#!/usr/bin/env python3 """Summarize a Harbor job (or trials directory) run on the MissionReport tasks. usage: python scripts/summarize_job.py [--criteria] Prints one line per trial: task, model, reward, positive points earned, penalty points triggered. With --criteria, also lists each criterion the report missed and each penalty it triggered, with the judge's one-line reason. Reads result.json and steps/answer/verifier/reward-details.json from each trial directory. Standard library only. """ import json import sys from pathlib import Path def criteria_of(trial: Path) -> list[dict]: details = trial / "steps" / "answer" / "verifier" / "reward-details.json" if not details.is_file(): return [] rubric = json.loads(details.read_text()).get("reward", {}).get("rubric") or {} return rubric.get("criteria") or [] def main() -> None: root = Path(sys.argv[1]) show = "--criteria" in sys.argv rewards = [] for result in sorted(root.rglob("result.json")): trial = result.parent data = json.loads(result.read_text()) if "trial_name" not in data: continue # the job-level result.json task = data.get("task_name", trial.name).split("/")[-1] model = ((data.get("agent_info") or {}).get("model_info") or {}).get("name") or data["agent_info"]["name"] reward = ((data.get("verifier_result") or {}).get("rewards") or {}).get("reward") error = (data.get("exception_info") or {}).get("exception_type") criteria = criteria_of(trial) earned = sum(c["signed_score"] for c in criteria if c["signed_score"] > 0 and c.get("raw")) possible = sum(c["signed_score"] for c in criteria if c["signed_score"] > 0) penalties = -sum(c["signed_score"] for c in criteria if c["signed_score"] < 0 and c.get("raw")) shown = "error: " + error if error else ("no reward" if reward is None else f"{reward:.3f}") print(f"{task:8} {model:32} {shown:>12} earned {earned:g}/{possible:g} penalties {penalties:g}") if reward is not None: rewards.append(reward) if show: for c in criteria: missed = c["signed_score"] > 0 and not c.get("raw") triggered = c["signed_score"] < 0 and c.get("raw") if missed or triggered: tag = "MISSED " if missed else "PENALTY" print(f" {tag} {c['signed_score']:+g} {c['description']}") if c.get("judge_reasoning"): print(f" judge: {c['judge_reasoning']}") if rewards: print(f"\n{len(rewards)} graded trials, mean reward {sum(rewards) / len(rewards):.3f}") if __name__ == "__main__": main()