Hi all,

We have generated a new report comparing the Python and R benchmark results
from the contender 13.0.0 RC2 to the baseline 12.0.1 RC1 on the
ursa-i9-9960x machine:

http://crossbow.voltrondata.com/release_reports/arrow-release-report-13.0.0-rc2.html

To dive deeper into the data, here is the same comparison on Conbench:

https://conbench.ursa.dev/compare/runs/b5871a9145e545409dd169ec30f17384...833d1302bd98477caaaf2fa428db0512/

The main notable performance difference is in the "wide-dataframe
use_legacy_dataset=false" benchmark case, which looks to exhibit a
performance regression, as Raúl mentioned above:

https://conbench.ursa.dev/benchmark-results/064ca542414d71f5800054929f91b4a1/

Thanks,
Austin


On Wed, Aug 2, 2023 at 4:55 AM Raúl Cumplido <rau...@apache.org> wrote:

> Hi,
>
> As already shared on both Zulip and the Mailing list after creating RC
> 1 we found a couple of regressions on performance. One has been fixed
> and added as part of RC2 but the other is still in progress:
> https://github.com/apache/arrow/issues/36892
>
> Based on conversations on Zulip it doesn't seem to be a blocker but
> please raise your concerns if you think we should wait for a new RC to
> add it.
>
> I have triggered a new benchmark run on the RC PR but it is still in
> progress:
> https://github.com/apache/arrow/pull/36985#issuecomment-1661559507
>
> I'll share in this discussion the comparison between the baseline
> (12.0.1) and the current RC once it is available.
>
> Thanks and happy holidays for the ones that are on vacation :)
> Raúl
>
> El mié, 2 ago 2023 a las 11:46, Raúl Cumplido (<rau...@apache.org>)
> escribió:
> >
> > Hi,
> >
> > I would like to propose the following release candidate (RC2) of Apache
> > Arrow version 13.0.0. This is a release consisting of 435
> > resolved JIRA issues[1].
> >
> > This release candidate is based on commit:
> > c604084e7c62747780f91d6f8419c47feb4b20fb [2]
> >
> > The source release rc2 is hosted at [3].
> > The binary artifacts are hosted at [4][5][6][7][8][9][10][11].
> > The changelog is located at [12].
> >
> > Please download, verify checksums and signatures, run the unit tests,
> > and vote on the release. See [13] for how to validate a release
> candidate.
> >
> > See also a verification result on GitHub pull request [14].
> >
> > The vote will be open for at least 72 hours.
> >
> > [ ] +1 Release this as Apache Arrow 13.0.0
> > [ ] +0
> > [ ] -1 Do not release this as Apache Arrow 13.0.0 because...
> >
> > [1]:
> https://github.com/apache/arrow/issues?q=is%3Aissue+milestone%3A13.0.0+is%3Aclosed
> > [2]:
> https://github.com/apache/arrow/tree/c604084e7c62747780f91d6f8419c47feb4b20fb
> > [3]:
> https://dist.apache.org/repos/dist/dev/arrow/apache-arrow-13.0.0-rc2
> > [4]: https://apache.jfrog.io/artifactory/arrow/almalinux-rc/
> > [5]: https://apache.jfrog.io/artifactory/arrow/amazon-linux-rc/
> > [6]: https://apache.jfrog.io/artifactory/arrow/centos-rc/
> > [7]: https://apache.jfrog.io/artifactory/arrow/debian-rc/
> > [8]: https://apache.jfrog.io/artifactory/arrow/java-rc/13.0.0-rc2
> > [9]: https://apache.jfrog.io/artifactory/arrow/nuget-rc/13.0.0-rc2
> > [10]: https://apache.jfrog.io/artifactory/arrow/python-rc/13.0.0-rc2
> > [11]: https://apache.jfrog.io/artifactory/arrow/ubuntu-rc/
> > [12]:
> https://github.com/apache/arrow/blob/c604084e7c62747780f91d6f8419c47feb4b20fb/CHANGELOG.md
> > [13]:
> https://cwiki.apache.org/confluence/display/ARROW/How+to+Verify+Release+Candidates
> > [14]: https://github.com/apache/arrow/pull/36985
>

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