





import os
import unittest

from transformers import MobileBertTokenizer, MobileBertTokenizerFast
from transformers.models.bert.tokenization_bert import (
    VOCAB_FILES_NAMES,
    BasicTokenizer,
    WordpieceTokenizer,
    _is_control,
    _is_punctuation,
    _is_whitespace,
)
from transformers.testing_utils import require_tokenizers, slow

from ...test_tokenization_common import TokenizerTesterMixin, filter_non_english
@require_tokenizers
class     UpperCamelCase__					(     lowerCamelCase__				, unittest.TestCase				):






		'''simple docstring'''






		__a       :       Tuple       =	MobileBertTokenizer
		__a       :       List[Any]       =	MobileBertTokenizerFast
		__a       :       List[Any]       =	True
		__a       :       Optional[int]       =	True
		__a       :       List[str]       =	filter_non_english
		__a       :       Any       =	"""google/mobilebert-uncased"""






		def 						snake_case__				(							self  )       -> Union[str, Any]:






									"""simple docstring"""
									super().setUp()

									lowercase_	:   Tuple  				=     [
									    """[UNK]""",
									    """[CLS]""",
									    """[SEP]""",
									    """[PAD]""",
									    """[MASK]""",
									    """want""",
									    """##want""",
									    """##ed""",
									    """wa""",
									    """un""",
									    """runn""",
									    """##ing""",
									    """,""",
									    """low""",
									    """lowest""",
									]
									lowercase_	:   int  				=     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]  )  )

									lowercase_	:   Optional[Any]  				=     [
									    (tokenizer_def[0], self.pre_trained_model_path, tokenizer_def[2])  # else the 'google/' prefix is stripped
									    for tokenizer_def in self.tokenizers_list
									]






		def 						snake_case__				(							self,   snake_case__  )       -> Tuple:






									"""simple docstring"""
									lowercase_	:   Any  				=     """UNwant\u00E9d,running"""
									lowercase_	:   Optional[Any]  				=     """unwanted, running"""
									return input_text, output_text






		def 						snake_case__				(							self  )       -> int:






									"""simple docstring"""
									lowercase_	:   List[str]  				=     self.tokenizer_class(self.vocab_file  )

									lowercase_	:   Union[str, Any]  				=     tokenizer.tokenize("""UNwant\u00E9d,running"""  )
									self.assertListEqual(snake_case__,   ["""un""", """##want""", """##ed""", """,""", """runn""", """##ing"""]  )
									self.assertListEqual(tokenizer.convert_tokens_to_ids(snake_case__  ),   [9, 6, 7, 12, 10, 11]  )






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






									"""simple docstring"""
									if not self.test_rust_tokenizer:
																return

									lowercase_	:   int  				=     self.get_tokenizer()
									lowercase_	:   int  				=     self.get_rust_tokenizer()

									lowercase_	:   List[Any]  				=     """UNwant\u00E9d,running"""

									lowercase_	:   Tuple  				=     tokenizer.tokenize(snake_case__  )
									lowercase_	:   str  				=     rust_tokenizer.tokenize(snake_case__  )
									self.assertListEqual(snake_case__,   snake_case__  )

									lowercase_	:   Union[str, Any]  				=     tokenizer.encode(snake_case__,   add_special_tokens=snake_case__  )
									lowercase_	:   Any  				=     rust_tokenizer.encode(snake_case__,   add_special_tokens=snake_case__  )
									self.assertListEqual(snake_case__,   snake_case__  )

									lowercase_	:   int  				=     self.get_rust_tokenizer()
									lowercase_	:   Any  				=     tokenizer.encode(snake_case__  )
									lowercase_	:   Tuple  				=     rust_tokenizer.encode(snake_case__  )
									self.assertListEqual(snake_case__,   snake_case__  )

									# With lower casing
									lowercase_	:   List[Any]  				=     self.get_tokenizer(do_lower_case=snake_case__  )
									lowercase_	:   Any  				=     self.get_rust_tokenizer(do_lower_case=snake_case__  )

									lowercase_	:   Any  				=     """UNwant\u00E9d,running"""

									lowercase_	:   List[str]  				=     tokenizer.tokenize(snake_case__  )
									lowercase_	:   List[str]  				=     rust_tokenizer.tokenize(snake_case__  )
									self.assertListEqual(snake_case__,   snake_case__  )

									lowercase_	:   Any  				=     tokenizer.encode(snake_case__,   add_special_tokens=snake_case__  )
									lowercase_	:   str  				=     rust_tokenizer.encode(snake_case__,   add_special_tokens=snake_case__  )
									self.assertListEqual(snake_case__,   snake_case__  )

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






		def 						snake_case__				(							self  )       -> int:






									"""simple docstring"""
									lowercase_	:   str  				=     BasicTokenizer()

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






		def 						snake_case__				(							self  )       -> int:






									"""simple docstring"""
									lowercase_	:   List[Any]  				=     BasicTokenizer(do_lower_case=snake_case__  )

									self.assertListEqual(
									    tokenizer.tokenize(""" \tHeLLo!how  \n Are yoU?  """  ),   ["""hello""", """!""", """how""", """are""", """you""", """?"""]  )
									self.assertListEqual(tokenizer.tokenize("""H\u00E9llo"""  ),   ["""hello"""]  )






		def 						snake_case__				(							self  )       -> int:






									"""simple docstring"""
									lowercase_	:   List[str]  				=     BasicTokenizer(do_lower_case=snake_case__,   strip_accents=snake_case__  )

									self.assertListEqual(
									    tokenizer.tokenize(""" \tHäLLo!how  \n Are yoU?  """  ),   ["""hällo""", """!""", """how""", """are""", """you""", """?"""]  )
									self.assertListEqual(tokenizer.tokenize("""H\u00E9llo"""  ),   ["""h\u00E9llo"""]  )






		def 						snake_case__				(							self  )       -> Dict:






									"""simple docstring"""
									lowercase_	:   Optional[int]  				=     BasicTokenizer(do_lower_case=snake_case__,   strip_accents=snake_case__  )

									self.assertListEqual(
									    tokenizer.tokenize(""" \tHäLLo!how  \n Are yoU?  """  ),   ["""hallo""", """!""", """how""", """are""", """you""", """?"""]  )
									self.assertListEqual(tokenizer.tokenize("""H\u00E9llo"""  ),   ["""hello"""]  )






		def 						snake_case__				(							self  )       -> Union[str, Any]:






									"""simple docstring"""
									lowercase_	:   str  				=     BasicTokenizer(do_lower_case=snake_case__  )

									self.assertListEqual(
									    tokenizer.tokenize(""" \tHäLLo!how  \n Are yoU?  """  ),   ["""hallo""", """!""", """how""", """are""", """you""", """?"""]  )
									self.assertListEqual(tokenizer.tokenize("""H\u00E9llo"""  ),   ["""hello"""]  )






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






									"""simple docstring"""
									lowercase_	:   Union[str, Any]  				=     BasicTokenizer(do_lower_case=snake_case__  )

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






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






									"""simple docstring"""
									lowercase_	:   List[Any]  				=     BasicTokenizer(do_lower_case=snake_case__,   strip_accents=snake_case__  )

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






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






									"""simple docstring"""
									lowercase_	:   Tuple  				=     BasicTokenizer(do_lower_case=snake_case__,   strip_accents=snake_case__  )

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






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






									"""simple docstring"""
									lowercase_	:   Optional[int]  				=     BasicTokenizer(do_lower_case=snake_case__,   never_split=["""[UNK]"""]  )

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






		def 						snake_case__				(							self  )       -> Tuple:






									"""simple docstring"""
									lowercase_	:   int  				=     ["""[UNK]""", """[CLS]""", """[SEP]""", """want""", """##want""", """##ed""", """wa""", """un""", """runn""", """##ing"""]

									lowercase_	:   Union[str, Any]  				=     {}
									for i, token in enumerate(snake_case__  ):
																lowercase_	:   int  				=     i
									lowercase_	:   Union[str, Any]  				=     WordpieceTokenizer(vocab=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"""]  )






		def 						snake_case__				(							self  )       -> Any:






									"""simple docstring"""
									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 						snake_case__				(							self  )       -> Tuple:






									"""simple docstring"""
									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 						snake_case__				(							self  )       -> Optional[int]:






									"""simple docstring"""
									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(""" """  )  )






		def 						snake_case__				(							self  )       -> Dict:






									"""simple docstring"""
									lowercase_	:   Tuple  				=     self.get_tokenizer()
									lowercase_	:   int  				=     self.get_rust_tokenizer()

									# Example taken from the issue https://github.com/huggingface/tokenizers/issues/340
									self.assertListEqual([tokenizer.tokenize(snake_case__  ) for t in ["""Test""", """\xad""", """test"""]],   [["""[UNK]"""], [], ["""[UNK]"""]]  )

									self.assertListEqual(
									    [rust_tokenizer.tokenize(snake_case__  ) for t in ["""Test""", """\xad""", """test"""]],   [["""[UNK]"""], [], ["""[UNK]"""]]  )






		@slow
		def 						snake_case__				(							self  )       -> Any:






									"""simple docstring"""
									lowercase_	:   List[str]  				=     self.tokenizer_class.from_pretrained("""google/mobilebert-uncased"""  )

									lowercase_	:   Optional[int]  				=     tokenizer.encode("""sequence builders""",   add_special_tokens=snake_case__  )
									lowercase_	:   Optional[Any]  				=     tokenizer.encode("""multi-sequence build""",   add_special_tokens=snake_case__  )

									lowercase_	:   int  				=     tokenizer.build_inputs_with_special_tokens(snake_case__  )
									lowercase_	:   Any  				=     tokenizer.build_inputs_with_special_tokens(snake_case__,   snake_case__  )

									assert encoded_sentence == [1_01] + text + [1_02]
									assert encoded_pair == [1_01] + text + [1_02] + text_a + [1_02]






		def 						snake_case__				(							self  )       -> Any:






									"""simple docstring"""
									for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
																with self.subTest(f"""{tokenizer.__class__.__name__} ({pretrained_name})"""  ):
																							lowercase_	:   Any  				=     self.rust_tokenizer_class.from_pretrained(snake_case__,   **snake_case__  )

																							lowercase_	:   Any  				=     f"""A, naïve {tokenizer_r.mask_token} AllenNLP sentence."""
																							lowercase_	:   Dict  				=     tokenizer_r.encode_plus(
																							    snake_case__,   return_attention_mask=snake_case__,   return_token_type_ids=snake_case__,   return_offsets_mapping=snake_case__,   add_special_tokens=snake_case__,   )

																							lowercase_	:   str  				=     tokenizer_r.do_lower_case if hasattr(snake_case__,   """do_lower_case"""  ) else False
																							lowercase_	:   Any  				=     (
																							    [
																							        ((0, 0), tokenizer_r.cls_token),
																							        ((0, 1), """A"""),
																							        ((1, 2), ""","""),
																							        ((3, 5), """na"""),
																							        ((5, 6), """##ï"""),
																							        ((6, 8), """##ve"""),
																							        ((9, 15), tokenizer_r.mask_token),
																							        ((16, 21), """Allen"""),
																							        ((21, 23), """##NL"""),
																							        ((23, 24), """##P"""),
																							        ((25, 33), """sentence"""),
																							        ((33, 34), """."""),
																							        ((0, 0), tokenizer_r.sep_token),
																							    ]
																							    if not do_lower_case
																							    else [
																							        ((0, 0), tokenizer_r.cls_token),
																							        ((0, 1), """a"""),
																							        ((1, 2), ""","""),
																							        ((3, 8), """naive"""),
																							        ((9, 15), tokenizer_r.mask_token),
																							        ((16, 21), """allen"""),
																							        ((21, 23), """##nl"""),
																							        ((23, 24), """##p"""),
																							        ((25, 33), """sentence"""),
																							        ((33, 34), """."""),
																							        ((0, 0), tokenizer_r.sep_token),
																							    ]
																							)

																							self.assertEqual(
																							    [e[1] for e in expected_results],   tokenizer_r.convert_ids_to_tokens(tokens["""input_ids"""]  )  )
																							self.assertEqual([e[0] for e in expected_results],   tokens["""offset_mapping"""]  )






		def 						snake_case__				(							self  )       -> Union[str, Any]:






									"""simple docstring"""
									lowercase_	:   str  				=     ["""的""", """人""", """有"""]
									lowercase_	:   Optional[int]  				=     """""".join(snake_case__  )
									for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
																with self.subTest(f"""{tokenizer.__class__.__name__} ({pretrained_name})"""  ):
																							lowercase_	:   Tuple  				=     True
																							lowercase_	:   List[str]  				=     self.tokenizer_class.from_pretrained(snake_case__,   **snake_case__  )
																							lowercase_	:   int  				=     self.rust_tokenizer_class.from_pretrained(snake_case__,   **snake_case__  )

																							lowercase_	:   Dict  				=     tokenizer_p.encode(snake_case__,   add_special_tokens=snake_case__  )
																							lowercase_	:   int  				=     tokenizer_r.encode(snake_case__,   add_special_tokens=snake_case__  )

																							lowercase_	:   Tuple  				=     tokenizer_r.convert_ids_to_tokens(snake_case__  )
																							lowercase_	:   Any  				=     tokenizer_p.convert_ids_to_tokens(snake_case__  )

																							# it is expected that each Chinese character is not preceded by "##"
																							self.assertListEqual(snake_case__,   snake_case__  )
																							self.assertListEqual(snake_case__,   snake_case__  )

																							lowercase_	:   Union[str, Any]  				=     False
																							lowercase_	:   Dict  				=     self.rust_tokenizer_class.from_pretrained(snake_case__,   **snake_case__  )
																							lowercase_	:   str  				=     self.tokenizer_class.from_pretrained(snake_case__,   **snake_case__  )

																							lowercase_	:   int  				=     tokenizer_r.encode(snake_case__,   add_special_tokens=snake_case__  )
																							lowercase_	:   Tuple  				=     tokenizer_p.encode(snake_case__,   add_special_tokens=snake_case__  )

																							lowercase_	:   Optional[Any]  				=     tokenizer_r.convert_ids_to_tokens(snake_case__  )
																							lowercase_	:   Optional[int]  				=     tokenizer_p.convert_ids_to_tokens(snake_case__  )

																							# it is expected that only the first Chinese character is not preceded by "##".
																							lowercase_	:   Dict  				=     [
																							    f"""##{token}""" if idx != 0 else token for idx, token in enumerate(snake_case__  )
																							]
																							self.assertListEqual(snake_case__,   snake_case__  )
																							self.assertListEqual(snake_case__,   snake_case__  )






from string import ascii_uppercase

UpperCAmelCase_							=				{char: i for i, char in enumerate(ascii_uppercase)}
UpperCAmelCase_							=				dict(enumerate(ascii_uppercase))





def  __magic_name__  (				lowercase				,       lowercase				)				-> str:

							"""simple docstring"""



							lowercase_	:   Dict  				=     len(lowercase				)
							lowercase_	:   Tuple  				=     0
							while True:
														if x == i:
																					lowercase_	:   Dict  				=     0
														if len(lowercase				) == len(lowercase				):
																					break
														key += key[i]
														i += 1
							return key





def  __magic_name__  (				lowercase				,       lowercase				)				-> str:

							"""simple docstring"""



							lowercase_	:   Any  				=     """"""
							lowercase_	:   Optional[Any]  				=     0
							for letter in message:
														if letter == " ":
																					cipher_text += " "
														else:
																					lowercase_	:   Any  				=     (dicta[letter] - dicta[key_new[i]]) % 26
																					i += 1
																					cipher_text += dicta[x]
							return cipher_text





def  __magic_name__  (				lowercase				,       lowercase				)				-> str:

							"""simple docstring"""



							lowercase_	:   Optional[Any]  				=     """"""
							lowercase_	:   Optional[Any]  				=     0
							for letter in cipher_text:
														if letter == " ":
																					or_txt += " "
														else:
																					lowercase_	:   Optional[int]  				=     (dicta[letter] + dicta[key_new[i]] + 26) % 26
																					i += 1
																					or_txt += dicta[x]
							return or_txt





def  __magic_name__  (				)				-> None:

							"""simple docstring"""



							lowercase_	:   Union[str, Any]  				=     """THE GERMAN ATTACK"""
							lowercase_	:   str  				=     """SECRET"""
							lowercase_	:   int  				=     generate_key(lowercase				,       lowercase				)
							lowercase_	:   List[str]  				=     cipher_text(lowercase				,       lowercase				)
							print(f"""Encrypted Text = {s}"""				)
							print(f"""Original Text = {original_text(lowercase				,       lowercase				)}"""				)


if __name__ == "__main__":
							import doctest

							doctest.testmod()
							main()