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



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] 
>> <mailto:[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
> 

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