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						(	):
		'''simple docstring'''




		A_       ,      A_		:    List[Any]         =				get_dataset(__lowercase						,__lowercase     )
		print('Processing...'     )
		A_       ,      A_       ,      A_		:    List[str]         =				update_image_and_anno(__lowercase						,__lowercase						,__lowercase     )

		for index, image in enumerate(__lowercase     ):
				# Get random string code: '7b7ad245cdff75241935e4dd860f3bad'
				A_		:    int         =				random_chars(32     )
				A_		:    Any         =				paths[index].split(os.sep     )[-1].rsplit('.'						,1     )[0]
				A_		:    Optional[Any]         =				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}'''     )
				A_		:    Optional[int]         =				[]
				for anno in new_annos[index]:
						A_		:    Optional[int]         =				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						:			str						,__lowercase						:			str     ):
		'''simple docstring'''




		A_		:    Tuple         =				[]
		A_		:    Optional[int]         =				[]
		for label_file in glob.glob(os.path.join(__lowercase						,'*.txt'     )     ):
				A_		:    str         =				label_file.split(os.sep     )[-1].rsplit('.'						,1     )[0]
				with open(__lowercase     ) as in_file:
						A_		:    Any         =				in_file.readlines()
				A_		:    int         =				os.path.join(__lowercase						,f'''{label_name}.jpg'''     )

				A_		:    List[Any]         =				[]
				for obj_list in obj_lists:
						A_		:    Optional[Any]         =				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						:			list						,__lowercase						:			list						,__lowercase						:			int = 1     ):
		'''simple docstring'''




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




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


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







from __future__ import annotations

import requests

_UpperCAmelCase            =		set(
    """approved_at_utc approved_by author_flair_background_color
author_flair_css_class author_flair_richtext author_flair_template_id author_fullname
author_premium can_mod_post category clicked content_categories created_utc downs
edited gilded gildings hidden hide_score is_created_from_ads_ui is_meta
is_original_content is_reddit_media_domain is_video link_flair_css_class
link_flair_richtext link_flair_text link_flair_text_color media_embed mod_reason_title
name permalink pwls quarantine saved score secure_media secure_media_embed selftext
subreddit subreddit_name_prefixed subreddit_type thumbnail title top_awarded_type
total_awards_received ups upvote_ratio url user_reports""".split()
)




def     UpperCamelCase						(	__lowercase						:			str						,__lowercase						:			int = 1						,__lowercase						:			str = "new"						,__lowercase						:			list | None = None     ):
		'''simple docstring'''




		A_		:    Tuple         =				wanted_data or []
		if invalid_search_terms := ", ".join(sorted(set(__lowercase     ) - valid_terms     )     ):
				A_		:    int         =				f'''Invalid search term: {invalid_search_terms}'''
				raise ValueError(__lowercase     )
		A_		:    Optional[int]         =				requests.get(
		    f'''https://reddit.com/r/{subreddit}/{age}.json?limit={limit}'''						,headers={'User-agent': 'A random string'}						,)
		if response.status_code == 4_29:
				raise requests.HTTPError

		A_		:    Optional[Any]         =				response.json()
		if not wanted_data:
				return {id_: data["data"]["children"][id_] for id_ in range(__lowercase     )}

		A_		:    Union[str, Any]         =				{}
		for id_ in range(__lowercase     ):
				A_		:    List[str]         =				{
				    item: data['data']['children'][id_]['data'][item] for item in wanted_data
				}
		return data_dict


if __name__ == "__main__":
	# If you get Error 429, that means you are rate limited.Try after some time
	print(get_subreddit_data("""learnpython""", wanted_data=["""title""", """url""", """selftext"""]))






