


'''simple docstring'''







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

import cva
SCREAMING_SNAKE_CASE_      =			''
SCREAMING_SNAKE_CASE_      =			''
SCREAMING_SNAKE_CASE_      =			''
SCREAMING_SNAKE_CASE_      =			1  # (0 is vertical, 1 is horizontal)




def        __lowercase						(      )				->					None:
     """simple docstring"""




     __a ,						__a       =   get_dataset(__SCREAMING_SNAKE_CASE				,  __SCREAMING_SNAKE_CASE		)
     print("""Processing..."""		)
     __a ,						__a ,						__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        __lowercase						(      __SCREAMING_SNAKE_CASE				,  __SCREAMING_SNAKE_CASE		)				->					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        __lowercase						(      __SCREAMING_SNAKE_CASE				,  __SCREAMING_SNAKE_CASE				,  __SCREAMING_SNAKE_CASE = 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        __lowercase						(      __SCREAMING_SNAKE_CASE = 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 ✅')










'''simple docstring'''







from math import pi, sqrt




def        __lowercase						(      __SCREAMING_SNAKE_CASE		)				->					float:
     """simple docstring"""




     if num <= 0:
          raise ValueError("""math domain error"""		)
     if num > 171.5:
          raise OverflowError("""math range error"""		)
     elif num - int(__SCREAMING_SNAKE_CASE		) not in (0, 0.5):
          raise NotImplementedError("""num must be an integer or a half-integer"""		)
     elif num == 0.5:
          return sqrt(__SCREAMING_SNAKE_CASE		)
     else:
          return 1.0 if num == 1 else (num - 1) * gamma(num - 1		)




def        __lowercase						(      )				->					None:
     """simple docstring"""




     assert gamma(0.5		) == sqrt(__SCREAMING_SNAKE_CASE		)
     assert gamma(1		) == 1.0
     assert gamma(2		) == 1.0


if __name__ == "__main__":
 from doctest import testmod

 testmod()
 SCREAMING_SNAKE_CASE_      =			1.0
 while num:
  SCREAMING_SNAKE_CASE_      =			float(input('Gamma of: '))
  print(f"""gamma({num}) = {gamma(num)}""")
  print('\nEnter 0 to exit...')






