


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


__lowerCAmelCase			=							logging.get_logger(__name__)




def        snake_case_					(  snake_case      ,							snake_case					)  ->    List[Any]:
       lowercase__:       str        =       set()
       lowercase__:       Tuple        =       []

       def parse_line(snake_case					):
              for line in fp:
                     if isinstance(SCREAMING_SNAKE_CASE_      ,							SCREAMING_SNAKE_CASE_					):
                            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(SCREAMING_SNAKE_CASE_					) > 0:
                                   lowercase__:       Any        =       '\n'.join(SCREAMING_SNAKE_CASE_					)
                                   # Only keep the warnings specified in `targets`
                                   if any(f': {x}: ' in warning for x in targets					):
                                          selected_warnings.add(SCREAMING_SNAKE_CASE_					)
                                   buffer.clear()
                            continue
                     else:
                            lowercase__:       Tuple        =       line.strip()
                            buffer.append(SCREAMING_SNAKE_CASE_					)

       if from_gh:
              for filename in os.listdir(SCREAMING_SNAKE_CASE_					):
                     lowercase__:       List[str]        =       os.path.join(SCREAMING_SNAKE_CASE_      ,							SCREAMING_SNAKE_CASE_					)
                     if not os.path.isdir(SCREAMING_SNAKE_CASE_					):
                            # read the file
                            if filename != "warnings.txt":
                                   continue
                            with open(SCREAMING_SNAKE_CASE_					) as fp:
                                   parse_line(SCREAMING_SNAKE_CASE_					)
       else:
              try:
                     with zipfile.ZipFile(SCREAMING_SNAKE_CASE_					) as z:
                            for filename in z.namelist():
                                   if not os.path.isdir(SCREAMING_SNAKE_CASE_					):
                                          # read the file
                                          if filename != "warnings.txt":
                                                 continue
                                          with z.open(SCREAMING_SNAKE_CASE_					) as fp:
                                                 parse_line(SCREAMING_SNAKE_CASE_					)
              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        snake_case_					(  snake_case      ,							snake_case					)  ->    str:
       lowercase__:       int        =       set()

       lowercase__:       List[Any]        =       [os.path.join(SCREAMING_SNAKE_CASE_      ,							SCREAMING_SNAKE_CASE_					) for p in os.listdir(SCREAMING_SNAKE_CASE_					) if (p.endswith('.zip'					) or from_gh)]
       for p in paths:
              selected_warnings.update(extract_warnings_from_single_artifact(SCREAMING_SNAKE_CASE_      ,							SCREAMING_SNAKE_CASE_					)					)

       return selected_warnings


if __name__ == "__main__":




 def        snake_case_					(  snake_case					)  ->    Union[str, Any]:
        return values.split(','					)

 __lowerCAmelCase			=							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.''',
 )

 __lowerCAmelCase			=							parser.parse_args()

 __lowerCAmelCase			=							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
  __lowerCAmelCase			=							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
 __lowerCAmelCase			=							extract_warnings(args.output_dir, args.targets)
 __lowerCAmelCase			=							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)




from collections import deque
from math import floor
from random import random
from time import time





class   __a      :
 def __init__(       self			) ->    Dict:




        '''simple docstring'''
        lowercase__:       Dict        =       {}
 def 		SCREAMING_SNAKE_CASE__       (       self    ,			lowerCAmelCase__    ,			lowerCAmelCase__    ,			lowerCAmelCase__=1			) ->    Optional[int]:




        '''simple docstring'''
        if self.graph.get(lowerCAmelCase__			):
               if self.graph[u].count([w, v]			) == 0:
                      self.graph[u].append([w, v]			)
        else:
               lowercase__:       int        =       [[w, v]]
        if not self.graph.get(lowerCAmelCase__			):
               lowercase__:       Union[str, Any]        =       []
 def 		SCREAMING_SNAKE_CASE__       (       self			) ->    Any:




        '''simple docstring'''
        return list(self.graph			)
 def 		SCREAMING_SNAKE_CASE__       (       self    ,			lowerCAmelCase__    ,			lowerCAmelCase__			) ->    Optional[int]:




        '''simple docstring'''
        if self.graph.get(lowerCAmelCase__			):
               for _ in self.graph[u]:
                      if _[1] == v:
                             self.graph[u].remove(lowerCAmelCase__			)
 def 		SCREAMING_SNAKE_CASE__       (       self    ,			lowerCAmelCase__=-2    ,			lowerCAmelCase__=-1			) ->    Union[str, Any]:




        '''simple docstring'''
        if s == d:
               return []
        lowercase__:       Tuple        =       []
        lowercase__:       Tuple        =       []
        if s == -2:
               lowercase__:       Any        =       list(self.graph			)[0]
        stack.append(lowerCAmelCase__			)
        visited.append(lowerCAmelCase__			)
        lowercase__:       Dict        =       s

        while True:
               # check if there is any non isolated nodes
               if len(self.graph[s]			) != 0:
                      lowercase__:       Dict        =       s
                      for node in self.graph[s]:
                             if visited.count(node[1]			) < 1:
                                    if node[1] == d:
                                           visited.append(lowerCAmelCase__			)
                                           return visited
                                    else:
                                           stack.append(node[1]			)
                                           visited.append(node[1]			)
                                           lowercase__:       Union[str, Any]        =       node[1]
                                           break

            # check if all the children are visited
               if s == ss:
                      stack.pop()
                      if len(lowerCAmelCase__			) != 0:
                             lowercase__:       Optional[int]        =       stack[len(lowerCAmelCase__			) - 1]
               else:
                      lowercase__:       Dict        =       ss

               # check if se have reached the starting point
               if len(lowerCAmelCase__			) == 0:
                      return visited
 def 		SCREAMING_SNAKE_CASE__       (       self    ,			lowerCAmelCase__=-1			) ->    List[str]:




        '''simple docstring'''
        if c == -1:
               lowercase__:       int        =       floor(random() * 10_000			) + 10
        for i in range(lowerCAmelCase__			):
               # every vertex has max 100 edges
               for _ in range(floor(random() * 102			) + 1			):
                      lowercase__:       str        =       floor(random() * c			) + 1
                      if n != i:
                             self.add_pair(lowerCAmelCase__    ,			lowerCAmelCase__    ,			1			)
 def 		SCREAMING_SNAKE_CASE__       (       self    ,			lowerCAmelCase__=-2			) ->    Dict:




        '''simple docstring'''
        lowercase__:       int        =       deque()
        lowercase__:       Dict        =       []
        if s == -2:
               lowercase__:       Optional[int]        =       list(self.graph			)[0]
        d.append(lowerCAmelCase__			)
        visited.append(lowerCAmelCase__			)
        while d:
               lowercase__:       str        =       d.popleft()
               if len(self.graph[s]			) != 0:
                      for node in self.graph[s]:
                             if visited.count(node[1]			) < 1:
                                    d.append(node[1]			)
                                    visited.append(node[1]			)
        return visited
 def 		SCREAMING_SNAKE_CASE__       (       self    ,			lowerCAmelCase__			) ->    Dict:




        '''simple docstring'''
        lowercase__:       Tuple        =       0
        for x in self.graph:
               for y in self.graph[x]:
                      if y[1] == u:
                             count += 1
        return count
 def 		SCREAMING_SNAKE_CASE__       (       self    ,			lowerCAmelCase__			) ->    Union[str, Any]:




        '''simple docstring'''
        return len(self.graph[u]			)
 def 		SCREAMING_SNAKE_CASE__       (       self    ,			lowerCAmelCase__=-2			) ->    Optional[Any]:




        '''simple docstring'''
        lowercase__:       Tuple        =       []
        lowercase__:       str        =       []
        if s == -2:
               lowercase__:       Dict        =       list(self.graph			)[0]
        stack.append(lowerCAmelCase__			)
        visited.append(lowerCAmelCase__			)
        lowercase__:       List[Any]        =       s
        lowercase__:       Any        =       []

        while True:
               # check if there is any non isolated nodes
               if len(self.graph[s]			) != 0:
                      lowercase__:       List[str]        =       s
                      for node in self.graph[s]:
                             if visited.count(node[1]			) < 1:
                                    stack.append(node[1]			)
                                    visited.append(node[1]			)
                                    lowercase__:       Dict        =       node[1]
                                    break

            # check if all the children are visited
               if s == ss:
                      sorted_nodes.append(stack.pop()			)
                      if len(lowerCAmelCase__			) != 0:
                             lowercase__:       int        =       stack[len(lowerCAmelCase__			) - 1]
               else:
                      lowercase__:       Optional[int]        =       ss

               # check if se have reached the starting point
               if len(lowerCAmelCase__			) == 0:
                      return sorted_nodes
 def 		SCREAMING_SNAKE_CASE__       (       self			) ->    Any:




        '''simple docstring'''
        lowercase__:       List[Any]        =       []
        lowercase__:       int        =       []
        lowercase__:       List[str]        =       list(self.graph			)[0]
        stack.append(lowerCAmelCase__			)
        visited.append(lowerCAmelCase__			)
        lowercase__:       Dict        =       -2
        lowercase__:       Union[str, Any]        =       []
        lowercase__:       List[str]        =       s
        lowercase__:       Dict        =       False
        lowercase__:       Union[str, Any]        =       set()

        while True:
               # check if there is any non isolated nodes
               if len(self.graph[s]			) != 0:
                      lowercase__:       Any        =       s
                      for node in self.graph[s]:
                             if (
                                 visited.count(node[1]			) > 0
                                 and node[1] != parent
                                 and indirect_parents.count(node[1]			) > 0
                                 and not on_the_way_back
                             ):
                                    lowercase__:       List[Any]        =       len(lowerCAmelCase__			) - 1
                                    while len_stack >= 0:
                                           if stack[len_stack] == node[1]:
                                                  anticipating_nodes.add(node[1]			)
                                                  break
                                           else:
                                                  anticipating_nodes.add(stack[len_stack]			)
                                                  len_stack -= 1
                             if visited.count(node[1]			) < 1:
                                    stack.append(node[1]			)
                                    visited.append(node[1]			)
                                    lowercase__:       Union[str, Any]        =       node[1]
                                    break

            # check if all the children are visited
               if s == ss:
                      stack.pop()
                      lowercase__:       Any        =       True
                      if len(lowerCAmelCase__			) != 0:
                             lowercase__:       Optional[Any]        =       stack[len(lowerCAmelCase__			) - 1]
               else:
                      lowercase__:       Union[str, Any]        =       False
                      indirect_parents.append(lowerCAmelCase__			)
                      lowercase__:       int        =       s
                      lowercase__:       str        =       ss

               # check if se have reached the starting point
               if len(lowerCAmelCase__			) == 0:
                      return list(lowerCAmelCase__			)
 def 		SCREAMING_SNAKE_CASE__       (       self			) ->    Optional[Any]:




        '''simple docstring'''
        lowercase__:       Any        =       []
        lowercase__:       int        =       []
        lowercase__:       Dict        =       list(self.graph			)[0]
        stack.append(lowerCAmelCase__			)
        visited.append(lowerCAmelCase__			)
        lowercase__:       Optional[int]        =       -2
        lowercase__:       List[Any]        =       []
        lowercase__:       List[str]        =       s
        lowercase__:       List[Any]        =       False
        lowercase__:       str        =       set()

        while True:
               # check if there is any non isolated nodes
               if len(self.graph[s]			) != 0:
                      lowercase__:       Dict        =       s
                      for node in self.graph[s]:
                             if (
                                 visited.count(node[1]			) > 0
                                 and node[1] != parent
                                 and indirect_parents.count(node[1]			) > 0
                                 and not on_the_way_back
                             ):
                                    lowercase__:       Any        =       len(lowerCAmelCase__			) - 1
                                    while len_stack_minus_one >= 0:
                                           if stack[len_stack_minus_one] == node[1]:
                                                  anticipating_nodes.add(node[1]			)
                                                  break
                                           else:
                                                  return True
                             if visited.count(node[1]			) < 1:
                                    stack.append(node[1]			)
                                    visited.append(node[1]			)
                                    lowercase__:       List[Any]        =       node[1]
                                    break

            # check if all the children are visited
               if s == ss:
                      stack.pop()
                      lowercase__:       Optional[Any]        =       True
                      if len(lowerCAmelCase__			) != 0:
                             lowercase__:       Any        =       stack[len(lowerCAmelCase__			) - 1]
               else:
                      lowercase__:       Optional[Any]        =       False
                      indirect_parents.append(lowerCAmelCase__			)
                      lowercase__:       Dict        =       s
                      lowercase__:       Dict        =       ss

               # check if se have reached the starting point
               if len(lowerCAmelCase__			) == 0:
                      return False
 def 		SCREAMING_SNAKE_CASE__       (       self    ,			lowerCAmelCase__=-2    ,			lowerCAmelCase__=-1			) ->    Dict:




        '''simple docstring'''
        lowercase__:       Union[str, Any]        =       time()
        self.dfs(lowerCAmelCase__    ,			lowerCAmelCase__			)
        lowercase__:       Optional[Any]        =       time()
        return end - begin
 def 		SCREAMING_SNAKE_CASE__       (       self    ,			lowerCAmelCase__=-2			) ->    List[str]:




        '''simple docstring'''
        lowercase__:       str        =       time()
        self.bfs(lowerCAmelCase__			)
        lowercase__:       List[str]        =       time()
        return end - begin





class   __a      :
 def __init__(       self			) ->    Tuple:




        '''simple docstring'''
        lowercase__:       Dict        =       {}
 def 		SCREAMING_SNAKE_CASE__       (       self    ,			lowerCAmelCase__    ,			lowerCAmelCase__    ,			lowerCAmelCase__=1			) ->    List[Any]:




        '''simple docstring'''
        # check if the u exists
        if self.graph.get(lowerCAmelCase__			):
               # if there already is a edge
               if self.graph[u].count([w, v]			) == 0:
                      self.graph[u].append([w, v]			)
        else:
               # if u does not exist
               lowercase__:       str        =       [[w, v]]
        # add the other way
        if self.graph.get(lowerCAmelCase__			):
               # if there already is a edge
               if self.graph[v].count([w, u]			) == 0:
                      self.graph[v].append([w, u]			)
        else:
               # if u does not exist
               lowercase__:       Union[str, Any]        =       [[w, u]]
 def 		SCREAMING_SNAKE_CASE__       (       self    ,			lowerCAmelCase__    ,			lowerCAmelCase__			) ->    str:




        '''simple docstring'''
        if self.graph.get(lowerCAmelCase__			):
               for _ in self.graph[u]:
                      if _[1] == v:
                             self.graph[u].remove(lowerCAmelCase__			)
        # the other way round
        if self.graph.get(lowerCAmelCase__			):
               for _ in self.graph[v]:
                      if _[1] == u:
                             self.graph[v].remove(lowerCAmelCase__			)
 def 		SCREAMING_SNAKE_CASE__       (       self    ,			lowerCAmelCase__=-2    ,			lowerCAmelCase__=-1			) ->    List[str]:




        '''simple docstring'''
        if s == d:
               return []
        lowercase__:       str        =       []
        lowercase__:       int        =       []
        if s == -2:
               lowercase__:       Tuple        =       list(self.graph			)[0]
        stack.append(lowerCAmelCase__			)
        visited.append(lowerCAmelCase__			)
        lowercase__:       int        =       s

        while True:
               # check if there is any non isolated nodes
               if len(self.graph[s]			) != 0:
                      lowercase__:       int        =       s
                      for node in self.graph[s]:
                             if visited.count(node[1]			) < 1:
                                    if node[1] == d:
                                           visited.append(lowerCAmelCase__			)
                                           return visited
                                    else:
                                           stack.append(node[1]			)
                                           visited.append(node[1]			)
                                           lowercase__:       List[Any]        =       node[1]
                                           break

            # check if all the children are visited
               if s == ss:
                      stack.pop()
                      if len(lowerCAmelCase__			) != 0:
                             lowercase__:       Union[str, Any]        =       stack[len(lowerCAmelCase__			) - 1]
               else:
                      lowercase__:       Optional[Any]        =       ss

               # check if se have reached the starting point
               if len(lowerCAmelCase__			) == 0:
                      return visited
 def 		SCREAMING_SNAKE_CASE__       (       self    ,			lowerCAmelCase__=-1			) ->    Optional[Any]:




        '''simple docstring'''
        if c == -1:
               lowercase__:       Any        =       floor(random() * 10_000			) + 10
        for i in range(lowerCAmelCase__			):
               # every vertex has max 100 edges
               for _ in range(floor(random() * 102			) + 1			):
                      lowercase__:       Optional[Any]        =       floor(random() * c			) + 1
                      if n != i:
                             self.add_pair(lowerCAmelCase__    ,			lowerCAmelCase__    ,			1			)
 def 		SCREAMING_SNAKE_CASE__       (       self    ,			lowerCAmelCase__=-2			) ->    List[Any]:




        '''simple docstring'''
        lowercase__:       str        =       deque()
        lowercase__:       List[Any]        =       []
        if s == -2:
               lowercase__:       str        =       list(self.graph			)[0]
        d.append(lowerCAmelCase__			)
        visited.append(lowerCAmelCase__			)
        while d:
               lowercase__:       Union[str, Any]        =       d.popleft()
               if len(self.graph[s]			) != 0:
                      for node in self.graph[s]:
                             if visited.count(node[1]			) < 1:
                                    d.append(node[1]			)
                                    visited.append(node[1]			)
        return visited
 def 		SCREAMING_SNAKE_CASE__       (       self    ,			lowerCAmelCase__			) ->    List[Any]:




        '''simple docstring'''
        return len(self.graph[u]			)
 def 		SCREAMING_SNAKE_CASE__       (       self			) ->    str:




        '''simple docstring'''
        lowercase__:       str        =       []
        lowercase__:       Dict        =       []
        lowercase__:       Optional[int]        =       list(self.graph			)[0]
        stack.append(lowerCAmelCase__			)
        visited.append(lowerCAmelCase__			)
        lowercase__:       Dict        =       -2
        lowercase__:       Dict        =       []
        lowercase__:       List[Any]        =       s
        lowercase__:       Union[str, Any]        =       False
        lowercase__:       List[str]        =       set()

        while True:
               # check if there is any non isolated nodes
               if len(self.graph[s]			) != 0:
                      lowercase__:       Optional[int]        =       s
                      for node in self.graph[s]:
                             if (
                                 visited.count(node[1]			) > 0
                                 and node[1] != parent
                                 and indirect_parents.count(node[1]			) > 0
                                 and not on_the_way_back
                             ):
                                    lowercase__:       Any        =       len(lowerCAmelCase__			) - 1
                                    while len_stack >= 0:
                                           if stack[len_stack] == node[1]:
                                                  anticipating_nodes.add(node[1]			)
                                                  break
                                           else:
                                                  anticipating_nodes.add(stack[len_stack]			)
                                                  len_stack -= 1
                             if visited.count(node[1]			) < 1:
                                    stack.append(node[1]			)
                                    visited.append(node[1]			)
                                    lowercase__:       List[str]        =       node[1]
                                    break

            # check if all the children are visited
               if s == ss:
                      stack.pop()
                      lowercase__:       str        =       True
                      if len(lowerCAmelCase__			) != 0:
                             lowercase__:       Dict        =       stack[len(lowerCAmelCase__			) - 1]
               else:
                      lowercase__:       int        =       False
                      indirect_parents.append(lowerCAmelCase__			)
                      lowercase__:       Tuple        =       s
                      lowercase__:       List[Any]        =       ss

               # check if se have reached the starting point
               if len(lowerCAmelCase__			) == 0:
                      return list(lowerCAmelCase__			)
 def 		SCREAMING_SNAKE_CASE__       (       self			) ->    Any:




        '''simple docstring'''
        lowercase__:       Tuple        =       []
        lowercase__:       Optional[int]        =       []
        lowercase__:       Optional[Any]        =       list(self.graph			)[0]
        stack.append(lowerCAmelCase__			)
        visited.append(lowerCAmelCase__			)
        lowercase__:       Tuple        =       -2
        lowercase__:       Any        =       []
        lowercase__:       int        =       s
        lowercase__:       Optional[int]        =       False
        lowercase__:       List[Any]        =       set()

        while True:
               # check if there is any non isolated nodes
               if len(self.graph[s]			) != 0:
                      lowercase__:       Optional[int]        =       s
                      for node in self.graph[s]:
                             if (
                                 visited.count(node[1]			) > 0
                                 and node[1] != parent
                                 and indirect_parents.count(node[1]			) > 0
                                 and not on_the_way_back
                             ):
                                    lowercase__:       Union[str, Any]        =       len(lowerCAmelCase__			) - 1
                                    while len_stack_minus_one >= 0:
                                           if stack[len_stack_minus_one] == node[1]:
                                                  anticipating_nodes.add(node[1]			)
                                                  break
                                           else:
                                                  return True
                             if visited.count(node[1]			) < 1:
                                    stack.append(node[1]			)
                                    visited.append(node[1]			)
                                    lowercase__:       Any        =       node[1]
                                    break

            # check if all the children are visited
               if s == ss:
                      stack.pop()
                      lowercase__:       List[str]        =       True
                      if len(lowerCAmelCase__			) != 0:
                             lowercase__:       List[str]        =       stack[len(lowerCAmelCase__			) - 1]
               else:
                      lowercase__:       Dict        =       False
                      indirect_parents.append(lowerCAmelCase__			)
                      lowercase__:       Optional[Any]        =       s
                      lowercase__:       Optional[int]        =       ss

               # check if se have reached the starting point
               if len(lowerCAmelCase__			) == 0:
                      return False
 def 		SCREAMING_SNAKE_CASE__       (       self			) ->    List[Any]:




        '''simple docstring'''
        return list(self.graph			)
 def 		SCREAMING_SNAKE_CASE__       (       self    ,			lowerCAmelCase__=-2    ,			lowerCAmelCase__=-1			) ->    Union[str, Any]:




        '''simple docstring'''
        lowercase__:       Dict        =       time()
        self.dfs(lowerCAmelCase__    ,			lowerCAmelCase__			)
        lowercase__:       List[Any]        =       time()
        return end - begin
 def 		SCREAMING_SNAKE_CASE__       (       self    ,			lowerCAmelCase__=-2			) ->    List[Any]:




        '''simple docstring'''
        lowercase__:       str        =       time()
        self.bfs(lowerCAmelCase__			)
        lowercase__:       List[str]        =       time()
        return end - begin


