


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

import requests






def 							__lowercase       (			__lowerCAmelCase							:    Tuple ,   __lowerCAmelCase							:    List[str]=None       ):
							a__					=					None
							if token is not None:
														a__					=					{'Accept': 'application/vnd.github+json', 'Authorization': F'Bearer {token}'}

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

							try:
														job_links.update({job['name']: job['html_url'] for job in result['jobs']}       )
														a__					=					math.ceil((result['total_count'] - 1_0_0) / 1_0_0       )

														for i in range(__lowerCAmelCase       ):
																					a__					=					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 							__lowercase       (			__lowerCAmelCase							:    Union[str, Any] ,   __lowerCAmelCase							:    Optional[int]=None       ):
							a__					=					None
							if token is not None:
														a__					=					{'Accept': 'application/vnd.github+json', 'Authorization': F'Bearer {token}'}

							a__					=					F'https://api.github.com/repos/huggingface/transformers/actions/runs/{worflow_run_id}/artifacts?per_page=100'
							a__					=					requests.get(__lowerCAmelCase ,   headers=__lowerCAmelCase       ).json()
							a__					=					{}

							try:
														artifacts.update({artifact['name']: artifact['archive_download_url'] for artifact in result['artifacts']}       )
														a__					=					math.ceil((result['total_count'] - 1_0_0) / 1_0_0       )

														for i in range(__lowerCAmelCase       ):
																					a__					=					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 							__lowercase       (			__lowerCAmelCase							:    str ,   __lowerCAmelCase							:    Union[str, Any] ,   __lowerCAmelCase							:    int ,   __lowerCAmelCase							:    Dict       ):
							a__					=					None
							if token is not None:
														a__					=					{'Accept': 'application/vnd.github+json', 'Authorization': F'Bearer {token}'}

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






def 							__lowercase       (			__lowerCAmelCase							:    Optional[Any] ,   __lowerCAmelCase							:    Union[str, Any]=None       ):
							a__					=					[]
							a__					=					[]
							a__					=					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:
																																																	a__					=					line.decode('UTF-8'       ).strip()
																																																	if filename == "failures_line.txt":
																																																								try:
																																																															# `error_line` is the place where `error` occurs
																																																															a__					=					line[: line.index(': '       )]
																																																															a__					=					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__					=					line[len('FAILED '       ) :]
																																																								failed_tests.append(__lowerCAmelCase       )
																																																	elif filename == "job_name.txt":
																																																								a__					=					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.'       )

							a__					=					None
							if job_name and job_links:
														a__					=					job_links.get(__lowerCAmelCase ,   __lowerCAmelCase       )

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

							return result






def 							__lowercase       (			__lowerCAmelCase							:    List[str] ,   __lowerCAmelCase							:    Optional[int]=None       ):
							a__					=					[]

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

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






def 							__lowercase       (			__lowerCAmelCase							:    int       ):
							a__					=					test.split('::'       )[0]
							if test.startswith('tests/models/'       ):
														a__					=					test.split('/'       )[2]
							else:
														a__					=					None

							return test






def 							__lowercase       (			__lowerCAmelCase							:    Any ,   __lowerCAmelCase							:    List[str]=None       ):
							a__					=					[(x[0], x[1], get_model(x[2]       )) for x in logs]
							a__					=					[x for x in logs if x[2] is not None]
							a__					=					{x[2] for x in logs}

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

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






def 							__lowercase       (			__lowerCAmelCase							:    str       ):
							a__					=					'| no. | error | status |'
							a__					=					'|-:|:-|:-|'
							a__					=					[header, sep]
							for error in reduced_by_error:
														a__					=					reduced_by_error[error]['count']
														a__					=					F'| {count} | {error[:1_0_0]} |  |'
														lines.append(__lowerCAmelCase       )

							return "\n".join(__lowerCAmelCase       )






def 							__lowercase       (			__lowerCAmelCase							:    List[Any]       ):
							a__					=					'| model | no. of errors | major error | count |'
							a__					=					'|-:|-:|-:|-:|'
							a__					=					[header, sep]
							for model in reduced_by_model:
														a__					=					reduced_by_model[model]['count']
														a__				, a__					=					list(reduced_by_model[model]['errors'].items()       )[0]
														a__					=					F'| {model} | {count} | {error[:6_0]} | {_count} |'
														lines.append(__lowerCAmelCase       )

							return "\n".join(__lowerCAmelCase       )


if __name__ == "__main__":
						snake_case							:	Tuple					      =				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.''')
						snake_case							:	Optional[int]					      =				parser.parse_args()

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

						snake_case							:	Union[str, Any]					      =				get_job_links(args.workflow_run_id, token=args.token)
						snake_case							:	Optional[int]					      =				{}
						# 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:
																								snake_case							:	int					      =				k.find(''' / ''')
																								snake_case							:	Tuple					      =				k[index + len(''' / ''') :]
																		snake_case							:	Dict					      =				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)

						snake_case							:	List[Any]					      =				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)

						snake_case							:	List[Any]					      =				get_all_errors(args.output_dir, job_links=job_links)

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

						# print the top 30 most common test errors
						snake_case							:	Optional[Any]					      =				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)

						snake_case							:	List[Any]					      =				reduce_by_error(errors)
						snake_case							:	str					      =				reduce_by_model(errors)

						snake_case							:	List[Any]					      =				make_github_table(reduced_by_error)
						snake_case							:	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
from math import ceil, sqrt






def 							__lowercase       (			__lowerCAmelCase							:    int = 1_0_0_0_0_0_0 ,   __lowerCAmelCase							:    int = 1_0       ):
							a__					=					defaultdict(__lowerCAmelCase       )

							for outer_width in range(3 ,   (t_limit // 4) + 2       ):
														if outer_width * outer_width > t_limit:
																					a__					=					max(
																					    ceil(sqrt(outer_width * outer_width - t_limit       )       ) ,   1       )
														else:
																					a__					=					1

														hole_width_lower_bound += (outer_width - hole_width_lower_bound) % 2

														for hole_width in range(__lowerCAmelCase ,   outer_width - 1 ,   2       ):
																					count[outer_width * outer_width - hole_width * hole_width] += 1

							return sum(1 for n in count.values() if 1 <= n <= 1_0       )


if __name__ == "__main__":
						print(f"""{solution() = }""")




