"""simple docstring"""






import contextlib
import importlib
import io
import unittest

import transformers

# Try to import everything from transformers to ensure every object can be loaded.
from transformers import *  # noqa F406
from transformers.testing_utils import DUMMY_UNKNOWN_IDENTIFIER, require_flax, require_tf, require_torch
from transformers.utils import ContextManagers, find_labels, is_flax_available, is_tf_available, is_torch_available


if is_torch_available():
						from transformers import BertForPreTraining, BertForQuestionAnswering, BertForSequenceClassification

if is_tf_available():
						from transformers import TFBertForPreTraining, TFBertForQuestionAnswering, TFBertForSequenceClassification

if is_flax_available():
						from transformers import FlaxBertForPreTraining, FlaxBertForQuestionAnswering, FlaxBertForSequenceClassification


lowerCAmelCase__						:						Dict		  =			DUMMY_UNKNOWN_IDENTIFIER
# An actual model hosted on huggingface.co

lowerCAmelCase__						:						Optional[int]		  =			"main"
# Default branch name
lowerCAmelCase__						:						Optional[Any]		  =			"f2c752cfc5c0ab6f4bdec59acea69eefbee381c2"
# One particular commit (not the top of `main`)
lowerCAmelCase__						:						str		  =			"aaaaaaa"
# This commit does not exist, so we should 404.

lowerCAmelCase__						:						Optional[Any]		  =			"d9e9f15bc825e4b2c9249e9578f884bbcb5e3684"
# Sha-1 of config.json on the top of `main`, for checking purposes
lowerCAmelCase__						:						Tuple		  =			"4b243c475af8d0a7754e87d7d096c92e5199ec2fe168a2ee7998e3b8e9bcb1d3"



@contextlib.contextmanager
def 						a_		(      ):
		print('Welcome!' )
		yield
		print('Bye!' )



@contextlib.contextmanager
def 						a_		(      ):
		print('Bonjour!' )
		yield
		print('Au revoir!' )
class        snake_case (				unittest.TestCase       ):




					"""simple docstring"""

					def 	__lowerCAmelCase		(       self     :			Union[str, Any]    ):
							assert transformers.__spec__ is not None
							assert importlib.util.find_spec('transformers'    ) is not None






class        snake_case (				unittest.TestCase       ):




					"""simple docstring"""

					@unittest.mock.patch('sys.stdout'					,new_callable=io.StringIO    )
					def 	__lowerCAmelCase		(       self     :			Union[str, Any]					,lowerCamelCase__     :			Union[str, Any]    ):






							with ContextManagers([]    ):
									print('Transformers are awesome!'    )
							# The print statement adds a new line at the end of the output
							self.assertEqual(mock_stdout.getvalue()					,'Transformers are awesome!\n'    )







					@unittest.mock.patch('sys.stdout'					,new_callable=io.StringIO    )
					def 	__lowerCAmelCase		(       self     :			Any					,lowerCamelCase__     :			Union[str, Any]    ):






							with ContextManagers([context_en()]    ):
									print('Transformers are awesome!'    )
							# The output should be wrapped with an English welcome and goodbye
							self.assertEqual(mock_stdout.getvalue()					,'Welcome!\nTransformers are awesome!\nBye!\n'    )







					@unittest.mock.patch('sys.stdout'					,new_callable=io.StringIO    )
					def 	__lowerCAmelCase		(       self     :			List[Any]					,lowerCamelCase__     :			List[str]    ):






							with ContextManagers([context_fr(), context_en()]    ):
									print('Transformers are awesome!'    )
							# The output should be wrapped with an English and French welcome and goodbye
							self.assertEqual(mock_stdout.getvalue()					,'Bonjour!\nWelcome!\nTransformers are awesome!\nBye!\nAu revoir!\n'    )







					@require_torch
					def 	__lowerCAmelCase		(       self     :			Tuple    ):
							self.assertEqual(find_labels(lowerCamelCase__    )					,['labels']    )
							self.assertEqual(find_labels(lowerCamelCase__    )					,['labels', 'next_sentence_label']    )
							self.assertEqual(find_labels(lowerCamelCase__    )					,['start_positions', 'end_positions']    )
							class        snake_case (				__lowerCAmelCase       ):




												"""simple docstring"""

												pass






							self.assertEqual(find_labels(lowerCamelCase__    )					,['labels']    )







					@require_tf
					def 	__lowerCAmelCase		(       self     :			Union[str, Any]    ):
							self.assertEqual(find_labels(lowerCamelCase__    )					,['labels']    )
							self.assertEqual(find_labels(lowerCamelCase__    )					,['labels', 'next_sentence_label']    )
							self.assertEqual(find_labels(lowerCamelCase__    )					,['start_positions', 'end_positions']    )
							class        snake_case (				__lowerCAmelCase       ):




												"""simple docstring"""

												pass






							self.assertEqual(find_labels(lowerCamelCase__    )					,['labels']    )







					@require_flax
					def 	__lowerCAmelCase		(       self     :			str    ):
							self.assertEqual(find_labels(lowerCamelCase__    )					,[]    )
							self.assertEqual(find_labels(lowerCamelCase__    )					,[]    )
							self.assertEqual(find_labels(lowerCamelCase__    )					,[]    )
							class        snake_case (				__lowerCAmelCase       ):




												"""simple docstring"""

												pass






							self.assertEqual(find_labels(lowerCamelCase__    )					,[]    )




"""simple docstring"""






from __future__ import annotations

import string
from itertools import cycle, product
from pathlib import Path

lowerCAmelCase__						:						str		  =			(
    string.ascii_letters + string.digits + string.punctuation + string.whitespace
)
lowerCAmelCase__						:						list[int]		  =			[ord(letter) for letter in string.ascii_lowercase]
lowerCAmelCase__						:						set[int]		  =			{ord(char) for char in VALID_CHARS}

lowerCAmelCase__						:						list[str]		  =			["the", "be", "to", "of", "and", "in", "that", "have"]



def 						a_		(      lowerCamelCase      ,    lowerCamelCase ):
				UpperCAmelCase__    =							""
				UpperCAmelCase__    =							42
				UpperCAmelCase__    =							42
				UpperCAmelCase__    =							42

				for keychar, cipherchar in zip(cycle(lowerCamelCase )      ,    lowerCamelCase ):
								UpperCAmelCase__    =							cipherchar ^ keychar
								if decodedchar not in VALID_INTS:
												return None
								decoded += chr(lowerCamelCase )

				return decoded



def 						a_		(      lowerCamelCase ):
				UpperCAmelCase__    =							[]
				for key in product(lowerCamelCase      ,    repeat=3 ):
								UpperCAmelCase__    =							try_key(lowerCamelCase      ,    lowerCamelCase )
								if encoded is not None:
												possibles.append(lowerCamelCase )
				return possibles



def 						a_		(      lowerCamelCase      ,    lowerCamelCase ):
				return [possible for possible in possibles if common_word in possible.lower()]



def 						a_		(      lowerCamelCase = "p059_cipher.txt" ):
				UpperCAmelCase__    =							42
				UpperCAmelCase__    =							42
				UpperCAmelCase__    =							42
				UpperCAmelCase__    =							42
				UpperCAmelCase__    =							Path(lowerCamelCase ).parent.joinpath(lowerCamelCase ).read_text(encoding='utf-8' )

				UpperCAmelCase__    =							[int(lowerCamelCase ) for number in data.strip().split(',' )]

				UpperCAmelCase__    =							filter_valid_chars(lowerCamelCase )
				for common_word in COMMON_WORDS:
								UpperCAmelCase__    =							filter_common_word(lowerCamelCase      ,    lowerCamelCase )
								if len(lowerCamelCase ) == 1:
												break

				UpperCAmelCase__    =							possibles[0]
				return sum(ord(lowerCamelCase ) for char in decoded_text )


if __name__ == "__main__":
						print(F"""{solution() = }""")



