#!/usr/bin/env python3 """ Download DX.GL Objaverse-1K multi-view datasets. Usage: python download_all.py # download all datasets python download_all.py --object chair # specific object (name search) python download_all.py --category lamp # all objects in a LVIS category python download_all.py --output ./datasets # custom output directory python download_all.py --no-extract # keep ZIPs without extracting Requires: pip install requests """ import argparse import json import os import sys import zipfile try: import requests except ImportError: print("Please install requests: pip install requests") sys.exit(1) MANIFEST_URL = "https://huggingface.co/datasets/dxgl/objaverse-1k/resolve/main/manifest.json" MANIFEST_LOCAL = os.path.join(os.path.dirname(os.path.abspath(__file__)), "manifest.json") def load_manifest(): if os.path.exists(MANIFEST_LOCAL): with open(MANIFEST_LOCAL) as f: return json.load(f) print(f"Downloading manifest...") resp = requests.get(MANIFEST_URL) resp.raise_for_status() return resp.json() def download_file(url, dest_path): resp = requests.get(url, stream=True) resp.raise_for_status() total = int(resp.headers.get("content-length", 0)) downloaded = 0 with open(dest_path, "wb") as f: for chunk in resp.iter_content(chunk_size=1 << 20): f.write(chunk) downloaded += len(chunk) if total > 0: pct = downloaded / total * 100 mb = downloaded / 1e6 print(f"\r {mb:.1f} MB ({pct:.0f}%)", end="", flush=True) print() def main(): parser = argparse.ArgumentParser(description="Download DX.GL Objaverse-1K datasets") parser.add_argument("--object", default=None, help="Download specific object (name search)") parser.add_argument("--category", default=None, help="Download all objects in LVIS category") parser.add_argument("--output", default="./dxgl-objaverse-1k", help="Output directory") parser.add_argument("--no-extract", action="store_true", help="Keep ZIPs without extracting") parser.add_argument("--list-categories", action="store_true", help="List all LVIS categories") args = parser.parse_args() manifest = load_manifest() objects = manifest["objects"] if args.list_categories: cats = {} for obj in objects: for cat in obj.get("lvis_categories", []): cats[cat] = cats.get(cat, 0) + 1 for cat, count in sorted(cats.items()): print(f" {cat}: {count}") return if args.object: objects = [o for o in objects if args.object.lower() in o["name"].lower()] if not objects: print(f"No object matching \'{args.object}\' found.") sys.exit(1) if args.category: objects = [o for o in objects if args.category.lower() in [c.lower() for c in o.get("lvis_categories", [])]] if not objects: print(f"No objects in category \'{args.category}\'.") sys.exit(1) print(f"Downloading {len(objects)} datasets...") os.makedirs(args.output, exist_ok=True) total_downloads = 0 for obj in objects: slug = obj.get("slug", obj["name"].lower().replace(" ", "_")) filename = f"{slug}.zip" dest_path = os.path.join(args.output, filename) if os.path.exists(dest_path): print(f" Skipping {filename} (exists)") continue # Primary: dx.gl URL (SEO backlinks), fallback: HF-hosted ZIP dxgl_url = obj.get("download_url", "") hf_url = obj.get("hf_url", f"https://huggingface.co/datasets/dxgl/objaverse-1k/resolve/main/datasets/{filename}") if not dxgl_url and not hf_url: print(f" Skipping {obj['name']} (no download URL)") continue print(f"Downloading {obj['name']}...") downloaded_ok = False for url in [dxgl_url, hf_url]: if not url: continue try: download_file(url, dest_path) downloaded_ok = True break except Exception: continue if downloaded_ok: total_downloads += 1 else: print(f" ERROR downloading {obj['name']} (both sources failed)") continue if not args.no_extract: extract_dir = os.path.join(args.output, slug) os.makedirs(extract_dir, exist_ok=True) with zipfile.ZipFile(dest_path) as zf: zf.extractall(extract_dir) print(f" Extracted to {extract_dir}") print(f"\nDone. Downloaded {total_downloads} datasets to {args.output}") if __name__ == "__main__": main()