





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

import requests



def 	A_       (  _lowerCAmelCase							,     _lowerCAmelCase=None  )		->				Union[str, Any]:
 UpperCamelCase			:      List[str] 			=     None
 if token is not None:
  UpperCamelCase			:      int 			=     {"Accept": "application/vnd.github+json", "Authorization": F"""Bearer {token}"""}

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

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

  for i in range(_lowerCAmelCase  ):
   UpperCamelCase			:      Dict 			=     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 	A_       (  _lowerCAmelCase							,     _lowerCAmelCase=None  )		->				Dict:
 UpperCamelCase			:      int 			=     None
 if token is not None:
  UpperCamelCase			:      str 			=     {"Accept": "application/vnd.github+json", "Authorization": F"""Bearer {token}"""}

 UpperCamelCase			:      Optional[int] 			=     F"""https://api.github.com/repos/huggingface/transformers/actions/runs/{worflow_run_id}/artifacts?per_page=100"""
 UpperCamelCase			:      List[str] 			=     requests.get(_lowerCAmelCase							,     headers=_lowerCAmelCase  ).json()
 UpperCamelCase			:      Dict 			=     {}

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

  for i in range(_lowerCAmelCase  ):
   UpperCamelCase			:      List[str] 			=     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 	A_       (  _lowerCAmelCase							,     _lowerCAmelCase							,     _lowerCAmelCase							,     _lowerCAmelCase  )		->				int:
 UpperCamelCase			:      str 			=     None
 if token is not None:
  UpperCamelCase			:      List[Any] 			=     {"Accept": "application/vnd.github+json", "Authorization": F"""Bearer {token}"""}

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



def 	A_       (  _lowerCAmelCase							,     _lowerCAmelCase=None  )		->				Dict:
 UpperCamelCase			:      List[Any] 			=     []
 UpperCamelCase			:      int 			=     []
 UpperCamelCase			:      Optional[int] 			=     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:
       UpperCamelCase			:      int 			=     line.decode("UTF-8"  ).strip()
       if filename == "failures_line.txt":
        try:
         # `error_line` is the place where `error` occurs
         UpperCamelCase			:      Any 			=     line[: line.index(": "  )]
         UpperCamelCase			:      Optional[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
        UpperCamelCase			:      Dict 			=     line[len("FAILED "  ) :]
        failed_tests.append(_lowerCAmelCase  )
       elif filename == "job_name.txt":
        UpperCamelCase			:      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."  )

 UpperCamelCase			:      Optional[int] 			=     None
 if job_name and job_links:
  UpperCamelCase			:      Optional[Any] 			=     job_links.get(_lowerCAmelCase							,     _lowerCAmelCase  )

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

 return result



def 	A_       (  _lowerCAmelCase							,     _lowerCAmelCase=None  )		->				List[str]:
 UpperCamelCase			:      Any 			=     []

 UpperCamelCase			:      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 	A_       (  _lowerCAmelCase							,     _lowerCAmelCase=None  )		->				Union[str, Any]:
 UpperCamelCase			:      Optional[int] 			=     Counter()
 counter.update([x[1] for x in logs]  )
 UpperCamelCase			:      Optional[Any] 			=     counter.most_common()
 UpperCamelCase			:      Union[str, Any] 			=     {}
 for error, count in counts:
  if error_filter is None or error not in error_filter:
   UpperCamelCase			:      str 			=     {"count": count, "failed_tests": [(x[2], x[0]) for x in logs if x[1] == error]}

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



def 	A_       (  _lowerCAmelCase  )		->				int:
 UpperCamelCase			:      List[Any] 			=     test.split("::"  )[0]
 if test.startswith("tests/models/"  ):
  UpperCamelCase			:      int 			=     test.split("/"  )[2]
 else:
  UpperCamelCase			:      Optional[int] 			=     None

 return test



def 	A_       (  _lowerCAmelCase							,     _lowerCAmelCase=None  )		->				Tuple:
 UpperCamelCase			:      Dict 			=     [(x[0], x[1], get_model(x[2]  )) for x in logs]
 UpperCamelCase			:      Optional[Any] 			=     [x for x in logs if x[2] is not None]
 UpperCamelCase			:      str 			=     {x[2] for x in logs}

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

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



def 	A_       (  _lowerCAmelCase  )		->				Union[str, Any]:
 UpperCamelCase			:      Optional[Any] 			=     "| no. | error | status |"
 UpperCamelCase			:      Union[str, Any] 			=     "|-:|:-|:-|"
 UpperCamelCase			:      int 			=     [header, sep]
 for error in reduced_by_error:
  UpperCamelCase			:      List[Any] 			=     reduced_by_error[error]["count"]
  UpperCamelCase			:      Optional[Any] 			=     F"""| {count} | {error[:100]} |  |"""
  lines.append(_lowerCAmelCase  )

 return "\n".join(_lowerCAmelCase  )



def 	A_       (  _lowerCAmelCase  )		->				Optional[Any]:
 UpperCamelCase			:      Optional[Any] 			=     "| model | no. of errors | major error | count |"
 UpperCamelCase			:      str 			=     "|-:|-:|-:|-:|"
 UpperCamelCase			:      int 			=     [header, sep]
 for model in reduced_by_model:
  UpperCamelCase			:      str 			=     reduced_by_model[model]["count"]
  UpperCamelCase			,					UpperCamelCase			:      Optional[int] 			=     list(reduced_by_model[model]["errors"].items()  )[0]
  UpperCamelCase			:      Tuple 			=     F"""| {model} | {count} | {error[:60]} | {_count} |"""
  lines.append(_lowerCAmelCase  )

 return "\n".join(_lowerCAmelCase  )


if __name__ == "__main__":
    __lowerCamelCase :  Optional[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.""")
    __lowerCamelCase :  Any										=  parser.parse_args()

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

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

    __lowerCamelCase :  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)

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

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

    # print the top 30 most common test errors
    __lowerCamelCase :  List[Any]										=  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)

    __lowerCamelCase :  Any										=  reduce_by_error(errors)
    __lowerCamelCase :  List[str]										=  reduce_by_model(errors)

    __lowerCamelCase :  List[str]										=  make_github_table(reduced_by_error)
    __lowerCamelCase :  List[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)







import logging
import os
import threading
import time


try:
    import warnings
except ImportError:
    __lowerCamelCase :  str										=  None

try:
    import msvcrt
except ImportError:
    __lowerCamelCase :  str										=  None

try:
    import fcntl
except ImportError:
    __lowerCamelCase :  List[Any]										=  None


# Backward compatibility
# ------------------------------------------------
try:
    TimeoutError
except NameError:
    __lowerCamelCase :  Union[str, Any]										=  OSError


# Data
# ------------------------------------------------
__lowerCamelCase :  str										=  [
    """Timeout""",
    """BaseFileLock""",
    """WindowsFileLock""",
    """UnixFileLock""",
    """SoftFileLock""",
    """FileLock""",
]

__lowerCamelCase :  Union[str, Any]										=  """3.0.12"""


__lowerCamelCase :  Any										=  None



def 	A_       (  )		->				List[Any]:
 global _logger
 UpperCamelCase			:      Any 			=     _logger or logging.getLogger(__name__  )
 return _logger



class       A__     ( __snake_case    ):





      def __init__(				self ,							A_     ):
       '''simple docstring'''




       UpperCamelCase			:      Optional[int] 			=     lock_file
       return None





      def __str__(				self     ):
       '''simple docstring'''




       UpperCamelCase			:      Union[str, Any] 			=     F"""The file lock '{self.lock_file}' could not be acquired."""
       return temp



class       A__     :





      def __init__(				self ,							A_     ):
       '''simple docstring'''




       UpperCamelCase			:      Dict 			=     lock
       return None





      def __enter__(				self     ):
       '''simple docstring'''




       return self.lock





      def __exit__(				self ,							A_ ,							A_ ,							A_     ):
       '''simple docstring'''




       self.lock.release()
       return None



class       A__     :





      def __init__(				self ,							A_ ,							A_=-1 ,							A_=None     ):
       '''simple docstring'''




       UpperCamelCase			:      List[Any] 			=     max_filename_length if max_filename_length is not None else 255
       # Hash the filename if it's too long
       UpperCamelCase			:      Dict 			=     self.hash_filename_if_too_long(A_ ,							A_     )
       # The path to the lock file.
       UpperCamelCase			:      List[Any] 			=     lock_file

       # The file descriptor for the *_lock_file* as it is returned by the
       # os.open() function.
       # This file lock is only NOT None, if the object currently holds the
       # lock.
       UpperCamelCase			:      Tuple 			=     None

       # The default timeout value.
       UpperCamelCase			:      Optional[Any] 			=     timeout

       # We use this lock primarily for the lock counter.
       UpperCamelCase			:      Union[str, Any] 			=     threading.Lock()

       # The lock counter is used for implementing the nested locking
       # mechanism. Whenever the lock is acquired, the counter is increased and
       # the lock is only released, when this value is 0 again.
       UpperCamelCase			:      Dict 			=     0
       return None





      @property
      def  __UpperCamelCase(				self     ):
       '''simple docstring'''




       return self._lock_file





      @property
      def  __UpperCamelCase(				self     ):
       '''simple docstring'''




       return self._timeout





      @timeout.setter
      def  __UpperCamelCase(				self ,							A_     ):
       '''simple docstring'''




       UpperCamelCase			:      Dict 			=     float(A_     )
       return None





      def  __UpperCamelCase(				self     ):
       '''simple docstring'''




       raise NotImplementedError()





      def  __UpperCamelCase(				self     ):
       '''simple docstring'''




       raise NotImplementedError()





      @property
      def  __UpperCamelCase(				self     ):
       '''simple docstring'''




       return self._lock_file_fd is not None





      def  __UpperCamelCase(				self ,							A_=None ,							A_=0.05     ):
       '''simple docstring'''




       if timeout is None:
        UpperCamelCase			:      Optional[Any] 			=     self.timeout

       # Increment the number right at the beginning.
       # We can still undo it, if something fails.
       with self._thread_lock:
        self._lock_counter += 1

       UpperCamelCase			:      Dict 			=     id(self     )
       UpperCamelCase			:      List[str] 			=     self._lock_file
       UpperCamelCase			:      int 			=     time.time()
       try:
        while True:
         with self._thread_lock:
          if not self.is_locked:
           logger().debug(F"""Attempting to acquire lock {lock_id} on {lock_filename}"""     )
           self._acquire()

         if self.is_locked:
          logger().debug(F"""Lock {lock_id} acquired on {lock_filename}"""     )
          break
         elif timeout >= 0 and time.time() - start_time > timeout:
          logger().debug(F"""Timeout on acquiring lock {lock_id} on {lock_filename}"""     )
          raise Timeout(self._lock_file     )
         else:
          logger().debug(
              F"""Lock {lock_id} not acquired on {lock_filename}, waiting {poll_intervall} seconds ..."""     )
          time.sleep(A_     )
       except:  # noqa
        # Something did go wrong, so decrement the counter.
        with self._thread_lock:
         UpperCamelCase			:      List[Any] 			=     max(0 ,							self._lock_counter - 1     )

        raise
       return _Acquire_ReturnProxy(lock=self     )





      def  __UpperCamelCase(				self ,							A_=False     ):
       '''simple docstring'''




       with self._thread_lock:
        if self.is_locked:
         self._lock_counter -= 1

         if self._lock_counter == 0 or force:
          UpperCamelCase			:      List[Any] 			=     id(self     )
          UpperCamelCase			:      Dict 			=     self._lock_file

          logger().debug(F"""Attempting to release lock {lock_id} on {lock_filename}"""     )
          self._release()
          UpperCamelCase			:      Dict 			=     0
          logger().debug(F"""Lock {lock_id} released on {lock_filename}"""     )

       return None





      def __enter__(				self     ):
       '''simple docstring'''




       self.acquire()
       return self





      def __exit__(				self ,							A_ ,							A_ ,							A_     ):
       '''simple docstring'''




       self.release()
       return None





      def __del__(				self     ):
       '''simple docstring'''




       self.release(force=A_     )
       return None





      def  __UpperCamelCase(				self ,							A_ ,							A_     ):
       '''simple docstring'''




       UpperCamelCase			:      Tuple 			=     os.path.basename(A_     )
       if len(A_     ) > max_length and max_length > 0:
        UpperCamelCase			:      Optional[int] 			=     os.path.dirname(A_     )
        UpperCamelCase			:      int 			=     str(hash(A_     )     )
        UpperCamelCase			:      Any 			=     filename[: max_length - len(A_     ) - 8] + "..." + hashed_filename + ".lock"
        return os.path.join(A_ ,							A_     )
       else:
        return path



class       A__     ( __snake_case    ):





      def __init__(				self ,							A_ ,							A_=-1 ,							A_=None     ):
       '''simple docstring'''




       from .file_utils import relative_to_absolute_path

       super().__init__(A_ ,							timeout=A_ ,							max_filename_length=A_     )
       UpperCamelCase			:      List[Any] 			=     "\\\\?\\" + relative_to_absolute_path(self.lock_file     )





      def  __UpperCamelCase(				self     ):
       '''simple docstring'''




       UpperCamelCase			:      Optional[int] 			=     os.O_RDWR | os.O_CREAT | os.O_TRUNC

       try:
        UpperCamelCase			:      str 			=     os.open(self._lock_file ,							A_     )
       except OSError:
        pass
       else:
        try:
         msvcrt.locking(A_ ,							msvcrt.LK_NBLCK ,							1     )
        except OSError:
         os.close(A_     )
        else:
         UpperCamelCase			:      Optional[Any] 			=     fd
       return None





      def  __UpperCamelCase(				self     ):
       '''simple docstring'''




       UpperCamelCase			:      List[Any] 			=     self._lock_file_fd
       UpperCamelCase			:      str 			=     None
       msvcrt.locking(A_ ,							msvcrt.LK_UNLCK ,							1     )
       os.close(A_     )

       try:
        os.remove(self._lock_file     )
       # Probably another instance of the application
       # that acquired the file lock.
       except OSError:
        pass
       return None



class       A__     ( __snake_case    ):





      def __init__(				self ,							A_ ,							A_=-1 ,							A_=None     ):
       '''simple docstring'''




       UpperCamelCase			:      Tuple 			=     os.statvfs(os.path.dirname(A_     )     ).f_namemax
       super().__init__(A_ ,							timeout=A_ ,							max_filename_length=A_     )





      def  __UpperCamelCase(				self     ):
       '''simple docstring'''




       UpperCamelCase			:      Tuple 			=     os.O_RDWR | os.O_CREAT | os.O_TRUNC
       UpperCamelCase			:      int 			=     os.open(self._lock_file ,							A_     )

       try:
        fcntl.flock(A_ ,							fcntl.LOCK_EX | fcntl.LOCK_NB     )
       except OSError:
        os.close(A_     )
       else:
        UpperCamelCase			:      List[str] 			=     fd
       return None





      def  __UpperCamelCase(				self     ):
       '''simple docstring'''




       UpperCamelCase			:      str 			=     self._lock_file_fd
       UpperCamelCase			:      List[Any] 			=     None
       fcntl.flock(A_ ,							fcntl.LOCK_UN     )
       os.close(A_     )
       return None



class       A__     ( __snake_case    ):





      def  __UpperCamelCase(				self     ):
       '''simple docstring'''




       UpperCamelCase			:      Dict 			=     os.O_WRONLY | os.O_CREAT | os.O_EXCL | os.O_TRUNC
       try:
        UpperCamelCase			:      Optional[int] 			=     os.open(self._lock_file ,							A_     )
       except OSError:
        pass
       else:
        UpperCamelCase			:      Tuple 			=     fd
       return None





      def  __UpperCamelCase(				self     ):
       '''simple docstring'''




       os.close(self._lock_file_fd     )
       UpperCamelCase			:      str 			=     None

       try:
        os.remove(self._lock_file     )
       # The file is already deleted and that's what we want.
       except OSError:
        pass
       return None


__lowerCamelCase :  Dict										=  None

if msvcrt:
    __lowerCamelCase :  Any										=  WindowsFileLock
elif fcntl:
    __lowerCamelCase :  Any										=  UnixFileLock
else:
    __lowerCamelCase :  int										=  SoftFileLock

    if warnings is not None:
        warnings.warn("""only soft file lock is available""")
