



"""simple docstring"""







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

import requests

def 				UpperCamelCase_    (    lowerCAmelCase__      :				Any    ,   lowerCAmelCase__      :				Any=None						)						->   Any:

  """simple docstring"""




  lowerCAmelCase_   :				Optional[int]								= None
  if token is not None:
    lowerCAmelCase_   :				str								= {'''Accept''': '''application/vnd.github+json''', '''Authorization''': f"Bearer {token}"}

  lowerCAmelCase_   :				Optional[Any]								= f"https://api.github.com/repos/huggingface/transformers/actions/runs/{workflow_run_id}/jobs?per_page=100"
  lowerCAmelCase_   :				Union[str, Any]								= requests.get(__lowerCamelCase    ,   headers=__lowerCamelCase						).json()
  lowerCAmelCase_   :				int								= {}

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

    for i in range(__lowerCamelCase						):
      lowerCAmelCase_   :				Tuple								= 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 				UpperCamelCase_    (    lowerCAmelCase__      :				Optional[int]    ,   lowerCAmelCase__      :				List[Any]=None						)						->   Dict:

  """simple docstring"""




  lowerCAmelCase_   :				Any								= None
  if token is not None:
    lowerCAmelCase_   :				Union[str, Any]								= {'''Accept''': '''application/vnd.github+json''', '''Authorization''': f"Bearer {token}"}

  lowerCAmelCase_   :				int								= f"https://api.github.com/repos/huggingface/transformers/actions/runs/{worflow_run_id}/artifacts?per_page=100"
  lowerCAmelCase_   :				Optional[int]								= requests.get(__lowerCamelCase    ,   headers=__lowerCamelCase						).json()
  lowerCAmelCase_   :				Optional[int]								= {}

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

    for i in range(__lowerCamelCase						):
      lowerCAmelCase_   :				str								= 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 				UpperCamelCase_    (    lowerCAmelCase__      :				str    ,   lowerCAmelCase__      :				Union[str, Any]    ,   lowerCAmelCase__      :				List[str]    ,   lowerCAmelCase__      :				List[Any]						)						->   Dict:

  """simple docstring"""




  lowerCAmelCase_   :				List[Any]								= None
  if token is not None:
    lowerCAmelCase_   :				Any								= {'''Accept''': '''application/vnd.github+json''', '''Authorization''': f"Bearer {token}"}

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

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

  """simple docstring"""




  lowerCAmelCase_   :				Tuple								= []
  lowerCAmelCase_   :				Any								= []
  lowerCAmelCase_   :				Optional[Any]								= 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:
              lowerCAmelCase_   :				List[str]								= line.decode('UTF-8'						).strip()
              if filename == "failures_line.txt":
                try:
                  # `error_line` is the place where `error` occurs
                  lowerCAmelCase_   :				Tuple								= line[: line.index(': '						)]
                  lowerCAmelCase_   :				Union[str, Any]								= 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
                lowerCAmelCase_   :				Any								= line[len('FAILED '						) :]
                failed_tests.append(__lowerCamelCase						)
              elif filename == "job_name.txt":
                lowerCAmelCase_   :				Union[str, Any]								= 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.'						)

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

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

  return result

def 				UpperCamelCase_    (    lowerCAmelCase__      :				Tuple    ,   lowerCAmelCase__      :				Optional[int]=None						)						->   Optional[int]:

  """simple docstring"""




  lowerCAmelCase_   :				int								= []

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

  """simple docstring"""




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

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

def 				UpperCamelCase_    (    lowerCAmelCase__      :				List[str]						)						->   Any:

  """simple docstring"""




  lowerCAmelCase_   :				Union[str, Any]								= test.split('::'						)[0]
  if test.startswith('tests/models/'						):
    lowerCAmelCase_   :				Any								= test.split('/'						)[2]
  else:
    lowerCAmelCase_   :				Optional[Any]								= None

  return test

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

  """simple docstring"""




  lowerCAmelCase_   :				Optional[int]								= [(x[0], x[1], get_model(x[2]						)) for x in logs]
  lowerCAmelCase_   :				Any								= [x for x in logs if x[2] is not None]
  lowerCAmelCase_   :				int								= {x[2] for x in logs}

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

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

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

  """simple docstring"""




  lowerCAmelCase_   :				Optional[int]								= '''| no. | error | status |'''
  lowerCAmelCase_   :				Optional[Any]								= '''|-:|:-|:-|'''
  lowerCAmelCase_   :				Any								= [header, sep]
  for error in reduced_by_error:
    lowerCAmelCase_   :				Any								= reduced_by_error[error]['''count''']
    lowerCAmelCase_   :				Optional[int]								= f"| {count} | {error[:100]} |  |"
    lines.append(__lowerCamelCase						)

  return "\n".join(__lowerCamelCase						)

def 				UpperCamelCase_    (    lowerCAmelCase__      :				str						)						->   Any:

  """simple docstring"""




  lowerCAmelCase_   :				str								= '''| model | no. of errors | major error | count |'''
  lowerCAmelCase_   :				Optional[int]								= '''|-:|-:|-:|-:|'''
  lowerCAmelCase_   :				List[Any]								= [header, sep]
  for model in reduced_by_model:
    lowerCAmelCase_   :				str								= reduced_by_model[model]['''count''']
    lowerCAmelCase_   :				Tuple								= list(reduced_by_model[model]['errors'].items()						)[0]
    lowerCAmelCase_   :				Tuple								= f"| {model} | {count} | {error[:60]} | {_count} |"
    lines.append(__lowerCamelCase						)

  return "\n".join(__lowerCamelCase						)


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

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

     lowercase__		:				List[Any]          =	get_job_links(args.workflow_run_id, token=args.token)
     lowercase__		:				str          =	{}
     # 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__		:				List[str]          =	k.find(""" / """)
                    lowercase__		:				Any          =	k[index + len(""" / """) :]
               lowercase__		:				str          =	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__		:				Optional[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__		:				Any          =	get_all_errors(args.output_dir, job_links=job_links)

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

     # print the top 30 most common test errors
     lowercase__		:				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)

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

     lowercase__		:				Any          =	make_github_table(reduced_by_error)
     lowercase__		:				Optional[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"""






from __future__ import annotations






def      snake_case__   (		__lowerCamelCase				:    int							,		__lowerCamelCase				:    int	):
			"""simple docstring"""
			if b == 0:
						return (1, 0)
			((lowerCamelCase__)	,   (lowerCamelCase__))		:		Any			=extended_euclid(__lowerCamelCase							,		a % b	)
			lowerCamelCase__		:		Optional[Any]			=a // b
			return (y, x - k * y)






def      snake_case__   (		__lowerCamelCase				:    int							,		__lowerCamelCase				:    int							,		__lowerCamelCase				:    int							,		__lowerCamelCase				:    int	):
			"""simple docstring"""
			((lowerCamelCase__)	,   (lowerCamelCase__))		:		Any			=extended_euclid(__lowerCamelCase							,		__lowerCamelCase	)
			lowerCamelCase__		:		List[Any]			=na * na
			lowerCamelCase__		:		Union[str, Any]			=ra * x * na + ra * y * na
			return (n % m + m) % m






def      snake_case__   (		__lowerCamelCase				:    int							,		__lowerCamelCase				:    int	):
			"""simple docstring"""
			((lowerCamelCase__)	,   (lowerCamelCase__))		:		int			=extended_euclid(__lowerCamelCase							,		__lowerCamelCase	)
			if b < 0:
						lowerCamelCase__		:		Any			=(b % n + n) % n
			return b






def      snake_case__   (		__lowerCamelCase				:    int							,		__lowerCamelCase				:    int							,		__lowerCamelCase				:    int							,		__lowerCamelCase				:    int	):
			"""simple docstring"""
			lowerCamelCase__	,   lowerCamelCase__		:		Any			=invert_modulo(__lowerCamelCase							,		__lowerCamelCase	), invert_modulo(__lowerCamelCase							,		__lowerCamelCase	)
			lowerCamelCase__		:		Tuple			=na * na
			lowerCamelCase__		:		Optional[Any]			=ra * x * na + ra * y * na
			return (n % m + m) % m


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

		testmod(name="chinese_remainder_theorem", verbose=True)
		testmod(name="chinese_remainder_theorem2", verbose=True)
		testmod(name="invert_modulo", verbose=True)
		testmod(name="extended_euclid", verbose=True)




