Merge pull request #353 from openclimatefix/ml_id-infill

change ml_id infills to zero from nan
openclimatefix · Aug 7, 2024 · 75f4584 · 75f4584
2 parents e3c567e + 2dc7a89
commit 75f4584
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diff --git a/ocf_datapipes/load/pv/pv.py b/ocf_datapipes/load/pv/pv.py
@@ -225,7 +225,7 @@ def _load_pv_metadata(
 
     # Add ml_id column if not in metadata already
     if "ml_id" not in df_metadata.columns:
-        df_metadata["ml_id"] = np.nan
+        df_metadata["ml_id"] = -1.0
 
     if label == "solar_sheffield_passiv":
         # Add capacity in watts

diff --git a/ocf_datapipes/load/wind/wind.py b/ocf_datapipes/load/wind/wind.py
@@ -73,7 +73,7 @@ def _load_wind_metadata(filename: str) -> pd.DataFrame:
 
     # Add ml_id column if not in metadata already
     if "ml_id" not in df_metadata.columns:
-        df_metadata["ml_id"] = np.nan
+        df_metadata["ml_id"] = -1.0
 
     _log.info(f"Found {len(df_metadata)} Wind systems in {filename}")