



'''simple docstring'''



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

import requests







def _lowercase      (     __A							,__A=None				):



 '''simple docstring'''



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

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

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

  for i in range(_SCREAMING_SNAKE_CASE				):
   __UpperCamelCase 					=     requests.get(url + f"&page={i + 2}"							,headers=_SCREAMING_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 _lowercase      (     __A							,__A=None				):



 '''simple docstring'''



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

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

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

  for i in range(_SCREAMING_SNAKE_CASE				):
   __UpperCamelCase 					=     requests.get(url + f"&page={i + 2}"							,headers=_SCREAMING_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 _lowercase      (     __A							,__A							,__A							,__A				):



 '''simple docstring'''



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

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







def _lowercase      (     __A							,__A=None				):



 '''simple docstring'''



 __UpperCamelCase 					=     []
 __UpperCamelCase 					=     []
 __UpperCamelCase 					=     None

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

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

 __UpperCamelCase 					=     None
 if job_name and job_links:
  __UpperCamelCase 					=     job_links.get(_SCREAMING_SNAKE_CASE							,_SCREAMING_SNAKE_CASE				)

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

 return result







def _lowercase      (     __A							,__A=None				):



 '''simple docstring'''



 __UpperCamelCase 					=     []

 __UpperCamelCase 					=     [os.path.join(_SCREAMING_SNAKE_CASE							,_SCREAMING_SNAKE_CASE				) for p in os.listdir(_SCREAMING_SNAKE_CASE				) if p.endswith(""".zip"""				)]
 for p in paths:
  errors.extend(get_errors_from_single_artifact(_SCREAMING_SNAKE_CASE							,job_links=_SCREAMING_SNAKE_CASE				)				)

 return errors







def _lowercase      (     __A							,__A=None				):



 '''simple docstring'''



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

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







def _lowercase      (     __A				):



 '''simple docstring'''



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

 return test







def _lowercase      (     __A							,__A=None				):



 '''simple docstring'''



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

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

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







def _lowercase      (     __A				):



 '''simple docstring'''



 __UpperCamelCase 					=     '| no. | error | status |'
 __UpperCamelCase 					=     '|-:|:-|:-|'
 __UpperCamelCase 					=     [header, sep]
 for error in reduced_by_error:
  __UpperCamelCase 					=     reduced_by_error[error]['count']
  __UpperCamelCase 					=     f"| {count} | {error[:100]} |  |"
  lines.append(_SCREAMING_SNAKE_CASE				)

 return "\n".join(_SCREAMING_SNAKE_CASE				)







def _lowercase      (     __A				):



 '''simple docstring'''



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

 return "\n".join(_SCREAMING_SNAKE_CASE				)


if __name__ == "__main__":
 a__  :	Tuple								=	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__  :	Optional[int]								=	get_job_links(args.workflow_run_id, token=args.token)
 a__  :	Any								=	{}
 # 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__  :	int								=	k.find(' / ')
    a__  :	Tuple								=	k[index + len(' / ') :]
   a__  :	Union[str, 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)

 a__  :	Union[str, 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)

 a__  :	Optional[int]								=	get_all_errors(args.output_dir, job_links=job_links)

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

 # print the top 30 most common test errors
 a__  :	Union[str, Any]								=	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__  :	List[str]								=	reduce_by_error(errors)
 a__  :	Tuple								=	reduce_by_model(errors)

 a__  :	int								=	make_github_table(reduced_by_error)
 a__  :	Dict								=	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   (	_SCREAMING_SNAKE_CASE		,     _SCREAMING_SNAKE_CASE = False   )	->str:

  if not isinstance(_SCREAMING_SNAKE_CASE		,     _SCREAMING_SNAKE_CASE   ):
    a__:     Optional[int]										=	F'Expected string as input, found {type(_SCREAMING_SNAKE_CASE   )}'
    raise ValueError(_SCREAMING_SNAKE_CASE   )
  if not isinstance(_SCREAMING_SNAKE_CASE		,     _SCREAMING_SNAKE_CASE   ):
    a__:     List[str]										=	F'Expected boolean as use_pascal parameter, found {type(_SCREAMING_SNAKE_CASE   )}'
    raise ValueError(_SCREAMING_SNAKE_CASE   )

  a__:     int										=	input_str.split('_'   )

  a__:     List[str]										=	0 if use_pascal else 1

  a__:     List[str]										=	words[start_index:]

  a__:     List[str]										=	[word[0].upper() + word[1:] for word in words_to_capitalize]

  a__:     List[str]										=	'' if use_pascal else words[0]

  return "".join([initial_word, *capitalized_words]   )


if __name__ == "__main__":
 from doctest import testmod

 testmod()


