work on model training

docker-compose.yml

@@ -24,5 +24,27 @@ services:
     volumes:
       - ./config.yaml:/app/config.yaml:ro
 
+  rainml:
+    build:
+      context: .
+      dockerfile: Dockerfile.train
+    depends_on:
+      - timescaledb
+    restart: unless-stopped
+    environment:
+      DATABASE_URL: "postgres://postgres:postgres@timescaledb:5432/micrometeo?sslmode=disable"
+      RAIN_SITE: "home"
+      RAIN_MODEL_NAME: "rain_next_1h"
+      RAIN_MODEL_VERSION_BASE: "rain-logreg-v1"
+      RAIN_LOOKBACK_DAYS: "30"
+      RAIN_TRAIN_INTERVAL_HOURS: "24"
+      RAIN_PREDICT_INTERVAL_MINUTES: "10"
+      RAIN_MIN_PRECISION: "0.70"
+      RAIN_MODEL_PATH: "/app/models/rain_model.pkl"
+      RAIN_REPORT_PATH: "/app/models/rain_model_report.json"
+      RAIN_AUDIT_PATH: "/app/models/rain_data_audit.json"
+    volumes:
+      - ./models:/app/models
+
 volumes:
   tsdata: