| import joblib |
|
|
| GATE_NAMES = [ |
| "V1_authorization", |
| "V2_target", |
| "V3_reachability", |
| "V4_availability", |
| "V5_blast_radius", |
| "V6_effectiveness", |
| ] |
|
|
| model = joblib.load("model.joblib") |
|
|
| def verify_action(**gates): |
| values = [int(bool(gates[name])) for name in GATE_NAMES] |
| prediction = int(model.predict([values])[0]) |
| failed = [name for name, value in zip(GATE_NAMES, values) if not value] |
| return { |
| "verified": bool(prediction), |
| "decision": "VERIFIED" if prediction else "REJECTED", |
| "failed_gates": failed, |
| } |
|
|
| if __name__ == "__main__": |
| print(verify_action( |
| V1_authorization=True, |
| V2_target=True, |
| V3_reachability=True, |
| V4_availability=True, |
| V5_blast_radius=False, |
| V6_effectiveness=True, |
| )) |
|
|
