





"""simple docstring"""


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

import cva
lowerCamelCase__						= ""
lowerCamelCase__						= ""
lowerCamelCase__						= ""
lowerCamelCase__						= 1  # (0 is vertical, 1 is horizontal)




def        lowercase__     (       )       ->		None:




      """simple docstring"""

      _UpperCamelCase,	_UpperCamelCase   :						Optional[Any]    =							get_dataset(lowercase_		,lowercase_      )
      print("Processing..."      )
      _UpperCamelCase,	_UpperCamelCase,	_UpperCamelCase   :						int    =							update_image_and_anno(lowercase_		,lowercase_		,lowercase_      )

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




def        lowercase__     (       lowercase_		,lowercase_      )       ->		tuple[list, list]:




      """simple docstring"""

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

            _UpperCamelCase   :						Union[str, Any]    =							[]
            for obj_list in obj_lists:
                  _UpperCamelCase   :						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(lowercase_      )
            labels.append(lowercase_      )
      return img_paths, labels




def        lowercase__     (       lowercase_		,lowercase_		,lowercase_ = 1      )       ->		tuple[list, list, list]:




      """simple docstring"""

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




def        lowercase__     (       lowercase_ = 32      )       ->		str:




      """simple docstring"""

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


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







"""simple docstring"""


import re




def        lowercase__     (       lowercase_      )       ->		bool:




      """simple docstring"""

      _UpperCamelCase   :						List[Any]    =							re.compile(
          r"^(?:0|94|\+94|0{2}94)" r"7(0|1|2|4|5|6|7|8)" r"(-| |)" r"\d{7}$"      )

      return bool(re.search(lowercase_		,lowercase_      )      )


if __name__ == "__main__":
  lowerCamelCase__						= "0094702343221"

  print(is_sri_lankan_phone_number(phone))
