Thank you for the clarification, Hyukjin. Also, thank you for sharing your 
direction, DB.

I agree with you folks that the AS-IS scope of SPIP is a good start.

+1 for the SPIP because `4.1.0-previewX` itself is actually very helpful 
already during developing Spark subprojects like "Spark Connect for Swift" and 
"Spark K8s Operator". :-)

Thank you again.

Dongjoon.

On 2025/07/02 00:31:10 Hyukjin Kwon wrote:
> Hi Dongjoon,
> 
> Thanks a lot for your detailed feedback and great questions!
> Let me clarify my current proposal and thoughts:
> 
> 1. Regarding Spark 5.0 schedule
> At the moment, I don’t have a concrete Spark 5.0 schedule in mind.
> I included the stable major releases in the Final Success criteria mainly
> to set a practical milestone to complete the automation work and fully
> transition to automated official releases.
> I don't intend to set the next major release timeline in this SPIP.
> 
> 2. Lowering the bar for preview releases
> In short, yeah. I expect the bar for preview releases to be lower compared
> to official releases, given that these previews are primarily for early
> testing and feedback.
> That said, if the community raises concerns during the vote and we end up
> with multiple RCs, that’s totally fine. In such cases, we could even skip
> the next month's preview if needed.
> My intention is not to strictly enforce monthly previews but to provide
> regular opportunities for testing, while keeping the process low-pressure
> for the community.
> 
> 3. Scope of monthly previews (first minor versions only)
> Yup. This proposal is only for previews of the next minor version from the
> master branch. For example: 4.1.0-preview1, 4.1.0-preview2, ..., until we
> cut the real 4.1.0 release.
> Once 4.1.0 is out, previews would move to 4.2.0-preview1, and so on.
> There will be no 4.0.1-preview1 style releases under this proposal.
> 
> 4. Official releases (e.g., 4.0.1, 3.5.7)
> For now, this SPIP does not target automating or introducing monthly
> maintenance releases like 4.0.1.
> But yeah, that's my final goal actually. The automated maintenance releases
> are where I want to go next, after proving the automation works reliably
> via previews.
> here are actually some more work to be done to make it actually no manual
> step at all.
> 
> 
> *TL;DR*: this is a step before automating the official releases (it's not
> tied to the official releases yet to be conservative) + providing users
> with early access to the latest dev Spark build.
> 
> On Wed, 2 Jul 2025 at 09:27, DB Tsai <dbt...@dbtsai.com> wrote:
> 
> > Thank you, Hyukjin for driving the SPIP and for your work on the release
> > automation infrastructure — it’s a huge step forward.
> >
> > I’ve been thinking about this topic quite a bit since the Spark 4.0
> > release. While Spark continues to deliver meaningful improvements in every
> > release and enjoys active community contributions, there’s a lingering
> > perception that the project is mature but not evolving quickly. I feel this
> > perception is largely due to the long gap between major versions — it’s
> > been five years between Spark 3.0 and 4.0 — which has understandably caused
> > some frustration among both contributors and users.
> >
> > Now, with release automation and monthly preview builds purposed in this
> > SPIP, we have a real opportunity to change that. As Dongjoon suggested,
> > setting up a regular maintenance release cadence — perhaps bi-monthly
> > instead of monthly — could strike the right balance and make these builds
> > more viable for production environments.
> >
> > If this model proves successful, we could move toward an even faster major
> > release cadence and designate one LTS versions annually, with extended
> > backport support.
> >
> > Benefits for the OSS Community:
> >
> >    - Faster time-to-production for new features
> >    - Stronger contributor engagement
> >    - Quicker community feedback cycles
> >    - Easier debugging and testing through smaller, incremental changes
> >
> >
> > Thanks,
> >
> > DB Tsai  |  https://www.dbtsai.com/  |  PGP 42E5B25A8F7A82C1
> >
> > On Jul 1, 2025, at 2:17 PM, Dongjoon Hyun <dongj...@apache.org> wrote:
> >
> > Thank you so much for the suggestion and achieving the automated infra,
> > Hyujkin.
> >
> > I have a few questions.
> >
> > 1. Since the SPIP suggests Apache Spark 5.0 ("Stable major releases") as
> > "Q8. Final Success" criteria. I'm wondering if you have some schedule in
> > your mind for Spark 5.0 in next 2 years?
> >
> > 2. Are we going to lower the bar for the monthly preview releases?
> > Specifically, I'm wondering if the Preview-RC1 supposed to pass always
> > because it's a preview release? As we know, it's not until now. For
> > example, we had three RCs for `4.0.0-preview1` like "[VOTE] SPARK
> > 4.0.0-preview1 (RC3)".
> >
> > 3. Is SPIP proposing monthly previews for only the FIRST MINOR versions
> > like Spark 4.1.0? For example, 4.1.0-preview1 and 4.2.0-preview1? There is
> > no `4.0.1-preview1`?
> >
> > 4. Although there was an automated test email for 3.5.7, SPIP is not
> > aiming maintenance version release like 4.0.1 and 3.5.7?
> >
> > Initially, I thought you were going to propose (4) "Automated Monthly
> > Maintenance Release".
> >
> > For me, (4) is more beneficial than this SPIP because
> > - We spend the same community effort during voting (including at least 3
> > PMC votes) for (4) and SPIP.
> > - (4) has the real benefit because users can use it in the production
> > while SPIP didn't.
> >
> > Technically, it could be a little weird if Apache Spark community releases
> > only "4.1.0-preview1", ..., "4.1.0-previewX" without delivering the actual
> > maintenance versions like `4.0.1`, ..., `4.0.2`.
> >
> > In short, "Automated Monthly Maintenance Release" might be the
> > prerequisite for "Monthly Preview Release". What do you think about that?
> > Can we extend your SPIP in this direction?
> >
> > Thanks,
> > Dongjoon.
> >
> > On 2025/06/30 23:34:54 Hyukjin Kwon wrote:
> >
> > Hi all,
> >
> > I would like to propose a monthly preview for our dev branch, e.g., Spark
> > 4.1.0 preview1 ... previewN.
> >
> > Per https://issues.apache.org/jira/browse/SPARK-52176, we have minimized
> > the manual work so I think it's realistic to propose this.
> >
> > Couple of notes:
> > - The manual steps it requires would be to run GitHub Actions twice for RC
> > and publishing, and summarizing the vote result. There IS a way to even
> > automate this but it needs more work to comply with ASF policy. I would
> > like to stick to this minimal manual work for now.
> > - For now, I would like to volunteer to be responsible for the preview
> > releases and incrementally improve our release policy guidelines (
> > https://spark.apache.org/release-process.html) as well once this SPIP
> > passes.
> > - The individual release would be, I suspect, about the first week in each
> > month but I would like to avoid setting the explicit date in the SPIP so it
> > makes us less pressured.
> >
> > JIRA: https://issues.apache.org/jira/browse/SPARK-52625
> > SPIP:
> >
> > https://docs.google.com/document/d/1ysJ16z_NUfIdsYqq1Qq7k8htmMWFpo8kXqX-8lGzCGc/edit?tab=t.0#heading=h.89yty49abp67
> >
> >
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