






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

import requests





def        _snake_case   (_snake_case				:       Tuple      ,    _snake_case				:       Union[str, Any]=None)					->	Union[str, Any]:
   _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(_snake_case      ,    headers=_snake_case).json()
   _lowercase              ={}

   try:
      job_links.update({job['name']: job['html_url'] for job in result['jobs']})
      _lowercase              =math.ceil((result['total_count'] - 100) / 100)

      for i in range(_snake_case):
         _lowercase              =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        _snake_case   (_snake_case				:       Dict      ,    _snake_case				:       Optional[Any]=None)					->	Any:
   _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/{worflow_run_id}/artifacts?per_page=100'''
   _lowercase              =requests.get(_snake_case      ,    headers=_snake_case).json()
   _lowercase              ={}

   try:
      artifacts.update({artifact['name']: artifact['archive_download_url'] for artifact in result['artifacts']})
      _lowercase              =math.ceil((result['total_count'] - 100) / 100)

      for i in range(_snake_case):
         _lowercase              =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        _snake_case   (_snake_case				:       int      ,    _snake_case				:       str      ,    _snake_case				:       List[str]      ,    _snake_case				:       Union[str, Any])					->	Optional[Any]:
   _lowercase              =None
   if token is not None:
      _lowercase              ={'Accept': 'application/vnd.github+json', 'Authorization': f'''Bearer {token}'''}

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





def        _snake_case   (_snake_case				:       Optional[Any]      ,    _snake_case				:       Any=None)					->	List[Any]:
   _lowercase              =[]
   _lowercase              =[]
   _lowercase              =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:
                     _lowercase              =line.decode('UTF-8').strip()
                     if filename == "failures_line.txt":
                        try:
                           # `error_line` is the place where `error` occurs
                           _lowercase              =line[: line.index(': ')]
                           _lowercase              =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
                        _lowercase              =line[len('FAILED ') :]
                        failed_tests.append(_snake_case)
                     elif filename == "job_name.txt":
                        _lowercase              =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.')

   _lowercase              =None
   if job_name and job_links:
      _lowercase              =job_links.get(_snake_case      ,    _snake_case)

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

   return result





def        _snake_case   (_snake_case				:       Tuple      ,    _snake_case				:       List[str]=None)					->	str:
   _lowercase              =[]

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

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





def        _snake_case   (_snake_case				:       Optional[int])					->	Optional[Any]:
   _lowercase              =test.split('::')[0]
   if test.startswith('tests/models/'):
      _lowercase              =test.split('/')[2]
   else:
      _lowercase              =None

   return test





def        _snake_case   (_snake_case				:       List[Any]      ,    _snake_case				:       Optional[Any]=None)					->	Optional[int]:
   _lowercase              =[(x[0], x[1], get_model(x[2])) for x in logs]
   _lowercase              =[x for x in logs if x[2] is not None]
   _lowercase              ={x[2] for x in logs}

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

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





def        _snake_case   (_snake_case				:       List[Any])					->	Optional[int]:
   _lowercase              ='| no. | error | status |'
   _lowercase              ='|-:|:-|:-|'
   _lowercase              =[header, sep]
   for error in reduced_by_error:
      _lowercase              =reduced_by_error[error]['count']
      _lowercase              =f'''| {count} | {error[:100]} |  |'''
      lines.append(_snake_case)

   return "\n".join(_snake_case)





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

   return "\n".join(_snake_case)


if __name__ == "__main__":
    _SCREAMING_SNAKE_CASE   =  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.")
    _SCREAMING_SNAKE_CASE   =  parser.parse_args()

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

    _SCREAMING_SNAKE_CASE   =  get_job_links(args.workflow_run_id, token=args.token)
    _SCREAMING_SNAKE_CASE   =  {}
    # 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:
                _SCREAMING_SNAKE_CASE   =  k.find(" / ")
                _SCREAMING_SNAKE_CASE   =  k[index + len(" / ") :]
            _SCREAMING_SNAKE_CASE   =  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)

    _SCREAMING_SNAKE_CASE   =  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)

    _SCREAMING_SNAKE_CASE   =  get_all_errors(args.output_dir, job_links=job_links)

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

    # print the top 30 most common test errors
    _SCREAMING_SNAKE_CASE   =  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)

    _SCREAMING_SNAKE_CASE   =  reduce_by_error(errors)
    _SCREAMING_SNAKE_CASE   =  reduce_by_model(errors)

    _SCREAMING_SNAKE_CASE   =  make_github_table(reduced_by_error)
    _SCREAMING_SNAKE_CASE   =  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)










def        _snake_case   (_snake_case				:       list      ,    _snake_case				:       int      ,    _snake_case				:       int = 0      ,    _snake_case				:       int = 0)					->	int:
   _lowercase              =right or len(_snake_case) - 1
   if left > right:
      return -1
   elif list_data[left] == key:
      return left
   elif list_data[right] == key:
      return right
   else:
      return search(_snake_case      ,    _snake_case      ,    left + 1      ,    right - 1)


if __name__ == "__main__":
    import doctest

    doctest.testmod()


