





import importlib
import inspect
import os
import re


# All paths are set with the intent you should run this script from the root of the repo with the command
# python utils/check_config_docstrings.py
_lowerCamelCase :    Union[str, Any]  							= '''src/transformers'''


# This is to make sure the transformers module imported is the one in the repo.
_lowerCamelCase :    Optional[Any]  							= importlib.util.spec_from_file_location(
    '''transformers''',
    os.path.join(PATH_TO_TRANSFORMERS, '''__init__.py'''),
    submodule_search_locations=[PATH_TO_TRANSFORMERS],
)
_lowerCamelCase :    List[Any]  							= spec.loader.load_module()

_lowerCamelCase :    Optional[Any]  							= transformers.models.auto.configuration_auto.CONFIG_MAPPING

# Regex pattern used to find the checkpoint mentioned in the docstring of `config_class`.
# For example, `[bert-base-uncased](https://huggingface.co/bert-base-uncased)`
_lowerCamelCase :    Any  							= re.compile('''\[(.+?)\]\((https://huggingface\.co/.+?)\)''')


_lowerCamelCase :    Optional[int]  							= {
    '''CLIPConfigMixin''',
    '''DecisionTransformerConfigMixin''',
    '''EncoderDecoderConfigMixin''',
    '''RagConfigMixin''',
    '''SpeechEncoderDecoderConfigMixin''',
    '''VisionEncoderDecoderConfigMixin''',
    '''VisionTextDualEncoderConfigMixin''',
}




def _a (  )	->    Optional[int]:

							'''simple docstring'''






							SCREAMING_SNAKE_CASE__       :      str     =						[]

							for config_class in list(CONFIG_MAPPING.values()       ):
														SCREAMING_SNAKE_CASE__       :      Any     =						False

														# source code of `config_class`
														SCREAMING_SNAKE_CASE__       :      int     =						inspect.getsource(SCREAMING_SNAKE_CASE__       )
														SCREAMING_SNAKE_CASE__       :      Optional[int]     =						_re_checkpoint.findall(SCREAMING_SNAKE_CASE__       )

														for checkpoint in checkpoints:
																					# Each `checkpoint` is a tuple of a checkpoint name and a checkpoint link.
																					# For example, `('bert-base-uncased', 'https://huggingface.co/bert-base-uncased')`
																					SCREAMING_SNAKE_CASE__   ,SCREAMING_SNAKE_CASE__       :      List[str]     =						checkpoint

																					# verify the checkpoint name corresponds to the checkpoint link
																					SCREAMING_SNAKE_CASE__       :      Optional[Any]     =						f'''https://huggingface.co/{ckpt_name}'''
																					if ckpt_link == ckpt_link_from_name:
																												SCREAMING_SNAKE_CASE__       :      List[Any]     =						True
																												break

														SCREAMING_SNAKE_CASE__       :      List[Any]     =						config_class.__name__
														if not checkpoint_found and name not in CONFIG_CLASSES_TO_IGNORE_FOR_DOCSTRING_CHECKPOINT_CHECK:
																					configs_without_checkpoint.append(SCREAMING_SNAKE_CASE__       )

							if len(SCREAMING_SNAKE_CASE__       ) > 0:
														SCREAMING_SNAKE_CASE__       :      str     =						"\n".join(sorted(SCREAMING_SNAKE_CASE__       )       )
														raise ValueError(f'''The following configurations don\'t contain any valid checkpoint:\n{message}'''       )


if __name__ == "__main__":
		check_config_docstrings_have_checkpoints()













import webbrowser
from sys import argv
from urllib.parse import parse_qs, quote

import requests
from bsa import BeautifulSoup
from fake_useragent import UserAgent

if __name__ == "__main__":
		_lowerCamelCase :    Union[str, Any]  							= '''%20'''.join(argv[1:]) if len(argv) > 1 else quote(str(input('''Search: ''')))

		print('''Googling.....''')

		_lowerCamelCase :    Any  							= f"https://www.google.com/search?q={query}&num=100"

		_lowerCamelCase :    Optional[Any]  							= requests.get(
		    url,
		    headers={'''User-Agent''': str(UserAgent().random)},
		)

		try:
				_lowerCamelCase :    Union[str, Any]  							= (
				    BeautifulSoup(res.text, '''html.parser''')
				    .find('''div''', attrs={'''class''': '''yuRUbf'''})
				    .find('''a''')
				    .get('''href''')
				)

		except AttributeError:
				_lowerCamelCase :    Optional[Any]  							= parse_qs(
				    BeautifulSoup(res.text, '''html.parser''')
				    .find('''div''', attrs={'''class''': '''kCrYT'''})
				    .find('''a''')
				    .get('''href''')
				)['''url'''][0]

		webbrowser.open(link)






