


'''simple docstring'''







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

import cva
lowerCAmelCase    :     List[str]					=						""""""
lowerCAmelCase    :     Dict					=						""""""
lowerCAmelCase    :     Optional[Any]					=						""""""
lowerCAmelCase    :     Union[str, Any]					=						1  # (0 is vertical, 1 is horizontal)






def 			lowercase				():







       """simple docstring"""







       _lowerCAmelCase			,     _lowerCAmelCase    :							Union[str, Any]   			=       get_dataset(__a   ,						__a					)
       print('Processing...'					)
       _lowerCAmelCase			,     _lowerCAmelCase			,     _lowerCAmelCase    :							List[Any]   			=       update_image_and_anno(__a   ,						__a   ,						__a					)

       for index, image in enumerate(__a					):
              # Get random string code: '7b7ad245cdff75241935e4dd860f3bad'
              _lowerCAmelCase    :							List[str]   			=       random_chars(3_2					)
              _lowerCAmelCase    :							Tuple   			=       paths[index].split(os.sep					)[-1].rsplit('.'   ,						1					)[0]
              _lowerCAmelCase    :							Dict   			=       f'{OUTPUT_DIR}/{file_name}_FLIP_{letter_code}'
              cva.imwrite(f'/{file_root}.jpg'   ,						__a   ,						[cva.IMWRITE_JPEG_QUALITY, 8_5]					)
              print(f'Success {index+1}/{len(__a					)} with {file_name}'					)
              _lowerCAmelCase    :							List[str]   			=       []
              for anno in new_annos[index]:
                     _lowerCAmelCase    :							List[Any]   			=       f'{anno[0]} {anno[1]} {anno[2]} {anno[3]} {anno[4]}'
                     annos_list.append(__a					)
              with open(f'/{file_root}.txt'   ,						'w'					) as outfile:
                     outfile.write('\n'.join(line for line in annos_list					)					)






def 			lowercase				(_A   ,						_A					):







       """simple docstring"""







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

              _lowerCAmelCase    :							List[Any]   			=       []
              for obj_list in obj_lists:
                     _lowerCAmelCase    :							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(__a					)
              labels.append(__a					)
       return img_paths, labels






def 			lowercase				(_A   ,						_A   ,						_A = 1					):







       """simple docstring"""







       _lowerCAmelCase    :							Any   			=       []
       _lowerCAmelCase    :							str   			=       []
       _lowerCAmelCase    :							Dict   			=       []
       for idx in range(len(__a					)					):
              _lowerCAmelCase    :							Union[str, Any]   			=       []
              _lowerCAmelCase    :							Dict   			=       img_list[idx]
              path_list.append(__a					)
              _lowerCAmelCase    :							Any   			=       anno_list[idx]
              _lowerCAmelCase    :							Dict   			=       cva.imread(__a					)
              if flip_type == 1:
                     _lowerCAmelCase    :							int   			=       cva.flip(__a   ,						__a					)
                     for bbox in img_annos:
                            _lowerCAmelCase    :							Any   			=       1 - bbox[1]
                            new_annos.append([bbox[0], x_center_new, bbox[2], bbox[3], bbox[4]]					)
              elif flip_type == 0:
                     _lowerCAmelCase    :							Optional[Any]   			=       cva.flip(__a   ,						__a					)
                     for bbox in img_annos:
                            _lowerCAmelCase    :							str   			=       1 - bbox[2]
                            new_annos.append([bbox[0], bbox[1], y_center_new, bbox[3], bbox[4]]					)
              new_annos_lists.append(__a					)
              new_imgs_list.append(__a					)
       return new_imgs_list, new_annos_lists, path_list






def 			lowercase				(_A = 3_2					):







       """simple docstring"""







       assert number_char > 1, "The number of character should greater than 1"
       _lowerCAmelCase    :							Optional[int]   			=       ascii_lowercase + digits
       return "".join(random.choice(__a					) for _ in range(__a					)					)


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





'''simple docstring'''







from collections import Counter
from timeit import timeit






def 			lowercase				(_A = ""   ,						):







       """simple docstring"""







       return sum(c % 2 for c in Counter(input_str.replace(' '   ,						''					).lower()					).values()					) < 2






def 			lowercase				(_A = ""					):







       """simple docstring"""







       if len(_A					) == 0:
              return True
       _lowerCAmelCase    :							Union[str, Any]   			=       input_str.replace(' '   ,						''					).lower()
       # character_freq_dict: Stores the frequency of every character in the input string
       _lowerCAmelCase    :							dict[str, int]   			=       {}

       for character in lower_case_input_str:
              _lowerCAmelCase    :							Union[str, Any]   			=       character_freq_dict.get(_A   ,						0					) + 1
       _lowerCAmelCase    :							List[Any]   			=       0

       for character_count in character_freq_dict.values():
              if character_count % 2:
                     odd_char += 1
       if odd_char > 1:
              return False
       return True






def 			lowercase				(_A = ""					):







       """simple docstring"""







       print('\nFor string = '   ,						_A   ,						':'					)
       print(
           '> can_string_be_rearranged_as_palindrome_counter()'   ,						'\tans ='   ,						can_string_be_rearranged_as_palindrome_counter(_A					)   ,						'\ttime ='   ,						timeit(
               'z.can_string_be_rearranged_as_palindrome_counter(z.check_str)'   ,						setup='import __main__ as z'   ,						)   ,						'seconds'   ,						)
       print(
           '> can_string_be_rearranged_as_palindrome()'   ,						'\tans ='   ,						can_string_be_rearranged_as_palindrome(_A					)   ,						'\ttime ='   ,						timeit(
               'z.can_string_be_rearranged_as_palindrome(z.check_str)'   ,						setup='import __main__ as z'   ,						)   ,						'seconds'   ,						)


if __name__ == "__main__":
       lowerCAmelCase    :     Tuple					=						input(
           """Enter string to determine if it can be rearranged as a palindrome or not: """
       ).strip()
       benchmark(check_str)
       lowerCAmelCase    :     Optional[Any]					=						can_string_be_rearranged_as_palindrome_counter(check_str)
       print(F'''{check_str} can {"" if status else "not "}be rearranged as a palindrome''')

