





'''simple docstring'''




import argparse
import json
import math
import os
import time
import traceback
import zipfile
from collections import Counter

import requests






def        _lowerCAmelCase			(  __snake_case  : Optional[Any] ,							__snake_case  : List[str]=None			)     ->     int:
     __A						: str      =       None
     if token is not None:
          __A						: Any      =       {'Accept': 'application/vnd.github+json', 'Authorization': f'Bearer {token}'}

     __A						: Optional[int]      =       f'https://api.github.com/repos/huggingface/transformers/actions/runs/{workflow_run_id}/jobs?per_page=100'
     __A						: Tuple      =       requests.get(__snake_case ,							headers=__snake_case			).json()
     __A						: List[str]      =       {}

     try:
          job_links.update({job['name']: job['html_url'] for job in result['jobs']}			)
          __A						: Tuple      =       math.ceil((result['total_count'] - 1_00) / 1_00			)

          for i in range(__snake_case			):
               __A						: Optional[Any]      =       requests.get(url + f'&page={i + 2}' ,							headers=__snake_case			).json()
               job_links.update({job['name']: job['html_url'] for job in result['jobs']}			)

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

     return {}






def        _lowerCAmelCase			(  __snake_case  : int ,							__snake_case  : str=None			)     ->     Any:
     __A						: Tuple      =       None
     if token is not None:
          __A						: List[str]      =       {'Accept': 'application/vnd.github+json', 'Authorization': f'Bearer {token}'}

     __A						: List[Any]      =       f'https://api.github.com/repos/huggingface/transformers/actions/runs/{worflow_run_id}/artifacts?per_page=100'
     __A						: Dict      =       requests.get(__snake_case ,							headers=__snake_case			).json()
     __A						: Union[str, Any]      =       {}

     try:
          artifacts.update({artifact['name']: artifact['archive_download_url'] for artifact in result['artifacts']}			)
          __A						: Optional[Any]      =       math.ceil((result['total_count'] - 1_00) / 1_00			)

          for i in range(__snake_case			):
               __A						: int      =       requests.get(url + f'&page={i + 2}' ,							headers=__snake_case			).json()
               artifacts.update({artifact['name']: artifact['archive_download_url'] for artifact in result['artifacts']}			)

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

     return {}






def        _lowerCAmelCase			(  __snake_case  : List[Any] ,							__snake_case  : int ,							__snake_case  : Any ,							__snake_case  : str			)     ->     Any:
     __A						: List[Any]      =       None
     if token is not None:
          __A						: int      =       {'Accept': 'application/vnd.github+json', 'Authorization': f'Bearer {token}'}

     __A						: Optional[int]      =       requests.get(__snake_case ,							headers=__snake_case ,							allow_redirects=__snake_case			)
     __A						: Optional[int]      =       result.headers['Location']
     __A						: Optional[Any]      =       requests.get(__snake_case ,							allow_redirects=__snake_case			)
     __A						: Dict      =       os.path.join(__snake_case ,							f'{artifact_name}.zip'			)
     with open(__snake_case ,							'wb'			) as fp:
          fp.write(response.content			)






def        _lowerCAmelCase			(  __snake_case  : List[str] ,							__snake_case  : Optional[int]=None			)     ->     str:
     __A						: List[str]      =       []
     __A						: Union[str, Any]      =       []
     __A						: Dict      =       None

     with zipfile.ZipFile(__snake_case			) as z:
          for filename in z.namelist():
               if not os.path.isdir(__snake_case			):
                    # read the file
                    if filename in ["failures_line.txt", "summary_short.txt", "job_name.txt"]:
                         with z.open(__snake_case			) as f:
                              for line in f:
                                   __A						: int      =       line.decode('UTF-8'			).strip()
                                   if filename == "failures_line.txt":
                                        try:
                                             # `error_line` is the place where `error` occurs
                                             __A						: Dict      =       line[: line.index(': '			)]
                                             __A						: List[str]      =       line[line.index(': '			) + len(': '			) :]
                                             errors.append([error_line, error]			)
                                        except Exception:
                                             # skip un-related lines
                                             pass
                                   elif filename == "summary_short.txt" and line.startswith('FAILED '			):
                                        # `test` is the test method that failed
                                        __A						: List[str]      =       line[len('FAILED '			) :]
                                        failed_tests.append(__snake_case			)
                                   elif filename == "job_name.txt":
                                        __A						: str      =       line

     if len(__snake_case			) != len(__snake_case			):
          raise ValueError(
              f'`errors` and `failed_tests` should have the same number of elements. Got {len(__snake_case			)} for `errors` '
              f'and {len(__snake_case			)} for `failed_tests` instead. The test reports in {artifact_zip_path} have some'
              ' problem.'			)

     __A						: Optional[Any]      =       None
     if job_name and job_links:
          __A						: Tuple      =       job_links.get(__snake_case ,							__snake_case			)

     # A list with elements of the form (line of error, error, failed test)
     __A						: Union[str, Any]      =       [x + [y] + [job_link] for x, y in zip(__snake_case ,							__snake_case			)]

     return result






def        _lowerCAmelCase			(  __snake_case  : int ,							__snake_case  : Union[str, Any]=None			)     ->     Optional[int]:
     __A						: Any      =       []

     __A						: Union[str, Any]      =       [os.path.join(__snake_case ,							__snake_case			) for p in os.listdir(__snake_case			) if p.endswith('.zip'			)]
     for p in paths:
          errors.extend(get_errors_from_single_artifact(__snake_case ,							job_links=__snake_case			)			)

     return errors






def        _lowerCAmelCase			(  __snake_case  : Dict ,							__snake_case  : Tuple=None			)     ->     Optional[Any]:
     __A						: Union[str, Any]      =       Counter()
     counter.update([x[1] for x in logs]			)
     __A						: Any      =       counter.most_common()
     __A						: Dict      =       {}
     for error, count in counts:
          if error_filter is None or error not in error_filter:
               __A						: Optional[Any]      =       {'count': count, 'failed_tests': [(x[2], x[0]) for x in logs if x[1] == error]}

     __A						: Tuple      =       dict(sorted(r.items() ,							key=lambda __snake_case			: item[1]["count"] ,							reverse=__snake_case			)			)
     return r






def        _lowerCAmelCase			(  __snake_case  : Optional[Any]			)     ->     Tuple:
     __A						: Any      =       test.split('::'			)[0]
     if test.startswith('tests/models/'			):
          __A						: Dict      =       test.split('/'			)[2]
     else:
          __A						: Optional[Any]      =       None

     return test






def        _lowerCAmelCase			(  __snake_case  : Optional[Any] ,							__snake_case  : str=None			)     ->     Optional[int]:
     __A						: Dict      =       [(x[0], x[1], get_model(x[2]			)) for x in logs]
     __A						: Optional[Any]      =       [x for x in logs if x[2] is not None]
     __A						: int      =       {x[2] for x in logs}

     __A						: Optional[int]      =       {}
     for test in tests:
          __A						: Union[str, Any]      =       Counter()
          # count by errors in `test`
          counter.update([x[1] for x in logs if x[2] == test]			)
          __A						: str      =       counter.most_common()
          __A						: Optional[int]      =       {error: count for error, count in counts if (error_filter is None or error not in error_filter)}
          __A						: Union[str, Any]      =       sum(error_counts.values()			)
          if n_errors > 0:
               __A						: int      =       {'count': n_errors, 'errors': error_counts}

     __A						: Union[str, Any]      =       dict(sorted(r.items() ,							key=lambda __snake_case			: item[1]["count"] ,							reverse=__snake_case			)			)
     return r






def        _lowerCAmelCase			(  __snake_case  : Union[str, Any]			)     ->     Any:
     __A						: Union[str, Any]      =       '| no. | error | status |'
     __A						: Tuple      =       '|-:|:-|:-|'
     __A						: List[str]      =       [header, sep]
     for error in reduced_by_error:
          __A						: Tuple      =       reduced_by_error[error]['count']
          __A						: Optional[Any]      =       f'| {count} | {error[:1_00]} |  |'
          lines.append(__snake_case			)

     return "\n".join(__snake_case			)






def        _lowerCAmelCase			(  __snake_case  : Optional[Any]			)     ->     List[Any]:
     __A						: List[Any]      =       '| model | no. of errors | major error | count |'
     __A						: Tuple      =       '|-:|-:|-:|-:|'
     __A						: Any      =       [header, sep]
     for model in reduced_by_model:
          __A						: Dict      =       reduced_by_model[model]['count']
          __A ,__A						: str      =       list(reduced_by_model[model]['errors'].items()			)[0]
          __A						: Optional[Any]      =       f'| {model} | {count} | {error[:60]} | {_count} |'
          lines.append(__snake_case			)

     return "\n".join(__snake_case			)


if __name__ == "__main__":
  lowercase__    :      Any						=    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.''')
  lowercase__    :      str						=    parser.parse_args()

  os.makedirs(args.output_dir, exist_ok=True)

  lowercase__    :      List[str]						=    get_job_links(args.workflow_run_id, token=args.token)
  lowercase__    :      Optional[int]						=    {}
  # To deal with `workflow_call` event, where a job name is the combination of the job names in the caller and callee.
  # For example, `PyTorch 1.11 / Model tests (models/albert, single-gpu)`.
  if _job_links:
    for k, v in _job_links.items():
      # This is how GitHub actions combine job names.
      if " / " in k:
        lowercase__    :      Tuple						=    k.find(''' / ''')
        lowercase__    :      List[Any]						=    k[index + len(''' / ''') :]
      lowercase__    :      List[Any]						=    v
  with open(os.path.join(args.output_dir, '''job_links.json'''), '''w''', encoding='''UTF-8''') as fp:
    json.dump(job_links, fp, ensure_ascii=False, indent=4)

  lowercase__    :      Any						=    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)

  for idx, (name, url) in enumerate(artifacts.items()):
    download_artifact(name, url, args.output_dir, args.token)
    # Be gentle to GitHub
    time.sleep(1)

  lowercase__    :      Union[str, Any]						=    get_all_errors(args.output_dir, job_links=job_links)

  # `e[1]` is the error
  lowercase__    :      List[str]						=    Counter()
  counter.update([e[1] for e in errors])

  # print the top 30 most common test errors
  lowercase__    :      str						=    counter.most_common(30)
  for item in most_common:
    print(item)

  with open(os.path.join(args.output_dir, '''errors.json'''), '''w''', encoding='''UTF-8''') as fp:
    json.dump(errors, fp, ensure_ascii=False, indent=4)

  lowercase__    :      Optional[int]						=    reduce_by_error(errors)
  lowercase__    :      List[str]						=    reduce_by_model(errors)

  lowercase__    :      Tuple						=    make_github_table(reduced_by_error)
  lowercase__    :      Tuple						=    make_github_table_per_model(reduced_by_model)

  with open(os.path.join(args.output_dir, '''reduced_by_error.txt'''), '''w''', encoding='''UTF-8''') as fp:
    fp.write(sa)
  with open(os.path.join(args.output_dir, '''reduced_by_model.txt'''), '''w''', encoding='''UTF-8''') as fp:
    fp.write(sa)






'''simple docstring'''




import math






def        _lowerCAmelCase			(  __snake_case  : int			)     ->     bool:

     if 1 < number < 4:
          # 2 and 3 are primes
          return True
     elif number < 2 or number % 2 == 0 or number % 3 == 0:
          # Negatives, 0, 1, all even numbers, all multiples of 3 are not primes
          return False

     # All primes number are in format of 6k +/- 1
     for i in range(5 ,							int(math.sqrt(__snake_case			) + 1			) ,							6			):
          if number % i == 0 or number % (i + 2) == 0:
               return False
     return True






def        _lowerCAmelCase			(  __snake_case  : float = 0.1			)     ->     int:
     __A						: Tuple      =       3
     __A						: Optional[int]      =       3

     while primes / (2 * j - 1) >= ratio:
          for i in range(j * j + j + 1 ,							(j + 2) * (j + 2) ,							j + 1			):
               primes += is_prime(__snake_case			)
          j += 2
     return j


if __name__ == "__main__":
  import doctest

  doctest.testmod()