




"""simple docstring"""







import pickle
import shutil
import tempfile
import unittest

from transformers import SPIECE_UNDERLINE, XGLMTokenizer, XGLMTokenizerFast
from transformers.testing_utils import get_tests_dir, require_sentencepiece, require_tokenizers, slow
from transformers.utils import cached_property

from ...test_tokenization_common import TokenizerTesterMixin


a            =							get_tests_dir('fixtures/test_sentencepiece.model')






@require_sentencepiece
@require_tokenizers
class 					SCREAMING_SNAKE_CASE__    (    a__  , unittest.TestCase    ):
						_a			  =  XGLMTokenizer
						_a			  =  XGLMTokenizerFast
						_a			  =  True
						_a			  =  True


						def      __lowercase       (							self :	Any    ):
										super().setUp()

										# We have a SentencePiece fixture for testing
										lowerCAmelCase              = XGLMTokenizer(UpperCamelCase_  ,  keep_accents=UpperCamelCase_    )
										tokenizer.save_pretrained(self.tmpdirname    )


						def      __lowercase       (							self :	Any    ):
										lowerCAmelCase              = '''<pad>'''
										lowerCAmelCase              = 1

										self.assertEqual(self.get_tokenizer()._convert_token_to_id(UpperCamelCase_    )  ,  UpperCamelCase_    )
										self.assertEqual(self.get_tokenizer()._convert_id_to_token(UpperCamelCase_    )  ,  UpperCamelCase_    )


						def      __lowercase       (							self :	List[str]    ):
										lowerCAmelCase              = list(self.get_tokenizer().get_vocab().keys()    )

										self.assertEqual(vocab_keys[0]  ,  """<s>"""    )
										self.assertEqual(vocab_keys[1]  ,  """<pad>"""    )
										self.assertEqual(len(UpperCamelCase_    )  ,  1008    )


						def      __lowercase       (							self :	Tuple    ):
										self.assertEqual(self.get_tokenizer().vocab_size  ,  1008    )


						def      __lowercase       (							self :	Any    ):
										lowerCAmelCase              = XGLMTokenizer(UpperCamelCase_  ,  keep_accents=UpperCamelCase_    )

										lowerCAmelCase              = tokenizer.tokenize("""This is a test"""    )
										self.assertListEqual(UpperCamelCase_  ,  ["""▁This""", """▁is""", """▁a""", """▁t""", """est"""]    )

										self.assertListEqual(
										    tokenizer.convert_tokens_to_ids(UpperCamelCase_    )  ,  [value + tokenizer.fairseq_offset for value in [285, 46, 10, 170, 382]]  ,  )

										lowerCAmelCase              = tokenizer.tokenize("""I was born in 92000, and this is falsé."""    )
										self.assertListEqual(
										    UpperCamelCase_  ,  [
										        SPIECE_UNDERLINE + """I""",
										        SPIECE_UNDERLINE + """was""",
										        SPIECE_UNDERLINE + """b""",
										        """or""",
										        """n""",
										        SPIECE_UNDERLINE + """in""",
										        SPIECE_UNDERLINE + """""",
										        """9""",
										        """2""",
										        """0""",
										        """0""",
										        """0""",
										        """,""",
										        SPIECE_UNDERLINE + """and""",
										        SPIECE_UNDERLINE + """this""",
										        SPIECE_UNDERLINE + """is""",
										        SPIECE_UNDERLINE + """f""",
										        """al""",
										        """s""",
										        """é""",
										        """.""",
										    ]  ,  )
										lowerCAmelCase              = tokenizer.convert_tokens_to_ids(UpperCamelCase_    )
										self.assertListEqual(
										    UpperCamelCase_  ,  [
										        value + tokenizer.fairseq_offset
										        for value in [8, 21, 84, 55, 24, 19, 7, 2, 602, 347, 347, 347, 3, 12, 66, 46, 72, 80, 6, 2, 4]
										    ]  ,  )

										lowerCAmelCase              = tokenizer.convert_ids_to_tokens(UpperCamelCase_    )
										self.assertListEqual(
										    UpperCamelCase_  ,  [
										        SPIECE_UNDERLINE + """I""",
										        SPIECE_UNDERLINE + """was""",
										        SPIECE_UNDERLINE + """b""",
										        """or""",
										        """n""",
										        SPIECE_UNDERLINE + """in""",
										        SPIECE_UNDERLINE + """""",
										        """<unk>""",
										        """2""",
										        """0""",
										        """0""",
										        """0""",
										        """,""",
										        SPIECE_UNDERLINE + """and""",
										        SPIECE_UNDERLINE + """this""",
										        SPIECE_UNDERLINE + """is""",
										        SPIECE_UNDERLINE + """f""",
										        """al""",
										        """s""",
										        """<unk>""",
										        """.""",
										    ]  ,  )


						@cached_property
						def      __lowercase       (							self :	Optional[int]    ):
										return XGLMTokenizer.from_pretrained("""facebook/xglm-564M"""    )


						def      __lowercase       (							self :	str    ):
										with tempfile.NamedTemporaryFile() as f:
														shutil.copyfile(UpperCamelCase_  ,  f.name    )
														lowerCAmelCase              = XGLMTokenizer(f.name  ,  keep_accents=UpperCamelCase_    )
														lowerCAmelCase              = pickle.dumps(UpperCamelCase_    )
										pickle.loads(UpperCamelCase_    )


						def      __lowercase       (							self :	Dict    ):
										if not self.test_rust_tokenizer:
														return

										lowerCAmelCase              = self.get_tokenizer()
										lowerCAmelCase              = self.get_rust_tokenizer()

										lowerCAmelCase              = '''I was born in 92000, and this is falsé.'''

										lowerCAmelCase              = tokenizer.tokenize(UpperCamelCase_    )
										lowerCAmelCase              = rust_tokenizer.tokenize(UpperCamelCase_    )
										self.assertListEqual(UpperCamelCase_  ,  UpperCamelCase_    )

										lowerCAmelCase              = tokenizer.encode(UpperCamelCase_  ,  add_special_tokens=UpperCamelCase_    )
										lowerCAmelCase              = rust_tokenizer.encode(UpperCamelCase_  ,  add_special_tokens=UpperCamelCase_    )
										self.assertListEqual(UpperCamelCase_  ,  UpperCamelCase_    )

										lowerCAmelCase              = self.get_rust_tokenizer()
										lowerCAmelCase              = tokenizer.encode(UpperCamelCase_    )
										lowerCAmelCase              = rust_tokenizer.encode(UpperCamelCase_    )
										self.assertListEqual(UpperCamelCase_  ,  UpperCamelCase_    )


						@slow
						def      __lowercase       (							self :	List[Any]    ):
										lowerCAmelCase              = '''Hello World!'''
										lowerCAmelCase              = [2, 3_1227, 4447, 35]

										self.assertListEqual(UpperCamelCase_  ,  self.big_tokenizer.encode(UpperCamelCase_    )    )


						@slow
						def      __lowercase       (							self :	int    ):
										lowerCAmelCase              = (
										    '''This is a very long text with a lot of weird characters, such as: . , ~ ? ( ) " [ ] ! : - . Also we will'''
										    ''' add words that should not exsist and be tokenized to unk, such as saoneuhaoesuth'''
										)
										# fmt: off
										lowerCAmelCase              = [2, 1018, 67, 11, 1988, 2617, 5631, 278, 11, 3407, 48, 7_1630, 2_8085, 4, 3234, 157, 13, 6, 5, 6, 4, 3526, 768, 15, 659, 57, 298, 3983, 864, 129, 21, 6, 5, 1_3675, 377, 652, 7580, 1_0341, 155, 2817, 422, 1666, 7, 1674, 53, 113, 20_2277, 1_7892, 33, 60, 87, 4, 3234, 157, 61, 2667, 5_2376, 19, 88, 23, 735]
										# fmt: on

										self.assertListEqual(UpperCamelCase_  ,  self.big_tokenizer.encode(UpperCamelCase_    )    )




						@slow
						def      __lowercase       (							self :	Any    ):
										# fmt: off
										lowerCAmelCase              = {
										    '''input_ids''': [[2, 10_8825, 1163, 15, 8_8010, 473, 1_5898, 157, 1_3672, 1857, 312, 8, 23_8021, 1163, 53, 1_3672, 1857, 312, 8, 5_3283, 18_2396, 8, 1_8566, 16, 3_6733, 4101, 8, 230, 24_4017, 12_2553, 7, 15, 13_2597, 4, 293, 1_2511, 7610, 4, 3414, 13_2597, 9, 4, 3_2361, 362, 4, 734, 2_8512, 3_2569, 18, 4, 3_2361, 2_6096, 1_4982, 73, 1_8715, 2_1433, 23_5261, 15, 492, 1_2427, 16, 53, 1_8715, 2_1433, 6_5454, 15, 2_3659, 563, 16, 278, 597, 2843, 595, 7931, 18_2396, 6_4186, 22, 886, 595, 13_2981, 53, 2_5540, 3449, 4_3982, 3_9901, 5951, 878, 330, 4, 2_7694, 8_0269, 312, 53, 6517, 1_1780, 611, 2_0408, 5], [2, 6, 13_2597, 67, 4_2897, 33, 592, 8, 16_3729, 2_5540, 361, 13_6997, 10_9514, 17_3230, 7, 501, 60, 10_2913, 196, 5631, 235, 6_3243, 473, 6, 23_1757, 74, 5277, 7905, 53, 3095, 3_7317, 22, 454, 18_3874, 5], [2, 268, 3_1298, 4_6530, 6, 13_2935, 4_3831, 7, 597, 32, 24, 3688, 9865, 5]],
										    '''attention_mask''': [[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]]
										}  # noqa: E501
										# fmt: on

										self.tokenizer_integration_test_util(
										    expected_encoding=UpperCamelCase_  ,  model_name="""facebook/xglm-564M"""  ,  padding=UpperCamelCase_  ,  )









"""simple docstring"""





def    _snake_case  (  _snake_case :	int	):

      if not isinstance(_snake_case       ,      _snake_case	):
            raise TypeError('''only integers accepted as input'''	)
      else:
            lowerCAmelCase    :		List[str]				=      str(abs(_snake_case	)	)
            lowerCAmelCase    :		Optional[Any]				=      [list(_snake_case	) for char in range(len(_snake_case	)	)]
            for index in range(len(_snake_case	)	):
                  num_transpositions[index].pop(_snake_case	)
            return max(
                int(''''''.join(list(_snake_case	)	)	) for transposition in num_transpositions	)


if __name__ == "__main__":
 __import__('''doctest''').testmod()


