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

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







def 						A__  (					):
    _lowerCamelCase						,							_lowerCamelCase     :		Optional[Any] 						=						get_dataset(__UpperCamelCase   , __UpperCamelCase	)
    print("""Processing..."""	)
    _lowerCamelCase						,							_lowerCamelCase						,							_lowerCamelCase     :		Optional[Any] 						=						update_image_and_anno(__UpperCamelCase   , __UpperCamelCase   , __UpperCamelCase	)

    for index, image in enumerate(__UpperCamelCase	):
        # Get random string code: '7b7ad245cdff75241935e4dd860f3bad'
        _lowerCamelCase     :		int 						=						random_chars(32	)
        _lowerCamelCase     :		str 						=						paths[index].split(os.sep	)[-1].rsplit("""."""   , 1	)[0]
        _lowerCamelCase     :		Dict 						=						F"""{OUTPUT_DIR}/{file_name}_FLIP_{letter_code}"""
        cva.imwrite(F"""/{file_root}.jpg"""   , __UpperCamelCase   , [cva.IMWRITE_JPEG_QUALITY, 85]	)
        print(F"""Success {index+1}/{len(__UpperCamelCase	)} with {file_name}"""	)
        _lowerCamelCase     :		Tuple 						=						[]
        for anno in new_annos[index]:
            _lowerCamelCase     :		Tuple 						=						F"""{anno[0]} {anno[1]} {anno[2]} {anno[3]} {anno[4]}"""
            annos_list.append(__UpperCamelCase	)
        with open(F"""/{file_root}.txt"""   , """w"""	) as outfile:
            outfile.write("""\n""".join(line for line in annos_list	)	)







def 						A__  (					__A   , __A	):
    _lowerCamelCase     :		Any 						=						[]
    _lowerCamelCase     :		Union[str, Any] 						=						[]
    for label_file in glob.glob(os.path.join(__UpperCamelCase   , """*.txt"""	)	):
        _lowerCamelCase     :		Union[str, Any] 						=						label_file.split(os.sep	)[-1].rsplit("""."""   , 1	)[0]
        with open(__UpperCamelCase	) as in_file:
            _lowerCamelCase     :		Union[str, Any] 						=						in_file.readlines()
        _lowerCamelCase     :		Dict 						=						os.path.join(__UpperCamelCase   , F"""{label_name}.jpg"""	)

        _lowerCamelCase     :		List[str] 						=						[]
        for obj_list in obj_lists:
            _lowerCamelCase     :		List[Any] 						=						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(__UpperCamelCase	)
        labels.append(__UpperCamelCase	)
    return img_paths, labels







def 						A__  (					__A   , __A   , __A = 1	):
    _lowerCamelCase     :		List[Any] 						=						[]
    _lowerCamelCase     :		Dict 						=						[]
    _lowerCamelCase     :		Any 						=						[]
    for idx in range(len(__UpperCamelCase	)	):
        _lowerCamelCase     :		str 						=						[]
        _lowerCamelCase     :		Dict 						=						img_list[idx]
        path_list.append(__UpperCamelCase	)
        _lowerCamelCase     :		List[str] 						=						anno_list[idx]
        _lowerCamelCase     :		List[str] 						=						cva.imread(__UpperCamelCase	)
        if flip_type == 1:
            _lowerCamelCase     :		List[Any] 						=						cva.flip(__UpperCamelCase   , __UpperCamelCase	)
            for bbox in img_annos:
                _lowerCamelCase     :		Optional[int] 						=						1 - bbox[1]
                new_annos.append([bbox[0], x_center_new, bbox[2], bbox[3], bbox[4]]	)
        elif flip_type == 0:
            _lowerCamelCase     :		int 						=						cva.flip(__UpperCamelCase   , __UpperCamelCase	)
            for bbox in img_annos:
                _lowerCamelCase     :		List[Any] 						=						1 - bbox[2]
                new_annos.append([bbox[0], bbox[1], y_center_new, bbox[3], bbox[4]]	)
        new_annos_lists.append(__UpperCamelCase	)
        new_imgs_list.append(__UpperCamelCase	)
    return new_imgs_list, new_annos_lists, path_list







def 						A__  (					__A = 32	):
    assert number_char > 1, "The number of character should greater than 1"
    _lowerCamelCase     :		Union[str, Any] 						=						ascii_lowercase + digits
    return "".join(random.choice(__UpperCamelCase	) for _ in range(__UpperCamelCase	)	)


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





def 						A__  (					__A	):







    '''simple docstring'''
    _lowerCamelCase     :		Tuple 						=						0
    for ch in input_str:
        _lowerCamelCase     :		Optional[Any] 						=						ord(__A	)
        _lowerCamelCase     :		List[str] 						=						pow(2   , __A	)

        # If we already turned on bit for current character's unicode
        if bitmap >> ch_unicode & 1 == 1:
            return False
        bitmap |= ch_bit_index_on
    return True


if __name__ == "__main__":
    import doctest

    doctest.testmod()




