



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

import requests



def __lowerCAmelCase	(       SCREAMING_SNAKE_CASE_  ,					SCREAMING_SNAKE_CASE_=None					):
   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 __lowerCAmelCase	(       SCREAMING_SNAKE_CASE_  ,					SCREAMING_SNAKE_CASE_=None					):
   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 __lowerCAmelCase	(       SCREAMING_SNAKE_CASE_  ,					SCREAMING_SNAKE_CASE_  ,					SCREAMING_SNAKE_CASE_  ,					SCREAMING_SNAKE_CASE_					):
   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 __lowerCAmelCase	(       SCREAMING_SNAKE_CASE_  ,					SCREAMING_SNAKE_CASE_=None					):
   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 __lowerCAmelCase	(       SCREAMING_SNAKE_CASE_  ,					SCREAMING_SNAKE_CASE_=None					):
   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 __lowerCAmelCase	(       SCREAMING_SNAKE_CASE_  ,					SCREAMING_SNAKE_CASE_=None					):
   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 SCREAMING_SNAKE_CASE_					: item[1]["count"]  ,					reverse=snake_case_					)					)
   return r



def __lowerCAmelCase	(       SCREAMING_SNAKE_CASE_					):
   lowercase__   					=			test.split("::"					)[0]
   if test.startswith("tests/models/"					):
      lowercase__   					=			test.split("/"					)[2]
   else:
      lowercase__   					=			None

   return test



def __lowerCAmelCase	(       SCREAMING_SNAKE_CASE_  ,					SCREAMING_SNAKE_CASE_=None					):
   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 SCREAMING_SNAKE_CASE_					: item[1]["count"]  ,					reverse=snake_case_					)					)
   return r



def __lowerCAmelCase	(       SCREAMING_SNAKE_CASE_					):
   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 __lowerCAmelCase	(       SCREAMING_SNAKE_CASE_					):
   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__   					=			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__":
       lowercase_						=       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_						=       parser.parse_args()

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

       lowercase_						=       get_job_links(args.workflow_run_id, token=args.token)
       lowercase_						=       {}
       # 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_						=       k.find(""" / """)
                            lowercase_						=       k[index + len(""" / """) :]
                     lowercase_						=       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_						=       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_						=       get_all_errors(args.output_dir, job_links=job_links)

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

       # print the top 30 most common test errors
       lowercase_						=       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_						=       reduce_by_error(errors)
       lowercase_						=       reduce_by_model(errors)

       lowercase_						=       make_github_table(reduced_by_error)
       lowercase_						=       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 __lowerCAmelCase	(       SCREAMING_SNAKE_CASE_					):
			lowercase__   					=			int(SCREAMING_SNAKE_CASE_					)
			if decimal in (0, 1):  # Exit cases for the recursion
						return str(SCREAMING_SNAKE_CASE_					)
			lowercase__					,    lowercase__   					=			divmod(SCREAMING_SNAKE_CASE_  ,					2					)
			return binary_recursive(SCREAMING_SNAKE_CASE_					) + str(SCREAMING_SNAKE_CASE_					)



def __lowerCAmelCase	(       SCREAMING_SNAKE_CASE_					):
			lowercase__   					=			str(SCREAMING_SNAKE_CASE_					).strip()
			if not number:
						raise ValueError("No input value was provided"					)
			lowercase__   					=			"-" if number.startswith("-"					) else ""
			lowercase__   					=			number.lstrip("-"					)
			if not number.isnumeric():
						raise ValueError("Input value is not an integer"					)
			return f'''{negative}0b{binary_recursive(int(SCREAMING_SNAKE_CASE_					)					)}'''


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

							testmod()




