






import glob
import os
import random
from string import ascii_lowercase, digits

import cva
__a      :       str				  =   ""
__a      :       List[Any]				  =   ""
__a      :       Union[str, Any]				  =   ""
__a      :       Optional[Any]				  =   1  # (0 is vertical, 1 is horizontal)



def 			_SCREAMING_SNAKE_CASE						( )						->      None:





    """simple docstring"""

    __A    ,	__A         =	get_dataset(__lowercase			,				__lowercase    )
    print("""Processing..."""    )
    __A    ,	__A    ,	__A         =	update_image_and_anno(__lowercase			,				__lowercase			,				__lowercase    )

    for index, image in enumerate(__lowercase    ):
        # Get random string code: '7b7ad245cdff75241935e4dd860f3bad'
        __A         =	random_chars(3_2    )
        __A         =	paths[index].split(os.sep    )[-1].rsplit("""."""			,				1    )[0]
        __A         =	f"{OUTPUT_DIR}/{file_name}_FLIP_{letter_code}"
        cva.imwrite(f"/{file_root}.jpg"			,				__lowercase			,				[cva.IMWRITE_JPEG_QUALITY, 8_5]    )
        print(f"Success {index+1}/{len(__lowercase    )} with {file_name}"    )
        __A         =	[]
        for anno in new_annos[index]:
            __A         =	f"{anno[0]} {anno[1]} {anno[2]} {anno[3]} {anno[4]}"
            annos_list.append(__lowercase    )
        with open(f"/{file_root}.txt"			,				"""w"""    ) as outfile:
            outfile.write("""\n""".join(line for line in annos_list    )    )



def 			_SCREAMING_SNAKE_CASE						( __lowercase   :			str			,				__lowercase   :			str    )						->      tuple[list, list]:





    """simple docstring"""

    __A         =	[]
    __A         =	[]
    for label_file in glob.glob(os.path.join(__lowercase			,				"""*.txt"""    )    ):
        __A         =	label_file.split(os.sep    )[-1].rsplit("""."""			,				1    )[0]
        with open(__lowercase    ) as in_file:
            __A         =	in_file.readlines()
        __A         =	os.path.join(__lowercase			,				f"{label_name}.jpg"    )

        __A         =	[]
        for obj_list in obj_lists:
            __A         =	obj_list.rstrip("""\n"""    ).split(""" """    )
            boxes.append(
                [
                    int(obj[0]    ),
                    float(obj[1]    ),
                    float(obj[2]    ),
                    float(obj[3]    ),
                    float(obj[4]    ),
                ]    )
        if not boxes:
            continue
        img_paths.append(__lowercase    )
        labels.append(__lowercase    )
    return img_paths, labels



def 			_SCREAMING_SNAKE_CASE						( __lowercase   :			list			,				__lowercase   :			list			,				__lowercase   :			int = 1    )						->      tuple[list, list, list]:





    """simple docstring"""

    __A         =	[]
    __A         =	[]
    __A         =	[]
    for idx in range(len(__lowercase    )    ):
        __A         =	[]
        __A         =	img_list[idx]
        path_list.append(__lowercase    )
        __A         =	anno_list[idx]
        __A         =	cva.imread(__lowercase    )
        if flip_type == 1:
            __A         =	cva.flip(__lowercase			,				__lowercase    )
            for bbox in img_annos:
                __A         =	1 - bbox[1]
                new_annos.append([bbox[0], x_center_new, bbox[2], bbox[3], bbox[4]]    )
        elif flip_type == 0:
            __A         =	cva.flip(__lowercase			,				__lowercase    )
            for bbox in img_annos:
                __A         =	1 - bbox[2]
                new_annos.append([bbox[0], bbox[1], y_center_new, bbox[3], bbox[4]]    )
        new_annos_lists.append(__lowercase    )
        new_imgs_list.append(__lowercase    )
    return new_imgs_list, new_annos_lists, path_list



def 			_SCREAMING_SNAKE_CASE						( __lowercase   :			int = 3_2    )						->      str:





    """simple docstring"""

    assert number_char > 1, "The number of character should greater than 1"
    __A         =	ascii_lowercase + digits
    return "".join(random.choice(__lowercase    ) for _ in range(__lowercase    )    )


if __name__ == "__main__":
  main()
  print("DONE ✅")












def 			_SCREAMING_SNAKE_CASE						( __lowercase   :			List[Any]			,				__lowercase   :			Dict			,				__lowercase   :			str    )						->      Dict:





    """simple docstring"""

    if n == 0:
        return 1

    elif n % 2 == 1:
        return (binary_exponentiation(__lowercase			,				n - 1			,				__lowercase    ) * a) % mod

    else:
        __A         =	binary_exponentiation(__lowercase			,				n / 2			,				__lowercase    )
        return (b * b) % mod


# a prime number
__a      :       Union[str, Any]				  =   701

__a      :       Dict				  =   1000000000
__a      :       Union[str, Any]				  =   10

# using binary exponentiation function, O(log(p)):
print((a / b) % p == (a * binary_exponentiation(b, p - 2, p)) % p)






print((a / b) % p == (a * b ** (p - 2)) % p)




