





import os
import unittest

from transformers import BertTokenizerFast
from transformers.models.bert.tokenization_bert import (
    VOCAB_FILES_NAMES,
    BasicTokenizer,
    BertTokenizer,
    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        SCREAMING_SNAKE_CASE     (UpperCAmelCase    ,			unittest.TestCase   ):
   _UpperCamelCase					:	Tuple				      = BertTokenizer
   _UpperCamelCase					:	Tuple				      = BertTokenizerFast
   _UpperCamelCase					:	Dict				      = True
   _UpperCamelCase					:	List[Any]				      = True
   _UpperCamelCase					:	List[Any]				      = filter_non_english


   def  SCREAMING_SNAKE_CASE_							(					self    :       Optional[int] )->     Union[str, Any]:





     """simple docstring"""







     super().setUp()

     lowercase__			    =						[
         '[UNK]',
         '[CLS]',
         '[SEP]',
         '[PAD]',
         '[MASK]',
         'want',
         '##want',
         '##ed',
         'wa',
         'un',
         'runn',
         '##ing',
         ',',
         'low',
         'lowest',
     ]
     lowercase__			    =						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] ) )


   def  SCREAMING_SNAKE_CASE_							(					self    :       str    ,  a    :       List[str] )->     Union[str, Any]:





     """simple docstring"""







     lowercase__			    =						'UNwant\u00E9d,running'
     lowercase__			    =						'unwanted, running'
     return input_text, output_text


   def  SCREAMING_SNAKE_CASE_							(					self    :       Optional[Any] )->     Optional[int]:





     """simple docstring"""







     lowercase__			    =						self.tokenizer_class(self.vocab_file )

     lowercase__			    =						tokenizer.tokenize('UNwant\u00E9d,running' )
     self.assertListEqual(a    ,  ['un', '##want', '##ed', ',', 'runn', '##ing'] )
     self.assertListEqual(tokenizer.convert_tokens_to_ids(a )    ,  [9, 6, 7, 12, 10, 11] )


   def  SCREAMING_SNAKE_CASE_							(					self    :       Any )->     Optional[int]:





     """simple docstring"""







     if not self.test_rust_tokenizer:
       return

     lowercase__			    =						self.get_tokenizer()
     lowercase__			    =						self.get_rust_tokenizer()

     lowercase__			    =						'UNwant\u00E9d,running'

     lowercase__			    =						tokenizer.tokenize(a )
     lowercase__			    =						rust_tokenizer.tokenize(a )
     self.assertListEqual(a    ,  a )

     lowercase__			    =						tokenizer.encode(a    ,  add_special_tokens=a )
     lowercase__			    =						rust_tokenizer.encode(a    ,  add_special_tokens=a )
     self.assertListEqual(a    ,  a )

     lowercase__			    =						self.get_rust_tokenizer()
     lowercase__			    =						tokenizer.encode(a )
     lowercase__			    =						rust_tokenizer.encode(a )
     self.assertListEqual(a    ,  a )

     # With lower casing
     lowercase__			    =						self.get_tokenizer(do_lower_case=a )
     lowercase__			    =						self.get_rust_tokenizer(do_lower_case=a )

     lowercase__			    =						'UNwant\u00E9d,running'

     lowercase__			    =						tokenizer.tokenize(a )
     lowercase__			    =						rust_tokenizer.tokenize(a )
     self.assertListEqual(a    ,  a )

     lowercase__			    =						tokenizer.encode(a    ,  add_special_tokens=a )
     lowercase__			    =						rust_tokenizer.encode(a    ,  add_special_tokens=a )
     self.assertListEqual(a    ,  a )

     lowercase__			    =						self.get_rust_tokenizer()
     lowercase__			    =						tokenizer.encode(a )
     lowercase__			    =						rust_tokenizer.encode(a )
     self.assertListEqual(a    ,  a )


   def  SCREAMING_SNAKE_CASE_							(					self    :       int )->     Optional[int]:





     """simple docstring"""







     lowercase__			    =						BasicTokenizer()

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


   def  SCREAMING_SNAKE_CASE_							(					self    :       Any )->     Union[str, Any]:





     """simple docstring"""







     lowercase__			    =						BasicTokenizer(do_lower_case=a )

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


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





     """simple docstring"""







     lowercase__			    =						BasicTokenizer(do_lower_case=a    ,  strip_accents=a )

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


   def  SCREAMING_SNAKE_CASE_							(					self    :       Tuple )->     Optional[Any]:





     """simple docstring"""







     lowercase__			    =						BasicTokenizer(do_lower_case=a    ,  strip_accents=a )

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


   def  SCREAMING_SNAKE_CASE_							(					self    :       List[Any] )->     Tuple:





     """simple docstring"""







     lowercase__			    =						BasicTokenizer(do_lower_case=a )

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


   def  SCREAMING_SNAKE_CASE_							(					self    :       str )->     Optional[Any]:





     """simple docstring"""







     lowercase__			    =						BasicTokenizer(do_lower_case=a )

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


   def  SCREAMING_SNAKE_CASE_							(					self    :       List[Any] )->     List[Any]:





     """simple docstring"""







     lowercase__			    =						BasicTokenizer(do_lower_case=a    ,  strip_accents=a )

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


   def  SCREAMING_SNAKE_CASE_							(					self    :       List[str] )->     List[str]:





     """simple docstring"""







     lowercase__			    =						BasicTokenizer(do_lower_case=a    ,  strip_accents=a )

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


   def  SCREAMING_SNAKE_CASE_							(					self    :       int )->     Dict:





     """simple docstring"""







     lowercase__			    =						BasicTokenizer(do_lower_case=a    ,  never_split=['[UNK]'] )

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


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





     """simple docstring"""







     lowercase__			    =						BasicTokenizer()
     lowercase__			    =						'a\n\'ll !!to?\'d of, can\'t.'
     lowercase__			    =						['a', '\'', 'll', '!', '!', 'to', '?', '\'', 'd', 'of', ',', 'can', '\'', 't', '.']
     self.assertListEqual(tokenizer.tokenize(a )    ,  a )


   def  SCREAMING_SNAKE_CASE_							(					self    :       Union[str, Any] )->     Tuple:





     """simple docstring"""







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

     lowercase__			    =						{}
     for i, token in enumerate(a ):
       lowercase__			    =						i
     lowercase__			    =						WordpieceTokenizer(vocab=a    ,  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  SCREAMING_SNAKE_CASE_							(					self    :       Any )->     int:





     """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  SCREAMING_SNAKE_CASE_							(					self    :       Any )->     Dict:





     """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  SCREAMING_SNAKE_CASE_							(					self    :       Dict )->     Union[str, Any]:





     """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  SCREAMING_SNAKE_CASE_							(					self    :       List[Any] )->     Union[str, Any]:





     """simple docstring"""







     lowercase__			    =						self.get_tokenizer()
     lowercase__			    =						self.get_rust_tokenizer()

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

     self.assertListEqual(
         [rust_tokenizer.tokenize(a ) for t in ['Test', '\xad', 'test']]    ,  [['[UNK]'], [], ['[UNK]']] )


   @slow
   def  SCREAMING_SNAKE_CASE_							(					self    :       Optional[Any] )->     Optional[Any]:





     """simple docstring"""







     lowercase__			    =						self.tokenizer_class.from_pretrained('bert-base-uncased' )

     lowercase__			    =						tokenizer.encode('sequence builders'    ,  add_special_tokens=a )
     lowercase__			    =						tokenizer.encode('multi-sequence build'    ,  add_special_tokens=a )

     lowercase__			    =						tokenizer.build_inputs_with_special_tokens(a )
     lowercase__			    =						tokenizer.build_inputs_with_special_tokens(a    ,  a )

     assert encoded_sentence == [101] + text + [102]
     assert encoded_pair == [101] + text + [102] + text_a + [102]


   def  SCREAMING_SNAKE_CASE_							(					self    :       Tuple )->     Any:





     """simple docstring"""







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

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

         lowercase__			    =						tokenizer_r.do_lower_case if hasattr(a    ,  'do_lower_case' ) else False
         lowercase__			    =						(
             [
                 ((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  SCREAMING_SNAKE_CASE_							(					self    :       Tuple )->     Dict:





     """simple docstring"""







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

         lowercase__			    =						tokenizer_p.encode(a    ,  add_special_tokens=a )
         lowercase__			    =						tokenizer_r.encode(a    ,  add_special_tokens=a )

         lowercase__			    =						tokenizer_r.convert_ids_to_tokens(a )
         lowercase__			    =						tokenizer_p.convert_ids_to_tokens(a )

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

         lowercase__			    =						False
         lowercase__			    =						self.rust_tokenizer_class.from_pretrained(a    ,  **a )
         lowercase__			    =						self.tokenizer_class.from_pretrained(a    ,  **a )

         lowercase__			    =						tokenizer_r.encode(a    ,  add_special_tokens=a )
         lowercase__			    =						tokenizer_p.encode(a    ,  add_special_tokens=a )

         lowercase__			    =						tokenizer_r.convert_ids_to_tokens(a )
         lowercase__			    =						tokenizer_p.convert_ids_to_tokens(a )

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









def     __UpperCamelCase						(_SCREAMING_SNAKE_CASE	)       ->     List[Any]:
  stooge(_SCREAMING_SNAKE_CASE	,		0	,		len(_SCREAMING_SNAKE_CASE	) - 1	)
  return arr




def     __UpperCamelCase						(_SCREAMING_SNAKE_CASE	,		_SCREAMING_SNAKE_CASE	,		_SCREAMING_SNAKE_CASE	)       ->     int:
  if i >= h:
    return

  # If first element is smaller than the last then swap them
  if arr[i] > arr[h]:
    lowercase__    ,					lowercase__			    =						arr[h], arr[i]

  # If there are more than 2 elements in the array
  if h - i + 1 > 2:
    lowercase__			    =						(int)((h - i + 1) / 3	)

    # Recursively sort first 2/3 elements
    stooge(_SCREAMING_SNAKE_CASE	,		_SCREAMING_SNAKE_CASE	,		(h - t)	)

    # Recursively sort last 2/3 elements
    stooge(_SCREAMING_SNAKE_CASE	,		i + t	,		(_SCREAMING_SNAKE_CASE)	)

    # Recursively sort first 2/3 elements
    stooge(_SCREAMING_SNAKE_CASE	,		_SCREAMING_SNAKE_CASE	,		(h - t)	)


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


