



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

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

def 			A_      (	):

				"""simple docstring"""
				a__      ,			a__				      =		get_dataset(__UpperCamelCase ,		__UpperCamelCase		)
				print("""Processing..."""		)
				a__      ,			a__      ,			a__				      =		update_image_and_anno(__UpperCamelCase ,		__UpperCamelCase ,		__UpperCamelCase		)

				for index, image in enumerate(__UpperCamelCase		):
								# Get random string code: '7b7ad245cdff75241935e4dd860f3bad'
								a__				      =		random_chars(32		)
								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''' ,		__UpperCamelCase ,		[cva.IMWRITE_JPEG_QUALITY, 85]		)
								print(F'''Success {index+1}/{len(__UpperCamelCase		)} 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(__UpperCamelCase		)
								with open(F'''/{file_root}.txt''' ,		"""w"""		) as outfile:
												outfile.write("""\n""".join(line for line in annos_list		)		)

def 			A_      (	__a     :				List[Any] ,		__a     :				Dict		):

				"""simple docstring"""
				a__				      =		[]
				a__				      =		[]
				for label_file in glob.glob(os.path.join(__UpperCamelCase ,		"""*.txt"""		)		):
								a__				      =		label_file.split(os.sep		)[-1].rsplit(""".""" ,		1		)[0]
								with open(__UpperCamelCase		) as in_file:
												a__				      =		in_file.readlines()
								a__				      =		os.path.join(__UpperCamelCase ,		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(__UpperCamelCase		)
								labels.append(__UpperCamelCase		)
				return img_paths, labels

def 			A_      (	__a     :				Tuple ,		__a     :				Tuple ,		__a     :				Dict = 1		):

				"""simple docstring"""
				a__				      =		[]
				a__				      =		[]
				a__				      =		[]
				for idx in range(len(__UpperCamelCase		)		):
								a__				      =		[]
								a__				      =		img_list[idx]
								path_list.append(__UpperCamelCase		)
								a__				      =		anno_list[idx]
								a__				      =		cva.imread(__UpperCamelCase		)
								if flip_type == 1:
												a__				      =		cva.flip(__UpperCamelCase ,		__UpperCamelCase		)
												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(__UpperCamelCase ,		__UpperCamelCase		)
												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(__UpperCamelCase		)
								new_imgs_list.append(__UpperCamelCase		)
				return new_imgs_list, new_annos_lists, path_list

def 			A_      (	__a     :				int = 32		):

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


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






def 			A_      (	__a     :				int ,		__a     :				int		):

				"""simple docstring"""
				return abs(__a		) if a == 0 else greatest_common_divisor(b % a ,		__a		)

def 			A_      (	__a     :				int ,		__a     :				int		):

				"""simple docstring"""
				while y:  # --> when y=0 then loop will terminate and return x as final GCD.
								a__      ,			a__				      =		y, x % y
				return abs(__a		)

def 			A_      (	):

				"""simple docstring"""
				try:
								a__				      =		input("""Enter two integers separated by comma (,): """		).split(""","""		)
								a__				      =		int(nums[0]		)
								a__				      =		int(nums[1]		)
								print(
								    F'''greatest_common_divisor({num_a}, {num_a}) = '''
								    F'''{greatest_common_divisor(__a ,		__a		)}'''		)
								print(F'''By iterative gcd({num_a}, {num_a}) = {gcd_by_iterative(__a ,		__a		)}'''		)
				except (IndexError, UnboundLocalError, ValueError):
								print("""Wrong input"""		)


if __name__ == "__main__":
	main()

