


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		)    ->				Optional[Any]:






      '''simple docstring'''

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

      lowerCamelCase__:						Dict							   = f"""https://api.github.com/repos/huggingface/transformers/actions/runs/{workflow_run_id}/jobs?per_page=100"""
      lowerCamelCase__:						Optional[Any]							   = requests.get(lowerCamelCase_       ,			headers=lowerCamelCase_		).json()
      lowerCamelCase__:						str							   = {}

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

            for i in range(lowerCamelCase_		):
                  lowerCamelCase__:						List[str]							   = 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   (							_UpperCamelCase       ,			_UpperCamelCase=None		)    ->				int:






      '''simple docstring'''

      lowerCamelCase__:						Optional[int]							   = None
      if token is not None:
            lowerCamelCase__:						Union[str, Any]							   = {'Accept': 'application/vnd.github+json', 'Authorization': f"""Bearer {token}"""}

      lowerCamelCase__:						Dict							   = f"""https://api.github.com/repos/huggingface/transformers/actions/runs/{worflow_run_id}/artifacts?per_page=100"""
      lowerCamelCase__:						List[Any]							   = requests.get(lowerCamelCase_       ,			headers=lowerCamelCase_		).json()
      lowerCamelCase__:						Any							   = {}

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

            for i in range(lowerCamelCase_		):
                  lowerCamelCase__:						Union[str, Any]							   = 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   (							_UpperCamelCase       ,			_UpperCamelCase       ,			_UpperCamelCase       ,			_UpperCamelCase		)    ->				Optional[int]:






      '''simple docstring'''

      lowerCamelCase__:						List[Any]							   = None
      if token is not None:
            lowerCamelCase__:						str							   = {'Accept': 'application/vnd.github+json', 'Authorization': f"""Bearer {token}"""}

      lowerCamelCase__:						Dict							   = requests.get(lowerCamelCase_       ,			headers=lowerCamelCase_       ,			allow_redirects=lowerCamelCase_		)
      lowerCamelCase__:						Union[str, Any]							   = result.headers['Location']
      lowerCamelCase__:						Dict							   = requests.get(lowerCamelCase_       ,			allow_redirects=lowerCamelCase_		)
      lowerCamelCase__:						Tuple							   = os.path.join(lowerCamelCase_       ,			f"""{artifact_name}.zip"""		)
      with open(lowerCamelCase_       ,			"""wb"""		) as fp:
            fp.write(response.content		)

def 		__lowerCAmelCase   (							_UpperCamelCase       ,			_UpperCamelCase=None		)    ->				List[str]:






      '''simple docstring'''

      lowerCamelCase__:						List[str]							   = []
      lowerCamelCase__:						List[Any]							   = []
      lowerCamelCase__:						Optional[Any]							   = 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:
                                          lowerCamelCase__:						str							   = line.decode("""UTF-8"""		).strip()
                                          if filename == "failures_line.txt":
                                                try:
                                                      # `error_line` is the place where `error` occurs
                                                      lowerCamelCase__:						Dict							   = line[: line.index(""": """		)]
                                                      lowerCamelCase__:						Union[str, Any]							   = 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__:						Union[str, Any]							   = line[len("""FAILED """		) :]
                                                failed_tests.append(lowerCamelCase_		)
                                          elif filename == "job_name.txt":
                                                lowerCamelCase__:						List[Any]							   = 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."""		)

      lowerCamelCase__:						Dict							   = None
      if job_name and job_links:
            lowerCamelCase__:						Tuple							   = job_links.get(lowerCamelCase_       ,			lowerCamelCase_		)

      # A list with elements of the form (line of error, error, failed test)
      lowerCamelCase__:						List[str]							   = [x + [y] + [job_link] for x, y in zip(lowerCamelCase_       ,			lowerCamelCase_		)]

      return result

def 		__lowerCAmelCase   (							_UpperCamelCase       ,			_UpperCamelCase=None		)    ->				str:






      '''simple docstring'''

      lowerCamelCase__:						Optional[int]							   = []

      lowerCamelCase__:						Union[str, Any]							   = [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   (							_UpperCamelCase       ,			_UpperCamelCase=None		)    ->				List[Any]:






      '''simple docstring'''

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

      lowerCamelCase__:						Union[str, Any]							   = dict(sorted(r.items()       ,			key=lambda _UpperCamelCase		: item[1]["count"]       ,			reverse=lowerCamelCase_		)		)
      return r

def 		__lowerCAmelCase   (							_UpperCamelCase		)    ->				Dict:






      '''simple docstring'''

      lowerCamelCase__:						Optional[int]							   = test.split("""::"""		)[0]
      if test.startswith("""tests/models/"""		):
            lowerCamelCase__:						Tuple							   = test.split("""/"""		)[2]
      else:
            lowerCamelCase__:						str							   = None

      return test

def 		__lowerCAmelCase   (							_UpperCamelCase       ,			_UpperCamelCase=None		)    ->				Optional[Any]:






      '''simple docstring'''

      lowerCamelCase__:						Dict							   = [(x[0], x[1], get_model(x[2]		)) for x in logs]
      lowerCamelCase__:						Dict							   = [x for x in logs if x[2] is not None]
      lowerCamelCase__:						Optional[int]							   = {x[2] for x in logs}

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

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

def 		__lowerCAmelCase   (							_UpperCamelCase		)    ->				Any:






      '''simple docstring'''

      lowerCamelCase__:						int							   = '| no. | error | status |'
      lowerCamelCase__:						int							   = '|-:|:-|:-|'
      lowerCamelCase__:						Union[str, Any]							   = [header, sep]
      for error in reduced_by_error:
            lowerCamelCase__:						str							   = reduced_by_error[error]['count']
            lowerCamelCase__:						Dict							   = f"""| {count} | {error[:100]} |  |"""
            lines.append(lowerCamelCase_		)

      return "\n".join(lowerCamelCase_		)

def 		__lowerCAmelCase   (							_UpperCamelCase		)    ->				Dict:






      '''simple docstring'''

      lowerCamelCase__:						str							   = '| model | no. of errors | major error | count |'
      lowerCamelCase__:						Tuple							   = '|-:|-:|-:|-:|'
      lowerCamelCase__:						List[Any]							   = [header, sep]
      for model in reduced_by_model:
            lowerCamelCase__:						str							   = reduced_by_model[model]['count']
            lowerCamelCase__:						Dict							   = list(reduced_by_model[model]["""errors"""].items()		)[0]
            lowerCamelCase__:						Dict							   = f"""| {model} | {count} | {error[:60]} | {_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)










import os

try:
 from .build_directory_md import good_file_paths
except ImportError:
 from build_directory_md import good_file_paths  # type: ignore

SCREAMING_SNAKE_CASE			: int				   =					list(good_file_paths())
assert filepaths, "good_file_paths() failed!"

SCREAMING_SNAKE_CASE			: Dict				   =					[file for file in filepaths if file != file.lower()]
if upper_files:
 print(F"{len(upper_files)} files contain uppercase characters:")
 print("\n".join(upper_files) + "\n")

SCREAMING_SNAKE_CASE			: List[Any]				   =					[file for file in filepaths if " " in file]
if space_files:
 print(F"{len(space_files)} files contain space characters:")
 print("\n".join(space_files) + "\n")

SCREAMING_SNAKE_CASE			: Any				   =					[file for file in filepaths if "-" in file]
if hyphen_files:
 print(F"{len(hyphen_files)} files contain hyphen characters:")
 print("\n".join(hyphen_files) + "\n")

SCREAMING_SNAKE_CASE			: str				   =					[file for file in filepaths if os.sep not in file]
if nodir_files:
 print(F"{len(nodir_files)} files are not in a directory:")
 print("\n".join(nodir_files) + "\n")

SCREAMING_SNAKE_CASE			: Tuple				   =					len(upper_files + space_files + hyphen_files + nodir_files)
if bad_files:
 import sys

 sys.exit(bad_files)


