+1 (non-binding)
—
Sent from my iPhone
Pardon the dumb thumb typos :)

> On Nov 23, 2025, at 7:40 PM, [email protected] wrote:
> 
> Please vote on releasing the following candidate as Apache Spark version 
> 4.1.0.
> 
> The vote is open until Wed, 26 Nov 2025 20:40:01 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 4.1.0
> [ ] -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 v4.1.0-rc1 (commit 2808b96a1b8):
> https://github.com/apache/spark/tree/v4.1.0-rc1
> 
> The release files, including signatures, digests, etc. can be found at:
> https://dist.apache.org/repos/dist/dev/spark/v4.1.0-rc1-bin/
> 
> Signatures used for Spark RCs can be found in this file:
> https://downloads.apache.org/spark/KEYS
> 
> The staging repository for this release can be found at:
> https://repository.apache.org/content/repositories/orgapachespark-1506/
> 
> The documentation corresponding to this release can be found at:
> https://dist.apache.org/repos/dist/dev/spark/v4.1.0-rc1-docs/
> 
> The list of bug fixes going into 4.1.0 can be found at the following URL:
> https://issues.apache.org/jira/projects/SPARK/versions/12355581
> 
> 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/v4.1.0-rc1-bin/pyspark-4.1.0.tar.gz";
> and see if anything important breaks.
> In the Java/Scala, you can add the staging repository to your project's 
> resolvers and test
> with the RC (make sure to clean up the artifact cache before/after so
> you don't end up building with an out of date RC going forward).
> 
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