Snowplow integrates with Apache Kafka by using Kafka as a data streaming platform to transmit real-time event data.
Events captured by Snowplow are sent to Kafka topics in real-time, where they can be processed by downstream systems such as Databricks or Spark for analysis. Kafka acts as the messaging layer that allows Snowplow event data to be transmitted to various data sinks or processing frameworks.