




'''simple docstring'''







import os
import unittest

from transformers import MobileBertTokenizer, MobileBertTokenizerFast
from transformers.models.bert.tokenization_bert import (
    VOCAB_FILES_NAMES,
    BasicTokenizer,
    WordpieceTokenizer,
    _is_control,
    _is_punctuation,
    _is_whitespace,
)
from transformers.testing_utils import require_tokenizers, slow

from ...test_tokenization_common import TokenizerTesterMixin, filter_non_english


@require_tokenizers
class 			_a  (	A_							,							unittest.TestCase ):
       __a				:     Optional[Any]   				=					MobileBertTokenizer
       __a				:     List[str]   				=					MobileBertTokenizerFast
       __a				:     Union[str, Any]   				=					True
       __a				:     Dict   				=					True
       __a				:     List[Any]   				=					filter_non_english
       __a				:     Dict   				=					"""google/mobilebert-uncased"""
       def     A      (	self						:	Optional[int]				):



           '''simple docstring'''

           super().setUp()

           UpperCAmelCase			       =		[
               '''[UNK]''',
               '''[CLS]''',
               '''[SEP]''',
               '''[PAD]''',
               '''[MASK]''',
               '''want''',
               '''##want''',
               '''##ed''',
               '''wa''',
               '''un''',
               '''runn''',
               '''##ing''',
               ''',''',
               '''low''',
               '''lowest''',
           ]
           UpperCAmelCase			       =		os.path.join(self.tmpdirname   ,				VOCAB_FILES_NAMES['''vocab_file''']				)
           with open(self.vocab_file   ,				'''w'''   ,				encoding='''utf-8'''				) as vocab_writer:
               vocab_writer.write(''''''.join([x + '''\n''' for x in vocab_tokens]				)				)

           UpperCAmelCase			       =		[
               (tokenizer_def[0], self.pre_trained_model_path, tokenizer_def[2])  # else the 'google/' prefix is stripped
               for tokenizer_def in self.tokenizers_list
           ]
       def     A      (	self						:	Any   ,				lowercase						:	List[str]				):



           '''simple docstring'''

           UpperCAmelCase			       =		'''UNwant\u00E9d,running'''
           UpperCAmelCase			       =		'''unwanted, running'''
           return input_text, output_text
       def     A      (	self						:	Any				):



           '''simple docstring'''

           UpperCAmelCase			       =		self.tokenizer_class(self.vocab_file				)

           UpperCAmelCase			       =		tokenizer.tokenize('''UNwant\u00E9d,running'''				)
           self.assertListEqual(_lowerCamelCase   ,				['''un''', '''##want''', '''##ed''', ''',''', '''runn''', '''##ing''']				)
           self.assertListEqual(tokenizer.convert_tokens_to_ids(_lowerCamelCase				)   ,				[9, 6, 7, 12, 10, 11]				)
       def     A      (	self						:	Optional[Any]				):



           '''simple docstring'''

           if not self.test_rust_tokenizer:
               return

           UpperCAmelCase			       =		self.get_tokenizer()
           UpperCAmelCase			       =		self.get_rust_tokenizer()

           UpperCAmelCase			       =		'''UNwant\u00E9d,running'''

           UpperCAmelCase			       =		tokenizer.tokenize(_lowerCamelCase				)
           UpperCAmelCase			       =		rust_tokenizer.tokenize(_lowerCamelCase				)
           self.assertListEqual(_lowerCamelCase   ,				_lowerCamelCase				)

           UpperCAmelCase			       =		tokenizer.encode(_lowerCamelCase   ,				add_special_tokens=_lowerCamelCase				)
           UpperCAmelCase			       =		rust_tokenizer.encode(_lowerCamelCase   ,				add_special_tokens=_lowerCamelCase				)
           self.assertListEqual(_lowerCamelCase   ,				_lowerCamelCase				)

           UpperCAmelCase			       =		self.get_rust_tokenizer()
           UpperCAmelCase			       =		tokenizer.encode(_lowerCamelCase				)
           UpperCAmelCase			       =		rust_tokenizer.encode(_lowerCamelCase				)
           self.assertListEqual(_lowerCamelCase   ,				_lowerCamelCase				)

           # With lower casing
           UpperCAmelCase			       =		self.get_tokenizer(do_lower_case=_lowerCamelCase				)
           UpperCAmelCase			       =		self.get_rust_tokenizer(do_lower_case=_lowerCamelCase				)

           UpperCAmelCase			       =		'''UNwant\u00E9d,running'''

           UpperCAmelCase			       =		tokenizer.tokenize(_lowerCamelCase				)
           UpperCAmelCase			       =		rust_tokenizer.tokenize(_lowerCamelCase				)
           self.assertListEqual(_lowerCamelCase   ,				_lowerCamelCase				)

           UpperCAmelCase			       =		tokenizer.encode(_lowerCamelCase   ,				add_special_tokens=_lowerCamelCase				)
           UpperCAmelCase			       =		rust_tokenizer.encode(_lowerCamelCase   ,				add_special_tokens=_lowerCamelCase				)
           self.assertListEqual(_lowerCamelCase   ,				_lowerCamelCase				)

           UpperCAmelCase			       =		self.get_rust_tokenizer()
           UpperCAmelCase			       =		tokenizer.encode(_lowerCamelCase				)
           UpperCAmelCase			       =		rust_tokenizer.encode(_lowerCamelCase				)
           self.assertListEqual(_lowerCamelCase   ,				_lowerCamelCase				)
       def     A      (	self						:	Any				):



           '''simple docstring'''

           UpperCAmelCase			       =		BasicTokenizer()

           self.assertListEqual(tokenizer.tokenize('''ah\u535A\u63A8zz'''				)   ,				['''ah''', '''\u535A''', '''\u63A8''', '''zz''']				)
       def     A      (	self						:	int				):



           '''simple docstring'''

           UpperCAmelCase			       =		BasicTokenizer(do_lower_case=_lowerCamelCase				)

           self.assertListEqual(
               tokenizer.tokenize(''' \tHeLLo!how  \n Are yoU?  '''				)   ,				['''hello''', '''!''', '''how''', '''are''', '''you''', '''?''']				)
           self.assertListEqual(tokenizer.tokenize('''H\u00E9llo'''				)   ,				['''hello''']				)
       def     A      (	self						:	Tuple				):



           '''simple docstring'''

           UpperCAmelCase			       =		BasicTokenizer(do_lower_case=_lowerCamelCase   ,				strip_accents=_lowerCamelCase				)

           self.assertListEqual(
               tokenizer.tokenize(''' \tHäLLo!how  \n Are yoU?  '''				)   ,				['''hällo''', '''!''', '''how''', '''are''', '''you''', '''?''']				)
           self.assertListEqual(tokenizer.tokenize('''H\u00E9llo'''				)   ,				['''h\u00E9llo''']				)
       def     A      (	self						:	Optional[int]				):



           '''simple docstring'''

           UpperCAmelCase			       =		BasicTokenizer(do_lower_case=_lowerCamelCase   ,				strip_accents=_lowerCamelCase				)

           self.assertListEqual(
               tokenizer.tokenize(''' \tHäLLo!how  \n Are yoU?  '''				)   ,				['''hallo''', '''!''', '''how''', '''are''', '''you''', '''?''']				)
           self.assertListEqual(tokenizer.tokenize('''H\u00E9llo'''				)   ,				['''hello''']				)
       def     A      (	self						:	Tuple				):



           '''simple docstring'''

           UpperCAmelCase			       =		BasicTokenizer(do_lower_case=_lowerCamelCase				)

           self.assertListEqual(
               tokenizer.tokenize(''' \tHäLLo!how  \n Are yoU?  '''				)   ,				['''hallo''', '''!''', '''how''', '''are''', '''you''', '''?''']				)
           self.assertListEqual(tokenizer.tokenize('''H\u00E9llo'''				)   ,				['''hello''']				)
       def     A      (	self						:	str				):



           '''simple docstring'''

           UpperCAmelCase			       =		BasicTokenizer(do_lower_case=_lowerCamelCase				)

           self.assertListEqual(
               tokenizer.tokenize(''' \tHeLLo!how  \n Are yoU?  '''				)   ,				['''HeLLo''', '''!''', '''how''', '''Are''', '''yoU''', '''?''']				)
       def     A      (	self						:	Optional[Any]				):



           '''simple docstring'''

           UpperCAmelCase			       =		BasicTokenizer(do_lower_case=_lowerCamelCase   ,				strip_accents=_lowerCamelCase				)

           self.assertListEqual(
               tokenizer.tokenize(''' \tHäLLo!how  \n Are yoU?  '''				)   ,				['''HäLLo''', '''!''', '''how''', '''Are''', '''yoU''', '''?''']				)
       def     A      (	self						:	str				):



           '''simple docstring'''

           UpperCAmelCase			       =		BasicTokenizer(do_lower_case=_lowerCamelCase   ,				strip_accents=_lowerCamelCase				)

           self.assertListEqual(
               tokenizer.tokenize(''' \tHäLLo!how  \n Are yoU?  '''				)   ,				['''HaLLo''', '''!''', '''how''', '''Are''', '''yoU''', '''?''']				)
       def     A      (	self						:	Dict				):



           '''simple docstring'''

           UpperCAmelCase			       =		BasicTokenizer(do_lower_case=_lowerCamelCase   ,				never_split=['''[UNK]''']				)

           self.assertListEqual(
               tokenizer.tokenize(''' \tHeLLo!how  \n Are yoU? [UNK]'''				)   ,				['''HeLLo''', '''!''', '''how''', '''Are''', '''yoU''', '''?''', '''[UNK]''']				)
       def     A      (	self						:	Dict				):



           '''simple docstring'''

           UpperCAmelCase			       =		['''[UNK]''', '''[CLS]''', '''[SEP]''', '''want''', '''##want''', '''##ed''', '''wa''', '''un''', '''runn''', '''##ing''']

           UpperCAmelCase			       =		{}
           for i, token in enumerate(_lowerCamelCase				):
               UpperCAmelCase			       =		i
           UpperCAmelCase			       =		WordpieceTokenizer(vocab=_lowerCamelCase   ,				unk_token='''[UNK]'''				)

           self.assertListEqual(tokenizer.tokenize(''''''				)   ,				[]				)

           self.assertListEqual(tokenizer.tokenize('''unwanted running'''				)   ,				['''un''', '''##want''', '''##ed''', '''runn''', '''##ing''']				)

           self.assertListEqual(tokenizer.tokenize('''unwantedX running'''				)   ,				['''[UNK]''', '''runn''', '''##ing''']				)
       def     A      (	self						:	str				):



           '''simple docstring'''

           self.assertTrue(_is_whitespace(''' '''				)				)
           self.assertTrue(_is_whitespace('''\t'''				)				)
           self.assertTrue(_is_whitespace('''\r'''				)				)
           self.assertTrue(_is_whitespace('''\n'''				)				)
           self.assertTrue(_is_whitespace('''\u00A0'''				)				)

           self.assertFalse(_is_whitespace('''A'''				)				)
           self.assertFalse(_is_whitespace('''-'''				)				)
       def     A      (	self						:	Any				):



           '''simple docstring'''

           self.assertTrue(_is_control('''\u0005'''				)				)

           self.assertFalse(_is_control('''A'''				)				)
           self.assertFalse(_is_control(''' '''				)				)
           self.assertFalse(_is_control('''\t'''				)				)
           self.assertFalse(_is_control('''\r'''				)				)
       def     A      (	self						:	int				):



           '''simple docstring'''

           self.assertTrue(_is_punctuation('''-'''				)				)
           self.assertTrue(_is_punctuation('''$'''				)				)
           self.assertTrue(_is_punctuation('''`'''				)				)
           self.assertTrue(_is_punctuation('''.'''				)				)

           self.assertFalse(_is_punctuation('''A'''				)				)
           self.assertFalse(_is_punctuation(''' '''				)				)
       def     A      (	self						:	Dict				):



           '''simple docstring'''

           UpperCAmelCase			       =		self.get_tokenizer()
           UpperCAmelCase			       =		self.get_rust_tokenizer()

           # Example taken from the issue https://github.com/huggingface/tokenizers/issues/340
           self.assertListEqual([tokenizer.tokenize(_lowerCamelCase				) for t in ['''Test''', '''\xad''', '''test''']]   ,				[['''[UNK]'''], [], ['''[UNK]''']]				)

           self.assertListEqual(
               [rust_tokenizer.tokenize(_lowerCamelCase				) for t in ['''Test''', '''\xad''', '''test''']]   ,				[['''[UNK]'''], [], ['''[UNK]''']]				)
       @slow
       def     A      (	self						:	Optional[Any]				):



           '''simple docstring'''

           UpperCAmelCase			       =		self.tokenizer_class.from_pretrained('''google/mobilebert-uncased'''				)

           UpperCAmelCase			       =		tokenizer.encode('''sequence builders'''   ,				add_special_tokens=_lowerCamelCase				)
           UpperCAmelCase			       =		tokenizer.encode('''multi-sequence build'''   ,				add_special_tokens=_lowerCamelCase				)

           UpperCAmelCase			       =		tokenizer.build_inputs_with_special_tokens(_lowerCamelCase				)
           UpperCAmelCase			       =		tokenizer.build_inputs_with_special_tokens(_lowerCamelCase   ,				_lowerCamelCase				)

           assert encoded_sentence == [101] + text + [102]
           assert encoded_pair == [101] + text + [102] + text_a + [102]
       def     A      (	self						:	List[str]				):



           '''simple docstring'''

           for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
               with self.subTest(f"{tokenizer.__class__.__name__} ({pretrained_name})"				):
                   UpperCAmelCase			       =		self.rust_tokenizer_class.from_pretrained(_lowerCamelCase   ,				**_lowerCamelCase				)

                   UpperCAmelCase			       =		f"A, naïve {tokenizer_r.mask_token} AllenNLP sentence."
                   UpperCAmelCase			       =		tokenizer_r.encode_plus(
                       _lowerCamelCase   ,				return_attention_mask=_lowerCamelCase   ,				return_token_type_ids=_lowerCamelCase   ,				return_offsets_mapping=_lowerCamelCase   ,				add_special_tokens=_lowerCamelCase   ,				)

                   UpperCAmelCase			       =		tokenizer_r.do_lower_case if hasattr(_lowerCamelCase   ,				'''do_lower_case'''				) else False
                   UpperCAmelCase			       =		(
                       [
                           ((0, 0), tokenizer_r.cls_token),
                           ((0, 1), '''A'''),
                           ((1, 2), ''','''),
                           ((3, 5), '''na'''),
                           ((5, 6), '''##ï'''),
                           ((6, 8), '''##ve'''),
                           ((9, 15), tokenizer_r.mask_token),
                           ((16, 21), '''Allen'''),
                           ((21, 23), '''##NL'''),
                           ((23, 24), '''##P'''),
                           ((25, 33), '''sentence'''),
                           ((33, 34), '''.'''),
                           ((0, 0), tokenizer_r.sep_token),
                       ]
                       if not do_lower_case
                       else [
                           ((0, 0), tokenizer_r.cls_token),
                           ((0, 1), '''a'''),
                           ((1, 2), ''','''),
                           ((3, 8), '''naive'''),
                           ((9, 15), tokenizer_r.mask_token),
                           ((16, 21), '''allen'''),
                           ((21, 23), '''##nl'''),
                           ((23, 24), '''##p'''),
                           ((25, 33), '''sentence'''),
                           ((33, 34), '''.'''),
                           ((0, 0), tokenizer_r.sep_token),
                       ]
                   )

                   self.assertEqual(
                       [e[1] for e in expected_results]   ,				tokenizer_r.convert_ids_to_tokens(tokens['''input_ids''']				)				)
                   self.assertEqual([e[0] for e in expected_results]   ,				tokens['''offset_mapping''']				)







       def     A      (	self						:	List[str]				):



           '''simple docstring'''

           UpperCAmelCase			       =		['''的''', '''人''', '''有''']
           UpperCAmelCase			       =		''''''.join(_lowerCamelCase				)
           for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
               with self.subTest(f"{tokenizer.__class__.__name__} ({pretrained_name})"				):
                   UpperCAmelCase			       =		True
                   UpperCAmelCase			       =		self.tokenizer_class.from_pretrained(_lowerCamelCase   ,				**_lowerCamelCase				)
                   UpperCAmelCase			       =		self.rust_tokenizer_class.from_pretrained(_lowerCamelCase   ,				**_lowerCamelCase				)

                   UpperCAmelCase			       =		tokenizer_p.encode(_lowerCamelCase   ,				add_special_tokens=_lowerCamelCase				)
                   UpperCAmelCase			       =		tokenizer_r.encode(_lowerCamelCase   ,				add_special_tokens=_lowerCamelCase				)

                   UpperCAmelCase			       =		tokenizer_r.convert_ids_to_tokens(_lowerCamelCase				)
                   UpperCAmelCase			       =		tokenizer_p.convert_ids_to_tokens(_lowerCamelCase				)

                   # it is expected that each Chinese character is not preceded by "##"
                   self.assertListEqual(_lowerCamelCase   ,				_lowerCamelCase				)
                   self.assertListEqual(_lowerCamelCase   ,				_lowerCamelCase				)

                   UpperCAmelCase			       =		False
                   UpperCAmelCase			       =		self.rust_tokenizer_class.from_pretrained(_lowerCamelCase   ,				**_lowerCamelCase				)
                   UpperCAmelCase			       =		self.tokenizer_class.from_pretrained(_lowerCamelCase   ,				**_lowerCamelCase				)

                   UpperCAmelCase			       =		tokenizer_r.encode(_lowerCamelCase   ,				add_special_tokens=_lowerCamelCase				)
                   UpperCAmelCase			       =		tokenizer_p.encode(_lowerCamelCase   ,				add_special_tokens=_lowerCamelCase				)

                   UpperCAmelCase			       =		tokenizer_r.convert_ids_to_tokens(_lowerCamelCase				)
                   UpperCAmelCase			       =		tokenizer_p.convert_ids_to_tokens(_lowerCamelCase				)

                   # it is expected that only the first Chinese character is not preceded by "##".
                   UpperCAmelCase			       =		[
                       f"##{token}" if idx != 0 else token for idx, token in enumerate(_lowerCamelCase				)
                   ]
                   self.assertListEqual(_lowerCamelCase   ,				_lowerCamelCase				)
                   self.assertListEqual(_lowerCamelCase   ,				_lowerCamelCase				)






"""simple docstring"""



from __future__ import annotations

from bisect import bisect_left
from functools import total_ordering
from heapq import merge

@total_ordering
class       lowerCAmelCase__				(						A_	):







     def __lt__(							self			:			Any    ,      _lowerCamelCase			:			int			):
       return self[-1] < other[-1]







     def __eq__(							self			:			int    ,      _lowerCamelCase			:			Optional[Any]			):
       return self[-1] == other[-1]






def 					_UpperCAmelCase      ( __lowerCamelCase   :       list		)     ->					list:
  _snake_case					     =       []
  # sort into stacks
  for element in collection:
    _snake_case					     =       Stack([element]		)
    _snake_case					     =       bisect_left(__lowerCamelCase ,					__lowerCamelCase		)
    if i != len(__lowerCamelCase		):
      stacks[i].append(__lowerCamelCase		)
    else:
      stacks.append(__lowerCamelCase		)

    # use a heap-based merge to merge stack efficiently
  _snake_case					     =       merge(*(reversed(__lowerCamelCase		) for stack in stacks)		)
  return collection


if __name__ == "__main__":
 UpperCAmelCase__          = input('Enter numbers separated by a comma:\n').strip()
 UpperCAmelCase__          = [int(item) for item in user_input.split(',')]
 print(patience_sort(unsorted))



