
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 				_lowerCamelCase      (       ):



				'''simple docstring'''







				A			,							A  :	List[Any]				=					get_dataset(UpperCamelCase_					,						UpperCamelCase_		)
				print('''Processing...'''		)
				A			,							A			,							A  :	Tuple				=					update_image_and_anno(UpperCamelCase_					,						UpperCamelCase_					,						UpperCamelCase_		)

				for index, image in enumerate(UpperCamelCase_		):
								# Get random string code: '7b7ad245cdff75241935e4dd860f3bad'
								A  :	List[str]				=					random_chars(32		)
								A  :	Optional[int]				=					paths[index].split(os.sep		)[-1].rsplit('''.'''					,						1		)[0]
								A  :	Any				=					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  :	Union[str, Any]				=					[]
								for anno in new_annos[index]:
												A  :	List[str]				=					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 				_lowerCamelCase      (       lowerCamelCase_:	str					,						lowerCamelCase_:	str		):



				'''simple docstring'''







				A  :	int				=					[]
				A  :	Dict				=					[]
				for label_file in glob.glob(os.path.join(UpperCamelCase_					,						'''*.txt'''		)		):
								A  :	List[Any]				=					label_file.split(os.sep		)[-1].rsplit('''.'''					,						1		)[0]
								with open(UpperCamelCase_		) as in_file:
												A  :	Optional[int]				=					in_file.readlines()
								A  :	Union[str, Any]				=					os.path.join(UpperCamelCase_					,						f"""{label_name}.jpg"""		)

								A  :	Optional[int]				=					[]
								for obj_list in obj_lists:
												A  :	str				=					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 				_lowerCamelCase      (       lowerCamelCase_:	list					,						lowerCamelCase_:	list					,						lowerCamelCase_:	int = 1		):



				'''simple docstring'''







				A  :	int				=					[]
				A  :	Dict				=					[]
				A  :	Union[str, Any]				=					[]
				for idx in range(len(UpperCamelCase_		)		):
								A  :	Dict				=					[]
								A  :	Dict				=					img_list[idx]
								path_list.append(UpperCamelCase_		)
								A  :	Optional[int]				=					anno_list[idx]
								A  :	str				=					cva.imread(UpperCamelCase_		)
								if flip_type == 1:
												A  :	int				=					cva.flip(UpperCamelCase_					,						UpperCamelCase_		)
												for bbox in img_annos:
																A  :	int				=					1 - bbox[1]
																new_annos.append([bbox[0], x_center_new, bbox[2], bbox[3], bbox[4]]		)
								elif flip_type == 0:
												A  :	Tuple				=					cva.flip(UpperCamelCase_					,						UpperCamelCase_		)
												for bbox in img_annos:
																A  :	str				=					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 				_lowerCamelCase      (       lowerCamelCase_:	int = 32		):



				'''simple docstring'''







				assert number_char > 1, "The number of character should greater than 1"
				A  :	Optional[Any]				=					ascii_lowercase + digits
				return "".join(random.choice(UpperCamelCase_		) for _ in range(UpperCamelCase_		)		)


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




from __future__ import annotations



def 		lowerCAmelCase__     (       UpperCamelCase_					:							dict			,							UpperCamelCase_					:							str						)->	set[str]:
    A__			,						A__					=       set(UpperCamelCase_						), [start]

    while stack:
        A__					=       stack.pop()
        explored.add(UpperCamelCase_						)
        # Differences from BFS:
        # 1) pop last element instead of first one
        # 2) add adjacent elements to stack without exploring them
        for adj in reversed(graph[v]						):
            if adj not in explored:
                stack.append(UpperCamelCase_						)
    return explored


_lowercase    	=		{
    "A": ["B", "C", "D"],
    "B": ["A", "D", "E"],
    "C": ["A", "F"],
    "D": ["B", "D"],
    "E": ["B", "F"],
    "F": ["C", "E", "G"],
    "G": ["F"],
}

if __name__ == "__main__":
   import doctest

   doctest.testmod()
   print(depth_first_search(G, "A"))
