



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

import requests



def    snake_case_				(    _SCREAMING_SNAKE_CASE  ,	_SCREAMING_SNAKE_CASE=None   ):
	__lowercase		       =			None
	if token is not None:
		__lowercase		       =			{"Accept": "application/vnd.github+json", "Authorization": F"""Bearer {token}"""}

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

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

		for i in range(_SCREAMING_SNAKE_CASE   ):
			__lowercase		       =			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    snake_case_				(    _SCREAMING_SNAKE_CASE  ,	_SCREAMING_SNAKE_CASE=None   ):
	__lowercase		       =			None
	if token is not None:
		__lowercase		       =			{"Accept": "application/vnd.github+json", "Authorization": F"""Bearer {token}"""}

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

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

		for i in range(_SCREAMING_SNAKE_CASE   ):
			__lowercase		       =			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    snake_case_				(    _SCREAMING_SNAKE_CASE  ,	_SCREAMING_SNAKE_CASE  ,	_SCREAMING_SNAKE_CASE  ,	_SCREAMING_SNAKE_CASE   ):
	__lowercase		       =			None
	if token is not None:
		__lowercase		       =			{"Accept": "application/vnd.github+json", "Authorization": F"""Bearer {token}"""}

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



def    snake_case_				(    _SCREAMING_SNAKE_CASE  ,	_SCREAMING_SNAKE_CASE=None   ):
	__lowercase		       =			[]
	__lowercase		       =			[]
	__lowercase		       =			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:
							__lowercase		       =			line.decode("UTF-8"   ).strip()
							if filename == "failures_line.txt":
								try:
									# `error_line` is the place where `error` occurs
									__lowercase		       =			line[: line.index(": "   )]
									__lowercase		       =			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
								__lowercase		       =			line[len("FAILED "   ) :]
								failed_tests.append(_SCREAMING_SNAKE_CASE   )
							elif filename == "job_name.txt":
								__lowercase		       =			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."   )

	__lowercase		       =			None
	if job_name and job_links:
		__lowercase		       =			job_links.get(_SCREAMING_SNAKE_CASE  ,	_SCREAMING_SNAKE_CASE   )

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

	return result



def    snake_case_				(    _SCREAMING_SNAKE_CASE  ,	_SCREAMING_SNAKE_CASE=None   ):
	__lowercase		       =			[]

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

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



def    snake_case_				(    _SCREAMING_SNAKE_CASE   ):
	__lowercase		       =			test.split("::"   )[0]
	if test.startswith("tests/models/"   ):
		__lowercase		       =			test.split("/"   )[2]
	else:
		__lowercase		       =			None

	return test



def    snake_case_				(    _SCREAMING_SNAKE_CASE  ,	_SCREAMING_SNAKE_CASE=None   ):
	__lowercase		       =			[(x[0], x[1], get_model(x[2]   )) for x in logs]
	__lowercase		       =			[x for x in logs if x[2] is not None]
	__lowercase		       =			{x[2] for x in logs}

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

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



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

	return "\n".join(_SCREAMING_SNAKE_CASE   )



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

	return "\n".join(_SCREAMING_SNAKE_CASE   )


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

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

	snake_case__					:     List[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__					:     Dict    		=   k.find(""" / """)
				snake_case__					:     Optional[int]    		=   k[index + len(""" / """) :]
			snake_case__					:     Optional[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)

	snake_case__					:     str    		=   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__					:     int    		=   get_all_errors(args.output_dir, job_links=job_links)

	# `e[1]` is the error
	snake_case__					:     Optional[int]    		=   Counter()
	counter.update([e[1] for e in errors])

	# print the top 30 most common test errors
	snake_case__					:     Tuple    		=   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__					:     Union[str, Any]    		=   reduce_by_error(errors)
	snake_case__					:     Optional[int]    		=   reduce_by_model(errors)

	snake_case__					:     Optional[Any]    		=   make_github_table(reduced_by_error)
	snake_case__					:     Union[str, Any]    		=   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 ....utils import logging


snake_case__					:     List[Any]    		=   logging.get_logger(__name__)

class   _A   ( _lowercase	):


						'''simple docstring'''





						def __init__(	self	:							List[str]							,      lowerCamelCase	:							Any							,      lowerCamelCase	:							Dict=None							,      lowerCamelCase	:							Dict=2_048	):






							'''simple docstring'''



							__lowercase		       =			config.__dict__
							__lowercase		       =			modal_hidden_size
							if num_labels:
								__lowercase		       =			num_labels



