import os import json import requests import argparse from pathlib import Path from concurrent.futures import ThreadPoolExecutor, as_completed from tqdm import tqdm DATA_DIR = Path("/home/adminuser/chungcat/data/raw/unsplash") METADATA_DIR = Path("/home/adminuser/chungcat/data/raw/unsplash_meta") def fetch_page(access_key, query, page, per_page=30, min_width=1024): url = "https://api.unsplash.com/search/photos" params = { "query": query, "page": page, "per_page": per_page, "client_id": access_key, } resp = requests.get(url, params=params, timeout=30) resp.raise_for_status() results = resp.json()["results"] return [r for r in results if r["width"] >= min_width] def download_image(photo, resolution="regular", save_dir=None): photo_id = photo["id"] url = photo["urls"][resolution] ext = "jpg" save_path = save_dir / f"{photo_id}.{ext}" if save_path.exists(): return save_path, photo try: resp = requests.get(url, timeout=60) resp.raise_for_status() save_path.write_bytes(resp.content) return save_path, photo except Exception as e: print(f"Failed {photo_id}: {e}") return None, photo def save_metadata(photo, meta_dir): photo_id = photo["id"] meta = { "id": photo_id, "width": photo["width"], "height": photo["height"], "description": photo.get("description", ""), "alt_description": photo.get("alt_description", ""), "urls": photo["urls"], "user": photo["user"]["name"], "tags": [t.get("title", "") for t in photo.get("tags", [])], } meta_path = meta_dir / f"{photo_id}.json" meta_path.write_text(json.dumps(meta, ensure_ascii=False)) def crawl(access_key, queries, max_pages=100, resolution="regular", workers=8): DATA_DIR.mkdir(parents=True, exist_ok=True) METADATA_DIR.mkdir(parents=True, exist_ok=True) total_downloaded = 0 for query in queries: print(f"\n--- Crawling: '{query}' ---") for page in range(1, max_pages + 1): try: photos = fetch_page(access_key, query, page) except Exception as e: print(f"Page {page} failed: {e}") break if not photos: print(f"No more results for '{query}' at page {page}") break with ThreadPoolExecutor(max_workers=workers) as executor: futures = [] for photo in photos: futures.append( executor.submit(download_image, photo, resolution, DATA_DIR) ) for future in as_completed(futures): path, photo = future.result() if path: save_metadata(photo, METADATA_DIR) total_downloaded += 1 if page % 10 == 0: print(f" Page {page}, total downloaded: {total_downloaded}") print(f"\nDone! Total images: {total_downloaded}") if __name__ == "__main__": parser = argparse.ArgumentParser(description="Crawl Unsplash images") parser.add_argument("--access-key", required=True, help="Unsplash API access key") parser.add_argument( "--queries", nargs="+", default=[ "landscape", "portrait", "architecture", "nature", "city", "food", "technology", "art", "abstract", "animals", "fashion", "interior", "street photography", "ocean", "mountain", ], ) parser.add_argument("--max-pages", type=int, default=100) parser.add_argument( "--resolution", choices=["raw", "full", "regular", "small"], default="full", help="Image resolution (full=max quality)", ) parser.add_argument("--workers", type=int, default=8) args = parser.parse_args() crawl(args.access_key, args.queries, args.max_pages, args.resolution, args.workers)