






"""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       __UpperCamelCase						(		):
	A_     ,  A_		:    int						     = get_dataset(snake_case__ , snake_case__       )
	print("""Processing..."""       )
	A_     ,  A_     ,  A_		:    str						     = update_image_and_anno(snake_case__ , snake_case__ , snake_case__       )

	for index, image in enumerate(snake_case__       ):
		# Get random string code: '7b7ad245cdff75241935e4dd860f3bad'
		A_		:    Optional[int]						     = random_chars(32       )
		A_		:    int						     = paths[index].split(os.sep       )[-1].rsplit(""".""" , 1       )[0]
		A_		:    Any						     = 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}"""       )
		A_		:    List[str]						     = []
		for anno in new_annos[index]:
			A_		:    int						     = 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       __UpperCamelCase						(		snake_case__ , snake_case__       ):
	A_		:    Optional[Any]						     = []
	A_		:    Union[str, Any]						     = []
	for label_file in glob.glob(os.path.join(snake_case__ , """*.txt"""       )       ):
		A_		:    Union[str, Any]						     = label_file.split(os.sep       )[-1].rsplit(""".""" , 1       )[0]
		with open(snake_case__       ) as in_file:
			A_		:    List[str]						     = in_file.readlines()
		A_		:    Dict						     = os.path.join(snake_case__ , F"""{label_name}.jpg"""       )

		A_		:    Union[str, Any]						     = []
		for obj_list in obj_lists:
			A_		:    str						     = 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       __UpperCamelCase						(		snake_case__ , snake_case__ , snake_case__ = 1       ):
	A_		:    str						     = []
	A_		:    int						     = []
	A_		:    Tuple						     = []
	for idx in range(len(snake_case__       )       ):
		A_		:    Optional[Any]						     = []
		A_		:    Any						     = img_list[idx]
		path_list.append(snake_case__       )
		A_		:    List[Any]						     = anno_list[idx]
		A_		:    Optional[Any]						     = cva.imread(snake_case__       )
		if flip_type == 1:
			A_		:    List[str]						     = cva.flip(snake_case__ , snake_case__       )
			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_		:    Any						     = cva.flip(snake_case__ , snake_case__       )
			for bbox in img_annos:
				A_		:    List[str]						     = 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       __UpperCamelCase						(		snake_case__ = 32       ):
	assert number_char > 1, "The number of character should greater than 1"
	A_		:    Optional[int]						     = ascii_lowercase + digits
	return "".join(random.choice(snake_case__       ) for _ in range(snake_case__       )       )


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









"""simple docstring"""
_lowerCAmelCase       =				[
    "Audio",
    "Array2D",
    "Array3D",
    "Array4D",
    "Array5D",
    "ClassLabel",
    "Features",
    "Sequence",
    "Value",
    "Image",
    "Translation",
    "TranslationVariableLanguages",
]
from .audio import Audio
from .features import ArrayaD, ArrayaD, ArrayaD, ArrayaD, ClassLabel, Features, Sequence, Value
from .image import Image
from .translation import Translation, TranslationVariableLanguages

