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From Brian Devins-Suresh <>
Subject Re: Hello World / CRUNCH Framework
Date Fri, 14 Dec 2018 15:30:05 GMT
Hi Julian,

This seems like a cool project. I'd like to point out one thing with your
name, there is already an Apache Crunch project:

On a couple collaborative notes, as a (incubating) Zipkin developer I could
see some use for your project in our community. We've had trouble building
reusable analytics components so if your framework would help facilitate
that then we might be able to get community buy-in for adopting.

My other collaboration point is it would be cool if it could be used with
the newly incubating IoTDB once that has all of its source available.

- Brian

On Fri, Dec 14, 2018 at 5:59 AM Julian Feinauer <> wrote:

> Hi Chris,
> yes, you got it right.
> We do not care about "how does this message get from this processing node
> to that".
> We "transpile" the higher level input into a DAG which can then run on
> basically every streaming engine (I agree, we do NOT need yet another one),
> in that sense it is a bit like Apache Beam.
> Thus, I do not see it as a contender to Edgent but more as a
> complementary, because edgents focus is more the engine and Cloud
> Communication and CRUNCHs focus is more of "what exactly does the pipeline
> do".
> Julian
> Am 14.12.18, 11:54 schrieb "Christofer Dutz" <>:
>     Hi Julian,
>     For me it always felt like crunch can't directly be compared to the
> other "streaming engines" as I see it as a bundle of a streaming engine and
> a higher level framework for doing typical industry operations on top of
> that.
>     I think the higher level library should actually be able to run on top
> of any of the other streaming engines we have. Does such a split make
> sense, or did I get something wrong? Perhaps it would make sense to
> evaluate Edgents stream processing and eventually merge in improvements. I
> don't see a need multiple edge stream frameworks especially if we have to
> revive the existing one.
>     I think an engine for higher level functions on top of a streaming
> engine of choice would be a great addition, because adding such logic to
> only one of the existing seems to be a waste.
>     Chris
>     Outlook for Android<> herunterladen
>     ________________________________
>     From: Julian Feinauer <>
>     Sent: Friday, December 14, 2018 11:11:40 AM
>     To:
>     Subject: Hello World / CRUNCH Framework
>     Hi all,
>     I just joined the incubator ML and wanted to present myself and
> possibly also start a discussion about a software project we developed in
> the past.
>     But first things first. My name is Julian Feinauer and I come from
> Germany where I run two “start-up” companies where we work a lot on the
> “industrial IoT” topics, data science and processing of “larger amounts of
> data”. We love open source and so we love the ASF. Most notably, I closely
> follow the Apache Calcite project and hopefully find some time soon to
> contribute a bit more than in the last monts. Futhermore, I am engaged in
> the (incubating) PLC4X project as (P)PMC and in the  (incubating) Edgent
> project where I try to “revive” the community as new (P)PMC together with
> Christopher Dutz.
>     Now to the real topic. Over the last 3 years I started to develop a
> “Framework/Library” (currently a set of jars) to facilitate processing of
> timeseries data. The focus is mostly on processing of data from test
> stands, e.g., automotive tests, driving profiles and so on. Furthermore, in
> the recent year we added a lot of functionality for processing of
> “industrial data”. This means that we want to make it easy to analyze
> things like “how long did the machine spend in this state”, “when are the
> following set of bits set” or “nofity when the following conditions is true
> for the first time”.
>     It is a bit technical and I don’t want to go too deep into it, but
> generally speaking we try to introduce the “right” semantics to answer the
> typical questions when analyzing machine or test data. This project is
> called “CRUNCH” and we are in the process of making it open source (will be
> moved to a public github repo in this year) under the Apache 2.0 License.
>     As there can be seen a close relationship to other (incubating or TLP)
> projects we are thinking about if this project could fit into the
> incubator. Some examples for Apache projects that we see as “related” are
> Apache Flink (which we can use as the Streaming Engine to process the
> stream), (incubating) Edgent which we also can support as Streaming Engine
> and where we try to find a suitable project goal and community currently as
> some of the (P)PMC members retired or went inactive. Finally, CRUNCH has a
> very natural fit with PLC4X because it can directly process the data
> gathered form PLCs (and in fact we are already using it in some of our
> projects that way). I had several discussions with some of the (P)PMCs of
> PLC4X, namely Sebastian Rühl and Christpher Dutz wo encouraged me to
> introduce the project to the incubator because they also see some potential
> for the project to enrich the OSS ecosystem with regards to edge / stream
> processing of (I)IoT data.
>     So please feel free to ask questions or discuss your view on this
> topic as I would like to find out if this project could fit in the Apache
> Ecosystem and the Incubator or not.
>     Thank you already!
>     Julian

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