pad_token_id in out_sa["""input_ids"""][1]				)
								self.assertTrue(0 in out_sa["""attention_mask"""][1]				)

								# p
								# test single pair max_length padding
								self.assertEqual(out_p["""input_ids"""].shape[-1]		,      60				)
								self.assertTrue(pad_token_id in out_p["""input_ids"""]				)
								self.assertTrue(0 in out_p["""attention_mask"""]				)

								# p2
								# test automatic padding pair
								self.assertEqual(out_pa["""input_ids"""].shape[-1]		,      52				)
								# long slice pair doesn't have padding
								self.assertFalse(pad_token_id in out_pa["""input_ids"""][0]				)
								self.assertFalse(0 in out_pa["""attention_mask"""][0]				)
								# short slice pair does have padding
								self.assertTrue(pad_token_id in out_pa["""input_ids"""][1]				)
								self.assertTrue(0 in out_pa["""attention_mask"""][1]				)
							def       lowerCamelCase__							(						self						:Union[str, Any]				):







								'''simple docstring'''







								a										=							"""$$$"""
								a										=							GPTaTokenizer.from_pretrained(self.tmpdirname		,      bos_token=__magic_name__		,      add_bos_token=__magic_name__				)

								a										=							"""This is a simple input"""
								a										=							["""This is a simple input 1""", """This is a simple input 2"""]

								a										=							tokenizer.bos_token_id

								a										=							tokenizer(__magic_name__				)
								a										=							tokenizer(__magic_name__				)

								self.assertEqual(out_s.input_ids[0]		,      __magic_name__				)
								self.assertTrue(all(o[0] == bos_token_id for o in out_sa.input_ids				)				)

								a										=							tokenizer.decode(out_s.input_ids				)
								a										=							tokenizer.batch_decode(out_sa.input_ids				)

								self.assertEqual(decode_s.split()[0]		,      __magic_name__				)
								self.assertTrue(all(d.split()[0] == bos_token for d in decode_sa				)				)
							def       lowerCamelCase__							(						self						:Optional[int]				):







								'''simple docstring'''







								pass





							def       lowerCamelCase__							(						self						:Any				):







								'''simple docstring'''







								a										=							[self.get_tokenizer(do_lower_case=__magic_name__		,      add_bos_token=__magic_name__				)]
								for tokenizer in tokenizers:
									with self.subTest(F'{tokenizer.__class__.__name__}'				):
										a										=							"""Encode this."""
										a										=							"""This one too please."""
										a										=							tokenizer.encode(__magic_name__		,      add_special_tokens=__magic_name__				)
										encoded_sequence += tokenizer.encode(__magic_name__		,      add_special_tokens=__magic_name__				)
										a										=							tokenizer.encode_plus(
										    __magic_name__		,      __magic_name__		,      add_special_tokens=__magic_name__		,      return_special_tokens_mask=__magic_name__		,      )
										a										=							encoded_sequence_dict["""input_ids"""]
										a										=							encoded_sequence_dict["""special_tokens_mask"""]
										self.assertEqual(len(__magic_name__				)		,      len(__magic_name__				)				)

										a										=							[
										    (x if not special_tokens_mask[i] else None) for i, x in enumerate(__magic_name__				)
										]
										a										=							[x for x in filtered_sequence if x is not None]
										self.assertEqual(__magic_name__		,      __magic_name__				)







@require_tokenizers
class 		__lowerCAmelCase	(	unittest.TestCase ):
							def       lowerCamelCase__							(						self						:Optional[int]				):







								'''simple docstring'''







								a										=							AutoTokenizer.from_pretrained("""facebook/opt-350m"""		,      from_slow=__magic_name__				)
								a										=							"""A photo of a cat"""

								a										=							tokenizer.encode(
								    __magic_name__		,      )
								self.assertEqual(__magic_name__		,      [2, 250, 1345, 9, 10, 4758]				)
								tokenizer.save_pretrained("""test_opt"""				)

								a										=							AutoTokenizer.from_pretrained("""./test_opt"""				)
								a										=							tokenizer.encode(
								    __magic_name__		,      )
								self.assertEqual(__magic_name__		,      [2, 250, 1345, 9, 10, 4758]				)
							def       lowerCamelCase__							(						self						:Union[str, Any]				):







								'''simple docstring'''







								a										=							AutoTokenizer.from_pretrained("""facebook/opt-350m"""		,      use_slow=__magic_name__				)
								a										=							"""A photo of a cat"""

								a										=							tokenizer.encode(
								    __magic_name__		,      )
								# Same as above
								self.assertEqual(__magic_name__		,      [2, 250, 1345, 9, 10, 4758]				)





							@unittest.skip("""This test is failing because of a bug in the fast tokenizer"""				)
							def       lowerCamelCase__							(						self						:str				):







								'''simple docstring'''







								a										=							AutoTokenizer.from_pretrained("""facebook/opt-350m"""		,      from_slow=__magic_name__				)

								a										=							"""bos"""
								a										=							tokenizer.get_vocab()["""bos"""]

								a										=							"""A photo of a cat"""
								a										=							tokenizer.encode(
								    __magic_name__		,      )
								# We changed the bos token
								self.assertEqual(__magic_name__		,      [3_1957, 250, 1345, 9, 10, 4758]				)
								tokenizer.save_pretrained("""./tok"""				)
								a										=							AutoTokenizer.from_pretrained("""./tok"""				)
								self.assertTrue(tokenizer.is_fast				)
								a										=							tokenizer.encode(
								    __magic_name__		,      )
								self.assertEqual(__magic_name__		,      [3_1957, 250, 1345, 9, 10, 4758]				)

