





'''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


__lowerCAmelCase				:      str						      =get_tests_dir("fixtures/test_sentencepiece_bpe.model")






class   UpperCAmelCase      (			UpperCamelCase__     ,			unittest.TestCase							):
 __lowercase  						=							BartphoTokenizer
 __lowercase  						=							False
 __lowercase  						=							True
 def 	UpperCAmelCase_				(							self :Tuple				)->				Optional[Any]:
     super().setUp()

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

     A__							=     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"				)

     A__							=     BartphoTokenizer(lowercase_		,			self.monolingual_vocab_file		,			**self.special_tokens_map				)
     tokenizer.save_pretrained(self.tmpdirname				)
 def 	UpperCAmelCase_				(							self :Optional[Any]		,			**lowercase_ :Optional[Any]				)->				Union[str, Any]:
     kwargs.update(self.special_tokens_map				)
     return BartphoTokenizer.from_pretrained(self.tmpdirname		,			**lowercase_				)
 def 	UpperCAmelCase_				(							self :Any		,			lowercase_ :int				)->				str:
     A__							=     "This is a là test"
     A__							=     "This is a<unk><unk> test"
     return input_text, output_text



 def 	UpperCAmelCase_				(							self :Any				)->				Any:
     A__							=     BartphoTokenizer(lowercase_		,			self.monolingual_vocab_file		,			**self.special_tokens_map				)
     A__							=     "This is a là test"
     A__							=     "▁This ▁is ▁a ▁l à ▁t est".split()
     A__							=     tokenizer.tokenize(lowercase_				)
     self.assertListEqual(lowercase_		,			lowercase_				)

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










'''simple docstring'''

from __future__ import annotations





def 		UpperCamelCase							(				_lowerCamelCase   :   list[int]			):  # This function is recursive
    A__							=     len(_lowerCamelCase			)
    # If the array contains only one element, we return it (it's the stop condition of
    # recursion)
    if array_length <= 1:
        return array
        # Else
    A__							=     array[0]
    A__							=     False
    A__							=     1
    A__							=     []
    while not is_found and i < array_length:
        if array[i] < pivot:
            A__							=     True
            A__							=     [element for element in array[i:] if element >= array[i]]
            A__							=     longest_subsequence(_lowerCamelCase			)
            if len(_lowerCamelCase			) > len(_lowerCamelCase			):
                A__							=     temp_array
        else:
            i += 1

    A__							=     [element for element in array[1:] if element >= pivot]
    A__							=     [pivot, *longest_subsequence(_lowerCamelCase			)]
    if len(_lowerCamelCase			) > len(_lowerCamelCase			):
        return temp_array
    else:
        return longest_subseq


if __name__ == "__main__":
  import doctest

  doctest.testmod()



