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

import requests


def    A (      lowercase					, lowercase=None				)     ->						Tuple:
		'''simple docstring'''

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

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

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

				for i in range(lowercase				):
						UpperCamelCase						=  requests.get(url + f"&page={i + 2}"					, headers=lowercase				).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    A (      lowercase					, lowercase=None				)     ->						List[Any]:
		'''simple docstring'''

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

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

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

				for i in range(lowercase				):
						UpperCamelCase						=  requests.get(url + f"&page={i + 2}"					, headers=lowercase				).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    A (      lowercase					, lowercase					, lowercase					, lowercase				)     ->						Optional[int]:
		'''simple docstring'''

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

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


def    A (      lowercase					, lowercase=None				)     ->						Any:
		'''simple docstring'''

		UpperCamelCase						=  []
		UpperCamelCase						=  []
		UpperCamelCase						=  None

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

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

		UpperCamelCase						=  None
		if job_name and job_links:
				UpperCamelCase						=  job_links.get(lowercase					, lowercase				)

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

		return result


def    A (      lowercase					, lowercase=None				)     ->						Union[str, Any]:
		'''simple docstring'''

		UpperCamelCase						=  []

		UpperCamelCase						=  [os.path.join(lowercase					, lowercase				) for p in os.listdir(lowercase				) if p.endswith('.zip'				)]
		for p in paths:
				errors.extend(get_errors_from_single_artifact(lowercase					, job_links=lowercase				)				)

		return errors


def    A (      lowercase					, lowercase=None				)     ->						Any:
		'''simple docstring'''

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

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


def    A (      lowercase				)     ->						List[str]:
		'''simple docstring'''

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

		return test


def    A (      lowercase					, lowercase=None				)     ->						List[Any]:
		'''simple docstring'''

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

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

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


def    A (      lowercase				)     ->						Any:
		'''simple docstring'''

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

		return "\n".join(lowercase				)


def    A (      lowercase				)     ->						Optional[Any]:
		'''simple docstring'''

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

		return "\n".join(lowercase				)


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

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

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

					_UpperCAmelCase      :				int          = 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)

					_UpperCAmelCase      :				str          = get_all_errors(args.output_dir, job_links=job_links)

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

					# print the top 30 most common test errors
					_UpperCAmelCase      :				Dict          = 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)

					_UpperCAmelCase      :				str          = reduce_by_error(errors)
					_UpperCAmelCase      :				Union[str, Any]          = reduce_by_model(errors)

					_UpperCAmelCase      :				Tuple          = make_github_table(reduced_by_error)
					_UpperCAmelCase      :				int          = 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)


def    A (      lowercase				)     ->						str:
		'''simple docstring'''

		UpperCamelCase						=  int(lowercase				)
		if decimal in (0, 1):  # Exit cases for the recursion
				return str(lowercase				)
		UpperCamelCase			,						UpperCamelCase						=  divmod(lowercase					, 2				)
		return binary_recursive(lowercase				) + str(lowercase				)


def    A (      lowercase				)     ->						str:
		'''simple docstring'''

		UpperCamelCase						=  str(lowercase				).strip()
		if not number:
				raise ValueError('No input value was provided'				)
		UpperCamelCase						=  '-' if number.startswith('-'				) else ''
		UpperCamelCase						=  number.lstrip('-'				)
		if not number.isnumeric():
				raise ValueError('Input value is not an integer'				)
		return f'''{negative}0b{binary_recursive(int(lowercase				)				)}'''


if __name__ == "__main__":
					from doctest import testmod

					testmod()
