


'''simple docstring'''
import os
import unittest

from transformers import RealmTokenizerFast
from transformers.models.bert.tokenization_bert import (
    VOCAB_FILES_NAMES,
    BasicTokenizer,
    WordpieceTokenizer,
    _is_control,
    _is_punctuation,
    _is_whitespace,
)
from transformers.models.realm.tokenization_realm import RealmTokenizer
from transformers.testing_utils import require_tokenizers, slow

from ...test_tokenization_common import TokenizerTesterMixin, filter_non_english






@require_tokenizers
class 		UpperCamelCase_		(					snake_case__   ,		unittest.TestCase   ):





						"""simple docstring"""




						UpperCAmelCase__	:       int         =     RealmTokenizer
						UpperCAmelCase__	:       Dict         =     RealmTokenizerFast
						UpperCAmelCase__	:       Optional[Any]         =     True
						UpperCAmelCase__	:       Union[str, Any]         =     True
						UpperCAmelCase__	:       Union[str, Any]         =     filter_non_english
						def 					__A					( self				:					Optional[int]  )							->					int:
										super().setUp()

										__magic_name__	  = [
										    '[UNK]',
										    '[CLS]',
										    '[SEP]',
										    '[PAD]',
										    '[MASK]',
										    'want',
										    '##want',
										    '##ed',
										    'wa',
										    'un',
										    'runn',
										    '##ing',
										    ',',
										    'low',
										    'lowest',
										]
										__magic_name__	  = 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 					__A					( self				:					str	,				_lowerCamelCase				:					str  )							->					List[str]:
										__magic_name__	  = 'UNwant\u00E9d,running'
										__magic_name__	  = 'unwanted, running'
										return input_text, output_text
						def 					__A					( self				:					Any  )							->					str:
										__magic_name__	  = self.tokenizer_class(self.vocab_file  )

										__magic_name__	  = tokenizer.tokenize("UNwant\u00E9d,running"  )
										self.assertListEqual(_lowerCamelCase	,				["un", "##want", "##ed", ",", "runn", "##ing"]  )
										self.assertListEqual(tokenizer.convert_tokens_to_ids(_lowerCamelCase  )	,				[9, 6, 7, 12, 10, 11]  )
						def 					__A					( self				:					Tuple  )							->					Tuple:
										if not self.test_rust_tokenizer:
														return

										__magic_name__	  = self.get_tokenizer()
										__magic_name__	  = self.get_rust_tokenizer()

										__magic_name__	  = 'UNwant\u00E9d,running'

										__magic_name__	  = tokenizer.tokenize(_lowerCamelCase  )
										__magic_name__	  = rust_tokenizer.tokenize(_lowerCamelCase  )
										self.assertListEqual(_lowerCamelCase	,				_lowerCamelCase  )

										__magic_name__	  = tokenizer.encode(_lowerCamelCase	,				add_special_tokens=_lowerCamelCase  )
										__magic_name__	  = rust_tokenizer.encode(_lowerCamelCase	,				add_special_tokens=_lowerCamelCase  )
										self.assertListEqual(_lowerCamelCase	,				_lowerCamelCase  )

										__magic_name__	  = self.get_rust_tokenizer()
										__magic_name__	  = tokenizer.encode(_lowerCamelCase  )
										__magic_name__	  = rust_tokenizer.encode(_lowerCamelCase  )
										self.assertListEqual(_lowerCamelCase	,				_lowerCamelCase  )

										# With lower casing
										__magic_name__	  = self.get_tokenizer(do_lower_case=_lowerCamelCase  )
										__magic_name__	  = self.get_rust_tokenizer(do_lower_case=_lowerCamelCase  )

										__magic_name__	  = 'UNwant\u00E9d,running'

										__magic_name__	  = tokenizer.tokenize(_lowerCamelCase  )
										__magic_name__	  = rust_tokenizer.tokenize(_lowerCamelCase  )
										self.assertListEqual(_lowerCamelCase	,				_lowerCamelCase  )

										__magic_name__	  = tokenizer.encode(_lowerCamelCase	,				add_special_tokens=_lowerCamelCase  )
										__magic_name__	  = rust_tokenizer.encode(_lowerCamelCase	,				add_special_tokens=_lowerCamelCase  )
										self.assertListEqual(_lowerCamelCase	,				_lowerCamelCase  )

										__magic_name__	  = self.get_rust_tokenizer()
										__magic_name__	  = tokenizer.encode(_lowerCamelCase  )
										__magic_name__	  = rust_tokenizer.encode(_lowerCamelCase  )
										self.assertListEqual(_lowerCamelCase	,				_lowerCamelCase  )
						def 					__A					( self				:					List[Any]  )							->					List[str]:
										__magic_name__	  = BasicTokenizer()

										self.assertListEqual(tokenizer.tokenize("ah\u535A\u63A8zz"  )	,				["ah", "\u535A", "\u63A8", "zz"]  )
						def 					__A					( self				:					List[str]  )							->					Dict:
										__magic_name__	  = BasicTokenizer(do_lower_case=_lowerCamelCase  )

										self.assertListEqual(
										    tokenizer.tokenize(" \tHeLLo!how  \n Are yoU?  "  )	,				["hello", "!", "how", "are", "you", "?"]  )
										self.assertListEqual(tokenizer.tokenize("H\u00E9llo"  )	,				["hello"]  )
						def 					__A					( self				:					Optional[int]  )							->					Optional[Any]:
										__magic_name__	  = BasicTokenizer(do_lower_case=_lowerCamelCase	,				strip_accents=_lowerCamelCase  )

										self.assertListEqual(
										    tokenizer.tokenize(" \tHäLLo!how  \n Are yoU?  "  )	,				["hällo", "!", "how", "are", "you", "?"]  )
										self.assertListEqual(tokenizer.tokenize("H\u00E9llo"  )	,				["h\u00E9llo"]  )
						def 					__A					( self				:					Dict  )							->					Optional[int]:
										__magic_name__	  = BasicTokenizer(do_lower_case=_lowerCamelCase	,				strip_accents=_lowerCamelCase  )

										self.assertListEqual(
										    tokenizer.tokenize(" \tHäLLo!how  \n Are yoU?  "  )	,				["hallo", "!", "how", "are", "you", "?"]  )
										self.assertListEqual(tokenizer.tokenize("H\u00E9llo"  )	,				["hello"]  )
						def 					__A					( self				:					int  )							->					List[Any]:
										__magic_name__	  = BasicTokenizer(do_lower_case=_lowerCamelCase  )

										self.assertListEqual(
										    tokenizer.tokenize(" \tHäLLo!how  \n Are yoU?  "  )	,				["hallo", "!", "how", "are", "you", "?"]  )
										self.assertListEqual(tokenizer.tokenize("H\u00E9llo"  )	,				["hello"]  )
						def 					__A					( self				:					Optional[Any]  )							->					Optional[int]:
										__magic_name__	  = BasicTokenizer(do_lower_case=_lowerCamelCase  )

										self.assertListEqual(
										    tokenizer.tokenize(" \tHeLLo!how  \n Are yoU?  "  )	,				["HeLLo", "!", "how", "Are", "yoU", "?"]  )
						def 					__A					( self				:					Optional[Any]  )							->					Optional[int]:
										__magic_name__	  = BasicTokenizer(do_lower_case=_lowerCamelCase	,				strip_accents=_lowerCamelCase  )

										self.assertListEqual(
										    tokenizer.tokenize(" \tHäLLo!how  \n Are yoU?  "  )	,				["HäLLo", "!", "how", "Are", "yoU", "?"]  )
						def 					__A					( self				:					str  )							->					str:
										__magic_name__	  = BasicTokenizer(do_lower_case=_lowerCamelCase	,				strip_accents=_lowerCamelCase  )

										self.assertListEqual(
										    tokenizer.tokenize(" \tHäLLo!how  \n Are yoU?  "  )	,				["HaLLo", "!", "how", "Are", "yoU", "?"]  )
						def 					__A					( self				:					Dict  )							->					Optional[Any]:
										__magic_name__	  = BasicTokenizer(do_lower_case=_lowerCamelCase	,				never_split=["[UNK]"]  )

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

										__magic_name__	  = {}
										for i, token in enumerate(_lowerCamelCase  ):
														__magic_name__	  = i
										__magic_name__	  = WordpieceTokenizer(vocab=_lowerCamelCase	,				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 					__A					( self				:					int  )							->					int:
										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 					__A					( self				:					int  )							->					str:
										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 					__A					( self				:					Any  )							->					Optional[Any]:
										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 					__A					( self				:					Optional[Any]  )							->					Union[str, Any]:
										__magic_name__	  = self.get_tokenizer()

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

										if self.test_rust_tokenizer:
														__magic_name__	  = self.get_rust_tokenizer()
														self.assertListEqual(
														    [rust_tokenizer.tokenize(_lowerCamelCase  ) for t in ["Test", "\xad", "test"]]	,				[["[UNK]"], [], ["[UNK]"]]  )
						@slow
						def 					__A					( self				:					List[str]  )							->					Optional[Any]:
										__magic_name__	  = self.tokenizer_class.from_pretrained("bert-base-uncased"  )

										__magic_name__	  = tokenizer.encode("sequence builders"	,				add_special_tokens=_lowerCamelCase  )
										__magic_name__	  = tokenizer.encode("multi-sequence build"	,				add_special_tokens=_lowerCamelCase  )

										__magic_name__	  = tokenizer.build_inputs_with_special_tokens(_lowerCamelCase  )
										__magic_name__	  = tokenizer.build_inputs_with_special_tokens(_lowerCamelCase	,				_lowerCamelCase  )

										assert encoded_sentence == [1_01] + text + [1_02]
										assert encoded_pair == [1_01] + text + [1_02] + text_a + [1_02]
						def 					__A					( self				:					Tuple  )							->					Tuple:
										for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
														with self.subTest(f'{tokenizer.__class__.__name__} ({pretrained_name})'  ):
																		__magic_name__	  = self.rust_tokenizer_class.from_pretrained(_lowerCamelCase	,				**_lowerCamelCase  )

																		__magic_name__	  = f'A, naïve {tokenizer_r.mask_token} AllenNLP sentence.'
																		__magic_name__	  = tokenizer_r.encode_plus(
																		    _lowerCamelCase	,				return_attention_mask=_lowerCamelCase	,				return_token_type_ids=_lowerCamelCase	,				return_offsets_mapping=_lowerCamelCase	,				add_special_tokens=_lowerCamelCase	,				)

																		__magic_name__	  = tokenizer_r.do_lower_case if hasattr(_lowerCamelCase	,				"do_lower_case"  ) else False
																		__magic_name__	  = (
																		    [
																		        ((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"]  )

						@slow
						def 					__A					( self				:					Tuple  )							->					int:
										for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
														with self.subTest(f'{tokenizer.__class__.__name__} ({pretrained_name})'  ):
																		__magic_name__	  = self.rust_tokenizer_class.from_pretrained(_lowerCamelCase	,				**_lowerCamelCase  )
																		__magic_name__	  = self.tokenizer_class.from_pretrained(_lowerCamelCase	,				**_lowerCamelCase  )
																		__magic_name__	  = [['Hello world!', 'Nice to meet you!'], ['The cute cat.', 'The adorable dog.']]

																		__magic_name__	  = tokenizer_r.batch_encode_candidates(_lowerCamelCase	,				max_length=10	,				return_tensors="np"  )
																		__magic_name__	  = tokenizer_p.batch_encode_candidates(_lowerCamelCase	,				max_length=10	,				return_tensors="np"  )

																		__magic_name__	  = (2, 2, 10)

																		self.assertEqual(encoded_sentence_r["input_ids"].shape	,				_lowerCamelCase  )
																		self.assertEqual(encoded_sentence_r["attention_mask"].shape	,				_lowerCamelCase  )
																		self.assertEqual(encoded_sentence_r["token_type_ids"].shape	,				_lowerCamelCase  )

																		self.assertEqual(encoded_sentence_p["input_ids"].shape	,				_lowerCamelCase  )
																		self.assertEqual(encoded_sentence_p["attention_mask"].shape	,				_lowerCamelCase  )
																		self.assertEqual(encoded_sentence_p["token_type_ids"].shape	,				_lowerCamelCase  )







'''simple docstring'''
import random
import sys

__magic_name__   :   Optional[Any]  							='ABCDEFGHIJKLMNOPQRSTUVWXYZ'




def      __snake_case       (       ):
				'''simple docstring'''




				__magic_name__	  = input("Enter message: "						)
				__magic_name__	  = "LFWOAYUISVKMNXPBDCRJTQEGHZ"
				__magic_name__	  = input("Encrypt/Decrypt [e/d]: "						)

				check_valid_key(lowerCamelCase_						)

				if resp.lower().startswith("e"						):
								__magic_name__	  = "encrypt"
								__magic_name__	  = encrypt_message(lowerCamelCase_	,  lowerCamelCase_						)
				elif resp.lower().startswith("d"						):
								__magic_name__	  = "decrypt"
								__magic_name__	  = decrypt_message(lowerCamelCase_	,  lowerCamelCase_						)

				print(F'\n{mode.title()}ion: \n{translated}'						)




def      __snake_case       (       lowerCamelCase_ :				str						):
				'''simple docstring'''




				__magic_name__	  = list(lowerCamelCase_						)
				__magic_name__	  = list(lowerCamelCase_						)
				key_list.sort()
				letters_list.sort()

				if key_list != letters_list:
								sys.exit("Error in the key or symbol set."						)




def      __snake_case       (       lowerCamelCase_ :				str	,  lowerCamelCase_ :				str						):
				'''simple docstring'''




				return translate_message(lowerCamelCase_	,  lowerCamelCase_	,  "encrypt"						)




def      __snake_case       (       lowerCamelCase_ :				str	,  lowerCamelCase_ :				str						):
				'''simple docstring'''




				return translate_message(lowerCamelCase_	,  lowerCamelCase_	,  "decrypt"						)




def      __snake_case       (       lowerCamelCase_ :				str	,  lowerCamelCase_ :				str	,  lowerCamelCase_ :				str						):
				'''simple docstring'''




				__magic_name__	  = ""
				__magic_name__	  = LETTERS
				__magic_name__	  = key

				if mode == "decrypt":
								__magic_name__  ,      __magic_name__	  = chars_b, chars_a

				for symbol in message:
								if symbol.upper() in chars_a:
												__magic_name__	  = chars_a.find(symbol.upper()						)
												if symbol.isupper():
																translated += chars_b[sym_index].upper()
												else:
																translated += chars_b[sym_index].lower()
								else:
												translated += symbol

				return translated




def      __snake_case       (       ):
				'''simple docstring'''




				__magic_name__	  = list(lowerCamelCase_						)
				random.shuffle(lowerCamelCase_						)
				return "".join(lowerCamelCase_						)


if __name__ == "__main__":
						main()



