





UpperCAmelCase_      							=     [
    (1000, """M"""),
    (900, """CM"""),
    (500, """D"""),
    (400, """CD"""),
    (100, """C"""),
    (90, """XC"""),
    (50, """L"""),
    (40, """XL"""),
    (10, """X"""),
    (9, """IX"""),
    (5, """V"""),
    (4, """IV"""),
    (1, """I"""),
]





def 						lowerCamelCase__     (     UpperCamelCase__			:       str						)			-> int:



					'''simple docstring'''




					_snake_case									=				{'I': 1, 'V': 5, 'X': 10, 'L': 50, 'C': 100, 'D': 500, 'M': 1_000}
					_snake_case									=				0
					_snake_case									=				0
					while place < len(UpperCamelCase__						):
										if (place + 1 < len(UpperCamelCase__						)) and (vals[roman[place]] < vals[roman[place + 1]]):
															total += vals[roman[place + 1]] - vals[roman[place]]
															place += 2
										else:
															total += vals[roman[place]]
															place += 1
					return total





def 						lowerCamelCase__     (     UpperCamelCase__			:       int						)			-> str:



					'''simple docstring'''




					_snake_case									=				[]
					for arabic, roman in ROMAN:
										((_snake_case)							,     (_snake_case))									=				divmod(UpperCamelCase__       ,    UpperCamelCase__						)
										result.append(roman * factor						)
										if number == 0:
															break
					return "".join(UpperCamelCase__						)


if __name__ == "__main__":
					import doctest

					doctest.testmod()










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 	lowerCAmelCase			(		self				,						lowerCAmelCase_  )		->							str:
										_snake_case									=				GenerationConfig(
										    do_sample=lowerCAmelCase_				,						temperature=0.7				,						length_penalty=1.0				,						bad_words_ids=[[1, 2, 3], [4, 5]]				,						)
										with tempfile.TemporaryDirectory() as tmp_dir:
															config.save_pretrained(lowerCAmelCase_				,						config_name=lowerCAmelCase_  )
															_snake_case									=				GenerationConfig.from_pretrained(lowerCAmelCase_				,						config_name=lowerCAmelCase_  )

										# Checks parameters that were specified
										self.assertEqual(loaded_config.do_sample				,						lowerCAmelCase_  )
										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				,						lowerCAmelCase_  )




					def 	lowerCAmelCase			(		self  )		->							Optional[int]:
										_snake_case									=				AutoConfig.from_pretrained('gpt2'  )
										_snake_case									=				GenerationConfig.from_model_config(lowerCAmelCase_  )
										_snake_case									=				GenerationConfig()

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

										# 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 	lowerCAmelCase			(		self  )		->							Tuple:
										_snake_case									=				GenerationConfig()
										_snake_case									=				{
										    'max_new_tokens': 1024,
										    'foo': 'bar',
										}
										_snake_case									=				copy.deepcopy(lowerCAmelCase_  )
										_snake_case									=				generation_config.update(**lowerCAmelCase_  )

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

										# 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(lowerCAmelCase_				,						{'foo': 'bar'}  )




					def 	lowerCAmelCase			(		self  )		->							Optional[int]:
										_snake_case									=				GenerationConfig()
										_snake_case									=				'bar'

										with tempfile.TemporaryDirectory('test-generation-config'  ) as tmp_dir:
															generation_config.save_pretrained(lowerCAmelCase_  )

															_snake_case									=				GenerationConfig.from_pretrained(lowerCAmelCase_  )
										# update_kwargs was used to update the config on valid attributes
										self.assertEqual(new_config.foo				,						'bar'  )

										_snake_case									=				GenerationConfig.from_model_config(lowerCAmelCase_  )
										assert not hasattr(lowerCAmelCase_				,						'foo'  )  # no new kwargs should be initialized if from config






					def 	lowerCAmelCase			(		self  )		->							List[Any]:
										_snake_case									=				GenerationConfig()
										self.assertEqual(default_config.temperature				,						1.0  )
										self.assertEqual(default_config.do_sample				,						lowerCAmelCase_  )
										self.assertEqual(default_config.num_beams				,						1  )

										_snake_case									=				GenerationConfig(
										    do_sample=lowerCAmelCase_				,						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				,						lowerCAmelCase_  )
										self.assertEqual(config.num_beams				,						1  )

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

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





@is_staging_test
class 			UpperCamelCase_		(  unittest.TestCase					):




					@classmethod
					def 	lowerCAmelCase			(		cls  )		->							List[str]:
										_snake_case									=				TOKEN
										HfFolder.save_token(lowerCAmelCase_  )




					@classmethod
					def 	lowerCAmelCase			(		cls  )		->							Union[str, Any]:
										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 	lowerCAmelCase			(		self  )		->							int:
										_snake_case									=				GenerationConfig(
										    do_sample=lowerCAmelCase_				,						temperature=0.7				,						length_penalty=1.0				,						)
										config.push_to_hub('test-generation-config'				,						use_auth_token=self._token  )

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

        # 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(
															    lowerCAmelCase_				,						repo_id='test-generation-config'				,						push_to_hub=lowerCAmelCase_				,						use_auth_token=self._token  )

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






					def 	lowerCAmelCase			(		self  )		->							List[str]:
										_snake_case									=				GenerationConfig(
										    do_sample=lowerCAmelCase_				,						temperature=0.7				,						length_penalty=1.0				,						)
										config.push_to_hub('valid_org/test-generation-config-org'				,						use_auth_token=self._token  )

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

        # 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(
															    lowerCAmelCase_				,						repo_id='valid_org/test-generation-config-org'				,						push_to_hub=lowerCAmelCase_				,						use_auth_token=self._token  )

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



