




import argparse
import json
import os
import time
import zipfile

from get_ci_error_statistics import download_artifact, get_artifacts_links

from transformers import logging


_UpperCAmelCase		:  List[str]	=   logging.get_logger(__name__)



def 					UpperCAmelCase__     (   lowerCamelCase,	lowerCamelCase      ):
  lowercase			:int							=  set()
  lowercase			:Tuple							=  []

  def parse_line(lowerCamelCase      ):
    for line in fp:
      if isinstance(lowerCamelCase,	lowerCamelCase      ):
        lowercase			:Dict							=  line.decode("UTF-8"      )
      if "warnings summary (final)" in line:
        continue
      # This means we are outside the body of a warning
      elif not line.startswith(" "      ):
        # process a single warning and move it to `selected_warnings`.
        if len(lowerCamelCase      ) > 0:
          lowercase			:Tuple							=  "\n".join(lowerCamelCase      )
          # Only keep the warnings specified in `targets`
          if any(F": {x}: " in warning for x in targets      ):
            selected_warnings.add(lowerCamelCase      )
          buffer.clear()
        continue
      else:
        lowercase			:Optional[Any]							=  line.strip()
        buffer.append(lowerCamelCase      )

  if from_gh:
    for filename in os.listdir(lowerCamelCase      ):
      lowercase			:Optional[Any]							=  os.path.join(lowerCamelCase,	lowerCamelCase      )
      if not os.path.isdir(lowerCamelCase      ):
        # read the file
        if filename != "warnings.txt":
          continue
        with open(lowerCamelCase      ) as fp:
          parse_line(lowerCamelCase      )
  else:
    try:
      with zipfile.ZipFile(lowerCamelCase      ) as z:
        for filename in z.namelist():
          if not os.path.isdir(lowerCamelCase      ):
            # read the file
            if filename != "warnings.txt":
              continue
            with z.open(lowerCamelCase      ) as fp:
              parse_line(lowerCamelCase      )
    except Exception:
      logger.warning(
          F"{artifact_path} is either an invalid zip file or something else wrong. This file is skipped."      )

  return selected_warnings



def 					UpperCAmelCase__     (   lowerCamelCase,	lowerCamelCase      ):
  lowercase			:str							=  set()

  lowercase			:Optional[Any]							=  [os.path.join(lowerCamelCase,	lowerCamelCase      ) for p in os.listdir(lowerCamelCase      ) if (p.endswith(".zip"      ) or from_gh)]
  for p in paths:
    selected_warnings.update(extract_warnings_from_single_artifact(lowerCamelCase,	lowerCamelCase      )      )

  return selected_warnings


if __name__ == "__main__":



     def 					UpperCAmelCase__     (   lowerCamelCase      ):
       return values.split(","      )

     _UpperCAmelCase		:  Dict	=   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.")
     # optional parameters
     parser.add_argument(
         "--targets",
         default="DeprecationWarning,UserWarning,FutureWarning",
         type=list_str,
         help="Comma-separated list of target warning(s) which we want to extract.",
     )
     parser.add_argument(
         "--from_gh",
         action="store_true",
         help="If running from a GitHub action workflow and collecting warnings from its artifacts.",
     )

     _UpperCAmelCase		:  Dict	=   parser.parse_args()

     _UpperCAmelCase		:  Any	=   args.from_gh
     if from_gh:
          # The artifacts have to be downloaded using `actions/download-artifact@v3`
          pass
     else:
          os.makedirs(args.output_dir, exist_ok=True)

          # get download links
          _UpperCAmelCase		:  Tuple	=   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)

          # download artifacts
          for idx, (name, url) in enumerate(artifacts.items()):
               print(name)
               print(url)
               print("=" * 80)
               download_artifact(name, url, args.output_dir, args.token)
               # Be gentle to GitHub
               time.sleep(1)

    # extract warnings from artifacts
     _UpperCAmelCase		:  Any	=   extract_warnings(args.output_dir, args.targets)
     _UpperCAmelCase		:  Union[str, Any]	=   sorted(selected_warnings)
     with open(os.path.join(args.output_dir, "selected_warnings.json"), "w", encoding="UTF-8") as fp:
          json.dump(selected_warnings, fp, ensure_ascii=False, indent=4)









def 					UpperCAmelCase__     (   lowerCamelCase,	lowerCamelCase,	lowerCamelCase,	lowerCamelCase      ):
  # Return True if there is node that has not iterated.
  lowercase			:Union[str, Any]							=  [False] * len(lowerCamelCase      )
  lowercase			:Union[str, Any]							=  []
  queue.append(lowerCamelCase      )
  lowercase			:Optional[Any]							=  True

  while queue:
    lowercase			:Optional[Any]							=  queue.pop(0      )
    for ind in range(len(graph[u]      )      ):
      if visited[ind] is False and graph[u][ind] > 0:
        queue.append(lowerCamelCase      )
        lowercase			:Dict							=  True
        lowercase			:Dict							=  u

  return visited[t]



def 					UpperCAmelCase__     (   lowerCamelCase,	lowerCamelCase,	lowerCamelCase      ):
  # This array is filled by BFS and to store path
  lowercase			:Optional[int]							=  [-1] * (len(lowerCamelCase      ))
  lowercase			:int							=  0
  while bfs(lowerCamelCase,	lowerCamelCase,	lowerCamelCase,	lowerCamelCase      ):
    lowercase			:int							=  float("Inf"      )
    lowercase			:Any							=  sink

    while s != source:
      # Find the minimum value in select path
      lowercase			:Any							=  min(lowerCamelCase,	graph[parent[s]][s]      )
      lowercase			:Dict							=  parent[s]

    max_flow += path_flow
    lowercase			:Union[str, Any]							=  sink

    while v != source:
      lowercase			:List[Any]							=  parent[v]
      graph[u][v] -= path_flow
      graph[v][u] += path_flow
      lowercase			:Any							=  parent[v]
  return max_flow


_UpperCAmelCase		:  Optional[Any]	=   [
    [0, 16, 13, 0, 0, 0],
    [0, 0, 10, 12, 0, 0],
    [0, 4, 0, 0, 14, 0],
    [0, 0, 9, 0, 0, 20],
    [0, 0, 0, 7, 0, 4],
    [0, 0, 0, 0, 0, 0],
]

_UpperCAmelCase	,	_UpperCAmelCase		:  Any	=   0, 5







print(ford_fulkerson(graph, source, sink))



