

import unittest
from pathlib import Path
from shutil import copyfile

from transformers import SPIECE_UNDERLINE, is_sentencepiece_available
from transformers.models.speech_to_text import SpeechaTextTokenizer
from transformers.models.speech_to_text.tokenization_speech_to_text import VOCAB_FILES_NAMES, save_json
from transformers.testing_utils import get_tests_dir, require_sentencepiece, require_tokenizers, slow

from ...test_tokenization_common import TokenizerTesterMixin


snake_case_        =			get_tests_dir('''fixtures/test_sentencepiece.model''')

if is_sentencepiece_available():
       import sentencepiece as sp


snake_case_        =			5
snake_case_        =			10


@require_sentencepiece
@require_tokenizers
class 				SCREAMING_SNAKE_CASE__ (__snake_case		,	unittest.TestCase					):
    __lowerCamelCase						:	List[Any]														=					SpeechaTextTokenizer
    __lowerCamelCase						:	Optional[int]														=					False
    __lowerCamelCase						:	Union[str, Any]														=					True





    def 				snake_case_    (				self):
         super().setUp()

         lowercase__   :       List[Any]				=	sp.SentencePieceProcessor()
         spm_model.Load(a)
         lowercase__   :       Optional[Any]				=	['<s>', '<pad>', '</s>', '<unk>']

         vocab += [spm_model.IdToPiece(id_) for id_ in range(len(a))]
         lowercase__   :       Optional[int]				=	dict(zip(a						,       range(len(a))))

         lowercase__   :       Dict				=	Path(self.tmpdirname)
         save_json(a						,       save_dir / VOCAB_FILES_NAMES['vocab_file'])
         if not (save_dir / VOCAB_FILES_NAMES["spm_file"]).exists():
              copyfile(a						,       save_dir / VOCAB_FILES_NAMES['spm_file'])

         lowercase__   :       Union[str, Any]				=	SpeechaTextTokenizer.from_pretrained(self.tmpdirname)
         tokenizer.save_pretrained(self.tmpdirname)





    def 				snake_case_    (				self):
         lowercase__   :       Union[str, Any]				=	'<pad>'
         lowercase__   :       List[str]				=	1

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





    def 				snake_case_    (				self):
         lowercase__   :       List[Any]				=	list(self.get_tokenizer().get_vocab().keys())

         self.assertEqual(vocab_keys[0]						,       '<s>')
         self.assertEqual(vocab_keys[1]						,       '<pad>')
         self.assertEqual(vocab_keys[-1]						,       'j')
         self.assertEqual(len(a)						,       1001)





    def 				snake_case_    (				self):
         self.assertEqual(self.get_tokenizer().vocab_size						,       1001)





    def 				snake_case_    (				self):
         lowercase__   :       Union[str, Any]				=	SpeechaTextTokenizer.from_pretrained(self.tmpdirname)

         lowercase__   :       Tuple				=	tokenizer.tokenize('This is a test')
         self.assertListEqual(a						,       ['▁This', '▁is', '▁a', '▁t', 'est'])

         self.assertListEqual(
             tokenizer.convert_tokens_to_ids(a)						,       [289, 50, 14, 174, 386]						,       )

         lowercase__   :       str				=	tokenizer.tokenize('I was born in 92000, and this is falsé.')
         self.assertListEqual(
             a						,       [SPIECE_UNDERLINE + 'I', SPIECE_UNDERLINE + 'was', SPIECE_UNDERLINE + 'b', 'or', 'n', SPIECE_UNDERLINE + 'in', SPIECE_UNDERLINE + '', '9', '2', '0', '0', '0', ',', SPIECE_UNDERLINE + 'and', SPIECE_UNDERLINE + 'this', SPIECE_UNDERLINE + 'is', SPIECE_UNDERLINE + 'f', 'al', 's', 'é', '.']						,       )
         lowercase__   :       Tuple				=	tokenizer.convert_tokens_to_ids(a)
         self.assertListEqual(a						,       [12, 25, 88, 59, 28, 23, 11, 4, 606, 351, 351, 351, 7, 16, 70, 50, 76, 84, 10, 4, 8])

         lowercase__   :       Dict				=	tokenizer.convert_ids_to_tokens(a)
         self.assertListEqual(
             a						,       [SPIECE_UNDERLINE + 'I', SPIECE_UNDERLINE + 'was', SPIECE_UNDERLINE + 'b', 'or', 'n', SPIECE_UNDERLINE + 'in', SPIECE_UNDERLINE + '', '<unk>', '2', '0', '0', '0', ',', SPIECE_UNDERLINE + 'and', SPIECE_UNDERLINE + 'this', SPIECE_UNDERLINE + 'is', SPIECE_UNDERLINE + 'f', 'al', 's', '<unk>', '.']						,       )





    @slow
    def 				snake_case_    (				self):
         # fmt: off
         lowercase__   :       Any				=	{'input_ids': [[3791, 797, 31, 11, 64, 797, 31, 2429, 433, 12, 1176, 12, 20, 786, 915, 142, 2413, 240, 37, 3238, 797, 31, 11, 35, 93, 915, 142, 2413, 240, 37, 5540, 567, 1276, 93, 37, 610, 40, 62, 455, 657, 1042, 123, 780, 177, 37, 309, 241, 1298, 514, 20, 292, 2737, 114, 2469, 241, 85, 64, 302, 548, 528, 423, 4, 509, 406, 423, 37, 601, 4, 777, 302, 548, 528, 423, 284, 4, 3388, 511, 459, 4, 3555, 40, 321, 302, 705, 4, 3388, 511, 583, 326, 5, 5, 5, 62, 3310, 560, 177, 2680, 217, 1508, 32, 31, 853, 418, 64, 583, 511, 1605, 62, 35, 93, 560, 177, 2680, 217, 1508, 1521, 64, 583, 511, 519, 62, 20, 1515, 764, 20, 149, 261, 5625, 7972, 20, 5540, 567, 1276, 93, 3925, 1675, 11, 15, 802, 7972, 576, 217, 1508, 11, 35, 93, 1253, 2441, 15, 289, 652, 31, 416, 321, 3842, 115, 40, 911, 8, 476, 619, 4, 380, 142, 423, 335, 240, 35, 93, 264, 8, 11, 335, 569, 420, 163, 5, 2], [260, 548, 528, 423, 20, 451, 20, 2681, 1153, 3434, 20, 5540, 37, 567, 126, 1253, 2441, 3376, 449, 210, 431, 1563, 177, 767, 5540, 11, 1203, 472, 11, 2953, 685, 285, 364, 706, 1153, 20, 6799, 20, 2869, 20, 4464, 126, 40, 2429, 20, 1040, 866, 2664, 418, 20, 318, 20, 1726, 186, 20, 265, 522, 35, 93, 2191, 4634, 20, 1040, 12, 6799, 15, 228, 2356, 142, 31, 11, 5, 2, 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], [2575, 2666, 684, 1582, 1176, 12, 627, 149, 619, 20, 4902, 563, 11, 20, 149, 261, 3420, 2356, 174, 142, 4714, 131, 5, 2, 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, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]], '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, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 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, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 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=a						,       model_name='facebook/s2t-small-mustc-en-de-st'						,       revision='a14f04cf0776c02f62a8cb800cf7909e15ea23ad'						,       )



@require_sentencepiece
class 				SCREAMING_SNAKE_CASE__ (unittest.TestCase					):
    __lowerCamelCase						:	int														=					"""valhalla/s2t_mustc_multilinguial_medium"""

    __lowerCamelCase						:	str														=					"""C'est trop cool"""
    __lowerCamelCase						:	Tuple														=					"""Esto es genial"""





    @classmethod
    def 				snake_case_    (				cls):
         lowercase__   :       SpeechaTextTokenizer				=	SpeechaTextTokenizer.from_pretrained(cls.checkpoint_name)
         return cls





    def 				snake_case_    (				self):
         self.assertEqual(self.tokenizer.lang_code_to_id['pt']						,       4)
         self.assertEqual(self.tokenizer.lang_code_to_id['ru']						,       6)
         self.assertEqual(self.tokenizer.lang_code_to_id['it']						,       9)
         self.assertEqual(self.tokenizer.lang_code_to_id['de']						,       11)





    def 				snake_case_    (				self):
         self.assertEqual(self.tokenizer.vocab_size						,       1_0000)





    def 				snake_case_    (				self):
         self.assertIn(a						,       self.tokenizer.all_special_ids)
         lowercase__   :       Tuple				=	[ES_CODE, 4, 1601, 47, 7647, 2]
         lowercase__   :       Union[str, Any]				=	self.tokenizer.decode(a						,       skip_special_tokens=a)
         lowercase__   :       List[Any]				=	self.tokenizer.decode(generated_ids[1:]						,       skip_special_tokens=a)
         self.assertEqual(a						,       a)
         self.assertNotIn(self.tokenizer.eos_token						,       a)





    def 				snake_case_    (				self):
         lowercase__   :       Any				=	'fr'
         lowercase__   :       Union[str, Any]				=	self.tokenizer(self.french_text).input_ids
         self.assertEqual(encoded[0]						,       a)
         self.assertEqual(encoded[-1]						,       self.tokenizer.eos_token_id)





    def 				snake_case_    (				self):
         lowercase__   :       List[str]				=	'fr'
         self.assertListEqual(self.tokenizer.prefix_tokens						,       [FR_CODE])

         lowercase__   :       Any				=	'es'
         self.assertListEqual(self.tokenizer.prefix_tokens						,       [ES_CODE])




def      snake_case__      (   SCREAMING_SNAKE_CASE_		:   float      ):



     '''simple docstring'''





     if edge <= 0 or not isinstance(SCREAMING_SNAKE_CASE_     ,					SCREAMING_SNAKE_CASE_      ):
          raise ValueError('Length must be a positive.'      )
     return 3 * ((25 + 10 * (5 ** (1 / 2))) ** (1 / 2)) * (edge**2)

def      snake_case__      (   SCREAMING_SNAKE_CASE_		:   float      ):



     '''simple docstring'''





     if edge <= 0 or not isinstance(SCREAMING_SNAKE_CASE_     ,					SCREAMING_SNAKE_CASE_      ):
          raise ValueError('Length must be a positive.'      )
     return ((15 + (7 * (5 ** (1 / 2)))) / 4) * (edge**3)


if __name__ == "__main__":
       import doctest

       doctest.testmod()

