
'''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 	__lowercase				(  _lowercase      ,     unittest.TestCase    ):
   lowerCamelCase			:		Any	      =			ProphetNetTokenizer
   lowerCamelCase			:		Optional[Any]	      =			False

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

        lowerCamelCase_					:      Tuple     =		[
            '''[UNK]''',
            '''[CLS]''',
            '''[SEP]''',
            '''[PAD]''',
            '''[MASK]''',
            '''want''',
            '''##want''',
            '''##ed''',
            '''wa''',
            '''un''',
            '''runn''',
            '''##ing''',
            ''',''',
            '''low''',
            '''lowest''',
        ]
        lowerCamelCase_					:      Optional[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        UpperCAmelCase__ (self			,   A      ):
        lowerCamelCase_					:      Optional[Any]     =		'''UNwant\u00E9d,running'''
        lowerCamelCase_					:      Union[str, Any]     =		'''unwanted, running'''
        return input_text, output_text

   def        UpperCAmelCase__ (self      ):
        lowerCamelCase_					:      str     =		self.tokenizer_class(self.vocab_file      )

        lowerCamelCase_					:      str     =		tokenizer.tokenize('''UNwant\u00E9d,running'''      )
        self.assertListEqual(A			,   ['''un''', '''##want''', '''##ed''', ''',''', '''runn''', '''##ing''']      )
        self.assertListEqual(tokenizer.convert_tokens_to_ids(A      )			,   [9, 6, 7, 1_2, 1_0, 1_1]      )

   def        UpperCAmelCase__ (self      ):
        lowerCamelCase_					:      Tuple     =		BasicTokenizer()

        self.assertListEqual(tokenizer.tokenize('''ah\u535A\u63A8zz'''      )			,   ['''ah''', '''\u535A''', '''\u63A8''', '''zz''']      )

   def        UpperCAmelCase__ (self      ):
        lowerCamelCase_					:      List[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        UpperCAmelCase__ (self      ):
        lowerCamelCase_					:      int     =		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        UpperCAmelCase__ (self      ):
        lowerCamelCase_					:      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        UpperCAmelCase__ (self      ):
        lowerCamelCase_					:      List[str]     =		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        UpperCAmelCase__ (self      ):
        lowerCamelCase_					:      Union[str, Any]     =		BasicTokenizer(do_lower_case=A      )

        self.assertListEqual(
            tokenizer.tokenize(''' \tHeLLo!how  \n Are yoU?  '''      )			,   ['''HeLLo''', '''!''', '''how''', '''Are''', '''yoU''', '''?''']      )

   def        UpperCAmelCase__ (self      ):
        lowerCamelCase_					:      List[Any]     =		BasicTokenizer(do_lower_case=A			,   strip_accents=A      )

        self.assertListEqual(
            tokenizer.tokenize(''' \tHäLLo!how  \n Are yoU?  '''      )			,   ['''HäLLo''', '''!''', '''how''', '''Are''', '''yoU''', '''?''']      )

   def        UpperCAmelCase__ (self      ):
        lowerCamelCase_					:      List[Any]     =		BasicTokenizer(do_lower_case=A			,   strip_accents=A      )

        self.assertListEqual(
            tokenizer.tokenize(''' \tHäLLo!how  \n Are yoU?  '''      )			,   ['''HaLLo''', '''!''', '''how''', '''Are''', '''yoU''', '''?''']      )

   def        UpperCAmelCase__ (self      ):
        lowerCamelCase_					:      Tuple     =		BasicTokenizer(do_lower_case=A			,   never_split=['''[UNK]''']      )

        self.assertListEqual(
            tokenizer.tokenize(''' \tHeLLo!how  \n Are yoU? [UNK]'''      )			,   ['''HeLLo''', '''!''', '''how''', '''Are''', '''yoU''', '''?''', '''[UNK]''']      )

   def        UpperCAmelCase__ (self      ):
        lowerCamelCase_					:      str     =		['''[UNK]''', '''[CLS]''', '''[SEP]''', '''want''', '''##want''', '''##ed''', '''wa''', '''un''', '''runn''', '''##ing''']

        lowerCamelCase_					:      Union[str, Any]     =		{}
        for i, token in enumerate(A      ):
             lowerCamelCase_					:      Union[str, Any]     =		i
        lowerCamelCase_					:      Union[str, Any]     =		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        UpperCAmelCase__ (self      ):
        lowerCamelCase_					:      int     =		self.tokenizer_class.from_pretrained('''microsoft/prophetnet-large-uncased'''      )

        lowerCamelCase_					:      str     =		['''A long paragraph for summarization.''', '''Another paragraph for summarization.''']
        lowerCamelCase_					:      Optional[Any]     =		[1_0_3_7, 2_1_4_6, 2_0_4_2_3, 2_0_0_5, 7_6_8_0, 7_8_4_9, 3_9_8_9, 1_0_1_2, 1_0_2]
        lowerCamelCase_					:      str     =		tokenizer(A			,   padding=A			,   return_tensors='''pt'''      )
        self.assertIsInstance(A			,   A      )
        lowerCamelCase_					:      Union[str, 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        UpperCAmelCase__ (self      ):
        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        UpperCAmelCase__ (self      ):
        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        UpperCAmelCase__ (self      ):
        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        UpperCAmelCase__ (self      ):
        lowerCamelCase_					:      Tuple     =		self.tokenizer_class.from_pretrained('''microsoft/prophetnet-large-uncased'''      )

        lowerCamelCase_					:      List[str]     =		tokenizer.encode('''sequence builders'''			,   add_special_tokens=A      )
        lowerCamelCase_					:      List[str]     =		tokenizer.encode('''multi-sequence build'''			,   add_special_tokens=A      )

        lowerCamelCase_					:      Any     =		tokenizer.build_inputs_with_special_tokens(A      )
        lowerCamelCase_					:      Any     =		tokenizer.build_inputs_with_special_tokens(A			,   A      )

        assert encoded_sentence == text + [1_0_2]
        assert encoded_pair == text + [1_0_2] + text_a + [1_0_2]




'''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()


