
'''simple docstring'''



import os
import unittest

from transformers.models.bartpho.tokenization_bartpho import VOCAB_FILES_NAMES, BartphoTokenizer
from transformers.testing_utils import get_tests_dir

from ...test_tokenization_common import TokenizerTesterMixin


_lowercase    =		get_tests_dir("""fixtures/test_sentencepiece_bpe.model""")




class   UpperCAmelCase_					(		_SCREAMING_SNAKE_CASE	,							unittest.TestCase			):






						'''simple docstring'''






						_lowercase		:				Optional[Any]									=       BartphoTokenizer
						_lowercase		:				List[str]									=       False
						_lowercase		:				Optional[Any]									=       True




						def  _lowercase     ( self				):

												"""simple docstring"""



												super().setUp()

												_lowerCAmelCase  						=			["""▁This""", """▁is""", """▁a""", """▁t""", """est"""]
												_lowerCAmelCase  						=			dict(zip(_lowercase   ,       range(len(_lowercase				)				)				)				)
												_lowerCAmelCase  						=			{"""unk_token""": """<unk>"""}

												_lowerCAmelCase  						=			os.path.join(self.tmpdirname   ,       VOCAB_FILES_NAMES["""monolingual_vocab_file"""]				)
												with open(self.monolingual_vocab_file   ,       """w"""   ,       encoding="""utf-8"""				) as fp:
																		for token in vocab_tokens:
																								fp.write(F'{token} {vocab_tokens[token]}\n'				)

												_lowerCAmelCase  						=			BartphoTokenizer(_lowercase   ,       self.monolingual_vocab_file   ,       **self.special_tokens_map				)
												tokenizer.save_pretrained(self.tmpdirname				)




						def  _lowercase     ( self   ,       **_lowercase				):

												"""simple docstring"""



												kwargs.update(self.special_tokens_map				)
												return BartphoTokenizer.from_pretrained(self.tmpdirname   ,       **_lowercase				)




						def  _lowercase     ( self   ,       _lowercase				):

												"""simple docstring"""



												_lowerCAmelCase  						=			"""This is a là test"""
												_lowerCAmelCase  						=			"""This is a<unk><unk> test"""
												return input_text, output_text




						def  _lowercase     ( self				):

												"""simple docstring"""



												_lowerCAmelCase  						=			BartphoTokenizer(_lowercase   ,       self.monolingual_vocab_file   ,       **self.special_tokens_map				)
												_lowerCAmelCase  						=			"""This is a là test"""
												_lowerCAmelCase  						=			"""▁This ▁is ▁a ▁l à ▁t est""".split()
												_lowerCAmelCase  						=			tokenizer.tokenize(_lowercase				)
												self.assertListEqual(_lowercase   ,       _lowercase				)

												_lowerCAmelCase  						=			tokens + [tokenizer.unk_token]
												_lowerCAmelCase  						=			[4, 5, 6, 3, 3, 7, 8, 3]
												self.assertListEqual(tokenizer.convert_tokens_to_ids(_lowercase				)   ,       _lowercase				)


'''simple docstring'''



import logging

from transformers import PretrainedConfig


_lowercase    =		logging.getLogger(__name__)


_lowercase    =		{
    """bertabs-finetuned-cnndm""": """https://huggingface.co/remi/bertabs-finetuned-cnndm-extractive-abstractive-summarization/resolve/main/config.json""",
}




class   UpperCAmelCase_					(		_SCREAMING_SNAKE_CASE			):






						'''simple docstring'''






						_lowercase		:				Optional[Any]									=       '''bertabs'''




						def __init__( self   ,       _lowercase=30_522   ,       _lowercase=512   ,       _lowercase=6   ,       _lowercase=512   ,       _lowercase=8   ,       _lowercase=512   ,       _lowercase=0.2   ,       _lowercase=6   ,       _lowercase=768   ,       _lowercase=8   ,       _lowercase=2_048   ,       _lowercase=0.2   ,       **_lowercase   ,       ):

												"""simple docstring"""



												super().__init__(**_lowercase				)

												_lowerCAmelCase  						=			vocab_size
												_lowerCAmelCase  						=			max_pos

												_lowerCAmelCase  						=			enc_layers
												_lowerCAmelCase  						=			enc_hidden_size
												_lowerCAmelCase  						=			enc_heads
												_lowerCAmelCase  						=			enc_ff_size
												_lowerCAmelCase  						=			enc_dropout

												_lowerCAmelCase  						=			dec_layers
												_lowerCAmelCase  						=			dec_hidden_size
												_lowerCAmelCase  						=			dec_heads
												_lowerCAmelCase  						=			dec_ff_size
												_lowerCAmelCase  						=			dec_dropout
