




"""simple docstring"""

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


a							      =     logging.get_logger(__name__)






def 		_snake_case	(   _snake_case				:   List[str]							,    _snake_case				:   Any				)       ->   Dict:






      '''simple docstring'''


      _A     =  set()
      _A     =  []

      def parse_line(_snake_case				:   Optional[Any]				):
            for line in fp:
                  if isinstance(_snake_case							,    _snake_case				):
                        _A     =  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(_snake_case				) > 0:
                              _A     =  '\n'.join(_snake_case				)
                              # Only keep the warnings specified in `targets`
                              if any(F''': {x}: ''' in warning for x in targets				):
                                    selected_warnings.add(_snake_case				)
                              buffer.clear()
                        continue
                  else:
                        _A     =  line.strip()
                        buffer.append(_snake_case				)

      if from_gh:
            for filename in os.listdir(_snake_case				):
                  _A     =  os.path.join(_snake_case							,    _snake_case				)
                  if not os.path.isdir(_snake_case				):
                        # read the file
                        if filename != "warnings.txt":
                              continue
                        with open(_snake_case				) as fp:
                              parse_line(_snake_case				)
      else:
            try:
                  with zipfile.ZipFile(_snake_case				) as z:
                        for filename in z.namelist():
                              if not os.path.isdir(_snake_case				):
                                    # read the file
                                    if filename != "warnings.txt":
                                          continue
                                    with z.open(_snake_case				) as fp:
                                          parse_line(_snake_case				)
            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 		_snake_case	(   _snake_case				:   Union[str, Any]							,    _snake_case				:   List[str]				)       ->   Dict:






      '''simple docstring'''


      _A     =  set()

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

      return selected_warnings


if __name__ == "__main__":






       def 		_snake_case	(   _snake_case				:   int				)       ->   Dict:






             '''simple docstring'''


             return values.split(','				)

       a							      =     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.''',
       )

       a							      =     parser.parse_args()

       a							      =     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
              a							      =     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('''=''' * 80)
                     download_artifact(name, url, args.output_dir, args.token)
                     # Be gentle to GitHub
                     time.sleep(1)

    # extract warnings from artifacts
       a							      =     extract_warnings(args.output_dir, args.targets)
       a							      =     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)







"""simple docstring"""

import math






def 		_snake_case	(   _snake_case				:   float							,    _snake_case				:   float				)       ->   float:






      '''simple docstring'''


      if (
          not isinstance(_snake_case							,    (int, float)				)
          or power_factor < -1
          or power_factor > 1
      ):
            raise ValueError('power_factor must be a valid float value between -1 and 1.'				)
      return apparent_power * power_factor






def 		_snake_case	(   _snake_case				:   float							,    _snake_case				:   float				)       ->   float:






      '''simple docstring'''


      if (
          not isinstance(_snake_case							,    (int, float)				)
          or power_factor < -1
          or power_factor > 1
      ):
            raise ValueError('power_factor must be a valid float value between -1 and 1.'				)
      return apparent_power * math.sqrt(1 - power_factor**2				)


if __name__ == "__main__":
       import doctest

       doctest.testmod()

