





"""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		(   _lowerCAmelCase			,       unittest.TestCase       ):
				UpperCamelCase			=					HerbertTokenizer
				UpperCamelCase			=					HerbertTokenizerFast
				UpperCamelCase			=					True






				def        snake_case			(				self	:					Any							)			->   Optional[Any]:




										'''simple docstring'''



										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:
																_UpperCamelCase    :      Optional[int]						     =					f_data.read().replace('''\n\n''',				'''\n'''							).strip()

										_UpperCamelCase    :      List[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>''',
										]
										_UpperCamelCase    :      Optional[int]						     =					dict(zip(lowerCAmelCase__,				range(len(lowerCAmelCase__							)							)							)							)
										_UpperCamelCase    :      Tuple						     =					['''l o 123''', '''lo w 1456''', '''e r</w> 1789''', '''''']

										_UpperCamelCase    :      Optional[int]						     =					os.path.join(self.tmpdirname,				VOCAB_FILES_NAMES['''vocab_file''']							)
										_UpperCamelCase    :      List[str]						     =					os.path.join(self.tmpdirname,				VOCAB_FILES_NAMES['''merges_file''']							)
										with open(self.vocab_file,				'''w'''							) as fp:
																fp.write(json.dumps(lowerCAmelCase__							)							)
										with open(self.merges_file,				'''w'''							) as fp:
																fp.write('''\n'''.join(lowerCAmelCase__							)							)






				def        snake_case			(				self	:					Optional[Any],				lowerCAmelCase__	:					Dict							)			->   int:




										'''simple docstring'''



										_UpperCamelCase    :      List[Any]						     =					'''lower newer'''
										_UpperCamelCase    :      str						     =					'''lower newer'''
										return input_text, output_text






				def        snake_case			(				self	:					List[str]							)			->   List[Any]:




										'''simple docstring'''



										_UpperCamelCase    :      int						     =					self.tokenizer_class(vocab_file=self.vocab_file,				merges_file=self.merges_file							)

										_UpperCamelCase    :      Union[str, Any]						     =					'''lower'''
										_UpperCamelCase    :      Tuple						     =					['''low''', '''er</w>''']
										_UpperCamelCase    :      Tuple						     =					tokenizer.tokenize(lowerCAmelCase__							)
										self.assertListEqual(lowerCAmelCase__,				lowerCAmelCase__							)

										_UpperCamelCase    :      Dict						     =					tokens + ['''<unk>''']
										_UpperCamelCase    :      str						     =					[1_6, 1_7, 2_3]
										self.assertListEqual(tokenizer.convert_tokens_to_ids(lowerCAmelCase__							),				lowerCAmelCase__							)






				def        snake_case			(				self	:					Tuple							)			->   str:




										'''simple docstring'''



										if not self.test_rust_tokenizer:
																return

										_UpperCamelCase    :      Optional[Any]						     =					self.get_tokenizer()
										_UpperCamelCase    :      Tuple						     =					self.get_rust_tokenizer()

										_UpperCamelCase    :      Dict						     =					'''lower,newer'''

										_UpperCamelCase    :      Any						     =					tokenizer.tokenize(lowerCAmelCase__							)
										_UpperCamelCase    :      Optional[int]						     =					rust_tokenizer.tokenize(lowerCAmelCase__							)
										self.assertListEqual(lowerCAmelCase__,				lowerCAmelCase__							)

										_UpperCamelCase    :      Optional[int]						     =					tokenizer.encode(lowerCAmelCase__,				add_special_tokens=lowerCAmelCase__							)
										_UpperCamelCase    :      Optional[Any]						     =					rust_tokenizer.encode(lowerCAmelCase__,				add_special_tokens=lowerCAmelCase__							)
										self.assertListEqual(lowerCAmelCase__,				lowerCAmelCase__							)

										_UpperCamelCase    :      Dict						     =					self.get_rust_tokenizer()
										_UpperCamelCase    :      Optional[Any]						     =					tokenizer.encode(lowerCAmelCase__							)
										_UpperCamelCase    :      List[str]						     =					rust_tokenizer.encode(lowerCAmelCase__							)
										self.assertListEqual(lowerCAmelCase__,				lowerCAmelCase__							)






				@slow
				def        snake_case			(				self	:					Tuple							)			->   Tuple:




										'''simple docstring'''



										_UpperCamelCase    :      Dict						     =					self.tokenizer_class.from_pretrained('''allegro/herbert-base-cased'''							)

										_UpperCamelCase    :      Any						     =					tokenizer.encode('''konstruowanie sekwencji''',				add_special_tokens=lowerCAmelCase__							)
										_UpperCamelCase    :      Any						     =					tokenizer.encode('''konstruowanie wielu sekwencji''',				add_special_tokens=lowerCAmelCase__							)

										_UpperCamelCase    :      Dict						     =					tokenizer.build_inputs_with_special_tokens(lowerCAmelCase__							)
										_UpperCamelCase    :      Optional[int]						     =					tokenizer.build_inputs_with_special_tokens(lowerCAmelCase__,				lowerCAmelCase__							)

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










"""simple docstring"""




def  a_       (							_lowercase     ):
						_UpperCamelCase    :      str						     =					len(_lowercase     )

						# Set the gap value to be decreased by a factor of 1.3
						# after each iteration
						_UpperCamelCase    :      str						     =					1.3

						# Continue sorting until the gap is 1
						while gap > 1:
												# Decrease the gap value
												_UpperCamelCase    :      Union[str, Any]						     =					int(gap / shrink     )

												# Sort the elements using insertion sort
												for i in range(_lowercase ,		len(_lowercase     )     ):
																		_UpperCamelCase    :      Optional[Any]						     =					collection[i]
																		_UpperCamelCase    :      int						     =					i
																		while j >= gap and collection[j - gap] > temp:
																								_UpperCamelCase    :      List[str]						     =					collection[j - gap]
																								j -= gap
																		_UpperCamelCase    :      Union[str, Any]						     =					temp

						return collection


if __name__ == "__main__":
						import doctest

						doctest.testmod()



