"""simple docstring"""
import os
import zipfile

import requests
from get_ci_error_statistics import download_artifact, get_artifacts_links







def 						__a   (	_SCREAMING_SNAKE_CASE		,     _SCREAMING_SNAKE_CASE=7   )	->Any:
  a__:     Union[str, Any]										=	None
  if token is not None:
    a__:     Optional[int]										=	{'Accept': 'application/vnd.github+json', 'Authorization': F'Bearer {token}'}

  # The id of a workflow (not of a workflow run)
  a__:     List[Any]										=	'636036'

  a__:     List[str]										=	F'https://api.github.com/repos/huggingface/transformers/actions/workflows/{workflow_id}/runs'
  # On `main` branch + event being `schedule` + not returning PRs + only `num_runs` results
  url += F'?branch=main&event=schedule&exclude_pull_requests=true&per_page={num_runs}'

  a__:     Union[str, Any]										=	requests.get(_SCREAMING_SNAKE_CASE		,     headers=_SCREAMING_SNAKE_CASE   ).json()

  return result["workflow_runs"]







def 						__a   (	_SCREAMING_SNAKE_CASE   )	->List[Any]:
  a__:     List[str]										=	get_daily_ci_runs(_SCREAMING_SNAKE_CASE   )
  a__:     Dict										=	None
  for workflow_run in workflow_runs:
    if workflow_run["status"] == "completed":
      a__:     Any										=	workflow_run['id']
      break

  return workflow_run_id







def 						__a   (	_SCREAMING_SNAKE_CASE		,     _SCREAMING_SNAKE_CASE		,     _SCREAMING_SNAKE_CASE   )	->List[Any]:
  a__:     List[str]										=	get_last_daily_ci_runs(_SCREAMING_SNAKE_CASE   )
  if workflow_run_id is not None:
    a__:     Tuple										=	get_artifacts_links(worflow_run_id=_SCREAMING_SNAKE_CASE		,     token=_SCREAMING_SNAKE_CASE   )
    for artifact_name in artifact_names:
      if artifact_name in artifacts_links:
        a__:     Dict										=	artifacts_links[artifact_name]
        download_artifact(
            artifact_name=_SCREAMING_SNAKE_CASE		,     artifact_url=_SCREAMING_SNAKE_CASE		,     output_dir=_SCREAMING_SNAKE_CASE		,     token=_SCREAMING_SNAKE_CASE   )







def 						__a   (	_SCREAMING_SNAKE_CASE		,     _SCREAMING_SNAKE_CASE		,     _SCREAMING_SNAKE_CASE   )	->Optional[Any]:
  get_last_daily_ci_artifacts(_SCREAMING_SNAKE_CASE		,     _SCREAMING_SNAKE_CASE		,     _SCREAMING_SNAKE_CASE   )

  a__:     Optional[Any]										=	{}
  for artifact_name in artifact_names:
    a__:     Optional[Any]										=	os.path.join(_SCREAMING_SNAKE_CASE		,     F'{artifact_name}.zip'   )
    if os.path.isfile(_SCREAMING_SNAKE_CASE   ):
      a__:     Tuple										=	{}
      with zipfile.ZipFile(_SCREAMING_SNAKE_CASE   ) as z:
        for filename in z.namelist():
          if not os.path.isdir(_SCREAMING_SNAKE_CASE   ):
            # read the file
            with z.open(_SCREAMING_SNAKE_CASE   ) as f:
              a__:     Optional[Any]										=	f.read().decode('UTF-8'   )

  return results



"""simple docstring"""
import argparse
import json
import math
import os
import time
import traceback
import zipfile
from collections import Counter

import requests







def 						__a   (	_SCREAMING_SNAKE_CASE		,     _SCREAMING_SNAKE_CASE=None   )	->Optional[int]:
  a__:     int										=	None
  if token is not None:
    a__:     Tuple										=	{'Accept': 'application/vnd.github+json', 'Authorization': F'Bearer {token}'}

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

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

    for i in range(_SCREAMING_SNAKE_CASE   ):
      a__:     Dict										=	requests.get(url + F'&page={i + 2}'		,     headers=_SCREAMING_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 						__a   (	_SCREAMING_SNAKE_CASE		,     _SCREAMING_SNAKE_CASE=None   )	->Dict:
  a__:     Dict										=	None
  if token is not None:
    a__:     List[str]										=	{'Accept': 'application/vnd.github+json', 'Authorization': F'Bearer {token}'}

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

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

    for i in range(_SCREAMING_SNAKE_CASE   ):
      a__:     Optional[int]										=	requests.get(url + F'&page={i + 2}'		,     headers=_SCREAMING_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 						__a   (	_SCREAMING_SNAKE_CASE		,     _SCREAMING_SNAKE_CASE		,     _SCREAMING_SNAKE_CASE		,     _SCREAMING_SNAKE_CASE   )	->str:
  a__:     List[Any]										=	None
  if token is not None:
    a__:     Optional[int]										=	{'Accept': 'application/vnd.github+json', 'Authorization': F'Bearer {token}'}

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







def 						__a   (	_SCREAMING_SNAKE_CASE		,     _SCREAMING_SNAKE_CASE=None   )	->List[Any]:
  a__:     List[Any]										=	[]
  a__:     Optional[Any]										=	[]
  a__:     List[Any]										=	None

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

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

  a__:     Tuple										=	None
  if job_name and job_links:
    a__:     Dict										=	job_links.get(_SCREAMING_SNAKE_CASE		,     _SCREAMING_SNAKE_CASE   )

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

  return result







def 						__a   (	_SCREAMING_SNAKE_CASE		,     _SCREAMING_SNAKE_CASE=None   )	->str:
  a__:     int										=	[]

  a__:     Optional[int]										=	[os.path.join(_SCREAMING_SNAKE_CASE		,     _SCREAMING_SNAKE_CASE   ) for p in os.listdir(_SCREAMING_SNAKE_CASE   ) if p.endswith('.zip'   )]
  for p in paths:
    errors.extend(get_errors_from_single_artifact(_SCREAMING_SNAKE_CASE		,     job_links=_SCREAMING_SNAKE_CASE   )   )

  return errors







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

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







def 						__a   (	_SCREAMING_SNAKE_CASE   )	->Union[str, Any]:
  a__:     List[str]										=	test.split('::'   )[0]
  if test.startswith('tests/models/'   ):
    a__:     Dict										=	test.split('/'   )[2]
  else:
    a__:     Any										=	None

  return test







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

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

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







def 						__a   (	_SCREAMING_SNAKE_CASE   )	->Union[str, Any]:
  a__:     Any										=	'| no. | error | status |'
  a__:     Any										=	'|-:|:-|:-|'
  a__:     str										=	[header, sep]
  for error in reduced_by_error:
    a__:     int										=	reduced_by_error[error]['count']
    a__:     Tuple										=	F'| {count} | {error[:100]} |  |'
    lines.append(_SCREAMING_SNAKE_CASE   )

  return "\n".join(_SCREAMING_SNAKE_CASE   )







def 						__a   (	_SCREAMING_SNAKE_CASE   )	->str:
  a__:     List[str]										=	'| model | no. of errors | major error | count |'
  a__:     str										=	'|-:|-:|-:|-:|'
  a__:     int										=	[header, sep]
  for model in reduced_by_model:
    a__:     Tuple										=	reduced_by_model[model]['count']
    a__							,    a__:     Dict										=	list(reduced_by_model[model]['errors'].items()   )[0]
    a__:     Dict										=	F'| {model} | {count} | {error[:60]} | {_count} |'
    lines.append(_SCREAMING_SNAKE_CASE   )

  return "\n".join(_SCREAMING_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)


