





'''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  ):

			'''simple docstring'''





			_lowerCAmelCase						=    HerbertTokenizer
			_lowerCAmelCase						=    HerbertTokenizerFast
			_lowerCAmelCase						=    True




			def       a	(					self   ):
								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											=   f_data.read().replace("\n\n"			,     "\n"   ).strip()

								_UpperCamelCase											=   [
								    "<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											=   dict(zip(A_			,     range(len(A_   )   )   )   )
								_UpperCamelCase											=   ["l o 123", "lo w 1456", "e r</w> 1789", ""]

								_UpperCamelCase											=   os.path.join(self.tmpdirname			,     VOCAB_FILES_NAMES["vocab_file"]   )
								_UpperCamelCase											=   os.path.join(self.tmpdirname			,     VOCAB_FILES_NAMES["merges_file"]   )
								with open(self.vocab_file			,     "w"   ) as fp:
													fp.write(json.dumps(A_   )   )
								with open(self.merges_file			,     "w"   ) as fp:
													fp.write("\n".join(A_   )   )




			def       a	(					self			,     A_   ):
								_UpperCamelCase											=   "lower newer"
								_UpperCamelCase											=   "lower newer"
								return input_text, output_text




			def       a	(					self   ):
								_UpperCamelCase											=   self.tokenizer_class(vocab_file=self.vocab_file			,     merges_file=self.merges_file   )

								_UpperCamelCase											=   "lower"
								_UpperCamelCase											=   ["low", "er</w>"]
								_UpperCamelCase											=   tokenizer.tokenize(A_   )
								self.assertListEqual(A_			,     A_   )

								_UpperCamelCase											=   tokens + ["<unk>"]
								_UpperCamelCase											=   [16, 17, 23]
								self.assertListEqual(tokenizer.convert_tokens_to_ids(A_   )			,     A_   )




			def       a	(					self   ):
								if not self.test_rust_tokenizer:
													return

								_UpperCamelCase											=   self.get_tokenizer()
								_UpperCamelCase											=   self.get_rust_tokenizer()

								_UpperCamelCase											=   "lower,newer"

								_UpperCamelCase											=   tokenizer.tokenize(A_   )
								_UpperCamelCase											=   rust_tokenizer.tokenize(A_   )
								self.assertListEqual(A_			,     A_   )

								_UpperCamelCase											=   tokenizer.encode(A_			,     add_special_tokens=A_   )
								_UpperCamelCase											=   rust_tokenizer.encode(A_			,     add_special_tokens=A_   )
								self.assertListEqual(A_			,     A_   )

								_UpperCamelCase											=   self.get_rust_tokenizer()
								_UpperCamelCase											=   tokenizer.encode(A_   )
								_UpperCamelCase											=   rust_tokenizer.encode(A_   )
								self.assertListEqual(A_			,     A_   )




			@slow
			def       a	(					self   ):
								_UpperCamelCase											=   self.tokenizer_class.from_pretrained("allegro/herbert-base-cased"   )

								_UpperCamelCase											=   tokenizer.encode("konstruowanie sekwencji"			,     add_special_tokens=A_   )
								_UpperCamelCase											=   tokenizer.encode("konstruowanie wielu sekwencji"			,     add_special_tokens=A_   )

								_UpperCamelCase											=   tokenizer.build_inputs_with_special_tokens(A_   )
								_UpperCamelCase											=   tokenizer.build_inputs_with_special_tokens(A_			,     A_   )

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









'''simple docstring'''



from __future__ import annotations



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






					"""simple docstring"""

					if not list_of_ints:
										return []

					if min(_UpperCamelCase				) < 0:
										raise ValueError("All numbers must be positive"				)

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



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






					"""simple docstring"""

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

					_UpperCamelCase											=   []
					_UpperCamelCase											=   []
					# 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
					_UpperCamelCase											=   _msd_radix_sort(_UpperCamelCase ,   bit_position - 1				)
					_UpperCamelCase											=   _msd_radix_sort(_UpperCamelCase ,   bit_position - 1				)

					# recombine lists
					_UpperCamelCase											=   zeros
					res.extend(_UpperCamelCase				)

					return res



def  lowercase__(		_UpperCamelCase  : list[int]				)->   Union[str, Any]:






					"""simple docstring"""

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

					if min(_UpperCamelCase				) < 0:
										raise ValueError("All numbers must be positive"				)

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



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






					"""simple docstring"""

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

					bit_position -= 1

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

										if changed:
															continue

										_UpperCamelCase				,	_UpperCamelCase											=   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()



