'''simple docstring'''

def __UpperCamelCase( ):
   '''simple docstring'''
   return [list(range(10_00 - i	,      -10_00 - i	,      -1     )     ) for i in range(10_00     )]


UpperCamelCase__  :						Any					=      generate_large_matrix()
UpperCamelCase__  :						List[str]					=      (
    [[4, 3, 2, -1], [3, 2, 1, -1], [1, 1, -1, -2], [-1, -1, -2, -3]],
    [[3, 2], [1, 0]],
    [[7, 7, 6]],
    [[7, 7, 6], [-1, -2, -3]],
    grid,
)







def __UpperCamelCase( _A       :					list[list[int]]     ):
   '''simple docstring'''
   assert all(row == sorted(_A	,      reverse=_A     ) for row in grid     )
   assert all(list(_A     ) == sorted(_A	,      reverse=_A     ) for col in zip(*_A     )     )







def __UpperCamelCase( _A       :					list[int]     ):
   '''simple docstring'''
   UpperCAmelCase__				:					Optional[Any] 					=	0
   UpperCAmelCase__				:					Any 					=	len(_A     ) - 1

   # Edge cases such as no values or all numbers are negative.
   if not array or array[0] < 0:
      return 0

   while right + 1 > left:
      UpperCAmelCase__				:					Union[str, Any] 					=	(left + right) // 2
      UpperCAmelCase__				:					Optional[Any] 					=	array[mid]

      # Num must be negative and the index must be greater than or equal to 0.
      if num < 0 and array[mid - 1] >= 0:
         return mid

      if num >= 0:
         UpperCAmelCase__				:					Union[str, Any] 					=	mid + 1
      else:
         UpperCAmelCase__				:					List[Any] 					=	mid - 1
    # No negative numbers so return the last index of the array + 1 which is the length.
   return len(_A     )







def __UpperCamelCase( _A       :					list[list[int]]     ):
   '''simple docstring'''
   UpperCAmelCase__				:					List[Any] 					=	0
   UpperCAmelCase__				:					Optional[Any] 					=	len(grid[0]     )

   for i in range(len(_A     )     ):
      UpperCAmelCase__				:					List[Any] 					=	find_negative_index(grid[i][:bound]     )
      total += bound
   return (len(_A     ) * len(grid[0]     )) - total







def __UpperCamelCase( _A       :					list[list[int]]     ):
   '''simple docstring'''
   return len([number for row in grid for number in row if number < 0]     )







def __UpperCamelCase( _A       :					list[list[int]]     ):
   '''simple docstring'''
   UpperCAmelCase__				:					str 					=	0
   for row in grid:
      for i, number in enumerate(_A     ):
         if number < 0:
            total += len(_A     ) - i
            break
   return total







def __UpperCamelCase( ):
   '''simple docstring'''
   from timeit import timeit

   print('''Running benchmarks'''     )
   UpperCAmelCase__				:					List[Any] 					=	(
       '''from __main__ import count_negatives_binary_search, '''
       '''count_negatives_brute_force, count_negatives_brute_force_with_break, grid'''
   )
   for func in (
       "count_negatives_binary_search",  # took 0.7727 seconds
       "count_negatives_brute_force_with_break",  # took 4.6505 seconds
       "count_negatives_brute_force",  # took 12.8160 seconds
   ):
      UpperCAmelCase__				:					Dict 					=	timeit(F'''{func}(grid=grid)'''	,      setup=_A	,      number=5_00     )
      print(F'''{func}() took {time:0.4f} seconds'''     )


if __name__ == "__main__":
  import doctest

  doctest.testmod()
  benchmark()





'''simple docstring'''

import os
from datetime import datetime as dt

from github import Github


UpperCamelCase__  :						str					=      [
    'good first issue',
    'good second issue',
    'good difficult issue',
    'enhancement',
    'new pipeline/model',
    'new scheduler',
    'wip',
]







def __UpperCamelCase( ):
   '''simple docstring'''
   UpperCAmelCase__				:					str 					=	Github(os.environ['''GITHUB_TOKEN''']     )
   UpperCAmelCase__				:					Union[str, Any] 					=	g.get_repo('''huggingface/diffusers'''     )
   UpperCAmelCase__				:					Union[str, Any] 					=	repo.get_issues(state='''open'''     )

   for issue in open_issues:
      UpperCAmelCase__				:					int 					=	sorted(issue.get_comments()	,      key=lambda _A     : i.created_at	,      reverse=_A     )
      UpperCAmelCase__				:					int 					=	comments[0] if len(_A     ) > 0 else None
      if (
          last_comment is not None
          and last_comment.user.login == "github-actions[bot]"
          and (dt.utcnow() - issue.updated_at).days > 7
          and (dt.utcnow() - issue.created_at).days >= 30
          and not any(label.name.lower() in LABELS_TO_EXEMPT for label in issue.get_labels()     )
      ):
         # Closes the issue after 7 days of inactivity since the Stalebot notification.
         issue.edit(state='''closed'''     )
      elif (
          "stale" in issue.get_labels()
          and last_comment is not None
          and last_comment.user.login != "github-actions[bot]"
      ):
         # Opens the issue if someone other than Stalebot commented.
         issue.edit(state='''open'''     )
         issue.remove_from_labels('''stale'''     )
      elif (
          (dt.utcnow() - issue.updated_at).days > 23
          and (dt.utcnow() - issue.created_at).days >= 30
          and not any(label.name.lower() in LABELS_TO_EXEMPT for label in issue.get_labels()     )
      ):
         # Post a Stalebot notification after 23 days of inactivity.
         issue.create_comment(
             '''This issue has been automatically marked as stale because it has not had '''
             '''recent activity. If you think this still needs to be addressed '''
             '''please comment on this thread.\n\nPlease note that issues that do not follow the '''
             '''[contributing guidelines](https://github.com/huggingface/diffusers/blob/main/CONTRIBUTING.md) '''
             '''are likely to be ignored.'''     )
         issue.add_to_labels('''stale'''     )


if __name__ == "__main__":
  main()




