






"""simple docstring"""



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

import cva
A__			:							List[Any]					   =   ''
A__			:							str					   =   ''
A__			:							Optional[Any]					   =   ''
A__			:							Optional[Any]					   =   1  # (0 is vertical, 1 is horizontal)

def 					_snake_case							(	)							->      None:
							lowerCamelCase_			:				int										=get_dataset(__snake_case							,		__snake_case    )
							print("Processing..."    )
							lowerCamelCase_			:				Any										=update_image_and_anno(__snake_case							,		__snake_case							,		__snake_case    )

							for index, image in enumerate(__snake_case    ):
														# Get random string code: '7b7ad245cdff75241935e4dd860f3bad'
														lowerCamelCase_			:				List[str]										=random_chars(32    )
														lowerCamelCase_			:				Dict										=paths[index].split(os.sep    )[-1].rsplit("."							,		1    )[0]
														lowerCamelCase_			:				str										=F"""{OUTPUT_DIR}/{file_name}_FLIP_{letter_code}"""
														cva.imwrite(F"""/{file_root}.jpg"""							,		__snake_case							,		[cva.IMWRITE_JPEG_QUALITY, 85]    )
														print(F"""Success {index+1}/{len(__snake_case    )} with {file_name}"""    )
														lowerCamelCase_			:				Tuple										=[]
														for anno in new_annos[index]:
																					lowerCamelCase_			:				Dict										=F"""{anno[0]} {anno[1]} {anno[2]} {anno[3]} {anno[4]}"""
																					annos_list.append(__snake_case    )
														with open(F"""/{file_root}.txt"""							,		"w"    ) as outfile:
																					outfile.write("\n".join(line for line in annos_list    )    )

def 					_snake_case							(	lowerCamelCase__      :       Union[str, Any]							,		lowerCamelCase__      :       Optional[Any]    )							->      tuple[list, list]:
							lowerCamelCase_			:				Tuple										=[]
							lowerCamelCase_			:				Tuple										=[]
							for label_file in glob.glob(os.path.join(__snake_case							,		"*.txt"    )    ):
														lowerCamelCase_			:				str										=label_file.split(os.sep    )[-1].rsplit("."							,		1    )[0]
														with open(__snake_case    ) as in_file:
																					lowerCamelCase_			:				int										=in_file.readlines()
														lowerCamelCase_			:				Optional[int]										=os.path.join(__snake_case							,		F"""{label_name}.jpg"""    )

														lowerCamelCase_			:				str										=[]
														for obj_list in obj_lists:
																					lowerCamelCase_			:				Optional[Any]										=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(__snake_case    )
														labels.append(__snake_case    )
							return img_paths, labels

def 					_snake_case							(	lowerCamelCase__      :       Tuple							,		lowerCamelCase__      :       List[str]							,		lowerCamelCase__      :       Any = 1    )							->      tuple[list, list, list]:
							lowerCamelCase_			:				List[Any]										=[]
							lowerCamelCase_			:				Union[str, Any]										=[]
							lowerCamelCase_			:				Union[str, Any]										=[]
							for idx in range(len(__snake_case    )    ):
														lowerCamelCase_			:				Any										=[]
														lowerCamelCase_			:				Dict										=img_list[idx]
														path_list.append(__snake_case    )
														lowerCamelCase_			:				Optional[Any]										=anno_list[idx]
														lowerCamelCase_			:				Optional[Any]										=cva.imread(__snake_case    )
														if flip_type == 1:
																					lowerCamelCase_			:				List[Any]										=cva.flip(__snake_case							,		__snake_case    )
																					for bbox in img_annos:
																												lowerCamelCase_			:				Optional[int]										=1 - bbox[1]
																												new_annos.append([bbox[0], x_center_new, bbox[2], bbox[3], bbox[4]]    )
														elif flip_type == 0:
																					lowerCamelCase_			:				List[Any]										=cva.flip(__snake_case							,		__snake_case    )
																					for bbox in img_annos:
																												lowerCamelCase_			:				List[Any]										=1 - bbox[2]
																												new_annos.append([bbox[0], bbox[1], y_center_new, bbox[3], bbox[4]]    )
														new_annos_lists.append(__snake_case    )
														new_imgs_list.append(__snake_case    )
							return new_imgs_list, new_annos_lists, path_list

def 					_snake_case							(	lowerCamelCase__      :       int = 32    )							->      str:
							assert number_char > 1, "The number of character should greater than 1"
							lowerCamelCase_			:				Dict										=ascii_lowercase + digits
							return "".join(random.choice(__snake_case    ) for _ in range(__snake_case    )    )


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








"""simple docstring"""






# Function to print upper half of diamond (pyramid)


def      _lowercase							(    __snake_case      )		->  Dict:
			for i in range(0   ,__snake_case      ):
						for _ in range(0   ,n - i - 1      ):  # printing spaces
									print(" "   ,end=""      )
						for _ in range(0   ,i + 1      ):  # printing stars
									print("* "   ,end=""      )
						print()


def      _lowercase							(    __snake_case      )		->  Tuple:
			for i in range(__snake_case   ,0   ,-1      ):
						for _ in range(__snake_case   ,0   ,-1      ):  # printing stars
									print("* "   ,end=""      )
						print()
						for _ in range(n - i + 1   ,0   ,-1      ):  # printing spaces
									print(" "   ,end=""      )


def      _lowercase							(    __snake_case      )		->  Any:
			if n <= 0:
						print("       ...       ....        nothing printing :("      )
						return
			floyd(__snake_case      )  # upper half
			reverse_floyd(__snake_case      )  # lower half


if __name__ == "__main__":
	print(R'| /\ | |- |  |-  |--| |\  /| |-')
	print(R'|/  \| |- |_ |_  |__| | \/ | |_')
	__snake_case				:  Tuple =       1
	while K:
		__snake_case				:  List[str] =       int(input('enter the number and , and see the magic : '))
		print()
		pretty_print(user_number)
		__snake_case				:  Optional[Any] =       int(input('press 0 to exit... and 1 to continue...'))

	print('Good Bye...')