



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

import cva
UpperCAmelCase_									=							""
UpperCAmelCase_									=							""
UpperCAmelCase_									=							""
UpperCAmelCase_									=							1  # (0 is vertical, 1 is horizontal)
def 							UpperCAmelCase__		(				)->None:
      _lowerCAmelCase			,   _lowerCAmelCase 			=  get_dataset(_SCREAMING_SNAKE_CASE     ,				_SCREAMING_SNAKE_CASE				)
      print('''Processing...'''				)
      _lowerCAmelCase			,   _lowerCAmelCase			,   _lowerCAmelCase 			=  update_image_and_anno(_SCREAMING_SNAKE_CASE     ,				_SCREAMING_SNAKE_CASE     ,				_SCREAMING_SNAKE_CASE				)

      for index, image in enumerate(_SCREAMING_SNAKE_CASE				):
            # Get random string code: '7b7ad245cdff75241935e4dd860f3bad'
            _lowerCAmelCase 			=  random_chars(3_2				)
            _lowerCAmelCase 			=  paths[index].split(os.sep				)[-1].rsplit('''.'''     ,				1				)[0]
            _lowerCAmelCase 			=  f'''{OUTPUT_DIR}/{file_name}_FLIP_{letter_code}'''
            cva.imwrite(f'''/{file_root}.jpg'''     ,				_SCREAMING_SNAKE_CASE     ,				[cva.IMWRITE_JPEG_QUALITY, 8_5]				)
            print(f'''Success {index+1}/{len(_SCREAMING_SNAKE_CASE				)} with {file_name}'''				)
            _lowerCAmelCase 			=  []
            for anno in new_annos[index]:
                  _lowerCAmelCase 			=  f'''{anno[0]} {anno[1]} {anno[2]} {anno[3]} {anno[4]}'''
                  annos_list.append(_SCREAMING_SNAKE_CASE				)
            with open(f'''/{file_root}.txt'''     ,				'''w'''				) as outfile:
                  outfile.write('''\n'''.join(line for line in annos_list				)				)
def 							UpperCAmelCase__		(				_SCREAMING_SNAKE_CASE   :	str     ,				_SCREAMING_SNAKE_CASE   :	str				)->tuple[list, list]:
      _lowerCAmelCase 			=  []
      _lowerCAmelCase 			=  []
      for label_file in glob.glob(os.path.join(_SCREAMING_SNAKE_CASE     ,				'''*.txt'''				)				):
            _lowerCAmelCase 			=  label_file.split(os.sep				)[-1].rsplit('''.'''     ,				1				)[0]
            with open(_SCREAMING_SNAKE_CASE				) as in_file:
                  _lowerCAmelCase 			=  in_file.readlines()
            _lowerCAmelCase 			=  os.path.join(_SCREAMING_SNAKE_CASE     ,				f'''{label_name}.jpg'''				)

            _lowerCAmelCase 			=  []
            for obj_list in obj_lists:
                  _lowerCAmelCase 			=  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(_SCREAMING_SNAKE_CASE				)
            labels.append(_SCREAMING_SNAKE_CASE				)
      return img_paths, labels
def 							UpperCAmelCase__		(				_SCREAMING_SNAKE_CASE   :	list     ,				_SCREAMING_SNAKE_CASE   :	list     ,				_SCREAMING_SNAKE_CASE   :	int = 1				)->tuple[list, list, list]:
      _lowerCAmelCase 			=  []
      _lowerCAmelCase 			=  []
      _lowerCAmelCase 			=  []
      for idx in range(len(_SCREAMING_SNAKE_CASE				)				):
            _lowerCAmelCase 			=  []
            _lowerCAmelCase 			=  img_list[idx]
            path_list.append(_SCREAMING_SNAKE_CASE				)
            _lowerCAmelCase 			=  anno_list[idx]
            _lowerCAmelCase 			=  cva.imread(_SCREAMING_SNAKE_CASE				)
            if flip_type == 1:
                  _lowerCAmelCase 			=  cva.flip(_SCREAMING_SNAKE_CASE     ,				_SCREAMING_SNAKE_CASE				)
                  for bbox in img_annos:
                        _lowerCAmelCase 			=  1 - bbox[1]
                        new_annos.append([bbox[0], x_center_new, bbox[2], bbox[3], bbox[4]]				)
            elif flip_type == 0:
                  _lowerCAmelCase 			=  cva.flip(_SCREAMING_SNAKE_CASE     ,				_SCREAMING_SNAKE_CASE				)
                  for bbox in img_annos:
                        _lowerCAmelCase 			=  1 - bbox[2]
                        new_annos.append([bbox[0], bbox[1], y_center_new, bbox[3], bbox[4]]				)
            new_annos_lists.append(_SCREAMING_SNAKE_CASE				)
            new_imgs_list.append(_SCREAMING_SNAKE_CASE				)
      return new_imgs_list, new_annos_lists, path_list
def 							UpperCAmelCase__		(				_SCREAMING_SNAKE_CASE   :	int = 3_2				)->str:
      assert number_char > 1, "The number of character should greater than 1"
      _lowerCAmelCase 			=  ascii_lowercase + digits
      return "".join(random.choice(_SCREAMING_SNAKE_CASE				) for _ in range(_SCREAMING_SNAKE_CASE				)				)


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




from __future__ import annotations

import json

import requests
from bsa import BeautifulSoup
from fake_useragent import UserAgent

UpperCAmelCase_									=							{"UserAgent": UserAgent().random}
def 							UpperCAmelCase__		(				_SCREAMING_SNAKE_CASE   :	Dict				)->dict:
      _lowerCAmelCase 			=  script.contents[0]
      _lowerCAmelCase 			=  json.loads(data[data.find('''{"config"'''				) : -1]				)
      return info["entry_data"]["ProfilePage"][0]["graphql"]["user"]





class 		UpperCAmelCase						:





   def __init__(	self       ,     _lowerCAmelCase			):
         _lowerCAmelCase 			=  F'''https://www.instagram.com/{username}/'''
         _lowerCAmelCase 			=  self.get_json()





   def 	__lowerCAmelCase							(	self			):
         _lowerCAmelCase 			=  requests.get(self.url       ,     headers=_lowerCAmelCase			).text
         _lowerCAmelCase 			=  BeautifulSoup(_lowerCAmelCase       ,     '''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			):
         return F'''{self.__class__.__name__}(\'{self.username}\')'''





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





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





   @property
   def 	__lowerCAmelCase							(	self			):
         return self.user_data["full_name"]





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





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





   @property
   def 	__lowerCAmelCase							(	self			):
         return self.user_data["external_url"]





   @property
   def 	__lowerCAmelCase							(	self			):
         return self.user_data["edge_followed_by"]["count"]





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





   @property
   def 	__lowerCAmelCase							(	self			):
         return self.user_data["edge_owner_to_timeline_media"]["count"]





   @property
   def 	__lowerCAmelCase							(	self			):
         return self.user_data["profile_pic_url_hd"]





   @property
   def 	__lowerCAmelCase							(	self			):
         return self.user_data["is_verified"]





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






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

      if os.environ.get('''CI'''				):
            return  # test failing on GitHub Actions
      _lowerCAmelCase 			=  InstagramUser(_SCREAMING_SNAKE_CASE				)
      assert instagram_user.user_data
      assert isinstance(instagram_user.user_data     ,				_SCREAMING_SNAKE_CASE				)
      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()
    UpperCAmelCase_									=							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 = }""")