Query based

These monitors require executing queries against the data itself to surface usage and content recency patterns, for example:

• Most recent timestamp: the latest event or ingestion time across all rows

• Partition row count: the number of records within the current partition (e.g. today’s data)

Query-based monitors give you a window into data flow and freshness, helping detect lags in ingestion pipelines or staleness in source systems.