"""EFAST with symlinked S2 dir (withhold one acquisition); outputs under validation/.""" from __future__ import annotations from pathlib import Path from tempfile import TemporaryDirectory from fusion import run_efast, run_efast_itb from preparation import _get_base_dir, _get_itb_base_dir from gap_validation.s2_mask_dir import build_masked_s2_dir_bti, build_masked_s2_dir_itb def prepared_s3_dir(season: int, site_name: str, strategy: str) -> Path: return _get_base_dir(season, site_name, strategy) / "s3" def validation_fusion_dir( site_name: str, season: int, gap_days: int, strategy: str, sigma: int | None, mode: str, ) -> Path: """``data/.../validation/fusion/gap_{n}/{strategy}_sigma{20|30}_{bti|itb}/``.""" sig = 30 if sigma == 30 else 20 return ( Path(f"data/{site_name}/{season}/validation") / "fusion" / f"gap_{gap_days}" / f"{strategy}_sigma{sig}_{mode}" ) def run_masked_fusion_one_date( season: int, site_position: tuple[float, float], site_name: str, strategy: str, sigma: int | None, mode: str, prediction_date_iso: str, withheld_yyyymmdd: str, fusion_output_dir: Path, ) -> Path: """Build temp masked S2 dir, run EFAST for ``prediction_date_iso`` only; return output dir.""" fusion_output_dir.mkdir(parents=True, exist_ok=True) date_range = f"{prediction_date_iso[:10]}/{prediction_date_iso[:10]}" s3_dir = prepared_s3_dir(season, site_name, strategy) with TemporaryDirectory(prefix="gapval_s2_") as tmp: tmp_s2 = Path(tmp) / "s2" if mode == "bti": prep_s2 = _get_base_dir(season, site_name, strategy) / "s2" build_masked_s2_dir_bti(prep_s2, withheld_yyyymmdd, tmp_s2) run_efast( season, site_position, site_name, cleaning_strategy=strategy, sigma=sigma, date_range=date_range, s2_output_dir=tmp_s2, s3_output_dir=s3_dir, fusion_output_dir=fusion_output_dir, ) elif mode == "itb": prep_s2 = _get_itb_base_dir(season, site_name, strategy) / "s2" s3_itb = _get_itb_base_dir(season, site_name, strategy) / "s3" build_masked_s2_dir_itb(prep_s2, withheld_yyyymmdd, tmp_s2) run_efast_itb( season, site_position, site_name, cleaning_strategy=strategy, sigma=sigma, date_range=date_range, s2_output_dir=tmp_s2, s3_output_dir=s3_itb, fusion_output_dir=fusion_output_dir, ) else: raise ValueError(f"mode must be bti or itb, got {mode!r}") return fusion_output_dir def production_fusion_path( season: int, site_name: str, strategy: str, sigma: int | None, mode: str, yyyymmdd: str, ) -> Path: """Single-date fused raster from the normal prepared tree (no-gap baseline).""" if mode == "bti": base = _get_base_dir(season, site_name, strategy) sub = f"fusion_sigma{sigma}" if sigma else "fusion" return base / sub / f"REFL_{yyyymmdd}.tif" base = _get_itb_base_dir(season, site_name, strategy) sub = f"fusion_sigma{sigma}" if sigma else "fusion" return base / sub / f"GCC_{yyyymmdd}.tif" def withheld_s2_refl_path( season: int, site_name: str, strategy: str, withheld_filename: str | None ) -> Path | None: if not withheld_filename: return None p = _get_base_dir(season, site_name, strategy) / "s2" / withheld_filename return p if p.is_file() else None