


"""simple docstring"""






import json
import os
import unittest

from transformers import HerbertTokenizer, HerbertTokenizerFast
from transformers.models.herbert.tokenization_herbert import VOCAB_FILES_NAMES
from transformers.testing_utils import get_tests_dir, require_tokenizers, slow

from ...test_tokenization_common import TokenizerTesterMixin


@require_tokenizers
class 	A_       (     __lowercase      ,  unittest.TestCase   ):





  """simple docstring"""

  lowercase		:	List[Any]   =						HerbertTokenizer
  lowercase		:	str   =						HerbertTokenizerFast
  lowercase		:	str   =						True
  def 							lowercase_     (						self						)				->					List[str]:
     super().setUp()

     # Use a simpler test file without japanese/chinese characters
     with open(f'{get_tests_dir()}/fixtures/sample_text_no_unicode.txt'  ,					encoding='utf-8'						) as f_data:
        a   :	List[str]						=    f_data.read().replace('\n\n'  ,					'\n'						).strip()

     a   :	Any						=    [
         '<s>',
         '</s>',
         'l',
         'o',
         'w',
         'e',
         'r',
         's',
         't',
         'i',
         'd',
         'n',
         'w</w>',
         'r</w>',
         't</w>',
         'lo',
         'low',
         'er</w>',
         'low</w>',
         'lowest</w>',
         'newer</w>',
         'wider</w>',
         ',</w>',
         '<unk>',
     ]
     a   :	Dict						=    dict(zip(_UpperCamelCase  ,					range(len(_UpperCamelCase						)						)						)						)
     a   :	List[Any]						=    ['l o 123', 'lo w 1456', 'e r</w> 1789', '']

     a   :	str						=    os.path.join(self.tmpdirname  ,					VOCAB_FILES_NAMES['vocab_file']						)
     a   :	str						=    os.path.join(self.tmpdirname  ,					VOCAB_FILES_NAMES['merges_file']						)
     with open(self.vocab_file  ,					'w'						) as fp:
        fp.write(json.dumps(_UpperCamelCase						)						)
     with open(self.merges_file  ,					'w'						) as fp:
        fp.write('\n'.join(_UpperCamelCase						)						)
  def 							lowercase_     (						self  ,					__UpperCAmelCase						)				->					Any:
     a   :	Dict						=    'lower newer'
     a   :	Any						=    'lower newer'
     return input_text, output_text
  def 							lowercase_     (						self						)				->					Any:
     a   :	str						=    self.tokenizer_class(vocab_file=self.vocab_file  ,					merges_file=self.merges_file						)

     a   :	int						=    'lower'
     a   :	Dict						=    ['low', 'er</w>']
     a   :	Optional[int]						=    tokenizer.tokenize(_UpperCamelCase						)
     self.assertListEqual(_UpperCamelCase  ,					_UpperCamelCase						)

     a   :	Any						=    tokens + ['<unk>']
     a   :	str						=    [16, 17, 23]
     self.assertListEqual(tokenizer.convert_tokens_to_ids(_UpperCamelCase						)  ,					_UpperCamelCase						)
  def 							lowercase_     (						self						)				->					List[Any]:
     if not self.test_rust_tokenizer:
        return

     a   :	Optional[int]						=    self.get_tokenizer()
     a   :	int						=    self.get_rust_tokenizer()

     a   :	List[Any]						=    'lower,newer'

     a   :	Dict						=    tokenizer.tokenize(_UpperCamelCase						)
     a   :	int						=    rust_tokenizer.tokenize(_UpperCamelCase						)
     self.assertListEqual(_UpperCamelCase  ,					_UpperCamelCase						)

     a   :	Dict						=    tokenizer.encode(_UpperCamelCase  ,					add_special_tokens=_UpperCamelCase						)
     a   :	List[str]						=    rust_tokenizer.encode(_UpperCamelCase  ,					add_special_tokens=_UpperCamelCase						)
     self.assertListEqual(_UpperCamelCase  ,					_UpperCamelCase						)

     a   :	Tuple						=    self.get_rust_tokenizer()
     a   :	int						=    tokenizer.encode(_UpperCamelCase						)
     a   :	Tuple						=    rust_tokenizer.encode(_UpperCamelCase						)
     self.assertListEqual(_UpperCamelCase  ,					_UpperCamelCase						)






  @slow
  def 							lowercase_     (						self						)				->					Dict:
     a   :	Any						=    self.tokenizer_class.from_pretrained('allegro/herbert-base-cased'						)

     a   :	Optional[Any]						=    tokenizer.encode('konstruowanie sekwencji'  ,					add_special_tokens=_UpperCamelCase						)
     a   :	List[str]						=    tokenizer.encode('konstruowanie wielu sekwencji'  ,					add_special_tokens=_UpperCamelCase						)

     a   :	List[Any]						=    tokenizer.build_inputs_with_special_tokens(_UpperCamelCase						)
     a   :	Dict						=    tokenizer.build_inputs_with_special_tokens(_UpperCamelCase  ,					_UpperCamelCase						)

     assert encoded_sentence == [0] + text + [2]
     assert encoded_pair == [0] + text + [2] + text_a + [2]













from __future__ import annotations







def 						_UpperCamelCase (     UpperCamelCase_							:       list[int]		)	-> list[int]:

						"""simple docstring"""



						if not list_of_ints:
												return []

						if min(UpperCamelCase_		) < 0:
												raise ValueError('All numbers must be positive'		)

						lowerCAmelCase__         =    max(len(bin(UpperCamelCase_		)[2:]		) for x in list_of_ints		)
						return _msd_radix_sort(UpperCamelCase_     ,							UpperCamelCase_		)







def 						_UpperCamelCase (     UpperCamelCase_							:       list[int]     ,							UpperCamelCase_							:       int		)	-> list[int]:

						"""simple docstring"""



						if bit_position == 0 or len(UpperCamelCase_		) in [0, 1]:
												return list_of_ints

						lowerCAmelCase__         =    []
						lowerCAmelCase__         =    []
						# Split numbers based on bit at bit_position from the right
						for number in list_of_ints:
												if (number >> (bit_position - 1)) & 1:
																		# number has a one at bit bit_position
																		ones.append(UpperCamelCase_		)
												else:
																		# number has a zero at bit bit_position
																		zeros.append(UpperCamelCase_		)

    # recursively split both lists further
						lowerCAmelCase__         =    _msd_radix_sort(UpperCamelCase_     ,							bit_position - 1		)
						lowerCAmelCase__         =    _msd_radix_sort(UpperCamelCase_     ,							bit_position - 1		)

						# recombine lists
						lowerCAmelCase__         =    zeros
						res.extend(UpperCamelCase_		)

						return res







def 						_UpperCamelCase (     UpperCamelCase_							:       list[int]		)	-> Any:

						"""simple docstring"""



						lowerCAmelCase__         =    len(UpperCamelCase_		)
						if not list_of_ints or length == 1:
												return

						if min(UpperCamelCase_		) < 0:
												raise ValueError('All numbers must be positive'		)

						lowerCAmelCase__         =    max(len(bin(UpperCamelCase_		)[2:]		) for x in list_of_ints		)
						_msd_radix_sort_inplace(UpperCamelCase_     ,							UpperCamelCase_     ,							0     ,							UpperCamelCase_		)







def 						_UpperCamelCase (     UpperCamelCase_							:       list[int]     ,							UpperCamelCase_							:       int     ,							UpperCamelCase_							:       int     ,							UpperCamelCase_							:       int		)	-> int:

						"""simple docstring"""



						if bit_position == 0 or end_index - begin_index <= 1:
												return

						bit_position -= 1

						lowerCAmelCase__         =    begin_index
						lowerCAmelCase__         =    end_index - 1
						while i <= j:
												lowerCAmelCase__         =    False
												if not (list_of_ints[i] >> bit_position) & 1:
																		# found zero at the beginning
																		i += 1
																		lowerCAmelCase__         =    True
												if (list_of_ints[j] >> bit_position) & 1:
																		# found one at the end
																		j -= 1
																		lowerCAmelCase__         =    True

												if changed:
																		continue

												lowerCAmelCase__    ,							lowerCAmelCase__         =    list_of_ints[j], list_of_ints[i]
												j -= 1
												if j != i:
																		i += 1

						_msd_radix_sort_inplace(UpperCamelCase_     ,							UpperCamelCase_     ,							UpperCamelCase_     ,							UpperCamelCase_		)
						_msd_radix_sort_inplace(UpperCamelCase_     ,							UpperCamelCase_     ,							UpperCamelCase_     ,							UpperCamelCase_		)


if __name__ == "__main__":
					import doctest

					doctest.testmod()





