



"""simple docstring"""

from pathlib import Path

import cva
import numpy as np
from matplotlib import pyplot as plt




def __lowercase			(							_a		,			_a		,			_a		,			_a		,			_a    ):
    snake_case_ :     str				=	cva.getAffineTransform(_a		,			_a    )
    return cva.warpAffine(_a		,			_a		,			(rows, cols)    )


if __name__ == "__main__":
     # read original image
     lowercase__    :  Union[str, Any]							    =	cva.imread(
         str(Path(__file__).resolve().parent.parent / '''image_data''' / '''lena.jpg''')
     )
     # turn image in gray scale value
     lowercase__    :  Dict							    =	cva.cvtColor(image, cva.COLOR_BGR2GRAY)
     # get image shape
     lowercase__    ,lowercase__    :  Tuple							    =	gray_img.shape

     # set different points to rotate image
     lowercase__    :  Tuple							    =	np.array([[50, 50], [2_00, 50], [50, 2_00]], np.floataa)
     lowercase__    :  str							    =	np.array([[10, 1_00], [2_00, 50], [1_00, 2_50]], np.floataa)
     lowercase__    :  Union[str, Any]							    =	np.array([[50, 50], [1_50, 50], [1_20, 2_00]], np.floataa)
     lowercase__    :  int							    =	np.array([[10, 1_00], [80, 50], [1_80, 2_50]], np.floataa)

     # add all rotated images in a list
     lowercase__    :  Tuple							    =	[
         gray_img,
         get_rotation(gray_img, ptsa, ptsa, img_rows, img_cols),
         get_rotation(gray_img, ptsa, ptsa, img_rows, img_cols),
         get_rotation(gray_img, ptsa, ptsa, img_rows, img_cols),
     ]

     # plot different image rotations
     lowercase__    :  Tuple							    =	plt.figure(1)
     lowercase__    :  Optional[Any]							    =	['''Original''', '''Rotation 1''', '''Rotation 2''', '''Rotation 3''']
     for i, image in enumerate(images):
          plt.subplot(2, 2, i + 1), plt.imshow(image, '''gray''')
          plt.title(titles[i])
          plt.axis('''off''')
          plt.subplots_adjust(left=0.0, bottom=0.05, right=1.0, top=0.95)
     plt.show()










"""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()





