






import importlib
import json
import os
import sys
import tempfile
import unittest
from pathlib import Path

import transformers
import transformers.models.auto
from transformers.models.auto.configuration_auto import CONFIG_MAPPING, AutoConfig
from transformers.models.bert.configuration_bert import BertConfig
from transformers.models.roberta.configuration_roberta import RobertaConfig
from transformers.testing_utils import DUMMY_UNKNOWN_IDENTIFIER, get_tests_dir


sys.path.append(str(Path(__file__).parent.parent.parent.parent / 'utils'))

from test_module.custom_configuration import CustomConfig  # noqa E402


a_		:						Optional[Any]             =    get_tests_dir('fixtures/dummy-config.json')

class 		_snake_case  (  unittest.TestCase					):






			def    SCREAMING_SNAKE_CASE__    (       self)      ->       str:
						SCREAMING_SNAKE_CASE						= 0






			def    SCREAMING_SNAKE_CASE__    (       self)      ->       Tuple:
						self.assertIsNotNone(transformers.models.auto.__spec__)
						self.assertIsNotNone(importlib.util.find_spec('transformers.models.auto'))






			def    SCREAMING_SNAKE_CASE__    (       self)      ->       Any:
						SCREAMING_SNAKE_CASE						= AutoConfig.from_pretrained('bert-base-uncased')
						self.assertIsInstance(a		,					a)






			def    SCREAMING_SNAKE_CASE__    (       self)      ->       Tuple:
						SCREAMING_SNAKE_CASE						= AutoConfig.from_pretrained(a)
						self.assertIsInstance(a		,					a)






			def    SCREAMING_SNAKE_CASE__    (       self)      ->       List[str]:
						SCREAMING_SNAKE_CASE						= AutoConfig.from_pretrained(a)
						self.assertIsInstance(a		,					a)






			def    SCREAMING_SNAKE_CASE__    (       self)      ->       int:
						SCREAMING_SNAKE_CASE						= AutoConfig.for_model('roberta')
						self.assertIsInstance(a		,					a)






			def    SCREAMING_SNAKE_CASE__    (       self)      ->       List[Any]:
						with tempfile.TemporaryDirectory() as tmp_dir:
									# This model name contains bert and roberta, but roberta ends up being picked.
									SCREAMING_SNAKE_CASE						= os.path.join(a		,					'fake-roberta')
									os.makedirs(a		,					exist_ok=a)
									with open(os.path.join(a		,					'config.json')		,					'w') as f:
												f.write(json.dumps({}))
									SCREAMING_SNAKE_CASE						= AutoConfig.from_pretrained(a)
									self.assertEqual(type(a)		,					a)






			def    SCREAMING_SNAKE_CASE__    (       self)      ->       str:
						try:
									AutoConfig.register('custom'		,					a)
									# Wrong model type will raise an error
									with self.assertRaises(a):
												AutoConfig.register('model'		,					a)
									# Trying to register something existing in the Transformers library will raise an error
									with self.assertRaises(a):
												AutoConfig.register('bert'		,					a)

									# Now that the config is registered, it can be used as any other config with the auto-API
									SCREAMING_SNAKE_CASE						= CustomConfig()
									with tempfile.TemporaryDirectory() as tmp_dir:
												config.save_pretrained(a)
												SCREAMING_SNAKE_CASE						= AutoConfig.from_pretrained(a)
												self.assertIsInstance(a		,					a)

						finally:
									if "custom" in CONFIG_MAPPING._extra_content:
												del CONFIG_MAPPING._extra_content["custom"]






			def    SCREAMING_SNAKE_CASE__    (       self)      ->       str:
						with self.assertRaisesRegex(
						    a		,					'bert-base is not a local folder and is not a valid model identifier'):
									SCREAMING_SNAKE_CASE						= AutoConfig.from_pretrained('bert-base')






			def    SCREAMING_SNAKE_CASE__    (       self)      ->       Optional[Any]:
						with self.assertRaisesRegex(
						    a		,					R'aaaaaa is not a valid git identifier \(branch name, tag name or commit id\)'):
									SCREAMING_SNAKE_CASE						= AutoConfig.from_pretrained(a		,					revision='aaaaaa')






			def    SCREAMING_SNAKE_CASE__    (       self)      ->       Optional[int]:
						with self.assertRaisesRegex(
						    a		,					'hf-internal-testing/no-config-test-repo does not appear to have a file named config.json.'		,					):
									SCREAMING_SNAKE_CASE						= AutoConfig.from_pretrained('hf-internal-testing/no-config-test-repo')






			def    SCREAMING_SNAKE_CASE__    (       self)      ->       Tuple:
						# If remote code is not set, we will time out when asking whether to load the model.
						with self.assertRaises(a):
									SCREAMING_SNAKE_CASE						= AutoConfig.from_pretrained('hf-internal-testing/test_dynamic_model')
						# If remote code is disabled, we can't load this config.
						with self.assertRaises(a):
									SCREAMING_SNAKE_CASE						= AutoConfig.from_pretrained('hf-internal-testing/test_dynamic_model'		,					trust_remote_code=a)

						SCREAMING_SNAKE_CASE						= AutoConfig.from_pretrained('hf-internal-testing/test_dynamic_model'		,					trust_remote_code=a)
						self.assertEqual(config.__class__.__name__		,					'NewModelConfig')

						# Test config can be reloaded.
						with tempfile.TemporaryDirectory() as tmp_dir:
									config.save_pretrained(a)
									SCREAMING_SNAKE_CASE						= AutoConfig.from_pretrained(a		,					trust_remote_code=a)
						self.assertEqual(reloaded_config.__class__.__name__		,					'NewModelConfig')







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

						class 		_snake_case  (  A__					):
									_lowercase		:    List[str]			     =							'''new-model'''

						try:
									AutoConfig.register('new-model'		,					a)
									# If remote code is not set, the default is to use local
									SCREAMING_SNAKE_CASE						= AutoConfig.from_pretrained('hf-internal-testing/test_dynamic_model')
									self.assertEqual(config.__class__.__name__		,					'NewModelConfigLocal')

									# If remote code is disabled, we load the local one.
									SCREAMING_SNAKE_CASE						= AutoConfig.from_pretrained('hf-internal-testing/test_dynamic_model'		,					trust_remote_code=a)
									self.assertEqual(config.__class__.__name__		,					'NewModelConfigLocal')

									# If remote is enabled, we load from the Hub
									SCREAMING_SNAKE_CASE						= AutoConfig.from_pretrained('hf-internal-testing/test_dynamic_model'		,					trust_remote_code=a)
									self.assertEqual(config.__class__.__name__		,					'NewModelConfig')

						finally:
									if "new-model" in CONFIG_MAPPING._extra_content:
												del CONFIG_MAPPING._extra_content["new-model"]












import os

# Precomputes a list of the 100 first triangular numbers
a_		:						str             =    [int(0.5 * n * (n + 1)) for n in range(1, 1_01)]






def 				lowerCamelCase__				():
			SCREAMING_SNAKE_CASE						= os.path.dirname(os.path.realpath(_UpperCAmelCase))
			SCREAMING_SNAKE_CASE						= os.path.join(_UpperCAmelCase							,       'words.txt')

			SCREAMING_SNAKE_CASE						= ''
			with open(_UpperCAmelCase) as f:
						SCREAMING_SNAKE_CASE						= f.readline()

			SCREAMING_SNAKE_CASE						= [word.strip('"') for word in words.strip('\r\n').split(',')]
			SCREAMING_SNAKE_CASE						= [
			    word
			    for word in [sum(ord(_UpperCAmelCase) - 64 for x in word) for word in words]
			    if word in TRIANGULAR_NUMBERS
			]
			return len(_UpperCAmelCase)


if __name__ == "__main__":
				print(solution())




