






from datetime import datetime as dt
import os

from github import Github


_a        =			[
    """good first issue""",
    """good second issue""",
    """good difficult issue""",
    """feature request""",
    """new model""",
    """wip""",
]


def 				snake_case__							(							):
    lowerCAmelCase__   :Dict      							=				Github(os.environ["GITHUB_TOKEN"]       )
    lowerCAmelCase__   :Dict      							=				g.get_repo("huggingface/transformers"       )
    lowerCAmelCase__   :List[Any]      							=				repo.get_issues(state="open"       )

    for issue in open_issues:
        lowerCAmelCase__   :Any      							=				sorted([comment for comment in issue.get_comments()]    ,			key=lambda UpperCAmelCase       : i.created_at    ,			reverse=UpperCAmelCase       )
        lowerCAmelCase__   :Optional[int]      							=				comments[0] if len(UpperCAmelCase       ) > 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 >= 3_0
            and not any(label.name.lower() in LABELS_TO_EXEMPT for label in issue.get_labels()       )
        ):
            # print(f"Would close issue {issue.number} since it has been 7 days of inactivity since bot mention.")
            issue.edit(state="closed"       )
        elif (
            (dt.utcnow() - issue.updated_at).days > 2_3
            and (dt.utcnow() - issue.created_at).days >= 3_0
            and not any(label.name.lower() in LABELS_TO_EXEMPT for label in issue.get_labels()       )
        ):
            # print(f"Would add stale comment to {issue.number}")
            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/transformers/blob/main/CONTRIBUTING.md) "
                "are likely to be ignored."       )


if __name__ == "__main__":
 main()











from __future__ import annotations

import numpy as np


def 				snake_case__							(							UpperCAmelCase							:  np.ndarray       ):
    lowerCAmelCase__							,lowerCAmelCase__   :List[str]      							=				np.shape(UpperCAmelCase       )
    if rows != columns:
        lowerCAmelCase__   :Tuple      							=				(
            "'table' has to be of square shaped array but got a "
            F'''{rows}x{columns} array:\n{table}'''
        )
        raise ValueError(UpperCAmelCase       )

    lowerCAmelCase__   :Optional[Any]      							=				np.zeros((rows, columns)       )
    lowerCAmelCase__   :Tuple      							=				np.zeros((rows, columns)       )
    for i in range(UpperCAmelCase       ):
        for j in range(UpperCAmelCase       ):
            lowerCAmelCase__   :Any      							=				sum(lower[i][k] * upper[k][j] for k in range(UpperCAmelCase       )       )
            if upper[j][j] == 0:
                raise ArithmeticError("No LU decomposition exists"       )
            lowerCAmelCase__   :Any      							=				(table[i][j] - total) / upper[j][j]
        lowerCAmelCase__   :Tuple      							=				1
        for j in range(UpperCAmelCase    ,			UpperCAmelCase       ):
            lowerCAmelCase__   :Optional[Any]      							=				sum(lower[i][k] * upper[k][j] for k in range(UpperCAmelCase       )       )
            lowerCAmelCase__   :Dict      							=				table[i][j] - total
    return lower, upper


if __name__ == "__main__":
 import doctest

 doctest.testmod()



