# scripts/plot_diurnal_cycle.py
from __future__ import annotations

from pathlib import Path

from meteo.dataset import load_raw_csv
from meteo.variables import VARIABLES_BY_KEY
from meteo.analysis import compute_diurnal_cycle_statistics
from meteo.plots import plot_diurnal_cycle


CSV_PATH = Path("data/weather_minutely.csv")
OUTPUT_PATH = Path("figures/diurnal_cycle/diurnal_cycle.png")

VARIABLE_KEYS = ["temperature", "humidity", "pressure", "wind_speed", "illuminance"]


def main() -> None:
    if not CSV_PATH.exists():
        print(f"⚠ Fichier introuvable : {CSV_PATH}")
        return

    df = load_raw_csv(CSV_PATH)
    print(f"Dataset minuté chargé : {CSV_PATH}")
    print(f"  Lignes   : {len(df)}")
    print(f"  Colonnes : {list(df.columns)}")
    print()

    variables = [VARIABLES_BY_KEY[key] for key in VARIABLE_KEYS]
    stats = compute_diurnal_cycle_statistics(
        df=df,
        variables=variables,
        quantiles=(0.25, 0.75),
    )

    output_path = plot_diurnal_cycle(
        stats=stats,
        variables=variables,
        output_path=OUTPUT_PATH,
    )

    print(f"✔ Cycle diurne sauvegardé : {output_path}")


if __name__ == "__main__":
    main()
