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

import cva
lowerCamelCase__     :		str        = """"""
lowerCamelCase__     :		Tuple        = """"""
lowerCamelCase__     :		int        = """"""
lowerCamelCase__     :		Optional[Any]        = 1  # (0 is vertical, 1 is horizontal)

def 		UpperCamelCase						(   )		->						None:


  '''simple docstring'''






  lowercase__		,     lowercase__	: Union[str, Any]     		=   get_dataset(lowercase_			,			lowercase_ )
  print("""Processing...""" )
  lowercase__		,     lowercase__		,     lowercase__	: str     		=   update_image_and_anno(lowercase_			,			lowercase_			,			lowercase_ )

  for index, image in enumerate(lowercase_ ):
    # Get random string code: '7b7ad245cdff75241935e4dd860f3bad'
    lowercase__	: Any     		=   random_chars(32 )
    lowercase__	: Tuple     		=   paths[index].split(os.sep )[-1].rsplit("""."""			,			1 )[0]
    lowercase__	: List[str]     		=   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}' )
    lowercase__	: Dict     		=   []
    for anno in new_annos[index]:
      lowercase__	: List[str]     		=   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 		UpperCamelCase						(   lowercase_			,			lowercase_ )		->						tuple[list, list]:


  '''simple docstring'''






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

    lowercase__	: Tuple     		=   []
    for obj_list in obj_lists:
      lowercase__	: Tuple     		=   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 		UpperCamelCase						(   lowercase_			,			lowercase_			,			lowercase_ = 1 )		->						tuple[list, list, list]:


  '''simple docstring'''






  lowercase__	: Optional[int]     		=   []
  lowercase__	: Dict     		=   []
  lowercase__	: Optional[int]     		=   []
  for idx in range(len(lowercase_ ) ):
    lowercase__	: Tuple     		=   []
    lowercase__	: Optional[Any]     		=   img_list[idx]
    path_list.append(lowercase_ )
    lowercase__	: List[Any]     		=   anno_list[idx]
    lowercase__	: Union[str, Any]     		=   cva.imread(lowercase_ )
    if flip_type == 1:
      lowercase__	: int     		=   cva.flip(lowercase_			,			lowercase_ )
      for bbox in img_annos:
        lowercase__	: Any     		=   1 - bbox[1]
        new_annos.append([bbox[0], x_center_new, bbox[2], bbox[3], bbox[4]] )
    elif flip_type == 0:
      lowercase__	: Any     		=   cva.flip(lowercase_			,			lowercase_ )
      for bbox in img_annos:
        lowercase__	: List[str]     		=   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 		UpperCamelCase						(   lowercase_ = 32 )		->						str:


  '''simple docstring'''






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


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








from __future__ import annotations

import json

import requests
from bsa import BeautifulSoup
from fake_useragent import UserAgent

lowercase   =	{'''UserAgent''': UserAgent().random}



def   __lowerCAmelCase    (				UpperCAmelCase__					:   Optional[int]							)	->     dict:
							lowerCamelCase_					=       script.contents[0]
							lowerCamelCase_					=       json.loads(data[data.find("""{\"config\""""							) : -1]							)
							return info["entry_data"]["ProfilePage"][0]["graphql"]["user"]





class    __A:

					def __init__(						self       :  int ,       __UpperCamelCase       :  List[str] ):
												lowerCamelCase_					=       F'''https://www.instagram.com/{username}/'''
												lowerCamelCase_					=       self.get_json()

					def  lowercase__   (						self       :  List[str] ):
												lowerCamelCase_					=       requests.get(self.url ,       headers=__UpperCamelCase ).text
												lowerCamelCase_					=       BeautifulSoup(__UpperCamelCase ,       """html.parser""" ).find_all("""script""" )
												try:
																			return extract_user_profile(scripts[4] )
												except (json.decoder.JSONDecodeError, KeyError):
																			return extract_user_profile(scripts[3] )

					def __repr__(						self       :  Dict ):
												return F'''{self.__class__.__name__}(\'{self.username}\')'''

					def __str__(						self       :  Optional[Any] ):
												return F'''{self.fullname} ({self.username}) is {self.biography}'''

					@property
					def  lowercase__   (						self       :  Dict ):
												return self.user_data["username"]

					@property
					def  lowercase__   (						self       :  List[Any] ):
												return self.user_data["full_name"]

					@property
					def  lowercase__   (						self       :  Any ):
												return self.user_data["biography"]

					@property
					def  lowercase__   (						self       :  int ):
												return self.user_data["business_email"]

					@property
					def  lowercase__   (						self       :  List[str] ):
												return self.user_data["external_url"]

					@property
					def  lowercase__   (						self       :  List[Any] ):
												return self.user_data["edge_followed_by"]["count"]

					@property
					def  lowercase__   (						self       :  str ):
												return self.user_data["edge_follow"]["count"]

					@property
					def  lowercase__   (						self       :  List[str] ):
												return self.user_data["edge_owner_to_timeline_media"]["count"]

					@property
					def  lowercase__   (						self       :  List[str] ):
												return self.user_data["profile_pic_url_hd"]

					@property
					def  lowercase__   (						self       :  Optional[Any] ):
												return self.user_data["is_verified"]



					@property
					def  lowercase__   (						self       :  int ):
												return self.user_data["is_private"]



def   __lowerCAmelCase    (				UpperCAmelCase__					:   str = "github"							)	->     None:
							import os

							if os.environ.get("""CI"""							):
														return  # test failing on GitHub Actions
							lowerCamelCase_					=       InstagramUser(UpperCAmelCase__							)
							assert instagram_user.user_data
							assert isinstance(instagram_user.user_data      ,					UpperCAmelCase__							)
							assert instagram_user.username == username
							if username != "github":
														return
							assert instagram_user.fullname == "GitHub"
							assert instagram_user.biography == "Built for developers."
							assert instagram_user.number_of_posts > 1_5_0
							assert instagram_user.number_of_followers > 1_2_0_0_0_0
							assert instagram_user.number_of_followings > 1_5
							assert instagram_user.email == "support@github.com"
							assert instagram_user.website == "https://github.com/readme"
							assert instagram_user.profile_picture_url.startswith("""https://instagram."""							)
							assert instagram_user.is_verified is True
							assert instagram_user.is_private is False


if __name__ == "__main__":
		import doctest

		doctest.testmod()
		lowercase   =	InstagramUser('''github''')
		print(instagram_user)
		print(F"""{instagram_user.number_of_posts = }""")
		print(F"""{instagram_user.number_of_followers = }""")
		print(F"""{instagram_user.number_of_followings = }""")
		print(F"""{instagram_user.email = }""")
		print(F"""{instagram_user.website = }""")
		print(F"""{instagram_user.profile_picture_url = }""")
		print(F"""{instagram_user.is_verified = }""")
		print(F"""{instagram_user.is_private = }""")





