'''simple docstring'''




import os
import unittest

from transformers import BatchEncoding
from transformers.models.bert.tokenization_bert import (
    BasicTokenizer,
    WordpieceTokenizer,
    _is_control,
    _is_punctuation,
    _is_whitespace,
)
from transformers.models.prophetnet.tokenization_prophetnet import VOCAB_FILES_NAMES, ProphetNetTokenizer
from transformers.testing_utils import require_torch, slow

from ...test_tokenization_common import TokenizerTesterMixin


class       UpperCAmelCase__  (       _snake_case					,     unittest.TestCase			):






   """simple docstring"""
   A							:       Tuple     =    ProphetNetTokenizer
   A							:       str     =    False
   def 		_lowerCamelCase (self				)    ->     Tuple:
        super().setUp()

        lowercase_					:       Union[str, Any]     				=					[
            '[UNK]',
            '[CLS]',
            '[SEP]',
            '[PAD]',
            '[MASK]',
            'want',
            '##want',
            '##ed',
            'wa',
            'un',
            'runn',
            '##ing',
            ',',
            'low',
            'lowest',
        ]
        lowercase_					:       List[Any]     				=					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 		_lowerCamelCase (self       ,				_a				)    ->     Dict:
        lowercase_					:       Any     				=					'UNwant\u00E9d,running'
        lowercase_					:       List[Any]     				=					'unwanted, running'
        return input_text, output_text
   def 		_lowerCamelCase (self				)    ->     Optional[int]:
        lowercase_					:       Optional[Any]     				=					self.tokenizer_class(self.vocab_file				)

        lowercase_					:       Union[str, Any]     				=					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 		_lowerCamelCase (self				)    ->     Optional[int]:
        lowercase_					:       Dict     				=					BasicTokenizer()

        self.assertListEqual(tokenizer.tokenize('ah\u535A\u63A8zz'				)       ,				['ah', '\u535A', '\u63A8', 'zz']				)
   def 		_lowerCamelCase (self				)    ->     Any:
        lowercase_					:       Optional[Any]     				=					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 		_lowerCamelCase (self				)    ->     int:
        lowercase_					:       str     				=					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 		_lowerCamelCase (self				)    ->     Optional[Any]:
        lowercase_					:       Union[str, Any]     				=					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 		_lowerCamelCase (self				)    ->     List[str]:
        lowercase_					:       Any     				=					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 		_lowerCamelCase (self				)    ->     Union[str, Any]:
        lowercase_					:       Optional[Any]     				=					BasicTokenizer(do_lower_case=_a				)

        self.assertListEqual(
            tokenizer.tokenize(' \tHeLLo!how  \n Are yoU?  '				)       ,				['HeLLo', '!', 'how', 'Are', 'yoU', '?']				)
   def 		_lowerCamelCase (self				)    ->     Tuple:
        lowercase_					:       List[Any]     				=					BasicTokenizer(do_lower_case=_a       ,				strip_accents=_a				)

        self.assertListEqual(
            tokenizer.tokenize(' \tHäLLo!how  \n Are yoU?  '				)       ,				['HäLLo', '!', 'how', 'Are', 'yoU', '?']				)
   def 		_lowerCamelCase (self				)    ->     Tuple:
        lowercase_					:       List[Any]     				=					BasicTokenizer(do_lower_case=_a       ,				strip_accents=_a				)

        self.assertListEqual(
            tokenizer.tokenize(' \tHäLLo!how  \n Are yoU?  '				)       ,				['HaLLo', '!', 'how', 'Are', 'yoU', '?']				)
   def 		_lowerCamelCase (self				)    ->     Union[str, Any]:
        lowercase_					:       List[Any]     				=					BasicTokenizer(do_lower_case=_a       ,				never_split=['[UNK]']				)

        self.assertListEqual(
            tokenizer.tokenize(' \tHeLLo!how  \n Are yoU? [UNK]'				)       ,				['HeLLo', '!', 'how', 'Are', 'yoU', '?', '[UNK]']				)
   def 		_lowerCamelCase (self				)    ->     List[str]:
        lowercase_					:       Any     				=					['[UNK]', '[CLS]', '[SEP]', 'want', '##want', '##ed', 'wa', 'un', 'runn', '##ing']

        lowercase_					:       int     				=					{}
        for i, token in enumerate(_a				):
             lowercase_					:       List[Any]     				=					i
        lowercase_					:       Tuple     				=					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']				)
   @require_torch
   def 		_lowerCamelCase (self				)    ->     List[Any]:
        lowercase_					:       List[str]     				=					self.tokenizer_class.from_pretrained('microsoft/prophetnet-large-uncased'				)

        lowercase_					:       List[Any]     				=					['A long paragraph for summarization.', 'Another paragraph for summarization.']
        lowercase_					:       Dict     				=					[1_037, 2_146, 20_423, 2_005, 7_680, 7_849, 3_989, 1_012, 102]
        lowercase_					:       List[str]     				=					tokenizer(_a       ,				padding=_a       ,				return_tensors='pt'				)
        self.assertIsInstance(_a       ,				_a				)
        lowercase_					:       Optional[Any]     				=					list(batch.input_ids.numpy()[0]				)
        self.assertListEqual(_a       ,				_a				)

        self.assertEqual((2, 9)       ,				batch.input_ids.shape				)
        self.assertEqual((2, 9)       ,				batch.attention_mask.shape				)
   def 		_lowerCamelCase (self				)    ->     Union[str, Any]:
        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 		_lowerCamelCase (self				)    ->     List[str]:
        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 		_lowerCamelCase (self				)    ->     List[Any]:
        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(' '				)				)





   @slow
   def 		_lowerCamelCase (self				)    ->     Any:
        lowercase_					:       Optional[Any]     				=					self.tokenizer_class.from_pretrained('microsoft/prophetnet-large-uncased'				)

        lowercase_					:       Dict     				=					tokenizer.encode('sequence builders'       ,				add_special_tokens=_a				)
        lowercase_					:       Optional[int]     				=					tokenizer.encode('multi-sequence build'       ,				add_special_tokens=_a				)

        lowercase_					:       Union[str, Any]     				=					tokenizer.build_inputs_with_special_tokens(_a				)
        lowercase_					:       str     				=					tokenizer.build_inputs_with_special_tokens(_a       ,				_a				)

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





'''simple docstring'''




def _UpperCamelCase   (       SCREAMING_SNAKE_CASE_							):
     lowercase_					:       List[Any]     				=					len(SCREAMING_SNAKE_CASE_							)
     for _ in range(SCREAMING_SNAKE_CASE_							):
          for i in range(_ % 2  ,       arr_size - 1  ,       2							):
               if arr[i + 1] < arr[i]:
                    lowercase_				,lowercase_					:       Optional[Any]     				=					arr[i + 1], arr[i]

     return arr


if __name__ == "__main__":
 _A								=   list(range(1_0, 0, -1))
 print(F"""Original: {arr}. Sorted: {odd_even_transposition(arr)}""")




