


'''simple docstring'''






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

import requests






def 		_A			(lowerCAmelCase__					:int			,  lowerCAmelCase__					:Dict=None						)				->					Tuple:




     '''simple docstring'''



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

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

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

          for i in range(lowerCAmelCase__						):
               _a      =							requests.get(url + f'&page={i + 2}'			,  headers=lowerCAmelCase__						).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 		_A			(lowerCAmelCase__					:List[str]			,  lowerCAmelCase__					:Optional[int]=None						)				->					Any:




     '''simple docstring'''



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

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

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

          for i in range(lowerCAmelCase__						):
               _a      =							requests.get(url + f'&page={i + 2}'			,  headers=lowerCAmelCase__						).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 		_A			(lowerCAmelCase__					:Dict			,  lowerCAmelCase__					:List[Any]			,  lowerCAmelCase__					:Any			,  lowerCAmelCase__					:Optional[int]						)				->					Optional[Any]:




     '''simple docstring'''



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

     _a      =							requests.get(lowerCAmelCase__			,  headers=lowerCAmelCase__			,  allow_redirects=lowerCAmelCase__						)
     _a      =							result.headers['Location']
     _a      =							requests.get(lowerCAmelCase__			,  allow_redirects=lowerCAmelCase__						)
     _a      =							os.path.join(lowerCAmelCase__			,  f'{artifact_name}.zip'						)
     with open(lowerCAmelCase__			,  'wb'						) as fp:
          fp.write(response.content						)






def 		_A			(lowerCAmelCase__					:Union[str, Any]			,  lowerCAmelCase__					:Dict=None						)				->					Optional[Any]:




     '''simple docstring'''



     _a      =							[]
     _a      =							[]
     _a      =							None

     with zipfile.ZipFile(lowerCAmelCase__						) as z:
          for filename in z.namelist():
               if not os.path.isdir(lowerCAmelCase__						):
                    # read the file
                    if filename in ["failures_line.txt", "summary_short.txt", "job_name.txt"]:
                         with z.open(lowerCAmelCase__						) as f:
                              for line in f:
                                   _a      =							line.decode('UTF-8'						).strip()
                                   if filename == "failures_line.txt":
                                        try:
                                             # `error_line` is the place where `error` occurs
                                             _a      =							line[: line.index(': '						)]
                                             _a      =							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      =							line[len('FAILED '						) :]
                                        failed_tests.append(lowerCAmelCase__						)
                                   elif filename == "job_name.txt":
                                        _a      =							line

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

     _a      =							None
     if job_name and job_links:
          _a      =							job_links.get(lowerCAmelCase__			,  lowerCAmelCase__						)

     # A list with elements of the form (line of error, error, failed test)
     _a      =							[x + [y] + [job_link] for x, y in zip(lowerCAmelCase__			,  lowerCAmelCase__						)]

     return result






def 		_A			(lowerCAmelCase__					:str			,  lowerCAmelCase__					:Optional[int]=None						)				->					Any:




     '''simple docstring'''



     _a      =							[]

     _a      =							[os.path.join(lowerCAmelCase__			,  lowerCAmelCase__						) for p in os.listdir(lowerCAmelCase__						) if p.endswith('.zip'						)]
     for p in paths:
          errors.extend(get_errors_from_single_artifact(lowerCAmelCase__			,  job_links=lowerCAmelCase__						)						)

     return errors






def 		_A			(lowerCAmelCase__					:Any			,  lowerCAmelCase__					:Union[str, Any]=None						)				->					List[str]:




     '''simple docstring'''



     _a      =							Counter()
     counter.update([x[1] for x in logs]						)
     _a      =							counter.most_common()
     _a      =							{}
     for error, count in counts:
          if error_filter is None or error not in error_filter:
               _a      =							{'count': count, 'failed_tests': [(x[2], x[0]) for x in logs if x[1] == error]}

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






def 		_A			(lowerCAmelCase__					:Optional[Any]						)				->					int:




     '''simple docstring'''



     _a      =							test.split('::'						)[0]
     if test.startswith('tests/models/'						):
          _a      =							test.split('/'						)[2]
     else:
          _a      =							None

     return test






def 		_A			(lowerCAmelCase__					:int			,  lowerCAmelCase__					:List[Any]=None						)				->					str:




     '''simple docstring'''



     _a      =							[(x[0], x[1], get_model(x[2]						)) for x in logs]
     _a      =							[x for x in logs if x[2] is not None]
     _a      =							{x[2] for x in logs}

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

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






def 		_A			(lowerCAmelCase__					:Union[str, Any]						)				->					List[str]:




     '''simple docstring'''



     _a      =							'| no. | error | status |'
     _a      =							'|-:|:-|:-|'
     _a      =							[header, sep]
     for error in reduced_by_error:
          _a      =							reduced_by_error[error]['count']
          _a      =							f'| {count} | {error[:1_00]} |  |'
          lines.append(lowerCAmelCase__						)

     return "\n".join(lowerCAmelCase__						)






def 		_A			(lowerCAmelCase__					:int						)				->					Optional[Any]:




     '''simple docstring'''



     _a      =							'| model | no. of errors | major error | count |'
     _a      =							'|-:|-:|-:|-:|'
     _a      =							[header, sep]
     for model in reduced_by_model:
          _a      =							reduced_by_model[model]['count']
          _a ,				_a      =							list(reduced_by_model[model]['errors'].items()						)[0]
          _a      =							f'| {model} | {count} | {error[:60]} | {_count} |'
          lines.append(lowerCAmelCase__						)

     return "\n".join(lowerCAmelCase__						)


if __name__ == "__main__":
 a_   :      Dict				    =      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.")
 a_   :      int				    =      parser.parse_args()

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

 a_   :      Tuple				    =      get_job_links(args.workflow_run_id, token=args.token)
 a_   :      Tuple				    =      {}
 # 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:
    a_   :      str				    =      k.find(" / ")
    a_   :      Union[str, Any]				    =      k[index + len(" / ") :]
   a_   :      int				    =      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)

 a_   :      Tuple				    =      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)

 a_   :      str				    =      get_all_errors(args.output_dir, job_links=job_links)

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

 # print the top 30 most common test errors
 a_   :      List[str]				    =      counter.most_common(3_0)
 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)

 a_   :      Union[str, Any]				    =      reduce_by_error(errors)
 a_   :      Dict				    =      reduce_by_model(errors)

 a_   :      Union[str, Any]				    =      make_github_table(reduced_by_error)
 a_   :      Any				    =      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'''






def 		_A			(lowerCAmelCase__					:list[int]			,  lowerCAmelCase__					:list[int]						)				->					None:




     '''simple docstring'''



     _a      =							len(lowerCAmelCase__						)
     print('The following activities are selected:'						)

     # The first activity is always selected
     _a      =							0
     print(lowerCAmelCase__			,  end=','						)

     # Consider rest of the activities
     for j in range(lowerCAmelCase__						):
          # If this activity has start time greater than
          # or equal to the finish time of previously
          # selected activity, then select it
          if start[j] >= finish[i]:
               print(lowerCAmelCase__			,  end=','						)
               _a      =							j


if __name__ == "__main__":
 import doctest

 doctest.testmod()

 a_   :      List[str]				    =      [1, 3, 0, 5, 8, 5]
 a_   :      str				    =      [2, 4, 6, 7, 9, 9]
 print_max_activities(start, finish)

