





'''simple docstring'''




def 	UpperCAmelCase_							(					)		->       list[list[int]]:


     '''simple docstring'''



     return [list(range(1000 - i			,     -1000 - i			,     -1       )       ) for i in range(1000       )]


__SCREAMING_SNAKE_CASE     :str       =				generate_large_matrix()
__SCREAMING_SNAKE_CASE     :Any       =				(
    [[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_							(					__lowercase							:      list[list[int]]       )		->       None:


     '''simple docstring'''



     assert all(row == sorted(__lowercase			,     reverse=__lowercase       ) for row in grid       )
     assert all(list(__lowercase       ) == sorted(__lowercase			,     reverse=__lowercase       ) for col in zip(*__lowercase       )       )
def 	UpperCAmelCase_							(					__lowercase							:      list[int]       )		->       int:


     '''simple docstring'''



     _UpperCAmelCase     							=   0
     _UpperCAmelCase     							=   len(__lowercase       ) - 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     							=   (left + right) // 2
          _UpperCAmelCase     							=   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     							=   mid + 1
          else:
               _UpperCAmelCase     							=   mid - 1
    # No negative numbers so return the last index of the array + 1 which is the length.
     return len(__lowercase       )
def 	UpperCAmelCase_							(					__lowercase							:      list[list[int]]       )		->       int:


     '''simple docstring'''



     _UpperCAmelCase     							=   0
     _UpperCAmelCase     							=   len(grid[0]       )

     for i in range(len(__lowercase       )       ):
          _UpperCAmelCase     							=   find_negative_index(grid[i][:bound]       )
          total += bound
     return (len(__lowercase       ) * len(grid[0]       )) - total
def 	UpperCAmelCase_							(					__lowercase							:      list[list[int]]       )		->       int:


     '''simple docstring'''



     return len([number for row in grid for number in row if number < 0]       )
def 	UpperCAmelCase_							(					__lowercase							:      list[list[int]]       )		->       int:


     '''simple docstring'''



     _UpperCAmelCase     							=   0
     for row in grid:
          for i, number in enumerate(__lowercase       ):
               if number < 0:
                    total += len(__lowercase       ) - i
                    break
     return total
def 	UpperCAmelCase_							(					)		->       None:


     '''simple docstring'''



     from timeit import timeit

     print("Running benchmarks"       )
     _UpperCAmelCase     							=   (
         "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     							=   timeit(f'{func}(grid=grid)'			,     setup=__lowercase			,     number=500       )
          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


__SCREAMING_SNAKE_CASE     :str       =				[
    '''good first issue''',
    '''feature request''',
    '''wip''',
]
def 	UpperCAmelCase_							(					)		->       Optional[Any]:


     '''simple docstring'''



     _UpperCAmelCase     							=   Github(os.environ["GITHUB_TOKEN"]       )
     _UpperCAmelCase     							=   g.get_repo("huggingface/accelerate"       )
     _UpperCAmelCase     							=   repo.get_issues(state="open"       )

     for issue in open_issues:
          _UpperCAmelCase     							=   sorted([comment for comment in issue.get_comments()]			,     key=lambda __lowercase       : i.created_at			,     reverse=__lowercase       )
          _UpperCAmelCase     							=   comments[0] if len(__lowercase       ) > 0 else None
          _UpperCAmelCase     							=   dt.utcnow()
          _UpperCAmelCase     							=   (current_time - issue.updated_at).days
          _UpperCAmelCase     							=   (current_time - issue.created_at).days
          if (
              last_comment is not None
              and last_comment.user.login == "github-actions[bot]"
              and days_since_updated > 7
              and days_since_creation >= 30
              and not any(label.name.lower() in LABELS_TO_EXEMPT for label in issue.get_labels()       )
          ):
               # Close issue since it has been 7 days of inactivity since bot mention.
               issue.edit(state="closed"       )
          elif (
              days_since_updated > 23
              and days_since_creation >= 30
              and not any(label.name.lower() in LABELS_TO_EXEMPT for label in issue.get_labels()       )
          ):
               # Add stale comment
               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/accelerate/blob/main/CONTRIBUTING.md) "
                   "are likely to be ignored."       )


if __name__ == "__main__":
  main()




