Add LightGBM daily high forecasting pipeline

2026-03-29 23:29:17 +08:00
parent 4a2db4727b
commit 0cc4f4f0d3
25 changed files with 3038 additions and 82 deletions
@@ -186,6 +186,11 @@ def append_probability_snapshot(
    ens_data: Optional[Dict[str, Any]],
    current_forecasts: Optional[Dict[str, Any]],
    max_so_far: Optional[float],
+    current_temp: Optional[float] = None,
+    humidity: Optional[float] = None,
+    wind_speed_kt: Optional[float] = None,
+    visibility_mi: Optional[float] = None,
+    local_hour: Optional[float] = None,
    peak_status: Optional[str],
    probabilities: Optional[List[Dict[str, Any]]],
    shadow_probabilities: Optional[List[Dict[str, Any]]],
@@ -227,6 +232,13 @@ def append_probability_snapshot(
            if _sf(value) is not None
        },
        "max_so_far": _sf(max_so_far),
+        "observation": {
+            "current_temp": _sf(current_temp),
+            "humidity": _sf(humidity),
+            "wind_speed_kt": _sf(wind_speed_kt),
+            "visibility_mi": _sf(visibility_mi),
+            "local_hour": _sf(local_hour),
+        },
        "peak_status": peak_status,
        "prob_snapshot": _compact_snapshot(probabilities),
        "shadow_prob_snapshot": _compact_snapshot(shadow_probabilities),