

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        A_		(       SCREAMING_SNAKE_CASE			,							unittest.TestCase				):
							_UpperCAmelCase    :  List[Any]						      =      ProphetNetTokenizer
							_UpperCAmelCase    :  Any						      =      False
							def     lowerCAmelCase     (		self		:			Optional[int]):
								super().setUp()

								__lowerCamelCase				:				Union[str, Any]					       = [
								    '[UNK]',
								    '[CLS]',
								    '[SEP]',
								    '[PAD]',
								    '[MASK]',
								    'want',
								    '##want',
								    '##ed',
								    'wa',
								    'un',
								    'runn',
								    '##ing',
								    ',',
								    'low',
								    'lowest',
								]
								__lowerCamelCase				:				str					       = 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     lowerCAmelCase     (		self		:			Tuple   ,SCREAMING_SNAKE_CASE__		:			Tuple):
								__lowerCamelCase				:				Union[str, Any]					       = 'UNwant\u00E9d,running'
								__lowerCamelCase				:				Dict					       = 'unwanted, running'
								return input_text, output_text
							def     lowerCAmelCase     (		self		:			str):
								__lowerCamelCase				:				List[Any]					       = self.tokenizer_class(self.vocab_file)

								__lowerCamelCase				:				Dict					       = tokenizer.tokenize('UNwant\u00E9d,running')
								self.assertListEqual(SCREAMING_SNAKE_CASE__   ,['un', '##want', '##ed', ',', 'runn', '##ing'])
								self.assertListEqual(tokenizer.convert_tokens_to_ids(SCREAMING_SNAKE_CASE__)   ,[9, 6, 7, 1_2, 1_0, 1_1])
							def     lowerCAmelCase     (		self		:			Any):
								__lowerCamelCase				:				Tuple					       = BasicTokenizer()

								self.assertListEqual(tokenizer.tokenize('ah\u535A\u63A8zz')   ,['ah', '\u535A', '\u63A8', 'zz'])
							def     lowerCAmelCase     (		self		:			str):
								__lowerCamelCase				:				str					       = BasicTokenizer(do_lower_case=SCREAMING_SNAKE_CASE__)

								self.assertListEqual(
								    tokenizer.tokenize(' \tHeLLo!how  \n Are yoU?  ')   ,['hello', '!', 'how', 'are', 'you', '?'])
								self.assertListEqual(tokenizer.tokenize('H\u00E9llo')   ,['hello'])
							def     lowerCAmelCase     (		self		:			Union[str, Any]):
								__lowerCamelCase				:				Tuple					       = BasicTokenizer(do_lower_case=SCREAMING_SNAKE_CASE__   ,strip_accents=SCREAMING_SNAKE_CASE__)

								self.assertListEqual(
								    tokenizer.tokenize(' \tHäLLo!how  \n Are yoU?  ')   ,['hällo', '!', 'how', 'are', 'you', '?'])
								self.assertListEqual(tokenizer.tokenize('H\u00E9llo')   ,['h\u00E9llo'])
							def     lowerCAmelCase     (		self		:			Dict):
								__lowerCamelCase				:				Tuple					       = BasicTokenizer(do_lower_case=SCREAMING_SNAKE_CASE__   ,strip_accents=SCREAMING_SNAKE_CASE__)

								self.assertListEqual(
								    tokenizer.tokenize(' \tHäLLo!how  \n Are yoU?  ')   ,['hallo', '!', 'how', 'are', 'you', '?'])
								self.assertListEqual(tokenizer.tokenize('H\u00E9llo')   ,['hello'])
							def     lowerCAmelCase     (		self		:			Optional[Any]):
								__lowerCamelCase				:				Any					       = BasicTokenizer(do_lower_case=SCREAMING_SNAKE_CASE__)

								self.assertListEqual(
								    tokenizer.tokenize(' \tHäLLo!how  \n Are yoU?  ')   ,['hallo', '!', 'how', 'are', 'you', '?'])
								self.assertListEqual(tokenizer.tokenize('H\u00E9llo')   ,['hello'])
							def     lowerCAmelCase     (		self		:			Optional[Any]):
								__lowerCamelCase				:				Optional[int]					       = BasicTokenizer(do_lower_case=SCREAMING_SNAKE_CASE__)

								self.assertListEqual(
								    tokenizer.tokenize(' \tHeLLo!how  \n Are yoU?  ')   ,['HeLLo', '!', 'how', 'Are', 'yoU', '?'])
							def     lowerCAmelCase     (		self		:			str):
								__lowerCamelCase				:				Union[str, Any]					       = BasicTokenizer(do_lower_case=SCREAMING_SNAKE_CASE__   ,strip_accents=SCREAMING_SNAKE_CASE__)

								self.assertListEqual(
								    tokenizer.tokenize(' \tHäLLo!how  \n Are yoU?  ')   ,['HäLLo', '!', 'how', 'Are', 'yoU', '?'])
							def     lowerCAmelCase     (		self		:			Tuple):
								__lowerCamelCase				:				Optional[Any]					       = BasicTokenizer(do_lower_case=SCREAMING_SNAKE_CASE__   ,strip_accents=SCREAMING_SNAKE_CASE__)

								self.assertListEqual(
								    tokenizer.tokenize(' \tHäLLo!how  \n Are yoU?  ')   ,['HaLLo', '!', 'how', 'Are', 'yoU', '?'])
							def     lowerCAmelCase     (		self		:			List[Any]):
								__lowerCamelCase				:				Optional[Any]					       = BasicTokenizer(do_lower_case=SCREAMING_SNAKE_CASE__   ,never_split=['[UNK]'])

								self.assertListEqual(
								    tokenizer.tokenize(' \tHeLLo!how  \n Are yoU? [UNK]')   ,['HeLLo', '!', 'how', 'Are', 'yoU', '?', '[UNK]'])
							def     lowerCAmelCase     (		self		:			Any):
								__lowerCamelCase				:				Any					       = ['[UNK]', '[CLS]', '[SEP]', 'want', '##want', '##ed', 'wa', 'un', 'runn', '##ing']

								__lowerCamelCase				:				List[Any]					       = {}
								for i, token in enumerate(SCREAMING_SNAKE_CASE__):
									__lowerCamelCase				:				List[str]					       = i
								__lowerCamelCase				:				Union[str, Any]					       = WordpieceTokenizer(vocab=SCREAMING_SNAKE_CASE__   ,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     lowerCAmelCase     (		self		:			Union[str, Any]):
								__lowerCamelCase				:				Tuple					       = self.tokenizer_class.from_pretrained('microsoft/prophetnet-large-uncased')

								__lowerCamelCase				:				int					       = ['A long paragraph for summarization.', 'Another paragraph for summarization.']
								__lowerCamelCase				:				Tuple					       = [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(SCREAMING_SNAKE_CASE__   ,padding=SCREAMING_SNAKE_CASE__   ,return_tensors='pt')
								self.assertIsInstance(SCREAMING_SNAKE_CASE__   ,SCREAMING_SNAKE_CASE__)
								__lowerCamelCase				:				List[str]					       = list(batch.input_ids.numpy()[0])
								self.assertListEqual(SCREAMING_SNAKE_CASE__   ,SCREAMING_SNAKE_CASE__)

								self.assertEqual((2, 9)   ,batch.input_ids.shape)
								self.assertEqual((2, 9)   ,batch.attention_mask.shape)
							def     lowerCAmelCase     (		self		:			str):
								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     lowerCAmelCase     (		self		:			Union[str, Any]):
								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     lowerCAmelCase     (		self		:			List[str]):
								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     lowerCAmelCase     (		self		:			Optional[Any]):
								__lowerCamelCase				:				List[str]					       = self.tokenizer_class.from_pretrained('microsoft/prophetnet-large-uncased')

								__lowerCamelCase				:				Optional[int]					       = tokenizer.encode('sequence builders'   ,add_special_tokens=SCREAMING_SNAKE_CASE__)
								__lowerCamelCase				:				Optional[Any]					       = tokenizer.encode('multi-sequence build'   ,add_special_tokens=SCREAMING_SNAKE_CASE__)

								__lowerCamelCase				:				Any					       = tokenizer.build_inputs_with_special_tokens(SCREAMING_SNAKE_CASE__)
								__lowerCamelCase				:				Any					       = tokenizer.build_inputs_with_special_tokens(SCREAMING_SNAKE_CASE__   ,SCREAMING_SNAKE_CASE__)

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








UpperCAmelCase__   	=							{
    '''A''': '''.-''', '''B''': '''-...''', '''C''': '''-.-.''', '''D''': '''-..''', '''E''': '''.''', '''F''': '''..-.''', '''G''': '''--.''',
    '''H''': '''....''', '''I''': '''..''', '''J''': '''.---''', '''K''': '''-.-''', '''L''': '''.-..''', '''M''': '''--''', '''N''': '''-.''',
    '''O''': '''---''', '''P''': '''.--.''', '''Q''': '''--.-''', '''R''': '''.-.''', '''S''': '''...''', '''T''': '''-''', '''U''': '''..-''',
    '''V''': '''...-''', '''W''': '''.--''', '''X''': '''-..-''', '''Y''': '''-.--''', '''Z''': '''--..''', '''1''': '''.----''',
    '''2''': '''..---''', '''3''': '''...--''', '''4''': '''....-''', '''5''': '''.....''', '''6''': '''-....''', '''7''': '''--...''',
    '''8''': '''---..''', '''9''': '''----.''', '''0''': '''-----''', '''&''': '''.-...''', '''@''': '''.--.-.''',
    ''':''': '''---...''', ''',''': '''--..--''', '''.''': '''.-.-.-''', '''\'''': '''.----.''', '''"''': '''.-..-.''',
    '''?''': '''..--..''', '''/''': '''-..-.''', '''=''': '''-...-''', '''+''': '''.-.-.''', '''-''': '''-....-''',
    '''(''': '''-.--.''', ''')''': '''-.--.-''', '''!''': '''-.-.--''', ''' ''': '''/'''
}  # Exclamation mark is not in ITU-R recommendation
# fmt: on
UpperCAmelCase__   	=							{value: key for key, value in MORSE_CODE_DICT.items()}
def 				UpperCAmelCase_					(							__snake_case						)     ->			str:







 """simple docstring"""


 return " ".join(MORSE_CODE_DICT[char] for char in message.upper()						)
def 				UpperCAmelCase_					(							__snake_case						)     ->			str:







 """simple docstring"""


 return "".join(REVERSE_DICT[char] for char in message.split()						)
def 				UpperCAmelCase_					(							)     ->			None:







 """simple docstring"""


 _lowercase							      ='''Morse code here!'''
 print(__snake_case						)
 _lowercase							      =encrypt(__snake_case						)
 print(__snake_case						)
 _lowercase							      =decrypt(__snake_case						)
 print(__snake_case						)


if __name__ == "__main__":
  main()

