Initial commit - production deployment

services/forecasting/app/models/__init__.py

@@ -0,0 +1,29 @@
+"""
+Forecasting Service Models Package
+
+Import all models to ensure they are registered with SQLAlchemy Base.
+"""
+
+# Import AuditLog model for this service
+from shared.security import create_audit_log_model
+from shared.database.base import Base
+
+# Create audit log model for this service
+AuditLog = create_audit_log_model(Base)
+
+# Import all models to register them with the Base metadata
+from .forecasts import Forecast, PredictionBatch
+from .predictions import ModelPerformanceMetric, PredictionCache
+from .validation_run import ValidationRun
+from .sales_data_update import SalesDataUpdate
+
+# List all models for easier access
+__all__ = [
+    "Forecast",
+    "PredictionBatch",
+    "ModelPerformanceMetric",
+    "PredictionCache",
+    "ValidationRun",
+    "SalesDataUpdate",
+    "AuditLog",
+]