
import inspect
import json
import os
import tempfile
import unittest

from transformers.models.speech_to_text_a import SpeechaTextaTokenizer
from transformers.models.speech_to_text_a.tokenization_speech_to_text_a import VOCAB_FILES_NAMES

from ...test_tokenization_common import TokenizerTesterMixin





class 		__lowerCamelCase     (   __A							, unittest.TestCase		):
							lowerCamelCase__:				Any      =							SpeechaTextaTokenizer
							lowerCamelCase__:				str      =							False



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






								"""simple docstring"""



								super().setUp()

								UpperCAmelCase:					List[str] 						=     "<s> <pad> </s> <unk> here@@ a couple of@@ words for the he@@ re@@ vocab".split(" "							)
								UpperCAmelCase:					int 						=     ["he re</w> 123", "here a 1456"]
								UpperCAmelCase:					List[Any] 						=     dict(zip(__lowercase	,				range(len(__lowercase							)							)							)							)

								UpperCAmelCase:					Optional[int] 						=     {"pad_token": "<pad>", "unk_token": "<unk>", "bos_token": "<s>", "eos_token": "</s>"}

								UpperCAmelCase:					Any 						=     tempfile.mkdtemp()
								UpperCAmelCase:					int 						=     os.path.join(self.tmpdirname	,				VOCAB_FILES_NAMES["vocab_file"]							)
								UpperCAmelCase:					Optional[int] 						=     os.path.join(self.tmpdirname	,				VOCAB_FILES_NAMES["merges_file"]							)

								with open(self.vocab_file	,				"w"	,				encoding="utf-8"							) as fp:
									fp.write(json.dumps(__lowercase							) + "\n"							)

								with open(self.merges_file	,				"w"							) as fp:
									fp.write("\n".join(__lowercase							)							)



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






								"""simple docstring"""



								UpperCAmelCase:					List[str] 						=     list(self.get_tokenizer().get_vocab().keys()							)

								self.assertEqual(vocab_keys[0]	,				"<s>"							)
								self.assertEqual(vocab_keys[1]	,				"<pad>"							)
								self.assertEqual(vocab_keys[-1]	,				"vocab"							)
								self.assertEqual(len(__lowercase							)	,				1_4							)



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






								"""simple docstring"""



								self.assertEqual(self.get_tokenizer().vocab_size	,				1_4							)



							def     A__ (     self							)						->     int:






								"""simple docstring"""



								UpperCAmelCase:					List[str] 						=     SpeechaTextaTokenizer.from_pretrained(self.tmpdirname							)

								# make sure @@ is correctly concatenated
								UpperCAmelCase:					Optional[Any] 						=     [4, 6, 8, 7, 1_0]  # ["here@@", "couple", "words", "of@@", "the"]
								UpperCAmelCase:					List[str] 						=     tokenizer.decode(__lowercase							)

								self.assertTrue(output_string == "herecouple words ofthe"							)



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






								"""simple docstring"""



								UpperCAmelCase:					int 						=     SpeechaTextaTokenizer.from_pretrained(self.tmpdirname							)

								with tempfile.TemporaryDirectory() as tmp_dirname:
									tokenizer.save_pretrained(__lowercase							)
									os.remove(os.path.join(__lowercase	,				"merges.txt"							)							)

									# load tokenizer without merges file should not throw an error
									UpperCAmelCase:					Dict 						=     SpeechaTextaTokenizer.from_pretrained(__lowercase							)

								with tempfile.TemporaryDirectory() as tmp_dirname:
									# save tokenizer and load again
									tokenizer.save_pretrained(__lowercase							)
									UpperCAmelCase:					int 						=     SpeechaTextaTokenizer.from_pretrained(__lowercase							)

								self.assertIsNotNone(__lowercase							)




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






								"""simple docstring"""



								if not self.test_slow_tokenizer:
									return

								UpperCAmelCase:					Dict 						=     inspect.signature(self.tokenizer_class.__init__							)
								UpperCAmelCase:					Any 						=     self.get_tokenizer()

								for parameter_name, parameter in signature.parameters.items():
									if parameter.default != inspect.Parameter.empty and parameter_name != "merges_file":
										self.assertIn(__lowercase	,				tokenizer.init_kwargs							)




'''simple docstring'''

import math

def 				__magic_name__(    lowerCamelCase):
						__lowerCAmelCase											=					math.log(2,					1_0) * number
						__lowerCAmelCase											=					round((log_number - int(lowerCamelCase)),					1_5)

						return difference

def 				__magic_name__(    lowerCamelCase = 6_7_8_9_1_0):
						__lowerCAmelCase											=					9_0
						__lowerCAmelCase											=					0

						__lowerCAmelCase											=					math.log(1.23,					1_0)
						__lowerCAmelCase											=					math.log(1.24,					1_0)
						__lowerCAmelCase											=					0

						while position < number:
												__lowerCAmelCase											=					log_difference(lowerCamelCase)

												if difference >= upper_limit:
																		power_iterator += 9_3

												elif difference < lower_limit:
																		power_iterator += 1_9_6

												else:
																		__lowerCAmelCase											=					power_iterator
																		power_iterator += 1_9_6
																		position += 1

						return previous_power


if __name__ == "__main__":
	import doctest

	doctest.testmod()

	print(f"""{solution() = }""")

