Apache Kafka 3.3 - KRaft, Kafka Core, Streams, & Connect Updates

Streaming Audio: Apache Kafka® & Real-Time Data

Apache Kafka® 3.3 is released! With over two years of development, KIP-833 marks KRaft as production ready for new AK 3.3 clusters only. On behalf of the Kafka community, Danica Fine (Senior Developer Advocate, Confluent) shares highlights of this release, with KIPs from Kafka Core, Kafka Streams, and Kafka Connect.

To reduce request overhead and simplify client-side code, KIP-709 extends the OffsetFetch API requests to accept multiple consumer group IDs. This update has three changes, including extending the wire protocol, response handling changes, and enhancing the AdminClient to use the new protocol.

Log recovery is an important process that is triggered whenever a broker starts up after an unclean shutdown. And since there is no way to know the log recovery progress other than checking if the broker log is busy, KIP-831 adds metrics for the log recovery progress with `RemainingLogsToRecover` and `RemainingSegmentsToRecover`for each recovery thread. These metrics allow the admin to monitor the progress of the log recovery.

Additionally, updates on Kafka Core also include KIP-841: Fenced replicas should not be allowed to join the ISR in KRaft. KIP-835: Monitor KRaft Controller Quorum Health. KIP-859: Add metadata log processing error-related metrics.

KIP-834 for Kafka Streams added the ability to pause and resume topologies. This feature lets you reduce rescue usage when processing is not required or modifying the logic of Kafka Streams applications, or when responding to operational issues. While KIP-820 extends the KStream process with a new processor API.

Previously, KIP-98 added support for exactly-once delivery guarantees with Kafka and its Java clients. In the AK 3.3 release, KIP-618 offers the Exactly-Once Semantics support to Confluent’s source connectors. To accomplish this, a number of new connectors and worker-based configurations have been introduced, including `exactly.once.source.support`, `transaction.boundary`, and more.

Image attribution: Apache ZooKeeper™: https://zookeeper.apache.org/ and Raft logo: https://raft.github.io/

EPISODE LINKS

• See release notes for Apache Kafka 3.3.0 and Apache Kafka 3.3.1 for the full list of changes
• Read the blog to learn more
• Download Apache Kafka 3.3 and get started
• Watch the video version of this podcast

فصل ها

1. Intro (00:00:00)

2. KIP-709: Extend OffsetFetch requests to accept multiple group ids. (00:00:46)

3. KIP-824: Allowing dumping segmentlogs limiting the batches in the output (00:01:15)

4. KIP-827: Expose logdirs total and usable space via Kafka API (00:01:37)

5. KIP-831: Add metric for log recovery progress (00:01:52)

6. KIP-851: Add requireStable flag into ListConsumerGroupOffsetsOptions (00:02:12)

7. KIP-820: Extend KStream process with new Processor API (00:02:47)

8. KIP-834: Pause / Resume KafkaStreams Topologies (00:03:03)

9. KIP-618: Exactly-Once Support for Source Connectors (00:03:29)

10. KIP-833: Mark KRaft as Production Ready (00:04:15)

11. It's a wrap (00:05:47)