You don't need CDF for incremental ingestion, and Databricks has decided to master query-based capture.
https://databrickster.medium.com/watermark-based-incremental-ingestion-lakeflow-connect-query-based-...
https://www.sunnydata.ai/blog/lakeflow-connect-query-based-capture-incremental-ingestion
