Am Dienstag, 7. April 2020 21:57:27 UTC+2 schrieb Brad:
>
>
> I wonder if Leo could be a compelling platform for this use case. 
>
>
Why do you think that?
What is leo offering that other solutions miss?

The idea would be to have a sharable Leo file of a given format that would 
> include enough information (exact code, data, specifics of the platform and 
> libraries, etc.) such that the 'sharee' could exactly re-create the results 
> of the 'sharer'.
>
>
 Out of the box, that't barely possible even for regular apps. Binary data 
would be a problem, big data would be a significant problem and libraries 
would be somewhat tricky.

Also, if you aim for real reproducibility, you would need a bunch of more 
stuff, like a plaintext-readme with instructions, because leo-files are not 
well readable without leo. You would also need to preserve the used 
leo-version, which means deliveriung a dedicated folderstructure would be 
better anyway.

It seems that Leo is a rich enough platform that a 'schema' could be 
> created to facilitate this kind of sharing.
>
>
 It entirely depends on what your aim is. Would it be used as an internal 
tool in a small group with low amount of data for day to day-usage? 
Yes, some work is neccessary, but would be doable.

As a public tool, competing with something like Jupyter, for serious 
scientific work and data with potential thousands and tenthousands of 
unexperienced users? No way. Leo is just not a good fit for this. Leo is 
just a small petproject where people explorer interessting ideas while 
ignoring quality and stability, not a dedicated vision maintainend by 
hundreds of dedicated experts. For serious reproducibility you must plan in 
matters of decades, and leo is not able to deliver that. To be fair, 
something like Jupyter is hardly delivering this too, but it's a big well 
maintained and documented project with a well prospering community going 
into this direction, so it will at some point likely reach it.

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