


'''simple docstring'''



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      :   Dict						,      _SCREAMING_SNAKE_CASE      :   Any=None   ):
					__a			:       Tuple					    =  None
					if token is not None:
										__a			:       int					    =  {'Accept': 'application/vnd.github+json', 'Authorization': F"""Bearer {token}"""}

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

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

										for i in range(_SCREAMING_SNAKE_CASE   ):
															__a			:       int					    =  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   lowerCamelCase							(_SCREAMING_SNAKE_CASE      :   Union[str, Any]						,      _SCREAMING_SNAKE_CASE      :   int=None   ):
					__a			:       List[str]					    =  None
					if token is not None:
										__a			:       Union[str, Any]					    =  {'Accept': 'application/vnd.github+json', 'Authorization': F"""Bearer {token}"""}

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

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

										for i in range(_SCREAMING_SNAKE_CASE   ):
															__a			:       Any					    =  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   lowerCamelCase							(_SCREAMING_SNAKE_CASE      :   Any						,      _SCREAMING_SNAKE_CASE      :   Any						,      _SCREAMING_SNAKE_CASE      :   Optional[Any]						,      _SCREAMING_SNAKE_CASE      :   Tuple   ):
					__a			:       List[Any]					    =  None
					if token is not None:
										__a			:       int					    =  {'Accept': 'application/vnd.github+json', 'Authorization': F"""Bearer {token}"""}

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






def   lowerCamelCase							(_SCREAMING_SNAKE_CASE      :   Union[str, Any]						,      _SCREAMING_SNAKE_CASE      :   Union[str, Any]=None   ):
					__a			:       List[str]					    =  []
					__a			:       int					    =  []
					__a			:       int					    =  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			:       List[Any]					    =  line.decode('UTF-8'   ).strip()
																																			if filename == "failures_line.txt":
																																								try:
																																													# `error_line` is the place where `error` occurs
																																													__a			:       Tuple					    =  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			:       Tuple					    =  line[len('FAILED '   ) :]
																																								failed_tests.append(_SCREAMING_SNAKE_CASE   )
																																			elif filename == "job_name.txt":
																																								__a			:       List[str]					    =  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			:       Optional[Any]					    =  None
					if job_name and job_links:
										__a			:       Tuple					    =  job_links.get(_SCREAMING_SNAKE_CASE						,      _SCREAMING_SNAKE_CASE   )

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

					return result






def   lowerCamelCase							(_SCREAMING_SNAKE_CASE      :   str						,      _SCREAMING_SNAKE_CASE      :   int=None   ):
					__a			:       Optional[int]					    =  []

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

					__a			:       List[str]					    =  dict(sorted(r.items()						,      key=lambda _SCREAMING_SNAKE_CASE   : item[1]["count"]						,      reverse=_SCREAMING_SNAKE_CASE   )   )
					return r






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

					return test






def   lowerCamelCase							(_SCREAMING_SNAKE_CASE      :   Union[str, Any]						,      _SCREAMING_SNAKE_CASE      :   Optional[Any]=None   ):
					__a			:       Optional[Any]					    =  [(x[0], x[1], get_model(x[2]   )) for x in logs]
					__a			:       Dict					    =  [x for x in logs if x[2] is not None]
					__a			:       Any					    =  {x[2] for x in logs}

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

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






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

					return "\n".join(_SCREAMING_SNAKE_CASE   )






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

					return "\n".join(_SCREAMING_SNAKE_CASE   )


if __name__ == "__main__":
	__lowercase	:						Dict       =	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	:						Union[str, Any]       =	parser.parse_args()

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

	__lowercase	:						Optional[Any]       =	get_job_links(args.workflow_run_id, token=args.token)
	__lowercase	:						str       =	{}
	# 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	:						List[Any]       =	k.find(' / ')
				__lowercase	:						Tuple       =	k[index + len(' / ') :]
			__lowercase	:						Union[str, Any]       =	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	:						Tuple       =	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	:						Union[str, Any]       =	get_all_errors(args.output_dir, job_links=job_links)

	# `e[1]` is the error
	__lowercase	:						Union[str, Any]       =	Counter()
	counter.update([e[1] for e in errors])

	# print the top 30 most common test errors
	__lowercase	:						str       =	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	:						str       =	reduce_by_error(errors)
	__lowercase	:						int       =	reduce_by_model(errors)

	__lowercase	:						Optional[int]       =	make_github_table(reduced_by_error)
	__lowercase	:						Tuple       =	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 collections import defaultdict




def       _snake_case	(   lowerCAmelCase							:   int	):
		"""simple docstring"""







		SCREAMING_SNAKE_CASE_  :		Any				      =    1
		SCREAMING_SNAKE_CASE_  :		Tuple				      =    True
		for v in tree[start]:
				if v not in visited:
						ret += dfs(lowerCAmelCase	)
		if ret % 2 == 0:
				cuts.append(lowerCAmelCase	)
		return ret




def       _snake_case	(   ):
		"""simple docstring"""







		dfs(1	)


if __name__ == "__main__":
		__lowerCamelCase   ,						__lowerCamelCase					:	Union[str, Any]       =  10, 9
		__lowerCamelCase					:	Optional[int]       =  defaultdict(list)
		__lowerCamelCase					:	dict[int, bool]       =  {}
		__lowerCamelCase					:	list[int]       =  []
		__lowerCamelCase					:	Optional[Any]       =  0
		__lowerCamelCase					:	Any       =  [(2, 1), (3, 1), (4, 3), (5, 2), (6, 1), (7, 2), (8, 6), (9, 8), (10, 8)]
		for u, v in edges:
				tree[u].append(v)
				tree[v].append(u)
		even_tree()
		print(len(cuts) - 1)
