Hi Aaron,

I’m just a minor contributor to datasplash at present, because we’re using Beam 
as the centre of our data streaming / processing functions. I like the idea 
you’re presenting, but haven’t really stretched our solutions to the point 
where AOT was a problem for us.

I look forward to further developments on Thurber though!


On 22 Jan 2020, 18:22 +0200, Aaron D. <atdi...@gmail.com>, wrote:
>
> Hi Dominic thank you!
>
> Are you maintainer/contrib to datasplash, I would be happy to swap notes, 
> synthesize ideas.
>
> My org looked at datasplash. The biggest dealbreaker for us was datasplash's 
> AOT-orientation; its AOT packaging meant we couldn't float its dependencies, 
> and didn't like the requirement to AOT compile our own code.
>
> With thurber I started w/ this goal to avoid AOT, be highly dynamic in the 
> repl, but was also able to focus on certain performance areas from the 
> bottom-up. thurber also eschews sugared/dsl-ish api for more direct/explicit 
> interop w the Beam SDK leaving this implementation concern to layers above 
> (though I may implement if interest)-- just a different 'opinionated' take 
> here.
>
> My org had been using Onyx for streaming use cases but its original 
> developers have moved on and we were concerned with its long-term viability. 
> Many of the ideals of thurber are consistent with Onyx's and reaching 
> previous Onyx users like ourselves was another line of sight for thurber.
>
> We'd also looked at clj-headlights - this was the other clojure Beam lib we'd 
> surveyed in this space.
>
> On Wednesday, January 22, 2020 at 7:30:17 AM UTC-6, Dominic Parry wrote:
> > Hi!
> >
> > Congratulations on the library! It makes me super happy when people build 
> > clojure libraries for the Google cloud ecosystem. I wanted to draw your 
> > attention to datasplash (https://github.com/ngrunwald/datasplash) which has 
> > made a start on this. I thought perhaps you could leverage some of it.
> >
> > Hope you have a great day!
> > On 21 Jan 2020, 23:10 +0200, atdixon <atd...@gmail.com>, wrote:
> > > Here is thurber (https://github.com/atdixon/thurber) (at early alpha 
> > > release) that enables Clojure on Apache Beam platforms like Google 
> > > Dataflow.
> > >
> > > thurber's goals include:
> > >
> > > - Full support for Beam capabilities
> > > - AOT-less (AOT not required; full dynamic support for serializing 
> > > functions, including inlined functions, and proxies)
> > > - Macro-less (very few, always optional, macros)
> > > - Performance focus (core optimized for large volume data streaming)
> > > - Idiomatic Clojure focus (Clojure functions are automatically 
> > > distributable functional transforms, lazy sequences over iterative 
> > > output, ..)
> > >
> > > When coming to Apache Beam and wanting to use Clojure there are a few 
> > > hurdles to overcome, some discussed here in the past.  Clojure's Java 
> > > interop commonly falls short in the domain of distributed big data Java 
> > > platforms (proxies and functions not serializable, no support for 
> > > generation of generic type signatures, minimal/insufficient support for 
> > > method annotations, suboptimal dynamic binding performance, etc)
> > >
> > > thurber bridges these issues internally, giving a full dynamic/Clojure 
> > > experience on top of Apache Beam.
> > >
> > > (For Onyx users, thurber + Beam meet the same ideals as Onyx on a 
> > > well-backed platform.)
> > >
> > > This is early alpha release and feedback on the API & facilities are 
> > > welcome.
> > >
> > > For the curious, the walkthrough covers most of thurber capability: 
> > > https://github.com/atdixon/thurber/blob/master/demo/walkthrough.clj
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