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On Mon, Feb 16, 2026 at 6:40 PM Holden Karau <[email protected]> wrote:

> Good points, responses in-line :)
>
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>
> On Sat, Feb 14, 2026 at 3:32 PM Dongjoon Hyun <[email protected]> wrote:
>
>> Hi Holden,
>>
>> Thank you for your passion and for keeping this thread up to date. I
>> truly appreciate it.
>>
>> This situation is a bit tricky, as it exponentially increases the
>> maintenance burden for the following reasons:
>>
>> (1) Legacy Tech Stack Support: This would require us to support Java 8,
>> Scala 2.12, Python 3.8, and SparkR. For instance, I don’t believe we can
>> maintain PySpark 3.5 on Python 3.8 at our previously promised service
>> level. We would definitely need to downgrade the support level, and this
>> must be made crystal clear to the community.
>>
>> (2) Impact on Subprojects: It adds a significant burden to all Apache
>> Spark subprojects, such as the Apache K8s Operator and Spark Connect
>> clients (Swift/Go/Rust). For example, while Spark 3.5 must support K8s
>> 1.24+, Spark 4.0 targets K8s 1.30+. The extended period effectively locks
>> us into supporting older K8s versions that are no longer available from
>> major public cloud vendors.
>>
> This is an interesting consideration. I think we can scope this down to
> Spark itself, and Spark subprojects can make their own decision as they
> have their own release cadence broadley speaking -- but we should make that
> clear in the documentation.
>
>>
>> (3) Ecosystem-wide Pressure: This also places constraints on
>> Spark-related ASF sister projects like Iceberg, Parquet, ORC, Celeborn,
>> Gluten, and Comet. While the final decision rests with them, I believe they
>> need to be informed of our strategic direction.
>>
> This is a good point. I think we can reach out to their dev lists once
> we've reached an in-project consensus.
>
>>
>> To provide extended community support responsibly, we need at least three
>> clearly defined components:
>>
>> (a) A predefined extension period (Confirmed)
>> (b) A predefined pool of Release Managers (Holden has volunteered)
>> (c) A predefined release cadence (Currently unknown as discussed so far)
>>
>> Regarding (c), I believe we can keep it simple, similar to the Apache
>> Spark 4.x preview releases. Currently, Hyukjin has successfully managed all
>> previews by leveraging automation, with the only exception being
>> 4.1.0-preview4, which I assisted with. For 3.5.x, we should maintain the
>> same cadence as before. Perhaps Holden could manage a release every four
>> months if there are new patches on branch-3.5. Of course, other community
>> members can assist as well.
>>
> I think 4 months is a reasonable cadence, but we'd only bother with a
> release, of course, if there is a new security issue.
>
>>
>> Sincerely,
>> Dongjoon Hyun
>>
>> On 2026/02/13 19:27:48 Holden Karau wrote:
>> > I wasn’t super sure about that, I know the initial proposal was a little
>> > sparse for some so I figured I’d make it a bit more formal and follow
>> the
>> > SPIP process like we did with the overall release process change.
>> >
>> > Twitter: https://twitter.com/holdenkarau
>> > Fight Health Insurance: https://www.fighthealthinsurance.com/
>> > <https://www.fighthealthinsurance.com/?q=hk_email>
>> > Books (Learning Spark, High Performance Spark, etc.):
>> > https://amzn.to/2MaRAG9  <https://amzn.to/2MaRAG9>
>> > YouTube Live Streams: https://www.youtube.com/user/holdenkarau
>> > Pronouns: she/her
>> >
>> >
>> > On Thu, Feb 12, 2026 at 11:58 PM Wenchen Fan <[email protected]>
>> wrote:
>> >
>> > > This is a procedure change, not a code change, do we need SPIP?
>> Anyway, +1
>> > > to the proposal!
>> > >
>> > > On Thu, Feb 12, 2026 at 6:28 AM Holden Karau <[email protected]>
>> > > wrote:
>> > >
>> > >> This is a more formal (but still a discussion level thread)
>> proposing an
>> > >> extended 3.5 LTS window to allow for people to complete their
>> migrations
>> > >> given the less than one year between 4.0 release and 3.5 EOL.
>> > >>
>> > >> The draft SPIP is
>> > >>
>> https://docs.google.com/document/d/15fb-7DNztzpQMF1MQovK75UmpC6um7KgO8cg_X5oa1I/edit?usp=sharing
>> > >> and the JIRA SPARK-55489
>> > >> <https://issues.apache.org/jira/browse/SPARK-55489>
>> > >>
>> > >> Previous discussion was:
>> > >> https://lists.apache.org/thread/4r6q8187b30p0ppclw0pyfjp8h8xs3rq
>> > >>
>> > >> Cheers,
>> > >>
>> > >> Holden :)
>> > >>
>> > >> --
>> > >> Twitter: https://twitter.com/holdenkarau
>> > >> Fight Health Insurance: https://www.fighthealthinsurance.com/
>> > >> <https://www.fighthealthinsurance.com/?q=hk_email>
>> > >> Books (Learning Spark, High Performance Spark, etc.):
>> > >> https://amzn.to/2MaRAG9  <https://amzn.to/2MaRAG9>
>> > >> YouTube Live Streams: https://www.youtube.com/user/holdenkarau
>> > >> Pronouns: she/her
>> > >>
>> > >
>> >
>>
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