Download examples/compare_application.py from sainath/tiny-jev-support-v03-supervised: direct link, hf CLI and curl.
- Browser
- Download file 1.71 kB
-
https://huggingface.co/sainath/tiny-jev-support-v03-supervised/resolve/main/examples/compare_application.py
- Command line
-
hf download hf://sainath/tiny-jev-support-v03-supervised/examples/compare_application.py
-
curl -L -o compare_application.py https://huggingface.co/sainath/tiny-jev-support-v03-supervised/resolve/main/examples/compare_application.py
1.71 kB
| """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() | |