`long window` supports base table with existing data

[zhanghaohit]

Describe the feature you'd like

If data is loaded into the table before the deployment with long window option, we should build the pre-aggregation table on the fly (asynchronous).

Additional context

Add any other context or screenshots about the feature request here.