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
@@ -162,6 +162,7 @@ export interface CitySummary {
  deb?: {
    prediction?: number | null;
  };
+  deviation_monitor?: DeviationMonitor;
  risk?: {
    level?: RiskLevel;
    warning?: string | null;
@@ -169,6 +170,19 @@ export interface CitySummary {
  updated_at?: string | null;
 }

+export interface DeviationMonitor {
+  available?: boolean;
+  current_delta?: number | null;
+  reference_temp?: number | null;
+  direction?: "normal" | "cold" | "hot" | string;
+  severity?: "normal" | "light" | "strong" | string;
+  trend?: "stable" | "expanding" | "contracting" | string;
+  label_zh?: string | null;
+  label_en?: string | null;
+  trend_label_zh?: string | null;
+  trend_label_en?: string | null;
+}
+
 export interface HourlySeries {
  times?: string[];
  temps?: Array<number | null>;
@@ -301,6 +315,7 @@ export interface CityDetail {
  forecast?: ForecastData;
  multi_model?: Record<string, number | null>;
  deb?: DebForecast;
+  deviation_monitor?: DeviationMonitor;
  probabilities?: {
    mu?: number | null;
    distribution?: ProbabilityBucket[];