from pathlib import Path
import sys

ROOT = Path(__file__).resolve().parents[1]
sys.path.insert(0, str(ROOT))

from model.atmosphericda_dmodel import QGConfig, create_dataset, load_yaml


if __name__ == "__main__":
    config = load_yaml(ROOT / "conf/config.yaml")
    qg = QGConfig(**config["qg"])
    settings = config["data"]
    output = ROOT / config["paths"]["data"]
    create_dataset(str(output), settings["samples"], qg, settings["seed"],
                   settings["observations_per_batch"], settings["observation_variance"],
                   settings["analysis_gain"], settings["format_version"])
    print(f"saved {output}: state=[{settings['samples']},2,{qg.ny},{qg.nx}] observations=[{settings['samples']},12,50]")