The Data Base

Learn how to achieve exactly-once semantics when ingesting from Kafka to ClickHouse using Tinybird. Understand consumer groups, offset commits, and how to detect missing messages using offset tracking.

Learn how to monitor Kafka consumer lag, track throughput, and debug errors using ClickHouse Kafka engine system tables. Includes ready-to-use SQL queries for Kafka partition analysis and performance monitoring.