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Copy pathsupply_chain_cli.py
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31 lines (26 loc) · 1.31 KB
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"""Assess one quarantined AI artifact without loading or promoting it."""
import argparse
import json
from pathlib import Path
from pentest.supply_chain import ArtifactManifest, SupplyChainGate
from pentest.supply_chain.scanners import FicklingAdapter, ModelScanAdapter
def main() -> int:
parser = argparse.ArgumentParser(description=__doc__)
parser.add_argument("--manifest", required=True, type=Path)
parser.add_argument("--quarantine-root", required=True, type=Path)
parser.add_argument("--output", type=Path)
parser.add_argument("--scanners", action="store_true", help="Run installed ModelScan and Fickling CLIs")
args = parser.parse_args()
value = json.loads(args.manifest.read_text(encoding="utf-8"))
manifest = ArtifactManifest.from_dict(value)
scanners = [ModelScanAdapter(), FicklingAdapter()] if args.scanners else []
report = SupplyChainGate(args.quarantine_root, scanners=scanners).assess(manifest).to_dict()
rendered = json.dumps(report, indent=2, ensure_ascii=False)
if args.output:
args.output.parent.mkdir(parents=True, exist_ok=True)
args.output.write_text(rendered + "\n", encoding="utf-8")
else:
print(rendered)
return {"approved": 0, "review": 2, "rejected": 3}[report["decision"]]
if __name__ == "__main__":
raise SystemExit(main())