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

import cva
_A   =			""
_A   =			""
_A   =			""
_A   =			1  # (0 is vertical, 1 is horizontal)



def 						lowercase_      (       )							->							None:
    """simple docstring"""

    snake_case					,							snake_case								= get_dataset(A__			,		A__		)
    print("Processing..."		)
    snake_case					,							snake_case					,							snake_case								= update_image_and_anno(A__			,		A__			,		A__		)

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



def 						lowercase_      (       A__			,		A__		)							->							tuple[list, list]:
    """simple docstring"""

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

        snake_case								= []
        for obj_list in obj_lists:
            snake_case								= 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(A__		)
        labels.append(A__		)
    return img_paths, labels



def 						lowercase_      (       A__			,		A__			,		A__ = 1		)							->							tuple[list, list, list]:
    """simple docstring"""

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



def 						lowercase_      (       A__ = 32		)							->							str:
    """simple docstring"""

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


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



class 					lowerCamelCase		:





     def __init__(self				:   List[Any]    ,   _A				:   str       )						->						Any:
         # we need a list not a string, so do something to change the type
         snake_case								= arr.split(","       )





     def 		UpperCAmelCase(self				:   str       )						->						str:
         snake_case								= [int(self.array[0]       )] * len(self.array       )
         snake_case								= [int(self.array[0]       )] * len(self.array       )
         for i in range(1    ,   len(self.array       )       ):
             snake_case								= max(
                 int(self.array[i]       ) + sum_value[i - 1]    ,   int(self.array[i]       )       )
             snake_case								= max(sum_value[i]    ,   rear[i - 1]       )
         return rear[len(self.array       ) - 1]


if __name__ == "__main__":
   _A   =			input("please input some numbers:")
   _A   =			SubArray(whole_array)
   _A   =			array.solve_sub_array()
   print(("the results is:", re))

