





from datetime import datetime as dt
import os

from github import Github


__lowerCAmelCase :Union[str, Any]     =    [
    'good first issue',
    'good second issue',
    'good difficult issue',
    'feature request',
    'new model',
    'wip',
]







def    A				(							):
					_snake_case       :					List[Any]				       =   Github(os.environ["GITHUB_TOKEN"]				)
					_snake_case       :					str				       =   g.get_repo("huggingface/transformers"				)
					_snake_case       :					Optional[Any]				       =   repo.get_issues(state="open"				)

					for issue in open_issues:
										_snake_case       :					Optional[Any]				       =   sorted([comment for comment in issue.get_comments()]  ,  key=lambda UpperCAmelCase				: i.created_at  ,  reverse=UpperCAmelCase				)
										_snake_case       :					Optional[Any]				       =   comments[0] if len(UpperCAmelCase				) > 0 else None
										if (
										    last_comment is not None
										    and last_comment.user.login == "github-actions[bot]"
										    and (dt.utcnow() - issue.updated_at).days > 7
										    and (dt.utcnow() - issue.created_at).days >= 30
										    and not any(label.name.lower() in LABELS_TO_EXEMPT for label in issue.get_labels()				)
										):
															# print(f"Would close issue {issue.number} since it has been 7 days of inactivity since bot mention.")
															issue.edit(state="closed"				)
										elif (
										    (dt.utcnow() - issue.updated_at).days > 23
										    and (dt.utcnow() - issue.created_at).days >= 30
										    and not any(label.name.lower() in LABELS_TO_EXEMPT for label in issue.get_labels()				)
										):
															# print(f"Would add stale comment to {issue.number}")
															issue.create_comment(
															    "This issue has been automatically marked as stale because it has not had "
															    "recent activity. If you think this still needs to be addressed "
															    "please comment on this thread.\n\nPlease note that issues that do not follow the "
															    "[contributing guidelines](https://github.com/huggingface/transformers/blob/main/CONTRIBUTING.md) "
															    "are likely to be ignored."				)


if __name__ == "__main__":
							main()






from ...configuration_utils import PretrainedConfig
from ...utils import logging


__lowerCAmelCase :Tuple     =    logging.get_logger(__name__)

__lowerCAmelCase :int     =    {
    'facebook/timesformer': 'https://huggingface.co/facebook/timesformer/resolve/main/config.json',
}






class        _a(    __A    ):
		lowerCamelCase__     :Optional[Any]   				=		'timesformer'







		def __init__(    self ,						__snake_case=2_2_4 ,						__snake_case=1_6 ,						__snake_case=3 ,						__snake_case=8 ,						__snake_case=7_6_8 ,						__snake_case=1_2 ,						__snake_case=1_2 ,						__snake_case=3_0_7_2 ,						__snake_case="gelu" ,						__snake_case=0.0 ,						__snake_case=0.0 ,						__snake_case=0.02 ,						__snake_case=1E-6 ,						__snake_case=True ,						__snake_case="divided_space_time" ,						__snake_case=0 ,						**__snake_case ,						)      ->      str:


							'''simple docstring'''

							super().__init__(**__snake_case				)

							_snake_case       :					Optional[Any]				       =   image_size
							_snake_case       :					Optional[int]				       =   patch_size
							_snake_case       :					str				       =   num_channels
							_snake_case       :					Tuple				       =   num_frames

							_snake_case       :					Union[str, Any]				       =   hidden_size
							_snake_case       :					Optional[int]				       =   num_hidden_layers
							_snake_case       :					List[Any]				       =   num_attention_heads
							_snake_case       :					Optional[int]				       =   intermediate_size
							_snake_case       :					List[str]				       =   hidden_act
							_snake_case       :					Optional[int]				       =   hidden_dropout_prob
							_snake_case       :					Optional[Any]				       =   attention_probs_dropout_prob
							_snake_case       :					Dict				       =   initializer_range
							_snake_case       :					Optional[int]				       =   layer_norm_eps
							_snake_case       :					str				       =   qkv_bias

							_snake_case       :					List[str]				       =   attention_type
							_snake_case       :					Optional[int]				       =   drop_path_rate