#!/usr/bin/env python3
# Author: Simon-Pierre Boucher — simon-pierre.boucher@uqo.ca
"""Build data/processed/analytic.parquet (real) or data/synthetic/analytic.parquet (--synthetic).

    python3 scripts/01_build_analytic.py            # real snapshot → data/processed + results/data/analytic_summary.json
    python3 scripts/01_build_analytic.py --synthetic
"""
from __future__ import annotations

import argparse
import json

from agentic_valuation.data.build import run


def main() -> None:
    ap = argparse.ArgumentParser(description=__doc__)
    ap.add_argument("--synthetic", action="store_true", help="build from the synthetic generator output")
    args = ap.parse_args()
    summary = run(synthetic=args.synthetic)
    print(json.dumps({k: summary[k] for k in ("rows", "parcels", "date_min", "date_max", "by_property_class", "by_region_group", "seconds", "output")}, ensure_ascii=False, indent=1))


if __name__ == "__main__":
    main()