


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

import cva
snake_case    :   int	    =					''''''
snake_case    :   int	    =					''''''
snake_case    :   int	    =					''''''
snake_case    :   Any	    =					1  # (0 is vertical, 1 is horizontal)
def     __lowerCamelCase						(			):




      """simple docstring"""





      a							,    a						:Optional[int]										=	get_dataset(UpperCAmelCase_			,  UpperCAmelCase_						)
      print('''Processing...'''						)
      a							,    a							,    a						:List[str]										=	update_image_and_anno(UpperCAmelCase_			,  UpperCAmelCase_			,  UpperCAmelCase_						)

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




      """simple docstring"""





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

            a						:Union[str, Any]										=	[]
            for obj_list in obj_lists:
                  a						: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(UpperCAmelCase_						)
            labels.append(UpperCAmelCase_						)
      return img_paths, labels
def     __lowerCamelCase						(			UpperCAmelCase_						:		list			,  UpperCAmelCase_						:		list			,  UpperCAmelCase_						:		int = 1						):




      """simple docstring"""





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




      """simple docstring"""





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


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









def     __lowerCamelCase						(			UpperCAmelCase_						:		int = 100						):




      """simple docstring"""





      a						:List[Any]										=	0
      a						:List[Any]										=	0
      for i in range(1			,  n + 1						):
            sum_of_squares += i**2
            sum_of_ints += i
      return sum_of_ints**2 - sum_of_squares


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





