
'''simple docstring'''


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


__lowercase							:   List[Any]					=     get_tests_dir('''fixtures/spiece.model''')

@require_sentencepiece
@require_tokenizers
class 	__lowercase				(  _lowercase      ,     unittest.TestCase    ):
			lowerCamelCase			:		Tuple	      =			AlbertTokenizer
			lowerCamelCase			:		Union[str, Any]	      =			AlbertTokenizerFast
			lowerCamelCase			:		List[str]	      =			True
			lowerCamelCase			:		Dict	      =			True
			lowerCamelCase			:		List[Any]	      =			True

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

								# We have a SentencePiece fixture for testing
								lowerCamelCase_					:      Optional[int]     =		AlbertTokenizer(A      )
								tokenizer.save_pretrained(self.tmpdirname      )

			def        UpperCAmelCase__ (self			,   A      ):
								lowerCamelCase_					:      Union[str, Any]     =		'''this is a test'''
								lowerCamelCase_					:      Tuple     =		'''this is a test'''
								return input_text, output_text

			def        UpperCAmelCase__ (self      ):
								lowerCamelCase_					:      str     =		'''<pad>'''
								lowerCamelCase_					:      List[str]     =		0

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

			def        UpperCAmelCase__ (self      ):
								lowerCamelCase_					:      Tuple     =		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(A      )			,   3_0_0_0_0      )

			def        UpperCAmelCase__ (self      ):
								self.assertEqual(self.get_tokenizer().vocab_size			,   3_0_0_0_0      )

			def        UpperCAmelCase__ (self      ):
								if not self.test_rust_tokenizer:
													return

								lowerCamelCase_					:      int     =		self.get_tokenizer()
								lowerCamelCase_					:      str     =		self.get_rust_tokenizer()

								lowerCamelCase_					:      Optional[int]     =		'''I was born in 92000, and this is falsé.'''

								lowerCamelCase_					:      Dict     =		tokenizer.tokenize(A      )
								lowerCamelCase_					:      Tuple     =		rust_tokenizer.tokenize(A      )
								self.assertListEqual(A			,   A      )

								lowerCamelCase_					:      List[str]     =		tokenizer.encode(A			,   add_special_tokens=A      )
								lowerCamelCase_					:      List[Any]     =		rust_tokenizer.encode(A			,   add_special_tokens=A      )
								self.assertListEqual(A			,   A      )

								lowerCamelCase_					:      List[Any]     =		self.get_rust_tokenizer()
								lowerCamelCase_					:      Tuple     =		tokenizer.encode(A      )
								lowerCamelCase_					:      str     =		rust_tokenizer.encode(A      )
								self.assertListEqual(A			,   A      )

			def        UpperCAmelCase__ (self      ):
								lowerCamelCase_					:      Union[str, Any]     =		AlbertTokenizer(A			,   keep_accents=A      )

								lowerCamelCase_					:      Tuple     =		tokenizer.tokenize('''This is a test'''      )
								self.assertListEqual(A			,   ['''▁this''', '''▁is''', '''▁a''', '''▁test''']      )

								self.assertListEqual(tokenizer.convert_tokens_to_ids(A      )			,   [4_8, 2_5, 2_1, 1_2_8_9]      )

								lowerCamelCase_					:      Any     =		tokenizer.tokenize('''I was born in 92000, and this is falsé.'''      )
								self.assertListEqual(
								    A			,   ['''▁i''', '''▁was''', '''▁born''', '''▁in''', '''▁9''', '''2000''', ''',''', '''▁and''', '''▁this''', '''▁is''', '''▁fal''', '''s''', '''é''', '''.''']      )
								lowerCamelCase_					:      Union[str, Any]     =		tokenizer.convert_tokens_to_ids(A      )
								self.assertListEqual(A			,   [3_1, 2_3, 3_8_6, 1_9, 5_6_1, 3_0_5_0, 1_5, 1_7, 4_8, 2_5, 8_2_5_6, 1_8, 1, 9]      )

								lowerCamelCase_					:      Optional[int]     =		tokenizer.convert_ids_to_tokens(A      )
								self.assertListEqual(
								    A			,   ['''▁i''', '''▁was''', '''▁born''', '''▁in''', '''▁9''', '''2000''', ''',''', '''▁and''', '''▁this''', '''▁is''', '''▁fal''', '''s''', '''<unk>''', '''.''']			,   )

			def        UpperCAmelCase__ (self      ):
								lowerCamelCase_					:      Optional[int]     =		AlbertTokenizer(A      )

								lowerCamelCase_					:      Dict     =		tokenizer.encode('''sequence builders'''      )
								lowerCamelCase_					:      Optional[Any]     =		tokenizer.encode('''multi-sequence build'''      )

								lowerCamelCase_					:      Union[str, Any]     =		tokenizer.build_inputs_with_special_tokens(A      )
								lowerCamelCase_					:      str     =		tokenizer.build_inputs_with_special_tokens(A			,   A      )

								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        UpperCAmelCase__ (self      ):
								# fmt: off
								lowerCamelCase_					:      Optional[int]     =		{'''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, 2_1_9_7_0, 1_3, 5, 6_0_9_2, 1_6_7, 2_8, 7_1_0_3, 2_1_5_3, 6_7_3, 8, 7_0_2_8, 1_2_0_5_1, 1_8, 1_7, 7_1_0_3, 2_1_5_3, 6_7_3, 8, 3_5_1_5, 1_8_6_8_4, 8, 4_4_6_1, 6, 1_9_2_7, 2_9_7, 8, 1_2_0_6_0, 2_6_0_7, 1_8, 1_3, 5, 4_4_6_1, 1_5, 1_0_5_3_8, 3_8, 8, 1_3_5, 1_5, 8_2_2, 5_8, 1_5, 9_9_3, 1_0_3_6_3, 1_5, 1_4_6_0, 8_0_0_5, 4_4_6_1, 1_5, 9_9_3, 2_5_5, 2_3_2_8, 9, 9, 9, 6, 2_6, 1_1_1_2, 8_1_6, 3_2_6_0, 1_3, 5, 1_0_3, 2_3_7_7, 6, 1_7, 1_1_1_2, 8_1_6, 2_7_8_2, 1_3, 5, 1_0_3, 1_0_6_4_1, 6, 2_9, 8_4, 2_5_1_2, 2_4_3_0, 7_8_2, 1_8_6_8_4, 2_7_6_1, 1_9, 8_0_8, 2_4_3_0, 2_5_5_6, 1_7, 8_5_5, 1_4_8_0, 9_4_7_7, 4_0_9_1, 1_2_8, 1_1_7_1_2, 1_5, 7_1_0_3, 2_1_5_3, 6_7_3, 1_7, 2_4_8_8_3, 9_9_9_0, 9, 3], [2, 1_1_5_0_2, 2_5, 1_0_0_6, 2_0, 7_8_2, 8, 1_1_8_0_9, 8_5_5, 1_7_3_2, 1_9_3_9_3, 1_8_6_6_7, 3_7, 3_6_7, 2_1_0_1_8, 6_9, 1_8_5_4, 3_4, 1_1_8_6_0, 1_9_1_2_4, 2_7, 1_5_6, 2_2_5, 1_7, 1_9_3, 4_1_4_1, 1_9, 6_5, 9_1_2_4, 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, 1_4, 2_2_3_1, 8_8_6, 2_3_8_5, 1_7_6_5_9, 8_4, 1_4, 1_6_7_9_2, 1_9_5_2, 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=A			,   model_name='''albert-base-v2'''			,   revision='''6b6560eaf5ff2e250b00c50f380c5389a9c2d82e'''			,   )




'''simple docstring'''


from __future__ import annotations

from math import pi, sqrt




def lowercase_	(   _lowercase			,       _lowercase				)     ->							tuple:
					'''simple docstring'''

					if inductance <= 0:
										raise ValueError('''Inductance cannot be 0 or negative'''				)

					elif capacitance <= 0:
										raise ValueError('''Capacitance cannot be 0 or negative'''				)

					else:
										return (
										    "Resonant frequency",
										    float(1 / (2 * pi * (sqrt(inductance * capacitance				)))				),
										)


if __name__ == "__main__":
					import doctest

					doctest.testmod()


