Hi Eric,

Thanks for your feedback. I name them as high level api and low level api
just because the high level depends on the low level api. Actually the high
level api and low level api are for difference scenarios. The low level api
is for the scenario that user write code in notebook and would like to
schedule the note via external system. The high level api is for the
scenario that user treat zeppelin as a job server, and user don't need to
write code in zeppelin beforehand, they just submit code to zeppelin and
zeppelin would execute the code. This is much like the apache livy,
https://livy.apache.org/

Eric Pugh <ep...@opensourceconnections.com> 于2020年7月25日周六 上午12:45写道:

> Thanks Jeff for sharing this.   I’ve often wanted to take what I did in my
> notebook, and then make that logic flow something that could be triggered
> by other processes.   I used the CRON feature that was available always in
> the 8.x line of Zeppelin, and had the end of my notebook be a HTTP PUT with
> my output calculations for example ;-).
>
> I’m not sure about the term High and Low.   The other project that I saw
> that used those terms was Apache Poi, and they had a high-level API about a
> Excel spreadsheet, that abstracted a lot away, and then a very low-level
> one where you were working with, and then a low level one where you worked
> with the basic datastructures.
>
> I would think that “High Level” is the working with notebooks and
> paragraphs, but without really knowing what was going on inside of them.  I
> interact with Notebook X and Notebook Y, but they are blackboxes to me.
>  Whereas the “Low Level” would be the “I am actually running code against
> Zeppelin, and understand how to run code on Zeppelin”.
>
> I know this is the opposite of your definition!
>
> Regardless of naming, more ways to leverage Zeppelin would be nice.
>
>
>
> > On Jul 24, 2020, at 11:53 AM, Jeff Zhang <zjf...@gmail.com> wrote:
> >
> > Hi Folks,
> >
> > I'd like to discuss this proposal with you about the zeppelin client api
> (zeppelin sdk).
> > The background is that now Zeppelin’s main usage scenario is interactive
> data analysis. Although it provides rest api, it is not easy for an
> external system (e.g. scheduler system) to integrate Zeppelin for the
> scenario where zeppelin is used as a backend job service. So I propose to
> introduce a new module: Zeppelin client api (Zeppelin SDK), whose purpose
> is to provide easy api for external systems to integrate zeppelin.
> >
> > I have created a google doc for the details, welcome any comments and
> feedback.
> >
> >
> https://docs.google.com/document/d/1bLLKKxleZlZpP9EFJlLLkJKwDBps-RNvzNwh3LFZWZ4/edit?usp=sharing
> <
> https://docs.google.com/document/d/1bLLKKxleZlZpP9EFJlLLkJKwDBps-RNvzNwh3LFZWZ4/edit?usp=sharing
> >
> >
> >
> > --
> > Best Regards
> >
> > Jeff Zhang
>
> _______________________
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-- 
Best Regards

Jeff Zhang

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