"""Illustrative support-app logic; reads saved answers and never takes actions.""" import argparse import json from pathlib import Path def decide(answers): return {"route": answers["department"]["choice"], "refund_review": answers["refund"]["noul"] >= .5, "urgent_queue": answers["severity"]["score"] >= 1.5} def main(): parser = argparse.ArgumentParser(description=__doc__) parser.add_argument("comparison_directory") args = parser.parse_args() root = Path(args.comparison_directory) summary = json.loads((root/"summary.json").read_text(encoding="utf-8")) if summary["status"] != "complete": raise ValueError("Use a completed comparison; do not hide provider failures") combined, fingerprints = {}, {} for provider in summary["providers"]: records = [json.loads(line) for line in (root/f"{provider}-responses.jsonl").read_text(encoding="utf-8").splitlines()] for record in records: key = record["case_id"] if key in fingerprints and fingerprints[key] != record["request_sha256"]: raise ValueError("Cannot compare decisions on different requests") fingerprints[key] = record["request_sha256"] combined.setdefault(key, {})[provider] = decide(record["response"]["answers"]) for key, decisions in combined.items(): if set(decisions) != set(summary["providers"]): raise ValueError("Incomplete provider coverage") distinct = {json.dumps(d, sort_keys=True) for d in decisions.values()} print(json.dumps({"case_id": key, "decisions": decisions, "providers_disagree": len(distinct)>1})) if __name__ == "__main__": main()