Elevate your stream processing w/ The Force of Kafka + Flink Awakens | Read Now


The New Way of Configuring Grace Periods for Windowed Operations in Kafka Streams

« Kafka Summit Americas 2021

The grace period is a parameter of windowed operations such as Window or Session aggregates, or stream-stream joins. This configuration determines how long after a window ends any new data will still be processed. Events or records arriving after the expiration of the grace period are dropped from such windows. Prior to KIP-633, the default grace period was 24 hours which resulted in an endless stream of unexpected behaviors, problems, confusion and bewilderment for inexperienced users where results would not show up for 24 hours. In this talk, we cover the public API changes to the TimeWindows, SessionWindows, JoinWindows and SlidingWindows as well as the new guidance going forward.

Related Links

How Confluent Completes Apache Kafka eBook

Leverage a cloud-native service 10x better than Apache Kafka

Confluent Developer Center

Spend less on Kafka with Confluent, come see how