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Support other component implementation interfaces #580

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Tracked by #563
RobbeSneyders opened this issue Oct 30, 2023 · 0 comments
Open
Tracked by #563

Support other component implementation interfaces #580

RobbeSneyders opened this issue Oct 30, 2023 · 0 comments
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Core Core framework Ease of use

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@RobbeSneyders
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RobbeSneyders commented Oct 30, 2023 •
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The interface fondant provides for the implementation of a component is currently always a dataframe, either Dask or Pandas. For some use cases, a dataframe is not the easiest datastructure to work with though.

We should look into which other interfaces would be useful. These can be either other frameworks (eg. Huggingface datasets), or other Dask datastructures (delayed, bag, ...).
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