47 lines
1.2 KiB
Python
47 lines
1.2 KiB
Python
# scripts/plot_diurnal_cycle.py
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from __future__ import annotations
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from pathlib import Path
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from meteo.dataset import load_raw_csv
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from meteo.variables import VARIABLES_BY_KEY
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from meteo.analysis import compute_diurnal_cycle_statistics
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from meteo.plots import plot_diurnal_cycle
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CSV_PATH = Path("data/weather_minutely.csv")
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OUTPUT_PATH = Path("figures/diurnal_cycle/diurnal_cycle.png")
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VARIABLE_KEYS = ["temperature", "humidity", "pressure", "wind_speed"]
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def main() -> None:
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if not CSV_PATH.exists():
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print(f"⚠ Fichier introuvable : {CSV_PATH}")
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return
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df = load_raw_csv(CSV_PATH)
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print(f"Dataset minuté chargé : {CSV_PATH}")
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print(f" Lignes : {len(df)}")
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print(f" Colonnes : {list(df.columns)}")
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print()
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variables = [VARIABLES_BY_KEY[key] for key in VARIABLE_KEYS]
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stats = compute_diurnal_cycle_statistics(
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df=df,
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variables=variables,
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quantiles=(0.25, 0.75),
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)
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output_path = plot_diurnal_cycle(
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stats=stats,
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variables=variables,
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output_path=OUTPUT_PATH,
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)
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print(f"✔ Cycle diurne sauvegardé : {output_path}")
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if __name__ == "__main__":
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main()
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