It's written in https://spark.apache.org/versioning-policy.html.
Spark follows semver. Improvements go to the feature version. Bug fixes or
critical stuff go to maintenance version.

On Wed, 28 May 2025 at 12:38, Jungtaek Lim <kabhwan.opensou...@gmail.com>
wrote:

> +1 (non-binding) pending the discussion on CVEs (not the performance
> improvement) in the current version of Apache Parquet.
>
> On Tue, May 27, 2025 at 11:19 AM L. C. Hsieh <vii...@gmail.com> wrote:
>
>> +1
>>
>> On Mon, May 26, 2025 at 6:51 PM Wenchen Fan <cloud0...@gmail.com> wrote:
>> >
>> > +1. When this release is out, let's also update the release process
>> document to introduce the new way of making releases with GitHub Action
>> jobs.
>> >
>> > On Tue, May 27, 2025 at 6:22 AM Dongjoon Hyun <dongj...@apache.org>
>> wrote:
>> >>
>> >> +1 from my side.
>> >>
>> >> Thank you, Hyukjin.
>> >>
>> >> Dongjoon
>> >>
>> >> On 2025/05/26 22:19:22 Hyukjin Kwon wrote:
>> >> > Thanks guys. BTW for clarification, this is the preparation of more
>> >> > frequent releases so we don't have to wait so long for each release.
>> Let's
>> >> > prepare this first, and roll it faster
>> >> >
>> >> > On Tue, 27 May 2025 at 01:52, Yang Jie <yangji...@apache.org> wrote:
>> >> >
>> >> > > +1
>> >> > >
>> >> > > On 2025/05/26 01:10:23 Hyukjin Kwon wrote:
>> >> > > > The key issue was fixed.
>> >> > > >
>> >> > > > On Mon, 26 May 2025 at 10:05, Hyukjin Kwon <gurwls...@apache.org>
>> wrote:
>> >> > > >
>> >> > > > > Probably should avoid backporting it for improvements but If
>> there is a
>> >> > > > > CVE that directly affects Spark, let's upgrade.
>> >> > > > >
>> >> > > > > On Mon, 26 May 2025 at 00:27, Rozov, Vlad
>> <vro...@amazon.com.invalid>
>> >> > > > > wrote:
>> >> > > > >
>> >> > > > >> Should parquet version be upgraded to 1.15.1 or 1.15.2? There
>> are 10
>> >> > > CVEs
>> >> > > > >> in the current 1.13.1 and even though they may not impact
>> Spark there
>> >> > > are
>> >> > > > >> other improvements (better performance) that will benefit
>> Spark users.
>> >> > > > >>
>> >> > > > >> Thank you,
>> >> > > > >>
>> >> > > > >> Vlad
>> >> > > > >>
>> >> > > > >> On May 24, 2025, at 8:02 PM, Hyukjin Kwon <
>> gurwls...@apache.org>
>> >> > > wrote:
>> >> > > > >>
>> >> > > > >> Oh let me check. Thanks for letting me know.
>> >> > > > >>
>> >> > > > >> On Sun, May 25, 2025 at 12:00 PM Dongjoon Hyun <
>> dongj...@apache.org>
>> >> > > > >> wrote:
>> >> > > > >>
>> >> > > > >>> I saw 38 commits to make this work. Thank you for driving
>> this,
>> >> > > Hyukjin.
>> >> > > > >>>
>> >> > > > >>> BTW, your key seems to be new and is not in
>> >> > > > >>> https://dist.apache.org/repos/dist/dev/spark/KEYS yet.
>> Could you
>> >> > > > >>> double-check?
>> >> > > > >>>
>> >> > > > >>> $ curl -LO https://dist.apache.org/repos/dist/dev/spark/KEYS
>> >> > > > >>> $ gpg --import KEYS
>> >> > > > >>> $ gpg --verify spark-3.5.6-bin-hadoop3.tgz.asc
>> >> > > > >>> gpg: assuming signed data in 'spark-3.5.6-bin-hadoop3.tgz'
>> >> > > > >>> gpg: Signature made Thu May 22 23:49:54 2025 PDT
>> >> > > > >>> gpg:                using RSA key
>> >> > > > >>> 0FE4571297AB84440673665669600C8338F65970
>> >> > > > >>> gpg:                issuer "gurwls...@apache.org"
>> >> > > > >>> gpg: Can't check signature: No public key
>> >> > > > >>>
>> >> > > > >>> Dongjoon.
>> >> > > > >>>
>> >> > > > >>> On 2025/05/23 17:56:25 Allison Wang wrote:
>> >> > > > >>> > +1
>> >> > > > >>> >
>> >> > > > >>> > On Fri, May 23, 2025 at 10:15 AM Hyukjin Kwon <
>> >> > > gurwls...@apache.org>
>> >> > > > >>> wrote:
>> >> > > > >>> >
>> >> > > > >>> > > Oh it's actually a test and also to release. Let me know
>> if you
>> >> > > have
>> >> > > > >>> any
>> >> > > > >>> > > concern!
>> >> > > > >>> > >
>> >> > > > >>> > > On Fri, May 23, 2025 at 11:25 PM Mridul Muralidharan <
>> >> > > > >>> mri...@gmail.com>
>> >> > > > >>> > > wrote:
>> >> > > > >>> > >
>> >> > > > >>> > >> Hi Hyukjin,
>> >> > > > >>> > >>
>> >> > > > >>> > >>   This thread is to test the automated release, right ?
>> >> > > > >>> > >> Not to actually release it ?
>> >> > > > >>> > >>
>> >> > > > >>> > >> Regards,
>> >> > > > >>> > >> Mridul
>> >> > > > >>> > >>
>> >> > > > >>> > >> On Fri, May 23, 2025 at 8:26 AM Ruifeng Zheng <
>> >> > > ruife...@apache.org>
>> >> > > > >>> > >> wrote:
>> >> > > > >>> > >>
>> >> > > > >>> > >>> +1
>> >> > > > >>> > >>>
>> >> > > > >>> > >>> On Fri, May 23, 2025 at 5:27 PM Hyukjin Kwon <
>> >> > > gurwls...@apache.org
>> >> > > > >>> >
>> >> > > > >>> > >>> wrote:
>> >> > > > >>> > >>>
>> >> > > > >>> > >>>> Please vote on releasing the following candidate as
>> Apache
>> >> > > Spark
>> >> > > > >>> > >>>> version 3.5.6.
>> >> > > > >>> > >>>>
>> >> > > > >>> > >>>> The vote is open until May 27 (PST)  and passes if a
>> majority
>> >> > > +1
>> >> > > > >>> PMC
>> >> > > > >>> > >>>> votes are cast, with
>> >> > > > >>> > >>>> a minimum of 3 +1 votes.
>> >> > > > >>> > >>>>
>> >> > > > >>> > >>>> [ ] +1 Release this package as Apache Spark 3.5.6
>> >> > > > >>> > >>>> [ ] -1 Do not release this package because ...
>> >> > > > >>> > >>>>
>> >> > > > >>> > >>>> To learn more about Apache Spark, please see
>> >> > > > >>> https://spark.apache.org/
>> >> > > > >>> > >>>>
>> >> > > > >>> > >>>> The tag to be voted on is v3.5.6-rc5 (commit
>> >> > > > >>> > >>>> 303c18c74664f161b9b969ac343784c088b47593):
>> >> > > > >>> > >>>>
>> >> > > > >>> > >>>>
>> >> > > > >>>
>> >> > >
>> https://github.com/apache/spark/tree/303c18c74664f161b9b969ac343784c088b47593
>> >> > > > >>> > >>>>
>> >> > > > >>> > >>>> The release files, including signatures, digests,
>> etc. can be
>> >> > > > >>> found at:
>> >> > > > >>> > >>>>
>> https://dist.apache.org/repos/dist/dev/spark/v3.5.6-rc1-bin/
>> >> > > > >>> > >>>>
>> >> > > > >>> > >>>> Signatures used for Spark RCs can be found in this
>> file:
>> >> > > > >>> > >>>> https://dist.apache.org/repos/dist/dev/spark/KEYS
>> >> > > > >>> > >>>>
>> >> > > > >>> > >>>> The staging repository for this release can be found
>> at:
>> >> > > > >>> > >>>>
>> >> > > > >>>
>> >> > >
>> https://repository.apache.org/content/repositories/orgapachespark-1495/
>> >> > > > >>> > >>>>
>> >> > > > >>> > >>>> The documentation corresponding to this release can
>> be found
>> >> > > at:
>> >> > > > >>> > >>>>
>> https://dist.apache.org/repos/dist/dev/spark/v3.5.6-rc1-docs/
>> >> > > > >>> > >>>>
>> >> > > > >>> > >>>> The list of bug fixes going into 3.5.6 can be found
>> at the
>> >> > > > >>> following
>> >> > > > >>> > >>>> URL:
>> >> > > > >>> > >>>>
>> >> > > https://issues.apache.org/jira/projects/SPARK/versions/12355703
>> >> > > > >>> > >>>>
>> >> > > > >>> > >>>> FAQ
>> >> > > > >>> > >>>>
>> >> > > > >>> > >>>> =========================
>> >> > > > >>> > >>>> How can I help test this release?
>> >> > > > >>> > >>>> =========================
>> >> > > > >>> > >>>>
>> >> > > > >>> > >>>> If you are a Spark user, you can help us test this
>> release by
>> >> > > > >>> taking
>> >> > > > >>> > >>>> an existing Spark workload and running on this release
>> >> > > candidate,
>> >> > > > >>> then
>> >> > > > >>> > >>>> reporting any regressions.
>> >> > > > >>> > >>>>
>> >> > > > >>> > >>>> If you're working in PySpark you can set up a virtual
>> env and
>> >> > > > >>> install
>> >> > > > >>> > >>>> the current RC via "pip install
>> >> > > > >>> > >>>>
>> >> > > > >>>
>> >> > >
>> https://dist.apache.org/repos/dist/dev/spark/v3.5.6-rc1-bin/pyspark-3.5.6.tar.gz
>> >> > > > >>> > >>>> "
>> >> > > > >>> > >>>> and see if anything important breaks.
>> >> > > > >>> > >>>> In the Java/Scala, you can add the staging repository
>> to your
>> >> > > > >>> projects
>> >> > > > >>> > >>>> resolvers and test
>> >> > > > >>> > >>>> with the RC (make sure to clean up the artifact cache
>> >> > > > >>> before/after so
>> >> > > > >>> > >>>> you don't end up building with a out of date RC going
>> >> > > forward).
>> >> > > > >>> > >>>>
>> >> > > > >>> > >>>
>> >> > > > >>> >
>> >> > > > >>>
>> >> > > > >>>
>> ---------------------------------------------------------------------
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>> >> > > > >>>
>> >> > > > >>>
>> >> > > > >>
>> >> > > >
>> >> > >
>> >> > >
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>> >> > >
>> >> > >
>> >> >
>> >>
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