from __future__ import annotations from pathlib import Path from typing import Dict, List import pandas as pd from rasterio.enums import Resampling def ensure_dirs(paths: List[Path]) -> None: for path in paths: path.mkdir(parents=True, exist_ok=True) def resampling_from_name(name: str) -> Resampling: mapping = { "nearest": Resampling.nearest, "bilinear": Resampling.bilinear, "average": Resampling.average, } return mapping[name] def split_for_timestamp(ts: pd.Timestamp, config: Dict[str, object]) -> str: if "split_years" in config: for split, years in config["split_years"].items(): if int(ts.year) in [int(v) for v in years]: return split raise RuntimeError(f"Year {ts.year} does not map to any split.") split_months = config["split_months"] for split, months in split_months.items(): if int(ts.month) in months: return split raise RuntimeError(f"Month {ts.month} does not map to any split.")