"""simple docstring"""


import copy
import tempfile
import unittest

from huggingface_hub import HfFolder, delete_repo
from parameterized import parameterized
from requests.exceptions import HTTPError

from transformers import AutoConfig, GenerationConfig
from transformers.testing_utils import TOKEN, USER, is_staging_test






class   __UpperCAmelCase		(      unittest.TestCase      ):

				@parameterized.expand([(None,), ("foo.json",)] )
				def 						_a      ( self      ,					_lowerCamelCase ):
										lowerCamelCase__   =GenerationConfig(
										    do_sample=A_      ,					temperature=0.7      ,					length_penalty=1.0      ,					bad_words_ids=[[1, 2, 3], [4, 5]]      ,					)
										with tempfile.TemporaryDirectory() as tmp_dir:
																config.save_pretrained(A_      ,					config_name=A_ )
																lowerCamelCase__   =GenerationConfig.from_pretrained(A_      ,					config_name=A_ )

										# Checks parameters that were specified
										self.assertEqual(loaded_config.do_sample      ,					A_ )
										self.assertEqual(loaded_config.temperature      ,					0.7 )
										self.assertEqual(loaded_config.length_penalty      ,					1.0 )
										self.assertEqual(loaded_config.bad_words_ids      ,					[[1, 2, 3], [4, 5]] )

										# Checks parameters that were not specified (defaults)
										self.assertEqual(loaded_config.top_k      ,					50 )
										self.assertEqual(loaded_config.max_length      ,					20 )
										self.assertEqual(loaded_config.max_time      ,					A_ )

				def 						_a      ( self ):
										lowerCamelCase__   =AutoConfig.from_pretrained("gpt2" )
										lowerCamelCase__   =GenerationConfig.from_model_config(A_ )
										lowerCamelCase__   =GenerationConfig()

										# The generation config has loaded a few non-default parameters from the model config
										self.assertNotEqual(A_      ,					A_ )

										# One of those parameters is eos_token_id -- check if it matches
										self.assertNotEqual(generation_config_from_model.eos_token_id      ,					default_generation_config.eos_token_id )
										self.assertEqual(generation_config_from_model.eos_token_id      ,					model_config.eos_token_id )

				def 						_a      ( self ):
										lowerCamelCase__   =GenerationConfig()
										lowerCamelCase__   ={
										    "max_new_tokens": 1024,
										    "foo": "bar",
										}
										lowerCamelCase__   =copy.deepcopy(A_ )
										lowerCamelCase__   =generation_config.update(**A_ )

										# update_kwargs was not modified (no side effects)
										self.assertEqual(A_      ,					A_ )

										# update_kwargs was used to update the config on valid attributes
										self.assertEqual(generation_config.max_new_tokens      ,					1024 )

										# `.update()` returns a dictionary of unused kwargs
										self.assertEqual(A_      ,					{"foo": "bar"} )

				def 						_a      ( self ):
										lowerCamelCase__   =GenerationConfig()
										lowerCamelCase__   ="bar"

										with tempfile.TemporaryDirectory("test-generation-config" ) as tmp_dir:
																generation_config.save_pretrained(A_ )

																lowerCamelCase__   =GenerationConfig.from_pretrained(A_ )
										# update_kwargs was used to update the config on valid attributes
										self.assertEqual(new_config.foo      ,					"bar" )

										lowerCamelCase__   =GenerationConfig.from_model_config(A_ )
										assert not hasattr(A_      ,					"foo" )  # no new kwargs should be initialized if from config






				def 						_a      ( self ):
										lowerCamelCase__   =GenerationConfig()
										self.assertEqual(default_config.temperature      ,					1.0 )
										self.assertEqual(default_config.do_sample      ,					A_ )
										self.assertEqual(default_config.num_beams      ,					1 )

										lowerCamelCase__   =GenerationConfig(
										    do_sample=A_      ,					temperature=0.7      ,					length_penalty=1.0      ,					bad_words_ids=[[1, 2, 3], [4, 5]]      ,					)
										self.assertEqual(config.temperature      ,					0.7 )
										self.assertEqual(config.do_sample      ,					A_ )
										self.assertEqual(config.num_beams      ,					1 )

										with tempfile.TemporaryDirectory() as tmp_dir:
																config.save_pretrained(A_ )
																lowerCamelCase__   =GenerationConfig.from_pretrained(A_      ,					temperature=1.0 )

										self.assertEqual(loaded_config.temperature      ,					1.0 )
										self.assertEqual(loaded_config.do_sample      ,					A_ )
										self.assertEqual(loaded_config.num_beams      ,					1 )  # default value






@is_staging_test
class   __UpperCAmelCase		(      unittest.TestCase      ):

				@classmethod
				def 						_a      ( cls ):
										lowerCamelCase__   =TOKEN
										HfFolder.save_token(A_ )

				@classmethod
				def 						_a      ( cls ):




										try:
																delete_repo(token=cls._token      ,					repo_id="test-generation-config" )
										except HTTPError:
																pass

										try:
																delete_repo(token=cls._token      ,					repo_id="valid_org/test-generation-config-org" )
										except HTTPError:
																pass

				def 						_a      ( self ):
										lowerCamelCase__   =GenerationConfig(
										    do_sample=A_      ,					temperature=0.7      ,					length_penalty=1.0      ,					)
										config.push_to_hub("test-generation-config"      ,					use_auth_token=self._token )

										lowerCamelCase__   =GenerationConfig.from_pretrained(F'''{USER}/test-generation-config''' )
										for k, v in config.to_dict().items():
																if k != "transformers_version":
																						self.assertEqual(A_      ,					getattr(A_      ,					A_ ) )

        # Reset repo
										delete_repo(token=self._token      ,					repo_id="test-generation-config" )

										# Push to hub via save_pretrained
										with tempfile.TemporaryDirectory() as tmp_dir:
																config.save_pretrained(
																    A_      ,					repo_id="test-generation-config"      ,					push_to_hub=A_      ,					use_auth_token=self._token )

										lowerCamelCase__   =GenerationConfig.from_pretrained(F'''{USER}/test-generation-config''' )
										for k, v in config.to_dict().items():
																if k != "transformers_version":
																						self.assertEqual(A_      ,					getattr(A_      ,					A_ ) )






				def 						_a      ( self ):
										lowerCamelCase__   =GenerationConfig(
										    do_sample=A_      ,					temperature=0.7      ,					length_penalty=1.0      ,					)
										config.push_to_hub("valid_org/test-generation-config-org"      ,					use_auth_token=self._token )

										lowerCamelCase__   =GenerationConfig.from_pretrained("valid_org/test-generation-config-org" )
										for k, v in config.to_dict().items():
																if k != "transformers_version":
																						self.assertEqual(A_      ,					getattr(A_      ,					A_ ) )

        # Reset repo
										delete_repo(token=self._token      ,					repo_id="valid_org/test-generation-config-org" )

										# Push to hub via save_pretrained
										with tempfile.TemporaryDirectory() as tmp_dir:
																config.save_pretrained(
																    A_      ,					repo_id="valid_org/test-generation-config-org"      ,					push_to_hub=A_      ,					use_auth_token=self._token )

										lowerCamelCase__   =GenerationConfig.from_pretrained("valid_org/test-generation-config-org" )
										for k, v in config.to_dict().items():
																if k != "transformers_version":
																						self.assertEqual(A_      ,					getattr(A_      ,					A_ ) )






import string






def 		_A		(		_lowercase )					-> None:


     """simple docstring"""


     for key in range(len(string.ascii_uppercase ) ):
          __UpperCamelCase =			''
          for symbol in message:
               if symbol in string.ascii_uppercase:
                    __UpperCamelCase =			string.ascii_uppercase.find(_lowercase )
                    __UpperCamelCase =			num - key
                    if num < 0:
                         __UpperCamelCase =			num + len(string.ascii_uppercase )
                    __UpperCamelCase =			translated + string.ascii_uppercase[num]
               else:
                    __UpperCamelCase =			translated + symbol
          print(f'''Decryption using Key #{key}: {translated}''' )






def 		_A		(		)					-> None:


     """simple docstring"""


     __UpperCamelCase =			input('Encrypted message: ' )
     __UpperCamelCase =			message.upper()
     decrypt(_lowercase )


if __name__ == "__main__":
    import doctest

    doctest.testmod()
    main()


