





"""simple docstring"""






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

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

def     __A      (			)		->		Optional[int]:
    __a :						Union[str, Any]			       =  get_dataset(_lowerCamelCase   ,       _lowerCamelCase)
    print('''Processing...''')
    __a :						List[Any]			       =  update_image_and_anno(_lowerCamelCase   ,       _lowerCamelCase   ,       _lowerCamelCase)

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

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

        __a :						List[str]			       =  []
        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(_lowerCamelCase)
        labels.append(_lowerCamelCase)
    return img_paths, labels

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

def     __A      (			a_						:int = 32)		->		Tuple:
    assert number_char > 1, "The number of character should greater than 1"
    __a :						List[str]			       =  ascii_lowercase + digits
    return "".join(random.choice(_lowerCamelCase) for _ in range(_lowerCamelCase))


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






"""simple docstring"""






from __future__ import annotations

import os
from collections.abc import Mapping

A 			=  tuple[int, int]




class 				__lowercase			:







					'''simple docstring'''




					def __init__(						self	,			_UpperCAmelCase	,			_UpperCAmelCase     ):
									__a :						set[int]			       =  vertices
									__a :						dict[EdgeT, int]			       =  {
									    (min(_UpperCAmelCase     ), max(_UpperCAmelCase     )): weight for edge, weight in edges.items()
									}







					def  _lowerCamelCase		(						self	,			_UpperCAmelCase	,			_UpperCAmelCase     ):
									self.vertices.add(edge[0]     )
									self.vertices.add(edge[1]     )
									__a :						Any			       =  weight







					def  _lowerCamelCase		(						self     ):
									__a :						Graph			       =  Graph({min(self.vertices     )}	,			{}     )
									__a :						EdgeT
									__a :						int
									__a :						EdgeT
									__a :						int

									while len(subgraph.vertices     ) < len(self.vertices     ):
													__a :						List[Any]			       =  max(self.edges.values()     ) + 1
													for edge, weight in self.edges.items():
																	if (edge[0] in subgraph.vertices) ^ (edge[1] in subgraph.vertices):
																					if weight < min_weight:
																									__a :						str			       =  edge
																									__a :						int			       =  weight

													subgraph.add_edge(_UpperCAmelCase	,			_UpperCAmelCase     )

									return subgraph






def     __A      (			a_						:str = "p107_network.txt")		->		int:
				__a :						str			       =  os.path.abspath(os.path.dirname(a_))
				__a :						str			       =  os.path.join(a_   ,       a_)
				__a :						dict[EdgeT, int]			       =  {}
				__a :						list[str]
				__a :						int
				__a :						int

				with open(a_) as f:
								__a :						Any			       =  f.read().strip().split('''\n''')

				__a :						Union[str, Any]			       =  [line.split(''',''') for line in data]

				for edgea in range(1   ,       len(a_)):
								for edgea in range(a_):
												if adjaceny_matrix[edgea][edgea] != "-":
																__a :						int			       =  int(adjaceny_matrix[edgea][edgea])

				__a :						Graph			       =  Graph(set(range(len(a_)))   ,       a_)

				__a :						Graph			       =  graph.prims_algorithm()

				__a :						int			       =  sum(graph.edges.values())
				__a :						int			       =  sum(subgraph.edges.values())

				return initial_total - optimal_total


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