'''simple docstring'''




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

import requests




def 							lowerCamelCase			(   UpperCAmelCase__ :      Dict   ,   UpperCAmelCase__ :      List[str]=None				)    ->   Tuple:
       lowercase_      :    Union[str, Any]       		= None
       if token is not None:
              lowercase_      :    Optional[int]       		= {"""Accept""": """application/vnd.github+json""", """Authorization""": F'''Bearer {token}'''}

       lowercase_      :    Optional[int]       		= F'''https://api.github.com/repos/huggingface/transformers/actions/runs/{workflow_run_id}/jobs?per_page=100'''
       lowercase_      :    Any       		= requests.get(_lowerCamelCase   ,   headers=_lowerCamelCase				).json()
       lowercase_      :    int       		= {}

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

              for i in range(_lowerCamelCase				):
                     lowercase_      :    List[str]       		= 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 							lowerCamelCase			(   UpperCAmelCase__ :      Optional[Any]   ,   UpperCAmelCase__ :      Tuple=None				)    ->   Tuple:
       lowercase_      :    str       		= None
       if token is not None:
              lowercase_      :    int       		= {"""Accept""": """application/vnd.github+json""", """Authorization""": F'''Bearer {token}'''}

       lowercase_      :    int       		= F'''https://api.github.com/repos/huggingface/transformers/actions/runs/{worflow_run_id}/artifacts?per_page=100'''
       lowercase_      :    int       		= requests.get(_lowerCamelCase   ,   headers=_lowerCamelCase				).json()
       lowercase_      :    Union[str, Any]       		= {}

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

              for i in range(_lowerCamelCase				):
                     lowercase_      :    Any       		= 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 							lowerCamelCase			(   UpperCAmelCase__ :      Any   ,   UpperCAmelCase__ :      List[str]   ,   UpperCAmelCase__ :      Union[str, Any]   ,   UpperCAmelCase__ :      Tuple				)    ->   Optional[int]:
       lowercase_      :    Union[str, Any]       		= None
       if token is not None:
              lowercase_      :    Union[str, Any]       		= {"""Accept""": """application/vnd.github+json""", """Authorization""": F'''Bearer {token}'''}

       lowercase_      :    Union[str, Any]       		= requests.get(_lowerCamelCase   ,   headers=_lowerCamelCase   ,   allow_redirects=_lowerCamelCase				)
       lowercase_      :    List[str]       		= result.headers["""Location"""]
       lowercase_      :    Optional[int]       		= requests.get(_lowerCamelCase   ,   allow_redirects=_lowerCamelCase				)
       lowercase_      :    List[Any]       		= os.path.join(_lowerCamelCase   ,   F'''{artifact_name}.zip'''				)
       with open(_lowerCamelCase   ,   """wb"""				) as fp:
              fp.write(response.content				)




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

       lowercase_      :    List[Any]       		= None
       if job_name and job_links:
              lowercase_      :    int       		= job_links.get(_lowerCamelCase   ,   _lowerCamelCase				)

       # A list with elements of the form (line of error, error, failed test)
       lowercase_      :    Optional[Any]       		= [x + [y] + [job_link] for x, y in zip(_lowerCamelCase   ,   _lowerCamelCase				)]

       return result




def 							lowerCamelCase			(   UpperCAmelCase__ :      str   ,   UpperCAmelCase__ :      List[Any]=None				)    ->   Tuple:
       lowercase_      :    int       		= []

       lowercase_      :    Dict       		= [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 							lowerCamelCase			(   UpperCAmelCase__ :      Union[str, Any]   ,   UpperCAmelCase__ :      int=None				)    ->   Optional[Any]:
       lowercase_      :    Optional[int]       		= Counter()
       counter.update([x[1] for x in logs]				)
       lowercase_      :    Dict       		= counter.most_common()
       lowercase_      :    Any       		= {}
       for error, count in counts:
              if error_filter is None or error not in error_filter:
                     lowercase_      :    List[str]       		= {"""count""": count, """failed_tests""": [(x[2], x[0]) for x in logs if x[1] == error]}

       lowercase_      :    List[Any]       		= dict(sorted(r.items()   ,   key=lambda UpperCAmelCase__				: item[1]["count"]   ,   reverse=_lowerCamelCase				)				)
       return r




def 							lowerCamelCase			(   UpperCAmelCase__ :      Dict				)    ->   Any:
       lowercase_      :    List[Any]       		= test.split("""::"""				)[0]
       if test.startswith("""tests/models/"""				):
              lowercase_      :    Optional[int]       		= test.split("""/"""				)[2]
       else:
              lowercase_      :    str       		= None

       return test




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

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

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




def 							lowerCamelCase			(   UpperCAmelCase__ :      int				)    ->   Union[str, Any]:
       lowercase_      :    Optional[int]       		= """| no. | error | status |"""
       lowercase_      :    Optional[Any]       		= """|-:|:-|:-|"""
       lowercase_      :    int       		= [header, sep]
       for error in reduced_by_error:
              lowercase_      :    Optional[int]       		= reduced_by_error[error]["""count"""]
              lowercase_      :    Union[str, Any]       		= F'''| {count} | {error[:100]} |  |'''
              lines.append(_lowerCamelCase				)

       return "\n".join(_lowerCamelCase				)




def 							lowerCamelCase			(   UpperCAmelCase__ :      Union[str, Any]				)    ->   str:
       lowercase_      :    Optional[Any]       		= """| model | no. of errors | major error | count |"""
       lowercase_      :    Optional[Any]       		= """|-:|-:|-:|-:|"""
       lowercase_      :    Optional[int]       		= [header, sep]
       for model in reduced_by_model:
              lowercase_      :    List[str]       		= reduced_by_model[model]["""count"""]
              lowercase_      :    str       		= list(reduced_by_model[model]["""errors"""].items()				)[0]
              lowercase_      :    Optional[Any]       		= F'''| {model} | {count} | {error[:60]} | {_count} |'''
              lines.append(_lowerCamelCase				)

       return "\n".join(_lowerCamelCase				)


if __name__ == "__main__":
      _lowercase		:				str	       =		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		:				Union[str, Any]	       =		parser.parse_args()

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

      _lowercase		:				int	       =		get_job_links(args.workflow_run_id, token=args.token)
      _lowercase		:				List[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:
                        _lowercase		:				Union[str, Any]	       =		k.find(" / ")
                        _lowercase		:				int	       =		k[index + len(" / ") :]
                  _lowercase		:				Optional[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)

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

      _lowercase		:				str	       =		make_github_table(reduced_by_error)
      _lowercase		:				Union[str, 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 							lowerCamelCase			(   UpperCAmelCase__ :      list   ,   UpperCAmelCase__ :      int | None = None   ,   UpperCAmelCase__ :      int | None = None				)    ->   None:
							if start is None:
														lowercase_      :    Any       		= 0

							if end is None:
														lowercase_      :    List[Any]       		= len(UpperCAmelCase__				) - 1

							if start >= end:
														return

							lowercase_      :    Optional[int]       		= (start + end) // 2

							slowsort(UpperCAmelCase__   ,   UpperCAmelCase__   ,   UpperCAmelCase__				)
							slowsort(UpperCAmelCase__   ,   mid + 1   ,   UpperCAmelCase__				)

							if sequence[end] < sequence[mid]:
														lowercase_		,		lowercase_      :    Dict       		= sequence[mid], sequence[end]

							slowsort(UpperCAmelCase__   ,   UpperCAmelCase__   ,   end - 1				)


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

						testmod()





