"""simple docstring"""






import argparse
import math
import traceback

import dateutil.parser as date_parser
import requests


def     UpperCAmelCase__ (       lowerCAmelCase__  :Any	)				->					Any:
      '''simple docstring'''


      lowercase														=			{}

      lowercase														=			job["""started_at"""]
      lowercase														=			job["""completed_at"""]

      lowercase														=			date_parser.parse(lowerCAmelCase__	)
      lowercase														=			date_parser.parse(lowerCAmelCase__	)

      lowercase														=			round((end_datetime - start_datetime).total_seconds() / 60.0	)

      lowercase														=			start
      lowercase														=			end
      lowercase														=			duration_in_min

      return job_info


def     UpperCAmelCase__ (       lowerCAmelCase__  :int      ,	lowerCAmelCase__  :List[Any]=None	)				->					int:
      '''simple docstring'''


      lowercase														=			None
      if token is not None:
            lowercase														=			{"""Accept""": """application/vnd.github+json""", """Authorization""": f'Bearer {token}'}

      lowercase														=			f'https://api.github.com/repos/huggingface/transformers/actions/runs/{workflow_run_id}/jobs?per_page=100'
      lowercase														=			requests.get(lowerCAmelCase__      ,	headers=lowerCAmelCase__	).json()
      lowercase														=			{}

      try:
            job_time.update({job["""name"""]: extract_time_from_single_job(lowerCAmelCase__	) for job in result["""jobs"""]}	)
            lowercase														=			math.ceil((result["""total_count"""] - 1_0_0) / 1_0_0	)

            for i in range(lowerCAmelCase__	):
                  lowercase														=			requests.get(url + f'&page={i + 2}'      ,	headers=lowerCAmelCase__	).json()
                  job_time.update({job["""name"""]: extract_time_from_single_job(lowerCAmelCase__	) for job in result["""jobs"""]}	)

            return job_time
      except Exception:
            print(f'Unknown error, could not fetch links:\n{traceback.format_exc()}'	)

      return {}


if __name__ == "__main__":
       __lowerCAmelCase					: List[str]        =argparse.ArgumentParser()
       # Required parameters
       parser.add_argument("""--workflow_run_id""", type=str, required=True, help="""A GitHub Actions workflow run id.""")
       __lowerCAmelCase					: Dict        =parser.parse_args()

       __lowerCAmelCase					: Optional[int]        =get_job_time(args.workflow_run_id)
       __lowerCAmelCase					: List[str]        =dict(sorted(job_time.items(), key=lambda item: item[1]["duration"], reverse=True))

       for k, v in job_time.items():
              print(F"""{k}: {v['duration']}""")







"""simple docstring"""






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


__lowerCAmelCase					: Any        =logging.get_logger(__name__)

__lowerCAmelCase					: Union[str, Any]        ={
    """facebook/timesformer""": """https://huggingface.co/facebook/timesformer/resolve/main/config.json""",
}





class 				_A		( lowerCAmelCase			):
      snake_case__    :     Optional[Any]													=			'timesformer'

      def __init__(		self	, __lowerCAmelCase=224	, __lowerCAmelCase=16	, __lowerCAmelCase=3	, __lowerCAmelCase=8	, __lowerCAmelCase=768	, __lowerCAmelCase=12	, __lowerCAmelCase=12	, __lowerCAmelCase=3072	, __lowerCAmelCase="gelu"	, __lowerCAmelCase=0.0	, __lowerCAmelCase=0.0	, __lowerCAmelCase=0.0_2	, __lowerCAmelCase=1E-6	, __lowerCAmelCase=True	, __lowerCAmelCase="divided_space_time"	, __lowerCAmelCase=0	, **__lowerCAmelCase	, ):







            """simple docstring"""



            super().__init__(**__lowerCAmelCase		)

            lowercase														=			image_size
            lowercase														=			patch_size
            lowercase														=			num_channels
            lowercase														=			num_frames

            lowercase														=			hidden_size
            lowercase														=			num_hidden_layers
            lowercase														=			num_attention_heads
            lowercase														=			intermediate_size
            lowercase														=			hidden_act
            lowercase														=			hidden_dropout_prob
            lowercase														=			attention_probs_dropout_prob
            lowercase														=			initializer_range
            lowercase														=			layer_norm_eps
            lowercase														=			qkv_bias

            lowercase														=			attention_type
            lowercase														=			drop_path_rate



