'''simple docstring'''
import argparse
import json
import math
import os
import time
import traceback
import zipfile
from collections import Counter

import requests







def  _UpperCamelCase (     _a	:	List[Any]				,     _a	:	int=None			):




    """simple docstring"""



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

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

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

        for i in range(_a			):
            __UpperCamelCase	:	List[str]		    =  requests.get(url + f"""&page={i + 2}"""				,     headers=_a			).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  _UpperCamelCase (     _a	:	List[str]				,     _a	:	Optional[int]=None			):




    """simple docstring"""



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

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

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

        for i in range(_a			):
            __UpperCamelCase	:	List[Any]		    =  requests.get(url + f"""&page={i + 2}"""				,     headers=_a			).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  _UpperCamelCase (     _a	:	Dict				,     _a	:	Any				,     _a	:	List[str]				,     _a	:	Any			):




    """simple docstring"""



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

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







def  _UpperCamelCase (     _a	:	Optional[Any]				,     _a	:	Tuple=None			):




    """simple docstring"""



    __UpperCamelCase	:	Optional[Any]		    =  []
    __UpperCamelCase	:	List[str]		    =  []
    __UpperCamelCase	:	Union[str, Any]		    =  None

    with zipfile.ZipFile(_a			) as z:
        for filename in z.namelist():
            if not os.path.isdir(_a			):
                # read the file
                if filename in ["failures_line.txt", "summary_short.txt", "job_name.txt"]:
                    with z.open(_a			) 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	:	Dict		    =  line[: line.index(': '			)]
                                    __UpperCamelCase	:	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
                                __UpperCamelCase	:	Tuple		    =  line[len('FAILED '			) :]
                                failed_tests.append(_a			)
                            elif filename == "job_name.txt":
                                __UpperCamelCase	:	Optional[int]		    =  line

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

    __UpperCamelCase	:	Tuple		    =  None
    if job_name and job_links:
        __UpperCamelCase	:	Optional[Any]		    =  job_links.get(_a				,     _a			)

    # A list with elements of the form (line of error, error, failed test)
    __UpperCamelCase	:	Union[str, Any]		    =  [x + [y] + [job_link] for x, y in zip(_a				,     _a			)]

    return result







def  _UpperCamelCase (     _a	:	Optional[Any]				,     _a	:	Any=None			):




    """simple docstring"""



    __UpperCamelCase	:	Optional[int]		    =  []

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

    return errors







def  _UpperCamelCase (     _a	:	List[str]				,     _a	:	Any=None			):




    """simple docstring"""



    __UpperCamelCase	:	List[Any]		    =  Counter()
    counter.update([x[1] for x in logs]			)
    __UpperCamelCase	:	Tuple		    =  counter.most_common()
    __UpperCamelCase	:	int		    =  {}
    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	:	str		    =  dict(sorted(r.items()				,     key=lambda _a			: item[1]["count"]				,     reverse=_a			)			)
    return r







def  _UpperCamelCase (     _a	:	Tuple			):




    """simple docstring"""



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

    return test







def  _UpperCamelCase (     _a	:	List[Any]				,     _a	:	List[str]=None			):




    """simple docstring"""



    __UpperCamelCase	:	Tuple		    =  [(x[0], x[1], get_model(x[2]			)) for x in logs]
    __UpperCamelCase	:	List[Any]		    =  [x for x in logs if x[2] is not None]
    __UpperCamelCase	:	int		    =  {x[2] for x in logs}

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

    __UpperCamelCase	:	Optional[int]		    =  dict(sorted(r.items()				,     key=lambda _a			: item[1]["count"]				,     reverse=_a			)			)
    return r







def  _UpperCamelCase (     _a	:	Optional[Any]			):




    """simple docstring"""



    __UpperCamelCase	:	List[Any]		    =  '| no. | error | status |'
    __UpperCamelCase	:	int		    =  '|-:|:-|:-|'
    __UpperCamelCase	:	Tuple		    =  [header, sep]
    for error in reduced_by_error:
        __UpperCamelCase	:	Tuple		    =  reduced_by_error[error]['count']
        __UpperCamelCase	:	Dict		    =  f"""| {count} | {error[:1_0_0]} |  |"""
        lines.append(_a			)

    return "\n".join(_a			)







def  _UpperCamelCase (     _a	:	str			):




    """simple docstring"""



    __UpperCamelCase	:	Dict		    =  '| model | no. of errors | major error | count |'
    __UpperCamelCase	:	Tuple		    =  '|-:|-:|-:|-:|'
    __UpperCamelCase	:	List[Any]		    =  [header, sep]
    for model in reduced_by_model:
        __UpperCamelCase	:	Optional[Any]		    =  reduced_by_model[model]['count']
        __UpperCamelCase    ,					__UpperCamelCase	:	Optional[Any]		    =  list(reduced_by_model[model]['errors'].items()			)[0]
        __UpperCamelCase	:	Optional[int]		    =  f"""| {model} | {count} | {error[:6_0]} | {_count} |"""
        lines.append(_a			)

    return "\n".join(_a			)


if __name__ == "__main__":
  a=  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=  parser.parse_args()

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

  a=  get_job_links(args.workflow_run_id, token=args.token)
  a=  {}
  # 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=  k.find(''' / ''')
        a=  k[index + len(''' / ''') :]
      a=  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=  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=  get_all_errors(args.output_dir, job_links=job_links)

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

  # print the top 30 most common test errors
  a=  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=  reduce_by_error(errors)
  a=  reduce_by_model(errors)

  a=  make_github_table(reduced_by_error)
  a=  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'''
class 			__lowercase		:







     """simple docstring"""






     def __init__(		self    ):
         __UpperCamelCase	:	Any		    =  0
         __UpperCamelCase	:	Any		    =  0
         __UpperCamelCase	:	Any		    =  {}







     def lowerCAmelCase     (		self     ,			_lowerCamelCase    ):
         if vertex not in self.adjacency:
             __UpperCamelCase	:	Tuple		    =  {}
             self.num_vertices += 1







     def lowerCAmelCase     (		self     ,			_lowerCamelCase     ,			_lowerCamelCase     ,			_lowerCamelCase    ):
         self.add_vertex(_lowerCamelCase    )
         self.add_vertex(_lowerCamelCase    )

         if head == tail:
             return

         __UpperCamelCase	:	List[Any]		    =  weight
         __UpperCamelCase	:	Optional[int]		    =  weight







     def lowerCAmelCase     (		self    ):
         __UpperCamelCase	:	List[str]		    =  self.get_edges()
         for edge in edges:
             __UpperCamelCase    ,					__UpperCamelCase    ,					__UpperCamelCase	:	Optional[int]		    =  edge
             edges.remove((tail, head, weight)    )
         for i in range(len(_lowerCamelCase    )    ):
             __UpperCamelCase	:	Union[str, Any]		    =  list(edges[i]    )

         edges.sort(key=lambda _lowerCamelCase    : e[2]    )
         for i in range(len(_lowerCamelCase    ) - 1    ):
             if edges[i][2] >= edges[i + 1][2]:
                 __UpperCamelCase	:	Optional[int]		    =  edges[i][2] + 1
         for edge in edges:
             __UpperCamelCase    ,					__UpperCamelCase    ,					__UpperCamelCase	:	Optional[int]		    =  edge
             __UpperCamelCase	:	Tuple		    =  weight
             __UpperCamelCase	:	Optional[Any]		    =  weight







     def __str__(		self    ):
         __UpperCamelCase	:	Optional[Any]		    =  ''
         for tail in self.adjacency:
             for head in self.adjacency[tail]:
                 __UpperCamelCase	:	Tuple		    =  self.adjacency[head][tail]
                 string += f"""{head} -> {tail} == {weight}\n"""
         return string.rstrip('\n'    )







     def lowerCAmelCase     (		self    ):
         __UpperCamelCase	:	Any		    =  []
         for tail in self.adjacency:
             for head in self.adjacency[tail]:
                 output.append((tail, head, self.adjacency[head][tail])    )
         return output







     def lowerCAmelCase     (		self    ):
         return self.adjacency.keys()







     @staticmethod
     def lowerCAmelCase     (		_lowerCamelCase=None     ,			_lowerCamelCase=None    ):
         __UpperCamelCase	:	Tuple		    =  Graph()
         if vertices is None:
             __UpperCamelCase	:	List[Any]		    =  []
         if edges is None:
             __UpperCamelCase	:	Optional[int]		    =  []
         for vertex in vertices:
             g.add_vertex(_lowerCamelCase    )
         for edge in edges:
             g.add_edge(*_lowerCamelCase    )
         return g






     class 			__lowercase		:







          """simple docstring"""






          def __init__(		self    ):
              __UpperCamelCase	:	Union[str, Any]		    =  {}
              __UpperCamelCase	:	int		    =  {}







          def __len__(		self    ):
              return len(self.parent    )







          def lowerCAmelCase     (		self     ,			_lowerCamelCase    ):
              if item in self.parent:
                  return self.find(_lowerCamelCase    )

              __UpperCamelCase	:	Optional[Any]		    =  item
              __UpperCamelCase	:	List[str]		    =  0
              return item







          def lowerCAmelCase     (		self     ,			_lowerCamelCase    ):
              if item not in self.parent:
                  return self.make_set(_lowerCamelCase    )
              if item != self.parent[item]:
                  __UpperCamelCase	:	int		    =  self.find(self.parent[item]    )
              return self.parent[item]







          def lowerCAmelCase     (		self     ,			_lowerCamelCase     ,			_lowerCamelCase    ):
              __UpperCamelCase	:	Tuple		    =  self.find(_lowerCamelCase    )
              __UpperCamelCase	:	Any		    =  self.find(_lowerCamelCase    )

              if roota == roota:
                  return roota

              if self.rank[roota] > self.rank[roota]:
                  __UpperCamelCase	:	Dict		    =  roota
                  return roota

              if self.rank[roota] < self.rank[roota]:
                  __UpperCamelCase	:	Optional[Any]		    =  roota
                  return roota

              if self.rank[roota] == self.rank[roota]:
                  self.rank[roota] += 1
                  __UpperCamelCase	:	Dict		    =  roota
                  return roota
              return None







     @staticmethod
     def lowerCAmelCase     (		_lowerCamelCase    ):
         __UpperCamelCase	:	int		    =  graph.num_vertices

         __UpperCamelCase	:	str		    =  Graph.UnionFind()
         __UpperCamelCase	:	Tuple		    =  []
         while num_components > 1:
             __UpperCamelCase	:	Dict		    =  {}
             for vertex in graph.get_vertices():
                 __UpperCamelCase	:	str		    =  -1

             __UpperCamelCase	:	int		    =  graph.get_edges()
             for edge in edges:
                 __UpperCamelCase    ,					__UpperCamelCase    ,					__UpperCamelCase	:	List[str]		    =  edge
                 edges.remove((tail, head, weight)    )
             for edge in edges:
                 __UpperCamelCase    ,					__UpperCamelCase    ,					__UpperCamelCase	:	Dict		    =  edge
                 __UpperCamelCase	:	List[Any]		    =  union_find.find(_lowerCamelCase    )
                 __UpperCamelCase	:	str		    =  union_find.find(_lowerCamelCase    )
                 if seta != seta:
                     if cheap_edge[seta] == -1 or cheap_edge[seta][2] > weight:
                         __UpperCamelCase	:	str		    =  [head, tail, weight]

                     if cheap_edge[seta] == -1 or cheap_edge[seta][2] > weight:
                         __UpperCamelCase	:	str		    =  [head, tail, weight]
             for vertex in cheap_edge:
                 if cheap_edge[vertex] != -1:
                     __UpperCamelCase    ,					__UpperCamelCase    ,					__UpperCamelCase	:	List[str]		    =  cheap_edge[vertex]
                     if union_find.find(_lowerCamelCase    ) != union_find.find(_lowerCamelCase    ):
                         union_find.union(_lowerCamelCase     ,			_lowerCamelCase    )
                         mst_edges.append(cheap_edge[vertex]    )
                         __UpperCamelCase	:	int		    =  num_components - 1
         __UpperCamelCase	:	Union[str, Any]		    =  Graph.build(edges=_lowerCamelCase    )
         return mst



