






'''simple docstring'''







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

import cva
UpperCamelCase    :      Dict  			=		''
UpperCamelCase    :      Any  			=		''
UpperCamelCase    :      Optional[Any]  			=		''
UpperCamelCase    :      Optional[Any]  			=		1  # (0 is vertical, 1 is horizontal)
def 						A__			(				):
						lowerCamelCase__       ,			lowerCamelCase__         =  get_dataset(__lowerCAmelCase   ,    __lowerCAmelCase						)
						print("""Processing..."""						)
						lowerCamelCase__       ,			lowerCamelCase__       ,			lowerCamelCase__         =  update_image_and_anno(__lowerCAmelCase   ,    __lowerCAmelCase   ,    __lowerCAmelCase						)

						for index, image in enumerate(__lowerCAmelCase						):
												# Get random string code: '7b7ad245cdff75241935e4dd860f3bad'
												lowerCamelCase__         =  random_chars(32						)
												lowerCamelCase__         =  paths[index].split(os.sep						)[-1].rsplit("""."""   ,    1						)[0]
												lowerCamelCase__         =  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}'''						)
												lowerCamelCase__         =  []
												for anno in new_annos[index]:
																		lowerCamelCase__         =  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 						A__			(				__lowerCAmelCase		:			str   ,    __lowerCAmelCase		:			str						):
						lowerCamelCase__         =  []
						lowerCamelCase__         =  []
						for label_file in glob.glob(os.path.join(__lowerCAmelCase   ,    """*.txt"""						)						):
												lowerCamelCase__         =  label_file.split(os.sep						)[-1].rsplit("""."""   ,    1						)[0]
												with open(__lowerCAmelCase						) as in_file:
																		lowerCamelCase__         =  in_file.readlines()
												lowerCamelCase__         =  os.path.join(__lowerCAmelCase   ,    F'''{label_name}.jpg'''						)

												lowerCamelCase__         =  []
												for obj_list in obj_lists:
																		lowerCamelCase__         =  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 						A__			(				__lowerCAmelCase		:			list   ,    __lowerCAmelCase		:			list   ,    __lowerCAmelCase		:			int = 1						):
						lowerCamelCase__         =  []
						lowerCamelCase__         =  []
						lowerCamelCase__         =  []
						for idx in range(len(__lowerCAmelCase						)						):
												lowerCamelCase__         =  []
												lowerCamelCase__         =  img_list[idx]
												path_list.append(__lowerCAmelCase						)
												lowerCamelCase__         =  anno_list[idx]
												lowerCamelCase__         =  cva.imread(__lowerCAmelCase						)
												if flip_type == 1:
																		lowerCamelCase__         =  cva.flip(__lowerCAmelCase   ,    __lowerCAmelCase						)
																		for bbox in img_annos:
																								lowerCamelCase__         =  1 - bbox[1]
																								new_annos.append([bbox[0], x_center_new, bbox[2], bbox[3], bbox[4]]						)
												elif flip_type == 0:
																		lowerCamelCase__         =  cva.flip(__lowerCAmelCase   ,    __lowerCAmelCase						)
																		for bbox in img_annos:
																								lowerCamelCase__         =  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 						A__			(				__lowerCAmelCase		:			int = 32						):
						assert number_char > 1, "The number of character should greater than 1"
						lowerCamelCase__         =  ascii_lowercase + digits
						return "".join(random.choice(__lowerCAmelCase						) for _ in range(__lowerCAmelCase						)						)


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









'''simple docstring'''







def 						A__			(				):
						return [
						    a * b * (1000 - a - b)
						    for a in range(1   ,    999						)
						    for b in range(__lowerCAmelCase   ,    999						)
						    if (a * a + b * b == (1000 - a - b) ** 2)
						][0]


if __name__ == "__main__":
							print(F'{solution() = }')

