




'''simple docstring'''

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

import cva
a       :						List[str]								=		""
a       :						Tuple								=		""
a       :						Dict								=		""
a       :						List[str]								=		1  # (0 is vertical, 1 is horizontal)


def __UpperCAmelCase	(   )      ->      None:
			__snake_case		,     __snake_case			=		get_dataset(__lowerCamelCase		,				__lowerCamelCase						)
			print("Processing..."						)
			__snake_case		,     __snake_case		,     __snake_case			=		update_image_and_anno(__lowerCamelCase		,				__lowerCamelCase		,				__lowerCamelCase						)

			for index, image in enumerate(__lowerCamelCase						):
						# 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'''		,				__lowerCamelCase		,				[cva.IMWRITE_JPEG_QUALITY, 85]						)
						print(F'''Success {index+1}/{len(__lowerCamelCase						)} 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(__lowerCamelCase						)
						with open(F'''/{file_root}.txt'''		,				"w"						) as outfile:
									outfile.write("\n".join(line for line in annos_list						)						)


def __UpperCAmelCase	(   _UpperCAmelCase		:   Any		,				_UpperCAmelCase		:   Tuple						)      ->      tuple[list, list]:
			__snake_case			=		[]
			__snake_case			=		[]
			for label_file in glob.glob(os.path.join(__lowerCamelCase		,				"*.txt"						)						):
						__snake_case			=		label_file.split(os.sep						)[-1].rsplit("."		,				1						)[0]
						with open(__lowerCamelCase						) as in_file:
									__snake_case			=		in_file.readlines()
						__snake_case			=		os.path.join(__lowerCamelCase		,				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(__lowerCamelCase						)
						labels.append(__lowerCamelCase						)
			return img_paths, labels


def __UpperCAmelCase	(   _UpperCAmelCase		:   str		,				_UpperCAmelCase		:   str		,				_UpperCAmelCase		:   List[str] = 1						)      ->      tuple[list, list, list]:
			__snake_case			=		[]
			__snake_case			=		[]
			__snake_case			=		[]
			for idx in range(len(__lowerCamelCase						)						):
						__snake_case			=		[]
						__snake_case			=		img_list[idx]
						path_list.append(__lowerCamelCase						)
						__snake_case			=		anno_list[idx]
						__snake_case			=		cva.imread(__lowerCamelCase						)
						if flip_type == 1:
									__snake_case			=		cva.flip(__lowerCamelCase		,				__lowerCamelCase						)
									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(__lowerCamelCase		,				__lowerCamelCase						)
									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(__lowerCamelCase						)
						new_imgs_list.append(__lowerCamelCase						)
			return new_imgs_list, new_annos_lists, path_list


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


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











import os





def 						__A						(      ) ->			Dict:
	with open(os.path.dirname(__lowerCamelCase       ) + """/p022_names.txt"""       ) as file:
		a									=				str(file.readlines()[0]       )
		a									=				names.replace("""\""""				,     """"""       ).split(""","""       )

	names.sort()

	a									=				0
	a									=				0

	for i, name in enumerate(__lowerCamelCase       ):
		for letter in name:
			name_score += ord(__lowerCamelCase       ) - 64

		total_score += (i + 1) * name_score
		a									=				0
	return total_score


if __name__ == "__main__":
		print(solution())

