
import argparse
import json
import os
import time
import zipfile

from get_ci_error_statistics import download_artifact, get_artifacts_links

from transformers import logging


__lowerCAmelCase					   =       logging.get_logger(__name__)


def    a      ( a		,						a	)     ->Tuple:




			'''simple docstring'''


			SCREAMING_SNAKE_CASE     						= set()
			SCREAMING_SNAKE_CASE     						= []

			def parse_line(a	):
						for line in fp:
									if isinstance(a		,						a	):
												SCREAMING_SNAKE_CASE     						= line.decode('''UTF-8'''	)
									if "warnings summary (final)" in line:
												continue
									# This means we are outside the body of a warning
									elif not line.startswith(''' '''	):
												# process a single warning and move it to `selected_warnings`.
												if len(a	) > 0:
															SCREAMING_SNAKE_CASE     						= '''\n'''.join(a	)
															# Only keep the warnings specified in `targets`
															if any(F""": {x}: """ in warning for x in targets	):
																		selected_warnings.add(a	)
															buffer.clear()
												continue
									else:
												SCREAMING_SNAKE_CASE     						= line.strip()
												buffer.append(a	)

			if from_gh:
						for filename in os.listdir(a	):
									SCREAMING_SNAKE_CASE     						= os.path.join(a		,						a	)
									if not os.path.isdir(a	):
												# read the file
												if filename != "warnings.txt":
															continue
												with open(a	) as fp:
															parse_line(a	)
			else:
						try:
									with zipfile.ZipFile(a	) as z:
												for filename in z.namelist():
															if not os.path.isdir(a	):
																		# read the file
																		if filename != "warnings.txt":
																					continue
																		with z.open(a	) as fp:
																					parse_line(a	)
						except Exception:
									logger.warning(
									    F"""{artifact_path} is either an invalid zip file or something else wrong. This file is skipped."""	)

			return selected_warnings


def    a      ( a		,						a	)     ->Tuple:




			'''simple docstring'''


			SCREAMING_SNAKE_CASE     						= set()

			SCREAMING_SNAKE_CASE     						= [os.path.join(a		,						a	) for p in os.listdir(a	) if (p.endswith('''.zip'''	) or from_gh)]
			for p in paths:
						selected_warnings.update(extract_warnings_from_single_artifact(a		,						a	)	)

			return selected_warnings


if __name__ == "__main__":


							def    a      ( a	)     ->str:




										'''simple docstring'''


										return values.split(''','''	)

							__lowerCAmelCase					   =       argparse.ArgumentParser()
							# Required parameters
							parser.add_argument('--workflow_run_id', type=str, required=True, help='A GitHub Actions workflow run id.')
							parser.add_argument(
							    '--output_dir',
							    type=str,
							    required=True,
							    help='Where to store the downloaded artifacts and other result files.',
							)
							parser.add_argument('--token', default=None, type=str, help='A token that has actions:read permission.')
							# optional parameters
							parser.add_argument(
							    '--targets',
							    default='DeprecationWarning,UserWarning,FutureWarning',
							    type=list_str,
							    help='Comma-separated list of target warning(s) which we want to extract.',
							)
							parser.add_argument(
							    '--from_gh',
							    action='store_true',
							    help='If running from a GitHub action workflow and collecting warnings from its artifacts.',
							)

							__lowerCAmelCase					   =       parser.parse_args()

							__lowerCAmelCase					   =       args.from_gh
							if from_gh:
														# The artifacts have to be downloaded using `actions/download-artifact@v3`
														pass
							else:
														os.makedirs(args.output_dir, exist_ok=True)

														# get download links
														__lowerCAmelCase					   =       get_artifacts_links(args.workflow_run_id, token=args.token)
														with open(os.path.join(args.output_dir, 'artifacts.json'), 'w', encoding='UTF-8') as fp:
																					json.dump(artifacts, fp, ensure_ascii=False, indent=4)

														# download artifacts
														for idx, (name, url) in enumerate(artifacts.items()):
																					print(name)
																					print(url)
																					print('=' * 8_0)
																					download_artifact(name, url, args.output_dir, args.token)
																					# Be gentle to GitHub
																					time.sleep(1)

    # extract warnings from artifacts
							__lowerCAmelCase					   =       extract_warnings(args.output_dir, args.targets)
							__lowerCAmelCase					   =       sorted(selected_warnings)
							with open(os.path.join(args.output_dir, 'selected_warnings.json'), 'w', encoding='UTF-8') as fp:
														json.dump(selected_warnings, fp, ensure_ascii=False, indent=4)

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


__lowerCAmelCase					   =       logging.get_logger(__name__)

__lowerCAmelCase					   =       {
    'microsoft/biogpt': 'https://huggingface.co/microsoft/biogpt/resolve/main/config.json',
    # See all BioGPT models at https://huggingface.co/models?filter=biogpt
}





class     lowerCamelCase      (       __lowerCamelCase					):
	UpperCamelCase_  :					Union[str, Any]    		=	'biogpt'







	def __init__(     self      :Tuple   ,     lowercase      :Union[str, Any]=4_2_3_8_4   ,     lowercase      :str=1_0_2_4   ,     lowercase      :Any=2_4   ,     lowercase      :List[str]=1_6   ,     lowercase      :List[str]=4_0_9_6   ,     lowercase      :int="gelu"   ,     lowercase      :List[Any]=0.1   ,     lowercase      :int=0.1   ,     lowercase      :int=1_0_2_4   ,     lowercase      :Optional[Any]=0.02   ,     lowercase      :Union[str, Any]=1e-12   ,     lowercase      :Tuple=True   ,     lowercase      :int=True   ,     lowercase      :Optional[int]=0.0   ,     lowercase      :Any=0.0   ,     lowercase      :str=1   ,     lowercase      :Any=0   ,     lowercase      :int=2   ,     **lowercase      :Tuple   ,     )		->      Optional[int]:







				"""simple docstring"""






				SCREAMING_SNAKE_CASE     						= vocab_size
				SCREAMING_SNAKE_CASE     						= max_position_embeddings
				SCREAMING_SNAKE_CASE     						= hidden_size
				SCREAMING_SNAKE_CASE     						= num_hidden_layers
				SCREAMING_SNAKE_CASE     						= num_attention_heads
				SCREAMING_SNAKE_CASE     						= intermediate_size
				SCREAMING_SNAKE_CASE     						= hidden_act
				SCREAMING_SNAKE_CASE     						= hidden_dropout_prob
				SCREAMING_SNAKE_CASE     						= attention_probs_dropout_prob
				SCREAMING_SNAKE_CASE     						= initializer_range
				SCREAMING_SNAKE_CASE     						= layer_norm_eps
				SCREAMING_SNAKE_CASE     						= scale_embedding
				SCREAMING_SNAKE_CASE     						= use_cache
				SCREAMING_SNAKE_CASE     						= layerdrop
				SCREAMING_SNAKE_CASE     						= activation_dropout
				super().__init__(pad_token_id=lowercase   ,     bos_token_id=lowercase   ,     eos_token_id=lowercase   ,     **lowercase			)