




import unittest

from transformers import AlbertTokenizer, AlbertTokenizerFast
from transformers.testing_utils import get_tests_dir, require_sentencepiece, require_tokenizers, slow

from ...test_tokenization_common import TokenizerTesterMixin


UpperCamelCase								=	get_tests_dir('fixtures/spiece.model')





@require_sentencepiece
@require_tokenizers
class 					__lowerCamelCase			(       UpperCamelCase__      ,							unittest.TestCase       ):




    """simple docstring"""

    snake_case__   = AlbertTokenizer
    snake_case__   = AlbertTokenizerFast
    snake_case__   = True
    snake_case__   = True
    snake_case__   = True


    def   a (			self	:	Union[str, Any]  ) ->			Optional[Any]:
         super().setUp()

         # We have a SentencePiece fixture for testing
         lowerCAmelCase__            =					AlbertTokenizer(SCREAMING_SNAKE_CASE__  )
         tokenizer.save_pretrained(self.tmpdirname  )


    def   a (			self	:	Dict  ,      SCREAMING_SNAKE_CASE__	:	Tuple  ) ->			int:
         lowerCAmelCase__            =					"this is a test"
         lowerCAmelCase__            =					"this is a test"
         return input_text, output_text


    def   a (			self	:	Union[str, Any]  ) ->			Tuple:
         lowerCAmelCase__            =					"<pad>"
         lowerCAmelCase__            =					0

         self.assertEqual(self.get_tokenizer()._convert_token_to_id(SCREAMING_SNAKE_CASE__  )  ,      SCREAMING_SNAKE_CASE__  )
         self.assertEqual(self.get_tokenizer()._convert_id_to_token(SCREAMING_SNAKE_CASE__  )  ,      SCREAMING_SNAKE_CASE__  )


    def   a (			self	:	str  ) ->			List[str]:
         lowerCAmelCase__            =					list(self.get_tokenizer().get_vocab().keys()  )

         self.assertEqual(vocab_keys[0]  ,      "<pad>"  )
         self.assertEqual(vocab_keys[1]  ,      "<unk>"  )
         self.assertEqual(vocab_keys[-1]  ,      "▁eloquent"  )
         self.assertEqual(len(SCREAMING_SNAKE_CASE__  )  ,      30_000  )


    def   a (			self	:	Optional[int]  ) ->			int:
         self.assertEqual(self.get_tokenizer().vocab_size  ,      30_000  )


    def   a (			self	:	Any  ) ->			Dict:
         if not self.test_rust_tokenizer:
              return

         lowerCAmelCase__            =					self.get_tokenizer()
         lowerCAmelCase__            =					self.get_rust_tokenizer()

         lowerCAmelCase__            =					"I was born in 92000, and this is falsé."

         lowerCAmelCase__            =					tokenizer.tokenize(SCREAMING_SNAKE_CASE__  )
         lowerCAmelCase__            =					rust_tokenizer.tokenize(SCREAMING_SNAKE_CASE__  )
         self.assertListEqual(SCREAMING_SNAKE_CASE__  ,      SCREAMING_SNAKE_CASE__  )

         lowerCAmelCase__            =					tokenizer.encode(SCREAMING_SNAKE_CASE__  ,      add_special_tokens=SCREAMING_SNAKE_CASE__  )
         lowerCAmelCase__            =					rust_tokenizer.encode(SCREAMING_SNAKE_CASE__  ,      add_special_tokens=SCREAMING_SNAKE_CASE__  )
         self.assertListEqual(SCREAMING_SNAKE_CASE__  ,      SCREAMING_SNAKE_CASE__  )

         lowerCAmelCase__            =					self.get_rust_tokenizer()
         lowerCAmelCase__            =					tokenizer.encode(SCREAMING_SNAKE_CASE__  )
         lowerCAmelCase__            =					rust_tokenizer.encode(SCREAMING_SNAKE_CASE__  )
         self.assertListEqual(SCREAMING_SNAKE_CASE__  ,      SCREAMING_SNAKE_CASE__  )


    def   a (			self	:	Any  ) ->			Optional[int]:
         lowerCAmelCase__            =					AlbertTokenizer(SCREAMING_SNAKE_CASE__  ,      keep_accents=SCREAMING_SNAKE_CASE__  )

         lowerCAmelCase__            =					tokenizer.tokenize("This is a test"  )
         self.assertListEqual(SCREAMING_SNAKE_CASE__  ,      ["▁this", "▁is", "▁a", "▁test"]  )

         self.assertListEqual(tokenizer.convert_tokens_to_ids(SCREAMING_SNAKE_CASE__  )  ,      [48, 25, 21, 1_289]  )

         lowerCAmelCase__            =					tokenizer.tokenize("I was born in 92000, and this is falsé."  )
         self.assertListEqual(
             SCREAMING_SNAKE_CASE__  ,      ["▁i", "▁was", "▁born", "▁in", "▁9", "2000", ",", "▁and", "▁this", "▁is", "▁fal", "s", "é", "."]  )
         lowerCAmelCase__            =					tokenizer.convert_tokens_to_ids(SCREAMING_SNAKE_CASE__  )
         self.assertListEqual(SCREAMING_SNAKE_CASE__  ,      [31, 23, 386, 19, 561, 3_050, 15, 17, 48, 25, 8_256, 18, 1, 9]  )

         lowerCAmelCase__            =					tokenizer.convert_ids_to_tokens(SCREAMING_SNAKE_CASE__  )
         self.assertListEqual(
             SCREAMING_SNAKE_CASE__  ,      ["▁i", "▁was", "▁born", "▁in", "▁9", "2000", ",", "▁and", "▁this", "▁is", "▁fal", "s", "<unk>", "."]  ,      )


    def   a (			self	:	Tuple  ) ->			int:
         lowerCAmelCase__            =					AlbertTokenizer(SCREAMING_SNAKE_CASE__  )

         lowerCAmelCase__            =					tokenizer.encode("sequence builders"  )
         lowerCAmelCase__            =					tokenizer.encode("multi-sequence build"  )

         lowerCAmelCase__            =					tokenizer.build_inputs_with_special_tokens(SCREAMING_SNAKE_CASE__  )
         lowerCAmelCase__            =					tokenizer.build_inputs_with_special_tokens(SCREAMING_SNAKE_CASE__  ,      SCREAMING_SNAKE_CASE__  )

         assert encoded_sentence == [tokenizer.cls_token_id] + text + [tokenizer.sep_token_id]
         assert encoded_pair == [tokenizer.cls_token_id] + text + [tokenizer.sep_token_id] + text_a + [
             tokenizer.sep_token_id
         ]


    @slow
    def   a (			self	:	Union[str, Any]  ) ->			Optional[Any]:
         # fmt: off
         lowerCAmelCase__            =					{"attention_mask": [[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]], "input_ids": [[2, 21_970, 13, 5, 6_092, 167, 28, 7_103, 2_153, 673, 8, 7_028, 12_051, 18, 17, 7_103, 2_153, 673, 8, 3_515, 18_684, 8, 4_461, 6, 1_927, 297, 8, 12_060, 2_607, 18, 13, 5, 4_461, 15, 10_538, 38, 8, 135, 15, 822, 58, 15, 993, 10_363, 15, 1_460, 8_005, 4_461, 15, 993, 255, 2_328, 9, 9, 9, 6, 26, 1_112, 816, 3_260, 13, 5, 103, 2_377, 6, 17, 1_112, 816, 2_782, 13, 5, 103, 10_641, 6, 29, 84, 2_512, 2_430, 782, 18_684, 2_761, 19, 808, 2_430, 2_556, 17, 855, 1_480, 9_477, 4_091, 128, 11_712, 15, 7_103, 2_153, 673, 17, 24_883, 9_990, 9, 3], [2, 11_502, 25, 1_006, 20, 782, 8, 11_809, 855, 1_732, 19_393, 18_667, 37, 367, 21_018, 69, 1_854, 34, 11_860, 19_124, 27, 156, 225, 17, 193, 4_141, 19, 65, 9_124, 9, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2, 14, 2_231, 886, 2_385, 17_659, 84, 14, 16_792, 1_952, 9, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]], "token_type_ids": [[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]]}  # noqa: E501
         # fmt: on

         self.tokenizer_integration_test_util(
             expected_encoding=SCREAMING_SNAKE_CASE__  ,      model_name="albert-base-v2"  ,      revision="6b6560eaf5ff2e250b00c50f380c5389a9c2d82e"  ,      )


'''simple docstring'''




import random







def 						lowerCAmelCase_							(  snake_case__						,							snake_case__						,							snake_case__		):




    '''simple docstring'''



    A			:  Optional[Any]   =		a[left_index]
    A			:  List[str]   =		left_index + 1
    for j in range(left_index + 1						,							snake_case__		):
        if a[j] < pivot:
            A,    A			:  Optional[int]   =		a[i], a[j]
            i += 1
    A,    A			:  str   =		a[i - 1], a[left_index]
    return i - 1







def 						lowerCAmelCase_							(  snake_case__						,							snake_case__						,							snake_case__		):




    '''simple docstring'''



    if left < right:
        A			:  Optional[Any]   =		random.randint(snake_case__						,							right - 1		)
        A,    A			:  List[str]   =		(
            a[left],
            a[pivot],
        )  # switches the pivot with the left most bound
        A			:  Any   =		partition(snake_case__						,							snake_case__						,							snake_case__		)
        quick_sort_random(
            snake_case__						,							snake_case__						,							snake_case__		)  # recursive quicksort to the left of the pivot point
        quick_sort_random(
            snake_case__						,							pivot_index + 1						,							snake_case__		)  # recursive quicksort to the right of the pivot point







def 						lowerCAmelCase_							(  ):




    '''simple docstring'''



    A			:  Any   =		input('''Enter numbers separated by a comma:\n'''		).strip()
    A			:  List[str]   =		[int(snake_case__		) for item in user_input.split(''','''		)]

    quick_sort_random(snake_case__						,							0						,							len(snake_case__		)		)

    print(snake_case__		)


if __name__ == "__main__":
      main()




