from __future__ import annotations

import argparse
import json
from pathlib import Path


def classify(row: dict) -> dict:
    if not row["opt_in"]:
        decision = "DISQUALIFY"
    elif row["urgency"] >= 2 and row["fit_score"] >= 0.70 and row["budget_band"] in {"medium", "high"}:
        decision = "PRIORITIZE"
    elif row["fit_score"] >= 0.50:
        decision = "NURTURE"
    else:
        decision = "DISQUALIFY"
    return {"classification": decision, "human_review_required": True, "no_automatic_contact": True}


def main() -> None:
    parser = argparse.ArgumentParser()
    parser.add_argument("record_json", type=Path)
    args = parser.parse_args()
    print(json.dumps(classify(json.loads(args.record_json.read_text(encoding="utf-8"))), ensure_ascii=False, indent=2))


if __name__ == "__main__":
    main()