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Join efforts into TableTransforms.jl? #3

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juliohm opened this issue Oct 29, 2021 · 1 comment
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Join efforts into TableTransforms.jl? #3

juliohm opened this issue Oct 29, 2021 · 1 comment

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@juliohm
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juliohm commented Oct 29, 2021

Hi @TheRoniOne , what a coincidence, we announced two packages that have very similar goals. What do you think of joining efforts in TableTransforms.jl to achieve better revertibility and a common API?

https://github.com/JuliaML/TableTransforms.jl

We are actively working on the package, and many more transforms will be added in the following days. Our API is extremely simple to implement, and we would certainly benefit from the cleaning transforms you have added here.

Let me know what do you think, it would be nice to avoid duplication of work, and think more generally in terms of transforms as opposed to just data cleaning.

@TheRoniOne
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I'm definitely interested on upstreaming my work on Cleaner.jl as a dependency into TableTransforms.jl, while keeping Cleaner.jl as a minimal dependency too (currently Cleaner.jl only depends on Tables.jl v"1" and PrettyTables v"1" so there should't be any compatibility problems).

Thanks to following semver, all minor Cleaner.jl releases should be directly compatible and available with the latest version of TableTransforms.jl and I will personally upstream all new features on major Cleaner.jl releases to follow your API while also updating the Cleaner entry on TableTransforms.jl's Project.toml if you are fine with it too.

I will also develop tests for all new features upstreamed from Cleaner.jl to TableTransforms.jl to ensure nothing breaks.

Would be great to coordinate major Cleaner.jl and TableTransforms.jl releases too to have all latest features on Cleaner.jl always be available on the latest version of TableTransforms.jl.

If you agree, please let me know so I can start developing pull requests towards TableTransforms.jl repo.

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