
from datetime import datetime as dt
import os

from github import Github


UpperCAmelCase    					=   [
    '''good first issue''',
    '''good second issue''',
    '''good difficult issue''',
    '''feature request''',
    '''new model''',
    '''wip''',
]

def      A (       ):
						snake_case       :     Dict =    Github(os.environ['''GITHUB_TOKEN''']       )
						snake_case       :     Tuple =    g.get_repo('''huggingface/transformers'''       )
						snake_case       :     List[str] =    repo.get_issues(state='''open'''       )

						for issue in open_issues:
												snake_case       :     int =    sorted([comment for comment in issue.get_comments()]    ,							key=lambda A_       : i.created_at    ,							reverse=_lowercase       )
												snake_case       :     List[Any] =    comments[0] if len(_lowercase       ) > 0 else None
												if (
												    last_comment is not None
												    and last_comment.user.login == "github-actions[bot]"
												    and (dt.utcnow() - issue.updated_at).days > 7
												    and (dt.utcnow() - issue.created_at).days >= 30
												    and not any(label.name.lower() in LABELS_TO_EXEMPT for label in issue.get_labels()       )
												):
																		# print(f"Would close issue {issue.number} since it has been 7 days of inactivity since bot mention.")
																		issue.edit(state='''closed'''       )
												elif (
												    (dt.utcnow() - issue.updated_at).days > 23
												    and (dt.utcnow() - issue.created_at).days >= 30
												    and not any(label.name.lower() in LABELS_TO_EXEMPT for label in issue.get_labels()       )
												):
																		# print(f"Would add stale comment to {issue.number}")
																		issue.create_comment(
																		    '''This issue has been automatically marked as stale because it has not had '''
																		    '''recent activity. If you think this still needs to be addressed '''
																		    '''please comment on this thread.\n\nPlease note that issues that do not follow the '''
																		    '''[contributing guidelines](https://github.com/huggingface/transformers/blob/main/CONTRIBUTING.md) '''
																		    '''are likely to be ignored.'''       )


if __name__ == "__main__":
						main()



'''simple docstring'''





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

import requests

def      A (       A_							:					List[Any]    ,							A_							:					int=None       ):
						snake_case       :     Optional[int] =    None
						if token is not None:
												snake_case       :     List[Any] =    {'''Accept''': '''application/vnd.github+json''', '''Authorization''': F"""Bearer {token}"""}

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

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

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

						snake_case       :     Tuple =    F"""https://api.github.com/repos/huggingface/transformers/actions/runs/{worflow_run_id}/artifacts?per_page=100"""
						snake_case       :     List[Any] =    requests.get(A_    ,							headers=A_       ).json()
						snake_case       :     List[Any] =    {}

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

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

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

def      A (       A_							:					int    ,							A_							:					Any=None       ):
						snake_case       :     Optional[int] =    []
						snake_case       :     Any =    []
						snake_case       :     str =    None

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

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

						snake_case       :     int =    None
						if job_name and job_links:
												snake_case       :     int =    job_links.get(A_    ,							A_       )

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

						return result

def      A (       A_							:					Optional[Any]    ,							A_							:					List[str]=None       ):
						snake_case       :     str =    []

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

						return errors

def      A (       A_							:					Dict    ,							A_							:					Optional[Any]=None       ):
						snake_case       :     Any =    Counter()
						counter.update([x[1] for x in logs]       )
						snake_case       :     Optional[Any] =    counter.most_common()
						snake_case       :     Dict =    {}
						for error, count in counts:
												if error_filter is None or error not in error_filter:
																		snake_case       :     str =    {'''count''': count, '''failed_tests''': [(x[2], x[0]) for x in logs if x[1] == error]}

						snake_case       :     Dict =    dict(sorted(r.items()    ,							key=lambda A_       : item[1]["count"]    ,							reverse=A_       )       )
						return r

def      A (       A_							:					Tuple       ):
						snake_case       :     Tuple =    test.split('''::'''       )[0]
						if test.startswith('''tests/models/'''       ):
												snake_case       :     Optional[int] =    test.split('''/'''       )[2]
						else:
												snake_case       :     int =    None

						return test

def      A (       A_							:					Optional[Any]    ,							A_							:					Dict=None       ):
						snake_case       :     List[str] =    [(x[0], x[1], get_model(x[2]       )) for x in logs]
						snake_case       :     int =    [x for x in logs if x[2] is not None]
						snake_case       :     int =    {x[2] for x in logs}

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

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

def      A (       A_							:					Optional[Any]       ):
						snake_case       :     Dict =    '''| no. | error | status |'''
						snake_case       :     Union[str, Any] =    '''|-:|:-|:-|'''
						snake_case       :     List[Any] =    [header, sep]
						for error in reduced_by_error:
												snake_case       :     Optional[int] =    reduced_by_error[error]['''count''']
												snake_case       :     List[str] =    F"""| {count} | {error[:100]} |  |"""
												lines.append(A_       )

						return "\n".join(A_       )

def      A (       A_							:					Optional[int]       ):
						snake_case       :     Union[str, Any] =    '''| model | no. of errors | major error | count |'''
						snake_case       :     Dict =    '''|-:|-:|-:|-:|'''
						snake_case       :     Optional[Any] =    [header, sep]
						for model in reduced_by_model:
												snake_case       :     str =    reduced_by_model[model]['''count''']
												snake_case,					snake_case       :     Tuple =    list(reduced_by_model[model]['''errors'''].items()       )[0]
												snake_case       :     Dict =    F"""| {model} | {count} | {error[:60]} | {_count} |"""
												lines.append(A_       )

						return "\n".join(A_       )


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

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

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

						UpperCAmelCase    					=   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)

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

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

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

						UpperCAmelCase    					=   reduce_by_error(errors)
						UpperCAmelCase    					=   reduce_by_model(errors)

						UpperCAmelCase    					=   make_github_table(reduced_by_error)
						UpperCAmelCase    					=   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)

