





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

import cva
__lowercase       :Any       =  ""
__lowercase       :Optional[Any]       =  ""
__lowercase       :Tuple       =  ""
__lowercase       :List[Any]       =  1  # (0 is vertical, 1 is horizontal)







def       UpperCAmelCase							(     ):





						'''simple docstring'''


						SCREAMING_SNAKE_CASE__,							SCREAMING_SNAKE_CASE__     :				Union[str, Any]   =					get_dataset(_lowerCamelCase			,   _lowerCamelCase     )
						print("Processing..."     )
						SCREAMING_SNAKE_CASE__,							SCREAMING_SNAKE_CASE__,							SCREAMING_SNAKE_CASE__     :				List[Any]   =					update_image_and_anno(_lowerCamelCase			,   _lowerCamelCase			,   _lowerCamelCase     )

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





						'''simple docstring'''


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

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





						'''simple docstring'''


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





						'''simple docstring'''


						assert number_char > 1, "The number of character should greater than 1"
						SCREAMING_SNAKE_CASE__     :				List[str]   =					ascii_lowercase + digits
						return "".join(random.choice(_lowerCamelCase     ) for _ in range(_lowerCamelCase     )     )


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






def       UpperCAmelCase							(     _lowerCamelCase      :  int = 4_000_000     ):





						'''simple docstring'''


						SCREAMING_SNAKE_CASE__     :				Any   =					[0, 1]
						SCREAMING_SNAKE_CASE__     :				List[Any]   =					0
						while fib[i] <= n:
												fib.append(fib[i] + fib[i + 1]     )
												if fib[i + 2] > n:
																		break
												i += 1
						SCREAMING_SNAKE_CASE__     :				Optional[Any]   =					0
						for j in range(len(_lowerCamelCase     ) - 1     ):
												if fib[j] % 2 == 0:
																		total += fib[j]

						return total


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