39 lines
1.2 KiB
Python
39 lines
1.2 KiB
Python
# scripts/fill_formatted_1s.py
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from __future__ import annotations
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from pathlib import Path
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import sys
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PROJECT_ROOT = Path(__file__).resolve().parents[3]
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if str(PROJECT_ROOT) not in sys.path:
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sys.path.insert(0, str(PROJECT_ROOT))
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from meteo.dataset import load_raw_csv, fill_missing_with_previous
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INPUT_CSV_PATH = Path("data/weather_formatted_1s.csv")
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OUTPUT_CSV_PATH = Path("data/weather_filled_1s.csv")
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def main() -> None:
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if not INPUT_CSV_PATH.exists():
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print(f"⚠ Fichier introuvable : {INPUT_CSV_PATH}")
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print(' Lancez d\'abord : python "docs/02 - Préparation des données/scripts/format_raw_csv.py"')
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return
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df_1s = load_raw_csv(INPUT_CSV_PATH)
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print(f"Fichier 1s formaté chargé : {INPUT_CSV_PATH}")
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print(f" Lignes : {len(df_1s)}, colonnes : {list(df_1s.columns)}")
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df_filled = fill_missing_with_previous(df_1s)
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print(f"Après propagation des dernières valeurs connues : {len(df_filled)} lignes")
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OUTPUT_CSV_PATH.parent.mkdir(parents=True, exist_ok=True)
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df_filled.to_csv(OUTPUT_CSV_PATH, index_label="time")
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print(f"✔ Fichier 1s 'complet' écrit dans : {OUTPUT_CSV_PATH.resolve()}")
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if __name__ == "__main__":
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main()
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