Thanks Dariusz. This sounds great. Added some comments.
Also, +Jeff Gardner <gardn...@google.com>  who has experience on
performance regression analysis of integration tests.

Thanks,
Cham

On Mon, Apr 16, 2018 at 2:58 AM Łukasz Gajowy <lukasz.gaj...@gmail.com>
wrote:

> @Etienne +1 to doing that! :) if we have both results (Nexmark and IOITs)
> in BQ we could use the same (similar?) tools to detect anomalies captured
> by Nexmark (if there's need for doing that).
>
> 2018-04-16 11:17 GMT+02:00 Etienne Chauchot <echauc...@apache.org>:
>
>> Very nice to see the dashboards !
>>
>> Regarding Kenn's comment:  Nexmark supports outputing the results to
>> Bigquery so it could be easily integrated into the dashboards. We're, with
>> Kenn, scheduling Nexmark runs. We could configure the output to bigquery
>> dashboard tables ?
>> WDYT?
>>
>> Etienne
>> Le samedi 14 avril 2018 à 23:20 +0000, Kenneth Knowles a écrit :
>>
>> This is very cool. So is it easy for someone to integrate the proposal to
>> regularly run Nexmark benchmarks and get those on the dashboard? (or a
>> separate one to keep IOs in their own page)
>>
>> Kenn
>>
>> On Fri, Apr 13, 2018 at 9:02 AM Dariusz Aniszewski <
>> dariusz.aniszew...@polidea.com> wrote:
>>
>>
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>>
>>
>> *Hello Beam devs!As you might already noticed, together with Łukasz
>> Gajowy, Kamil Szewczyk and Katarzyna Kucharczyk (all directly cc’d here)
>> we’re working on adding some performance tests to the project. We were
>> following directions from the Testing I/O Transforms in Apache Beam
>> <https://beam.apache.org/documentation/io/testing/> site (which we plan to
>> update in near future).We started from testing various FileBasedIOs as part
>> of BEAM-3060 <https://issues.apache.org/jira/browse/BEAM-3060>. So far we
>> have tests for: - TextIO (with and without compression)- AvroIO- XmlIO-
>> TFRecordIOthat may run on following filesystems: - local- GCS- HDFS (except
>> for TFRecordIO, see BEAM-3945
>> <https://issues.apache.org/jira/browse/BEAM-3945>)Besides FileBasedIOs we
>> also covered: - HadoopInputFormatIO- MongoDBIO- JdbcIO (in this case test
>> was there, but was disabled; we fixed it and enabled)- HCatalogIO
>> (currently in PR <https://github.com/apache/beam/pull/5097>)While currently
>> all the tests are maven-based, we responded to ongoing Gradle migration and
>> created PR <https://github.com/apache/beam/pull/5003> that allows running
>> them via Gradle.All of those tests are executed on daily basis on Apache
>> Jenkins <https://builds.apache.org/> and their results are published to
>> individual BigQuery tables. There is also a dashboard on which tests
>> results may be viewed and
>> compared:https://apache-beam-testing.appspot.com/explore?dashboard=5755685136498688
>> <https://apache-beam-testing.appspot.com/explore?dashboard=5755685136498688>As
>> we have some amount of tests already, we’re currently working on a tool
>> that will analyze the results and search for anomalies, so devs are
>> notified if degraded performance is observed. You can find proposal
>> document
>> here:https://docs.google.com/document/d/1Cb7XVmqe__nA_WCrriAifL-3WCzbZzV4Am5W_SkQLeA
>> <https://docs.google.com/document/d/1Cb7XVmqe__nA_WCrriAifL-3WCzbZzV4Am5W_SkQLeA>We
>> welcome you to share your thoughts on performance tests in general as well
>> as proposed solution for anomaly detection.Best,Dariusz Aniszewski*
>>
>>
>

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