





'''simple docstring'''






from __future__ import annotations

import numpy as np
from numpy import floataa
from numpy.typing import NDArray
def    UpperCamelCase__      (		lowerCAmelCase							,	lowerCAmelCase							,	lowerCAmelCase							,	lowerCAmelCase							,	):





      """simple docstring"""


      _lowerCAmelCase							     =							coefficient_matrix.shape
      _lowerCAmelCase							     =							constant_matrix.shape

      if rowsa != colsa:
            _lowerCAmelCase							     =							f"Coefficient matrix dimensions must be nxn but received {rowsa}x{colsa}"
            raise ValueError(_a  )

      if colsa != 1:
            _lowerCAmelCase							     =							f"Constant matrix must be nx1 but received {rowsa}x{colsa}"
            raise ValueError(_a  )

      if rowsa != rowsa:
            _lowerCAmelCase							     =							(
                '''Coefficient and constant matrices dimensions must be nxn and nx1 but '''
                f"received {rowsa}x{colsa} and {rowsa}x{colsa}"
            )
            raise ValueError(_a  )

      if len(_a  ) != rowsa:
            _lowerCAmelCase							     =							(
                '''Number of initial values must be equal to number of rows in coefficient '''
                f"matrix but received {len(_a  )} and {rowsa}"
            )
            raise ValueError(_a  )

      if iterations <= 0:
            raise ValueError("""Iterations must be at least 1"""  )

      _lowerCAmelCase							     =							np.concatenate(
          (coefficient_matrix, constant_matrix)							,	axis=1  )

      _lowerCAmelCase							     =							table.shape

      strictly_diagonally_dominant(_a  )

      # Iterates the whole matrix for given number of times
      for _ in range(_a  ):
            _lowerCAmelCase							     =							[]
            for row in range(_a  ):
                  _lowerCAmelCase							     =							0
                  for col in range(_a  ):
                        if col == row:
                              _lowerCAmelCase							     =							table[row][col]
                        elif col == cols - 1:
                              _lowerCAmelCase							     =							table[row][col]
                        else:
                              temp += (-1) * table[row][col] * init_val[col]
                  _lowerCAmelCase							     =							(temp + val) / denom
                  new_val.append(_a  )
            _lowerCAmelCase							     =							new_val

      return [float(_a  ) for i in new_val]
def    UpperCamelCase__      (		lowerCAmelCase  ):





      """simple docstring"""


      _lowerCAmelCase							     =							table.shape

      _lowerCAmelCase							     =							True

      for i in range(0							,	_a  ):
            _lowerCAmelCase							     =							0
            for j in range(0							,	cols - 1  ):
                  if i == j:
                        continue
                  else:
                        total += table[i][j]

            if table[i][i] <= total:
                  raise ValueError("""Coefficient matrix is not strictly diagonally dominant"""  )

      return is_diagonally_dominant


# Test Cases
if __name__ == "__main__":
      import doctest

      doctest.testmod()











"""simple docstring"""

import os
from datetime import datetime as dt

from github import Github


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




def __lowercase			(							):
    snake_case_ :     Optional[Any]				=	Github(os.environ['''GITHUB_TOKEN''']    )
    snake_case_ :     Any				=	g.get_repo('''huggingface/diffusers'''    )
    snake_case_ :     Any				=	repo.get_issues(state='''open'''    )

    for issue in open_issues:
        snake_case_ :     str				=	sorted(issue.get_comments()		,			key=lambda _a    : i.created_at		,			reverse=_a    )
        snake_case_ :     Dict				=	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()





