



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

import cva
lowerCamelCase_							:      Dict      =  ""
lowerCamelCase_							:      Any      =  ""
lowerCamelCase_							:      str      =  ""
lowerCamelCase_							:      str      =  1  # (0 is vertical, 1 is horizontal)
def  UpperCamelCase						(       )->       None:





						"""simple docstring"""





						A__							=       get_dataset(__SCREAMING_SNAKE_CASE			,							__SCREAMING_SNAKE_CASE    )
						print("Processing..."    )
						A__							=       update_image_and_anno(__SCREAMING_SNAKE_CASE			,							__SCREAMING_SNAKE_CASE			,							__SCREAMING_SNAKE_CASE    )

						for index, image in enumerate(__SCREAMING_SNAKE_CASE    ):
												# 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"""			,							__SCREAMING_SNAKE_CASE			,							[cva.IMWRITE_JPEG_QUALITY, 85]    )
												print(f"""Success {index+1}/{len(__SCREAMING_SNAKE_CASE    )} 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(__SCREAMING_SNAKE_CASE    )
												with open(f"""/{file_root}.txt"""			,							"w"    ) as outfile:
																		outfile.write("\n".join(line for line in annos_list    )    )
def  UpperCamelCase						(       _A			:				str			,							_A			:				Any    )->       tuple[list, list]:





						"""simple docstring"""





						A__							=       []
						A__							=       []
						for label_file in glob.glob(os.path.join(__SCREAMING_SNAKE_CASE			,							"*.txt"    )    ):
												A__							=       label_file.split(os.sep    )[-1].rsplit("."			,							1    )[0]
												with open(__SCREAMING_SNAKE_CASE    ) as in_file:
																		A__							=       in_file.readlines()
												A__							=       os.path.join(__SCREAMING_SNAKE_CASE			,							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(__SCREAMING_SNAKE_CASE    )
												labels.append(__SCREAMING_SNAKE_CASE    )
						return img_paths, labels
def  UpperCamelCase						(       _A			:				List[Any]			,							_A			:				List[Any]			,							_A			:				List[str] = 1    )->       tuple[list, list, list]:





						"""simple docstring"""





						A__							=       []
						A__							=       []
						A__							=       []
						for idx in range(len(__SCREAMING_SNAKE_CASE    )    ):
												A__							=       []
												A__							=       img_list[idx]
												path_list.append(__SCREAMING_SNAKE_CASE    )
												A__							=       anno_list[idx]
												A__							=       cva.imread(__SCREAMING_SNAKE_CASE    )
												if flip_type == 1:
																		A__							=       cva.flip(__SCREAMING_SNAKE_CASE			,							__SCREAMING_SNAKE_CASE    )
																		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(__SCREAMING_SNAKE_CASE			,							__SCREAMING_SNAKE_CASE    )
																		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(__SCREAMING_SNAKE_CASE    )
												new_imgs_list.append(__SCREAMING_SNAKE_CASE    )
						return new_imgs_list, new_annos_lists, path_list
def  UpperCamelCase						(       _A			:				Tuple = 32    )->       str:





						"""simple docstring"""





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


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










def  UpperCamelCase						(       _A			:				int			,							_A			:				int    )->       int:





						"""simple docstring"""





						return int((input_a, input_a).count(0    ) == 0    )
def  UpperCamelCase						(       )->       None:





						"""simple docstring"""





						assert and_gate(0			,							0    ) == 0
						assert and_gate(0			,							1    ) == 0
						assert and_gate(1			,							0    ) == 0
						assert and_gate(1			,							1    ) == 1


if __name__ == "__main__":
						test_and_gate()
						print(and_gate(1, 0))
						print(and_gate(0, 0))
						print(and_gate(0, 1))
						print(and_gate(1, 1))





