Blame for download_weights.py

"""
Download model weights for Hugging Face Spaces deployment.

R50_TF, R50_nodown, CLIP-D, P2G and NPR ship their weights via Git LFS.
PGC, ForensicConcept and MDMF use the official pre-trained weights and
backbones (about 4 GB), which are fetched from their original sources and
checksum-verified on first start.
"""
import subprocess
import sys
from pathlib import Path

ROOT = Path(__file__).resolve().parent

REQUIRED = {
    "PGC": ["checkpoint/pretrained/weights/best.pt", "checkpoint/backbones/dinov2-large/model.safetensors"],
    "ForensicConcept": ["checkpoint/pretrained/weights/best.pt", "checkpoint/backbones/ViT-L-14.pt",
                        "upstream/codebooks/cleandift_codebook.npy"],
    "MDMF": ["checkpoint/pretrained/weights/best.pt", "checkpoint/backbones/dinov2-large/config.json"],
}


def download_all_weights():
    for method, files in REQUIRED.items():
        base = ROOT / "detectors" / method
        if all((base / f).exists() for f in files):
            print(f"✓ {method} weights present")
            continue
        print(f"Downloading official weights for {method}...")
        try:
            subprocess.run([sys.executable, str(ROOT / "support" / "setup_recent_weights.py"), method],
                           check=True, cwd=ROOT)
        except Exception as e:
            print(f"✗ Failed to set up {method}: {e}")


if __name__ == "__main__":
    download_all_weights()