+1 on migrating to Github issues. The simplicity of having a single
platform and auth for issues and code outweighs the complexity of
maintaining two systems.




On Thu, Jan 29, 2026 at 8:07 AM Wenchen Fan <[email protected]> wrote:

> +1 to maintain both. Why not give contributors a new option with Github
> Issues? All we need to do is to allow people to create PRs with link to
> Github Issues, in addition to JIRAs. The only downside I can think of is
> future release notes will contain mixed items from Github Issues and JIRAs.
>
> On Thu, Jan 29, 2026 at 7:22 AM Lisa N. Cao <[email protected]>
> wrote:
>
>>
>> It would make it easier for the community to see the progress of
>> features, but there is some work involved to maintain both.
>>
>> --
>> LNC
>>
>>
>> On Wed, Jan 28, 2026 at 3:10 PM Tian Gao via dev <[email protected]>
>> wrote:
>>
>>> I'm okay with not retiring JIRA, but if we only allow PRs with JIRA
>>> tickets, we still have the same issue - the new contributors can't work on
>>> any problems without access to JIRA.
>>>
>>> Yes, opening issue tabs will help with community feedback, but I don't
>>> think we get full benefit from it if we restrict it to be a "discussion
>>> only" place. The community of spark is not only users, but also occasional
>>> contributors.
>>>
>>> If we worry about the dramatic migration from JIRA, we can open github
>>> issues, and start building infra around it, while keeping the old system
>>> working. If we see a trend of committers using github issues more often,
>>> that's an indicator that people like github integration more than the
>>> existing JIRA system.
>>>
>>> Yes, migrating to github issues means we probably need to throw away a
>>> bunch of scripts for JIRA, but some of them are not necessary in the first
>>> place if we use github issues. For example, linking issues to PRs is a
>>> native supported feature in github. Github supports "squash-only" merge so
>>> people won't accidentally merge PRs with all the commit history. Github
>>> also supports "using PR description as commit message".
>>>
>>> Even if we do want extra flexibility, github bots have the advantages of
>>> authentication. For example, if I understand correctly, committers need
>>> their JIRA token to make the current merge script work - that won't be
>>> necessary if we use github. Github issues can be closed automatically when
>>> a linked PR is merged (with close #number) or a github bot can easily do
>>> that.
>>>
>>> Therefore, if we don't want to close JIRA, I'm totally fine with a
>>> dual-rail system which allows users to submit a PR based on a github issue,
>>> instead of a JIRA ticket. We can do that gradually and polish up all the
>>> infra required for github issues. Then we can make a decision whether to
>>> migrate completely.
>>>
>>> Tian Gao
>>>
>>> On Wed, Jan 28, 2026 at 2:47 PM Dongjoon Hyun <[email protected]>
>>> wrote:
>>>
>>>> -1 because I don't think we should move from the existing one (ASF
>>>> JIRA) to a new one (GitHub Issues) completely to meet the suggested ideas.
>>>> It sounds like a little overkill for the goals. They can be used more
>>>> harmoniously.
>>>>
>>>> Specifically, I want to counter-propose a simpler alternative which is
>>>> used already in some ASF projects: GitHub Issue Tab can be used as an
>>>> additional preliminary discussion place (receiving issue reports before
>>>> creating actual JIRA issues). Since this is open to all GitHub users, it
>>>> already meets the proposed goals. And, there is no reason to abandon ASF
>>>> JIRA because only worthy ideas will get JIRA IDs after closing duplicated
>>>> issues or naive Spark questions from GitHub Issue tabs.
>>>>
>>>> We can build a better layered issue reporting system by getting all the
>>>> benefits of the existing ASF JIRA infra and GitHub Issue Tab instead of
>>>> wasting lots of the community resources due to the drastic migration (or
>>>> abandoning the established system, script, practices).
>>>>
>>>> > I think we should move from JIRA to github issues for
>>>> > * more feedback from community
>>>> > * lower barrier to entry for new contributors
>>>> > * better integration with the whole github eco-system
>>>>
>>>> Dongjoon.
>>>>
>>>>
>>>> On 2026/01/27 14:57:00 Bjørn Jørgensen wrote:
>>>> > Github use mentioned instead of related to
>>>> >
>>>> > Like this
>>>> > [image: image.png]
>>>> > https://github.com/apache/arrow/issues/48961
>>>> >
>>>> >
>>>> > tir. 27. jan. 2026 kl. 14:58 skrev Nicholas Chammas <
>>>> > [email protected]>:
>>>> >
>>>> > > One thing GitHub Issues doesn’t have a native equivalent to are
>>>> issue
>>>> > > links. GitHub will extract mentions of other tickets and highlight
>>>> them in
>>>> > > the side bar, but on Jira you can just link a ticket to another one
>>>> > > directly.
>>>> > >
>>>> > > Example: https://issues.apache.org/jira/browse/SPARK-28024
>>>> > >
>>>> > > [image: Screenshot 2026-01-27 at 8.55.28 AM.png]
>>>> > >
>>>> > > Not saying this is a blocker. Just calling this out so we can try to
>>>> > > preserve this information after the migration.
>>>> > >
>>>> > > Nick
>>>> > >
>>>> > >
>>>> > > On Jan 26, 2026, at 8:00 PM, DB Tsai <[email protected]> wrote:
>>>> > >
>>>> > > +1, the bar for using JIRA is too high—contributors need a
>>>> PMC/committer
>>>> > > to create an account. Using GitHub issues would make it much easier
>>>> for
>>>> > > people to participate.
>>>> > > DB Tsai  |  https://www.dbtsai.com/  |  PGP 42E5B25A8F7A82C1
>>>> > >
>>>> > > On Jan 26, 2026, at 2:30 PM, Hyukjin Kwon <[email protected]>
>>>> wrote:
>>>> > >
>>>> > > TBH, if we can manage to migrate all related repos in Apache Spark,
>>>> I feel
>>>> > > like it might be a great idea.
>>>> > > lately I started to actively work on Apache Arrow, and realised
>>>> that they
>>>> > > also successfully migrate to GitHub Issues from JIRA for all ther
>>>> repos.
>>>> > >
>>>> > > On Tue, 27 Jan 2026 at 05:49, Tian Gao via dev <
>>>> [email protected]>
>>>> > > wrote:
>>>> > >
>>>> > >> Hi all, I'd like to start a discussion on a draft SPIP:
>>>> > >>
>>>> https://docs.google.com/document/d/1WMaA49hKyu7gtU189fPq4k8TeI-Q73Q6bqSeWAgR3y8/edit?usp=sharing
>>>> > >>
>>>> > >> tl; dr
>>>> > >>
>>>> > >> I think we should move from JIRA to github issues for
>>>> > >> * more feedback from community
>>>> > >> * lower barrier to entry for new contributors
>>>> > >> * better integration with the whole github eco-system
>>>> > >>
>>>> > >> Many apache projects have moved from JIRA to github issues
>>>> successfully,
>>>> > >> including Arrow, Airflow, Beam, Maven, Lucene ... Actually most of
>>>> apache
>>>> > >> projects are using github issues now, with a few exceptions
>>>> including spark.
>>>> > >>
>>>> > >> I'd like to hear more about this proposal from the community.
>>>> > >>
>>>> > >> Thanks!
>>>> > >>
>>>> > >> Tian Gao
>>>> > >>
>>>> > >
>>>> > >
>>>> > >
>>>> >
>>>> > --
>>>> > Bjørn Jørgensen
>>>> > Vestre Aspehaug 4, 6010 Ålesund
>>>> > Norge
>>>> >
>>>> > +47 480 94 297
>>>> >
>>>>
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