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

import requests







def     _a				(      lowercase__  :			Dict     ,  lowercase__  :			List[str]=None ):







     '''simple docstring'''


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

     SCREAMING_SNAKE_CASE__				:				Any			=		f'''https://api.github.com/repos/huggingface/transformers/actions/runs/{workflow_run_id}/jobs?per_page=100'''
     SCREAMING_SNAKE_CASE__				:				List[str]			=		requests.get(lowercase__     ,  headers=lowercase__ ).json()
     SCREAMING_SNAKE_CASE__				:				List[Any]			=		{}

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

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







     '''simple docstring'''


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

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

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

          for i in range(lowercase__ ):
               SCREAMING_SNAKE_CASE__				:				Optional[Any]			=		requests.get(url + f'''&page={i + 2}'''     ,  headers=lowercase__ ).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				(      lowercase__  :			List[Any]     ,  lowercase__  :			List[Any]     ,  lowercase__  :			Any     ,  lowercase__  :			Tuple ):







     '''simple docstring'''


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

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







def     _a				(      lowercase__  :			Optional[Any]     ,  lowercase__  :			Dict=None ):







     '''simple docstring'''


     SCREAMING_SNAKE_CASE__				:				Any			=		[]
     SCREAMING_SNAKE_CASE__				:				int			=		[]
     SCREAMING_SNAKE_CASE__				:				List[Any]			=		None

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

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

     SCREAMING_SNAKE_CASE__				:				Optional[Any]			=		None
     if job_name and job_links:
          SCREAMING_SNAKE_CASE__				:				Any			=		job_links.get(lowercase__     ,  lowercase__ )

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

     return result







def     _a				(      lowercase__  :			Union[str, Any]     ,  lowercase__  :			Any=None ):







     '''simple docstring'''


     SCREAMING_SNAKE_CASE__				:				str			=		[]

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

     return errors







def     _a				(      lowercase__  :			Union[str, Any]     ,  lowercase__  :			Tuple=None ):







     '''simple docstring'''


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

     SCREAMING_SNAKE_CASE__				:				Optional[int]			=		dict(sorted(r.items()     ,  key=lambda lowercase__ : item[1]["count"]     ,  reverse=lowercase__ ) )
     return r







def     _a				(      lowercase__  :			Tuple ):







     '''simple docstring'''


     SCREAMING_SNAKE_CASE__				:				Dict			=		test.split('::' )[0]
     if test.startswith('tests/models/' ):
          SCREAMING_SNAKE_CASE__				:				int			=		test.split('/' )[2]
     else:
          SCREAMING_SNAKE_CASE__				:				Optional[Any]			=		None

     return test







def     _a				(      lowercase__  :			Union[str, Any]     ,  lowercase__  :			Optional[Any]=None ):







     '''simple docstring'''


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

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

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







def     _a				(      lowercase__  :			Optional[int] ):







     '''simple docstring'''


     SCREAMING_SNAKE_CASE__				:				Union[str, Any]			=		'| no. | error | status |'
     SCREAMING_SNAKE_CASE__				:				Dict			=		'|-:|:-|:-|'
     SCREAMING_SNAKE_CASE__				:				int			=		[header, sep]
     for error in reduced_by_error:
          SCREAMING_SNAKE_CASE__				:				Optional[int]			=		reduced_by_error[error]['count']
          SCREAMING_SNAKE_CASE__				:				List[str]			=		f'''| {count} | {error[:1_00]} |  |'''
          lines.append(lowercase__ )

     return "\n".join(lowercase__ )







def     _a				(      lowercase__  :			Tuple ):







     '''simple docstring'''


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

     return "\n".join(lowercase__ )


if __name__ == "__main__":
      SCREAMING_SNAKE_CASE__		:					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.")
      SCREAMING_SNAKE_CASE__		:					List[str]						=					parser.parse_args()

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

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

      SCREAMING_SNAKE_CASE__		:					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)

      SCREAMING_SNAKE_CASE__		:					Dict						=					get_all_errors(args.output_dir, job_links=job_links)

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

      # print the top 30 most common test errors
      SCREAMING_SNAKE_CASE__		:					Any						=					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__		:					List[Any]						=					reduce_by_error(errors)
      SCREAMING_SNAKE_CASE__		:					Dict						=					reduce_by_model(errors)

      SCREAMING_SNAKE_CASE__		:					Any						=					make_github_table(reduced_by_error)
      SCREAMING_SNAKE_CASE__		:					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)




from __future__ import annotations







def     _a				(      lowercase__  :			list[int | float]     ,  lowercase__  :			int     ,  lowercase__  :			int ):







     '''simple docstring'''


     if len(lowercase__ ) == 0:
          raise ValueError('find_max() arg is an empty sequence' )
     if (
         left >= len(lowercase__ )
         or left < -len(lowercase__ )
         or right >= len(lowercase__ )
         or right < -len(lowercase__ )
     ):
          raise IndexError('list index out of range' )
     if left == right:
          return nums[left]
     SCREAMING_SNAKE_CASE__				:				Union[str, Any]			=		(left + right) >> 1  # the middle
     SCREAMING_SNAKE_CASE__				:				int			=		find_max(lowercase__     ,  lowercase__     ,  lowercase__ )  # find max in range[left, mid]
     SCREAMING_SNAKE_CASE__				:				Tuple			=		find_max(lowercase__     ,  mid + 1     ,  lowercase__ )  # find max in range[mid + 1, right]

     return left_max if left_max >= right_max else right_max


if __name__ == "__main__":
      import doctest

      doctest.testmod(verbose=True)



