



"""simple docstring"""





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

import requests
def   a__      ( lowerCAmelCase__      ,     lowerCAmelCase__=None ):
      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(lowerCAmelCase__      ,     headers=lowerCAmelCase__ ).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(lowerCAmelCase__ ):
                  UpperCAmelCase_     					=				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   a__      ( lowerCAmelCase__      ,     lowerCAmelCase__=None ):
      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(lowerCAmelCase__      ,     headers=lowerCAmelCase__ ).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(lowerCAmelCase__ ):
                  UpperCAmelCase_     					=				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   a__      ( lowerCAmelCase__      ,     lowerCAmelCase__      ,     lowerCAmelCase__      ,     lowerCAmelCase__ ):
      UpperCAmelCase_     					=				None
      if token is not None:
            UpperCAmelCase_     					=				{"Accept": "application/vnd.github+json", "Authorization": f"""Bearer {token}"""}

      UpperCAmelCase_     					=				requests.get(lowerCAmelCase__      ,     headers=lowerCAmelCase__      ,     allow_redirects=lowerCAmelCase__ )
      UpperCAmelCase_     					=				result.headers["Location"]
      UpperCAmelCase_     					=				requests.get(lowerCAmelCase__      ,     allow_redirects=lowerCAmelCase__ )
      UpperCAmelCase_     					=				os.path.join(lowerCAmelCase__      ,     f"""{artifact_name}.zip""" )
      with open(lowerCAmelCase__      ,     "wb" ) as fp:
            fp.write(response.content )
def   a__      ( lowerCAmelCase__      ,     lowerCAmelCase__=None ):
      UpperCAmelCase_     					=				[]
      UpperCAmelCase_     					=				[]
      UpperCAmelCase_     					=				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:
                                          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(lowerCAmelCase__ )
                                          elif filename == "job_name.txt":
                                                UpperCAmelCase_     					=				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." )

      UpperCAmelCase_     					=				None
      if job_name and job_links:
            UpperCAmelCase_     					=				job_links.get(lowerCAmelCase__      ,     lowerCAmelCase__ )

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

      return result
def   a__      ( lowerCAmelCase__      ,     lowerCAmelCase__=None ):
      UpperCAmelCase_     					=				[]

      UpperCAmelCase_     					=				[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   a__      ( lowerCAmelCase__      ,     lowerCAmelCase__=None ):
      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 lowerCAmelCase__ : item[1]["count"]      ,     reverse=lowerCAmelCase__ ) )
      return r
def   a__      ( lowerCAmelCase__ ):
      UpperCAmelCase_     					=				test.split("::" )[0]
      if test.startswith("tests/models/" ):
            UpperCAmelCase_     					=				test.split("/" )[2]
      else:
            UpperCAmelCase_     					=				None

      return test
def   a__      ( lowerCAmelCase__      ,     lowerCAmelCase__=None ):
      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 lowerCAmelCase__ : item[1]["count"]      ,     reverse=lowerCAmelCase__ ) )
      return r
def   a__      ( lowerCAmelCase__ ):
      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(lowerCAmelCase__ )

      return "\n".join(lowerCAmelCase__ )
def   a__      ( lowerCAmelCase__ ):
      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_					,       UpperCAmelCase_     					=				list(reduced_by_model[model]["errors"].items() )[0]
            UpperCAmelCase_     					=				f"""| {model} | {count} | {error[:60]} | {_count} |"""
            lines.append(lowerCAmelCase__ )

      return "\n".join(lowerCAmelCase__ )


if __name__ == "__main__":
  lowerCamelCase  			=		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.""")
  lowerCamelCase  			=		parser.parse_args()

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

  lowerCamelCase  			=		get_job_links(args.workflow_run_id, token=args.token)
  lowerCamelCase  			=		{}
  # 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:
        lowerCamelCase  			=		k.find(""" / """)
        lowerCamelCase  			=		k[index + len(""" / """) :]
      lowerCamelCase  			=		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)

  lowerCamelCase  			=		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)

  lowerCamelCase  			=		get_all_errors(args.output_dir, job_links=job_links)

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

  # print the top 30 most common test errors
  lowerCamelCase  			=		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)

  lowerCamelCase  			=		reduce_by_error(errors)
  lowerCamelCase  			=		reduce_by_model(errors)

  lowerCamelCase  			=		make_github_table(reduced_by_error)
  lowerCamelCase  			=		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       __UpperCamelCase						(		snake_case__ , snake_case__       ):
	if len(snake_case__       ) == 0:
		return False
	A_		:    Union[str, Any]						     = len(snake_case__       ) // 2
	if a_list[midpoint] == item:
		return True
	if item < a_list[midpoint]:
		return binary_search(a_list[:midpoint] , snake_case__       )
	else:
		return binary_search(a_list[midpoint + 1 :] , snake_case__       )


if __name__ == "__main__":
							_lowerCAmelCase       =				input("Enter numbers separated by comma:\n").strip()
							_lowerCAmelCase       =				[int(item.strip()) for item in user_input.split(",")]
							_lowerCAmelCase       =				int(input("Enter the number to be found in the list:\n").strip())
							_lowerCAmelCase       =				"" if binary_search(sequence, target) else "not "
							print(F'{target} was {not_str}found in {sequence}')

