PS: I would like to stop preview releases once this SPIP passes as we will
have relatively quick releases. However, I plan to start another vote
separately to avoid mixing this proposal with stopping previews.

On Mon, 8 Dec 2025 at 06:52, Hyukjin Kwon <[email protected]> wrote:

> Hi all,
>
> I would like to start a discussion on accelerating the Apache Spark
> release cadence. Over the past four months, we have been running preview
> releases, and the process has been smooth and effective. As mentioned in
> the preview release discussion thread, I’d now like to extend this approach
> to official releases.
>
> During this period, I also looked into how other large projects, such as
> Kubernetes and Python, manage their release timelines. Based on that
> research and our own recent experience, I’ve drafted a proposal for an
> updated Apache Spark release plan.
>
> TL;DR:
>
>    - Introduce a predictable release schedule: annual major releases and
>    quarterly minor releases, so users can benefit from new features earlier.
>    - With a faster cadence for minor releases, we should take a more
>    conservative approach toward behavior changes in minor versions, while
>    still allowing new features and improvements.
>
> I’d love to hear your thoughts and feedback.
>
> More details can be found in SPIP: Accelerating Apache Spark Release
> Cadence
> <https://docs.google.com/document/d/1gBoZ4KH5zQUWpgK3M7zAN7p6Glz4S_e9bO3PvQA9sQs/edit?usp=sharing>
>
> Thanks!
>

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