Hi team,

I guess verifying the release artifacts seems a bit daunting.
Actually, it is pretty simple.

We simply need to go to the artifact location, download it and test it
in the way you would normally run SystemDS.

Few things:
- Your testing does not have to cover each feature area of the
project, the features that you are comfortable with will do.
- You do not have to test each and every artifact, please choose the
ones that you feel are relevant to you.
- Try your best about which features you are testing and you can vote
based on that.
- How much testing is necessary? - Try your best effort.

Before sending the voting email there has been rigorous testing. Also,
there are some automated checks at each process. Because these tests
were run on machines which have residual configuration or there might
be some overlook on things like a missing file, environmental variable
or configuration files etc.

Here are a basic steps to download the files and test them
 
https://cwiki.apache.org/confluence/display/SYSTEMDS/Verifying+SystemDS+Release+Artifacts

Best regards
Janardhan


On Thu, Mar 2, 2023 at 5:47 PM arnab phani <phaniar...@gmail.com> wrote:
>
> Hi Janardhan, let me know if you want to have a call during the rc cut.
> I am back in Berlin and can have a call today.
>
> Regards,
> Arnab..
>
> On Thu, Mar 2, 2023 at 1:07 PM Matthias Boehm <mboe...@gmail.com> wrote:
>>
>> thanks Janardhan - sounds good to me.
>>
>> The perftest ran fine, except for the single-threaded read issue we send
>> to user@hadoop but did not receive any feedback yet (and an exploration
>> of different configurations did not yield improvements yet).
>>
>> Regards,
>> Matthias
>>
>> On 3/2/2023 6:32 AM, Janardhan wrote:
>> > Hello team
>> >
>> > I will start an rc tonight.
>> >
>> > Best regards
>> > Janardhan
>> >
>> > On Sat, Feb 25, 2023 at 12:47 AM Janardhan <janard...@apache.org> wrote:
>> >> Hi Matthias
>> >>
>> >> Please do take time. I am also doing some preparations on my side.
>> >> We can start the release process once the perf test is done.
>> >>
>> >> Thank you
>> >> Janardhan
>> >>
>> >> On Sat, Feb 25, 2023 at 12:37 AM Matthias Boehm <mboe...@gmail.com> wrote:
>> >>> unfortunately, I was a bit to eager - the clean run of the perftest
>> >>> suite now showed additional issues, which we should fix. I would fix
>> >>> what I'm aware of tonight and then kickoff the perftest suite for a
>> >>> clean run over the weekend.
>> >>>
>> >>> Regards,
>> >>> Matthias
>> >>>
>> >>> On 2/23/2023 11:01 PM, Matthias Boehm wrote:
>> >>>> thanks for asking - I was just about to write it up. The perftest
>> >>>> revealed a couple of configuration problems of our new hardware
>> >>>> cluster, and one regression that I just fixed (but missed two
>> >>>> test-related changes). Other than that the numbers look quite good:
>> >>>> consistent moderate performance improvements across all algorithms and
>> >>>> use cases. So once SYSTEMDS-3500 is closed, we can start cutting the
>> >>>> first RC. Concurrently we will run another full pass of the perftest
>> >>>> to keep the numbers for future comparisons.
>> >>>>
>> >>>> Regards,
>> >>>> Matthias
>> >>>>
>> >>>> On 2/23/2023 10:53 PM, Janardhan wrote:
>> >>>>> Hello team
>> >>>>>
>> >>>>> Did we face any issues during the performance testing? Shall we be
>> >>>>> needing some time or can we go ahead with the release plan as
>> >>>>> discussed?
>> >>>>>
>> >>>>> Best regards
>> >>>>>
>> >>>>> Janardhan
>> >>>>>
>> >>>>> On Fri, Feb 10, 2023 at 11:44 PM Matthias Boehm <mboe...@gmail.com>
>> >>>>> wrote:
>> >>>>>> thanks double checking - I'm almost done, but there is still a bug 
>> >>>>>> with
>> >>>>>> unique() which I encountered while added the auc() builtin and I will
>> >>>>>> resolve this issue in the next hours.
>> >>>>>>
>> >>>>>> Regards,
>> >>>>>> Matthias
>> >>>>>>
>> >>>>>> On 2/10/2023 5:25 PM, Janardhan wrote:
>> >>>>>>> Hello everyone,
>> >>>>>>>
>> >>>>>>> As planned before, we shall freeze code on the development branch
>> >>>>>>> tonight (GMT), for the team to run performance testing suites.
>> >>>>>>>
>> >>>>>>> Are you in the middle of implementing some feature/bug fix? - If yes,
>> >>>>>>> would you be needing some time?.
>> >>>>>>>
>> >>>>>>> Kindly reply if you have any concerns.
>> >>>>>>>
>> >>>>>>> Best regards,
>> >>>>>>> Janardhan
>> >>>>>>>
>> >>>>>>> On Sat, Jan 28, 2023 at 10:58 PM Janardhan <janard...@apache.org>
>> >>>>>>> wrote:
>> >>>>>>>> Thank you for the response.
>> >>>>>>>>
>> >>>>>>>> The feature freeze will be on Feb 10th, 2023
>> >>>>>>>> Tentative release date is Feb 24th, 2023
>> >>>>>>>>
>> >>>>>>>> If you have pending PRs, now is the best time to get it running and
>> >>>>>>>> merge it once the code looks good. After the feature freeze, any new
>> >>>>>>>> features will go to the next release cycle.
>> >>>>>>>>
>> >>>>>>>> Best regards,
>> >>>>>>>> Janardhan
>> >>>>>>>>
>> >>>>>>>>
>> >>>>>>>>
>> >>>>>>>>
>> >>>>>>>> On Fri, Jan 27, 2023 at 4:21 AM Matthias Boehm <mboe...@gmail.com>
>> >>>>>>>> wrote:
>> >>>>>>>>> indeed, thanks everybody for starting the discussion. From my
>> >>>>>>>>> end, I'm
>> >>>>>>>>> pressured under few deadlines until beginning of February right
>> >>>>>>>>> now, but
>> >>>>>>>>> would like to bring in a few built-ins to add missing
>> >>>>>>>>> functionality for
>> >>>>>>>>> model evaluation early Feb (until Feb 5 if that fits into the
>> >>>>>>>>> release
>> >>>>>>>>> date). How about a feature freeze Feb 10 and then a week or two for
>> >>>>>>>>> running the perftest suite?
>> >>>>>>>>>
>> >>>>>>>>> Regards,
>> >>>>>>>>> Matthias
>> >>>>>>>>>
>> >>>>>>>>> On 1/26/2023 5:25 PM, arnab phani wrote:
>> >>>>>>>>>> Thanks Janardhan for initiating the discussion.
>> >>>>>>>>>>
>> >>>>>>>>>> Regards,
>> >>>>>>>>>> Arnab..
>> >>>>>>>>>>
>> >>>>>>>>>>
>> >>>>>>>>>> On Thu, Jan 26, 2023 at 6:21 AM Janardhan <janard...@apache.org>
>> >>>>>>>>>> wrote:
>> >>>>>>>>>>
>> >>>>>>>>>>> Hi all,
>> >>>>>>>>>>>
>> >>>>>>>>>>> Let us initiate the release preparations. I'd like to mention the
>> >>>>>>>>>>> release date shortly after our discussion in this mail thread.
>> >>>>>>>>>>>
>> >>>>>>>>>>> Let us take this opportunity to wrap up any features recently
>> >>>>>>>>>>> introduced. Hopefully, the features are functional and reasonably
>> >>>>>>>>>>> tested for the release. If not, you can mention here if you
>> >>>>>>>>>>> would need
>> >>>>>>>>>>> some assistance, and reviews.
>> >>>>>>>>>>>
>> >>>>>>>>>>> You can start with Updating version details in Jira as follows:
>> >>>>>>>>>>>
>> >>>>>>>>>>> 1. Apply version
>> >>>>>>>>>>>         Affects Version/s: SystemDS 3.1
>> >>>>>>>>>>>         Fix Version/s: SystemDS 3.1
>> >>>>>>>>>>>
>> >>>>>>>>>>> 2. Fill in Components the Jira is related to
>> >>>>>>>>>>>         Component/s:
>> >>>>>>>>>>>
>> >>>>>>>>>>> some of component names:
>> >>>>>>>>>>> Documentation, Runtime, Compiler, Build, APIs, Algorithms,
>> >>>>>>>>>>> Federated, Compression, Builtins, Frame, Matrix, GPU, CLA
>> >>>>>>>>>>>
>> >>>>>>>>>>> --
>> >>>>>>>>>>> Helpful links
>> >>>>>>>>>>>
>> >>>>>>>>>>> [1] all Jira components list:
>> >>>>>>>>>>>
>> >>>>>>>>>>> https://issues.apache.org/jira/projects/SYSTEMDS?selectedItem=com.atlassian.jira.jira-projects-plugin:components-page
>> >>>>>>>>>>>
>> >>>>>>>>>>> [2] SystemDS Kanban Board:
>> >>>>>>>>>>>
>> >>>>>>>>>>> https://issues.apache.org/jira/secure/RapidBoard.jspa?projectKey=SYSTEMDS&rapidView=466
>> >>>>>>>>>>>
>> >>>>>>>>>>> [3] Release Process:
>> >>>>>>>>>>> https://apache.github.io/systemds/site/release-process.html
>> >>>>>>>>>>>
>> >>>>>>>>>>>
>> >>>>>>>>>>> Best Regards,
>> >>>>>>>>>>> Janardhan
>> >>>>>>>>>>>
>>

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