


"""simple docstring"""


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

import requests


def _lowerCamelCase      (						_UpperCamelCase       ,					_UpperCamelCase=None ):

			'''simple docstring'''




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

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

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

						for i in range(_UpperCamelCase ):
									__lowerCAmelCase							       =     requests.get(url + f"&page={i + 2}"       ,					headers=_UpperCamelCase ).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      (						_UpperCamelCase       ,					_UpperCamelCase=None ):

			'''simple docstring'''




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

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

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

						for i in range(_UpperCamelCase ):
									__lowerCAmelCase							       =     requests.get(url + f"&page={i + 2}"       ,					headers=_UpperCamelCase ).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      (						_UpperCamelCase       ,					_UpperCamelCase       ,					_UpperCamelCase       ,					_UpperCamelCase ):

			'''simple docstring'''




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

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


def _lowerCamelCase      (						_UpperCamelCase       ,					_UpperCamelCase=None ):

			'''simple docstring'''




			__lowerCAmelCase							       =     []
			__lowerCAmelCase							       =     []
			__lowerCAmelCase							       =     None

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

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

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

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

			return result


def _lowerCamelCase      (						_UpperCamelCase       ,					_UpperCamelCase=None ):

			'''simple docstring'''




			__lowerCAmelCase							       =     []

			__lowerCAmelCase							       =     [os.path.join(_UpperCamelCase       ,					_UpperCamelCase ) for p in os.listdir(_UpperCamelCase ) if p.endswith(".zip" )]
			for p in paths:
						errors.extend(get_errors_from_single_artifact(_UpperCamelCase       ,					job_links=_UpperCamelCase ) )

			return errors


def _lowerCamelCase      (						_UpperCamelCase       ,					_UpperCamelCase=None ):

			'''simple docstring'''




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

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


def _lowerCamelCase      (						_UpperCamelCase ):

			'''simple docstring'''




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

			return test


def _lowerCamelCase      (						_UpperCamelCase       ,					_UpperCamelCase=None ):

			'''simple docstring'''




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

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

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


def _lowerCamelCase      (						_UpperCamelCase ):

			'''simple docstring'''




			__lowerCAmelCase							       =     "| no. | error | status |"
			__lowerCAmelCase							       =     "|-:|:-|:-|"
			__lowerCAmelCase							       =     [header, sep]
			for error in reduced_by_error:
						__lowerCAmelCase							       =     reduced_by_error[error]["count"]
						__lowerCAmelCase							       =     f"| {count} | {error[:100]} |  |"
						lines.append(_UpperCamelCase )

			return "\n".join(_UpperCamelCase )


def _lowerCamelCase      (						_UpperCamelCase ):

			'''simple docstring'''




			__lowerCAmelCase							       =     "| model | no. of errors | major error | count |"
			__lowerCAmelCase							       =     "|-:|-:|-:|-:|"
			__lowerCAmelCase							       =     [header, sep]
			for model in reduced_by_model:
						__lowerCAmelCase							       =     reduced_by_model[model]["count"]
						__lowerCAmelCase       ,      __lowerCAmelCase							       =     list(reduced_by_model[model]["errors"].items() )[0]
						__lowerCAmelCase							       =     f"| {model} | {count} | {error[:60]} | {_count} |"
						lines.append(_UpperCamelCase )

			return "\n".join(_UpperCamelCase )


if __name__ == "__main__":
	A	:  str            =     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.")
	A	:  Dict            =     parser.parse_args()

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

	A	:  Union[str, Any]            =     get_job_links(args.workflow_run_id, token=args.token)
	A	:  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:
				A	:  Optional[int]            =     k.find(" / ")
				A	:  Dict            =     k[index + len(" / ") :]
			A	:  Optional[int]            =     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)

	A	:  List[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)

	A	:  Optional[int]            =     get_all_errors(args.output_dir, job_links=job_links)

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

	# print the top 30 most common test errors
	A	:  List[str]            =     counter.most_common(3_0)
	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)

	A	:  Optional[Any]            =     reduce_by_error(errors)
	A	:  Optional[int]            =     reduce_by_model(errors)

	A	:  str            =     make_github_table(reduced_by_error)
	A	:  Dict            =     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"""


from pathlib import PurePosixPath
from typing import Optional

import fsspec
from fsspec import AbstractFileSystem
from huggingface_hub.hf_api import DatasetInfo

from ..utils.file_utils import get_authentication_headers_for_url
from ..utils.hub import hf_hub_url
class     _UpperCamelCase    (  lowerCAmelCase__						):
							'''simple docstring'''







							__UpperCAmelCase		:       Union[str, Any]							 =""""""
							__UpperCAmelCase		:       Optional[int]							 ="""hf-legacy"""  # "hf://"" is reserved for hffs

							def __init__(	self       ,  __a = None       ,  __a = None       ,  **__a       ,  ):
										super().__init__(self       ,  **__a      )
										__lowerCAmelCase							       =     repo_info
										__lowerCAmelCase							       =     token
										__lowerCAmelCase							       =     None

							def      snake_case							(	self      ):
										if self.dir_cache is None:
													__lowerCAmelCase							       =     {}
													for hf_file in self.repo_info.siblings:
																# TODO(QL): add sizes
																__lowerCAmelCase							       =     {
																    "name": hf_file.rfilename,
																    "size": None,
																    "type": "file",
																}
																self.dir_cache.update(
																    {
																        str(__a      ): {"name": str(__a      ), "size": None, "type": "directory"}
																        for d in list(PurePosixPath(hf_file.rfilename      ).parents      )[:-1]
																    }      )

							def      snake_case							(	self       ,  __a       ,  __a = "rb"       ,  **__a       ,  ):
										if not isinstance(self.repo_info       ,  __a      ):
													raise NotImplementedError(f"Open is only implemented for dataset repositories, but got {self.repo_info}"      )
										__lowerCAmelCase							       =     hf_hub_url(self.repo_info.id       ,  __a       ,  revision=self.repo_info.sha      )
										return fsspec.open(
										    __a       ,  mode=__a       ,  headers=get_authentication_headers_for_url(__a       ,  use_auth_token=self.token      )       ,  client_kwargs={"trust_env": True}       ,  ).open()

							def      snake_case							(	self       ,  __a       ,  **__a      ):
										self._get_dirs()
										__lowerCAmelCase							       =     self._strip_protocol(__a      )
										if path in self.dir_cache:
													return self.dir_cache[path]
										else:
													raise FileNotFoundError(__a      )



							def      snake_case							(	self       ,  __a       ,  __a=False       ,  **__a      ):
										self._get_dirs()
										__lowerCAmelCase							       =     PurePosixPath(path.strip("/"      )      )
										__lowerCAmelCase							       =     {}
										for p, f in self.dir_cache.items():
													__lowerCAmelCase							       =     PurePosixPath(p.strip("/"      )      )
													__lowerCAmelCase							       =     p.parent
													if root == path:
																__lowerCAmelCase							       =     f
										__lowerCAmelCase							       =     list(paths.values()      )
										if detail:
													return out
										else:
													return sorted(f["name"] for f in out      )




