






"""simple docstring"""

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

import requests






def _lowerCAmelCase	(  __lowerCamelCase:Tuple ,						__lowerCamelCase:Optional[int]=None   ):

						'''simple docstring'''






						__magic_name__            =     None
						if token is not None:
												__magic_name__            =     {"Accept": "application/vnd.github+json", "Authorization": f'''Bearer {token}'''}

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

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

												for i in range(__lowerCamelCase   ):
																		__magic_name__            =     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 _lowerCAmelCase	(  __lowerCamelCase:Union[str, Any] ,						__lowerCamelCase:Optional[Any]=None   ):

						'''simple docstring'''






						__magic_name__            =     None
						if token is not None:
												__magic_name__            =     {"Accept": "application/vnd.github+json", "Authorization": f'''Bearer {token}'''}

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

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

												for i in range(__lowerCamelCase   ):
																		__magic_name__            =     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 _lowerCAmelCase	(  __lowerCamelCase:List[Any] ,						__lowerCamelCase:Optional[Any] ,						__lowerCamelCase:List[str] ,						__lowerCamelCase:Optional[int]   ):

						'''simple docstring'''






						__magic_name__            =     None
						if token is not None:
												__magic_name__            =     {"Accept": "application/vnd.github+json", "Authorization": f'''Bearer {token}'''}

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






def _lowerCAmelCase	(  __lowerCamelCase:Tuple ,						__lowerCamelCase:List[Any]=None   ):

						'''simple docstring'''






						__magic_name__            =     []
						__magic_name__            =     []
						__magic_name__            =     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:
																																										__magic_name__            =     line.decode("UTF-8"   ).strip()
																																										if filename == "failures_line.txt":
																																																try:
																																																						# `error_line` is the place where `error` occurs
																																																						__magic_name__            =     line[: line.index(": "   )]
																																																						__magic_name__            =     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
																																																__magic_name__            =     line[len("FAILED "   ) :]
																																																failed_tests.append(__lowerCamelCase   )
																																										elif filename == "job_name.txt":
																																																__magic_name__            =     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."   )

						__magic_name__            =     None
						if job_name and job_links:
												__magic_name__            =     job_links.get(__lowerCamelCase ,						__lowerCamelCase   )

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

						return result






def _lowerCAmelCase	(  __lowerCamelCase:Any ,						__lowerCamelCase:List[str]=None   ):

						'''simple docstring'''






						__magic_name__            =     []

						__magic_name__            =     [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 _lowerCAmelCase	(  __lowerCamelCase:Any ,						__lowerCamelCase:List[str]=None   ):

						'''simple docstring'''






						__magic_name__            =     Counter()
						counter.update([x[1] for x in logs]   )
						__magic_name__            =     counter.most_common()
						__magic_name__            =     {}
						for error, count in counts:
												if error_filter is None or error not in error_filter:
																		__magic_name__            =     {"count": count, "failed_tests": [(x[2], x[0]) for x in logs if x[1] == error]}

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






def _lowerCAmelCase	(  __lowerCamelCase:List[str]   ):

						'''simple docstring'''






						__magic_name__            =     test.split("::"   )[0]
						if test.startswith("tests/models/"   ):
												__magic_name__            =     test.split("/"   )[2]
						else:
												__magic_name__            =     None

						return test






def _lowerCAmelCase	(  __lowerCamelCase:Dict ,						__lowerCamelCase:Optional[int]=None   ):

						'''simple docstring'''






						__magic_name__            =     [(x[0], x[1], get_model(x[2]   )) for x in logs]
						__magic_name__            =     [x for x in logs if x[2] is not None]
						__magic_name__            =     {x[2] for x in logs}

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

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






def _lowerCAmelCase	(  __lowerCamelCase:List[Any]   ):

						'''simple docstring'''






						__magic_name__            =     "| no. | error | status |"
						__magic_name__            =     "|-:|:-|:-|"
						__magic_name__            =     [header, sep]
						for error in reduced_by_error:
												__magic_name__            =     reduced_by_error[error]["count"]
												__magic_name__            =     f'''| {count} | {error[:1_0_0]} |  |'''
												lines.append(__lowerCamelCase   )

						return "\n".join(__lowerCamelCase   )






def _lowerCAmelCase	(  __lowerCamelCase:Optional[Any]   ):

						'''simple docstring'''






						__magic_name__            =     "| model | no. of errors | major error | count |"
						__magic_name__            =     "|-:|-:|-:|-:|"
						__magic_name__            =     [header, sep]
						for model in reduced_by_model:
												__magic_name__            =     reduced_by_model[model]["count"]
												__magic_name__      ,    __magic_name__            =     list(reduced_by_model[model]["errors"].items()   )[0]
												__magic_name__            =     f'''| {model} | {count} | {error[:6_0]} | {_count} |'''
												lines.append(__lowerCamelCase   )

						return "\n".join(__lowerCamelCase   )


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)











"""simple docstring"""

def _lowerCAmelCase	(  __lowerCamelCase:int   ):

						'''simple docstring'''






						if number < 0:
												raise ValueError("number must not be negative"   )
						return number & (number - 1) == 0


if __name__ == "__main__":
			import doctest

			doctest.testmod()



