




import argparse
import os
from io import BytesIO
from pathlib import Path

import requests
from clip_retrieval.clip_client import ClipClient
from PIL import Image
from tqdm import tqdm




def 		lowerCAmelCase_   (	lowerCamelCase	,     lowerCamelCase	,     lowerCamelCase   ):
				__magic_name__	:	Optional[int]								=1.5
				__magic_name__	:	Any								=int(factor * num_class_images   )
				__magic_name__	:	Any								=ClipClient(
				    url="""https://knn.laion.ai/knn-service"""	,     indice_name="""laion_400m"""	,     num_images=lowerCamelCase	,     aesthetic_weight=0.1   )

				os.makedirs(F"{class_data_dir}/images"	,     exist_ok=lowerCamelCase   )
				if len(list(Path(F"{class_data_dir}/images"   ).iterdir()   )   ) >= num_class_images:
								return

				while True:
								__magic_name__	:	List[Any]								=client.query(text=lowerCamelCase   )
								if len(lowerCamelCase   ) >= factor * num_class_images or num_images > 1E4:
												break
								else:
												__magic_name__	:	Tuple								=int(factor * num_images   )
												__magic_name__	:	Dict								=ClipClient(
												    url="""https://knn.laion.ai/knn-service"""	,     indice_name="""laion_400m"""	,     num_images=lowerCamelCase	,     aesthetic_weight=0.1	,     )

				__magic_name__	:	str								=0
				__magic_name__	:	int								=0
				__magic_name__	:	Dict								=tqdm(desc="""downloading real regularization images"""	,     total=lowerCamelCase   )

				with open(F"{class_data_dir}/caption.txt"	,     """w"""   ) as fa, open(F"{class_data_dir}/urls.txt"	,     """w"""   ) as fa, open(
				    F"{class_data_dir}/images.txt"	,     """w"""   ) as fa:
								while total < num_class_images:
												__magic_name__	:	List[str]								=class_images[count]
												count += 1
												try:
																__magic_name__	:	Union[str, Any]								=requests.get(images["""url"""]   )
																if img.status_code == 200:
																				__magic_name__	:	List[str]								=Image.open(BytesIO(img.content   )   )
																				with open(F"{class_data_dir}/images/{total}.jpg"	,     """wb"""   ) as f:
																								f.write(img.content   )
																				fa.write(images["""caption"""] + """\n"""   )
																				fa.write(images["""url"""] + """\n"""   )
																				fa.write(F"{class_data_dir}/images/{total}.jpg" + """\n"""   )
																				total += 1
																				pbar.update(1   )
																else:
																				continue
												except Exception:
																continue
				return




def 		lowerCAmelCase_   (	):
				__magic_name__	:	Optional[Any]								=argparse.ArgumentParser(""""""	,     add_help=lowerCamelCase   )
				parser.add_argument("""--class_prompt"""	,     help="""text prompt to retrieve images"""	,     required=lowerCamelCase	,     type=lowerCamelCase   )
				parser.add_argument("""--class_data_dir"""	,     help="""path to save images"""	,     required=lowerCamelCase	,     type=lowerCamelCase   )
				parser.add_argument("""--num_class_images"""	,     help="""number of images to download"""	,     default=200	,     type=lowerCamelCase   )
				return parser.parse_args()


if __name__ == "__main__":
			UpperCAmelCase_		:				Any									=     parse_args()
			retrieve(args.class_prompt, args.class_data_dir, args.num_class_images)










from json import JSONDecodeError  # Workaround for requests.exceptions.JSONDecodeError

import requests




def 		lowerCAmelCase_   (	lowerCamelCase = "isbn/0140328726"   ):
				__magic_name__	:	Optional[Any]								=olid.strip().strip("""/"""   )  # Remove leading/trailing whitespace & slashes
				if new_olid.count("""/"""   ) != 1:
								__magic_name__	:	Union[str, Any]								=F"{olid} is not a valid Open Library olid"
								raise ValueError(lowerCamelCase   )
				return requests.get(F"https://openlibrary.org/{new_olid}.json"   ).json()




def 		lowerCAmelCase_   (	lowerCamelCase   ):
				__magic_name__	:	Dict								={
				    """title""": """Title""",
				    """publish_date""": """Publish date""",
				    """authors""": """Authors""",
				    """number_of_pages""": """Number of pages:""",
				    """first_sentence""": """First sentence""",
				    """isbn_10""": """ISBN (10)""",
				    """isbn_13""": """ISBN (13)""",
				}
				__magic_name__	:	List[Any]								={better_key: ol_book_data[key] for key, better_key in desired_keys.items()}
				__magic_name__	:	Dict								=[
				    get_openlibrary_data(author["""key"""]   )["""name"""] for author in data["""Authors"""]
				]
				__magic_name__	:	List[str]								=data["""First sentence"""]["""value"""]
				for key, value in data.items():
								if isinstance(lowerCamelCase	,     lowerCamelCase   ):
												__magic_name__	:	Tuple								=""", """.join(lowerCamelCase   )
				return data


if __name__ == "__main__":
							import doctest

							doctest.testmod()

							while True:
														UpperCAmelCase_		:				List[Any]									=     input("\nEnter the ISBN code to search (or 'quit' to stop): ").strip()
														if isbn.lower() in ("", "q", "quit", "exit", "stop"):
																					break

														if len(isbn) not in (10, 13) or not isbn.isdigit():
																					print(F"""Sorry, {isbn} is not a valid ISBN.  Please, input a valid ISBN.""")
																					continue

														print(F"""\nSearching Open Library for ISBN: {isbn}...\n""")

														try:
																					UpperCAmelCase_		:				str									=     summarize_book(get_openlibrary_data(F"""isbn/{isbn}"""))
																					print("\n".join(F"""{key}: {value}""" for key, value in book_summary.items()))
														except JSONDecodeError:  # Workaround for requests.exceptions.RequestException:
																					print(F"""Sorry, there are no results for ISBN: {isbn}.""")




