Add Pandas interface #200
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Add Pandas interface #200
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This was referenced Jun 14, 2023
NielsRogge
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Jun 14, 2023
PhilippeMoussalli
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Jun 14, 2023
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Cool stuff, do we need to change more reusable components to use pandas now ? |
They can keep working with the |
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Fixes #183 There's some todo's left, we should - [ ] Look into the redefinition of the divisions after we clear them. Now that we take this out of the hands of the user, we should define which strategy we want to follow here. (#205) - [ ] Move to `hierarchical columns`. Pandas can work with hierarchical columns, which would be a lot nicer as a user interface. I want to check if I can make this work with Dask, and otherwise move the translation from underscored names to hierarchical columns and back at the level of the `PandasTransformComponent` (#204) - [ ] Update the reusable components to leverage the `PandasTransformComponent` (#203)
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Fixes #183
There's some todo's left, we should
hierarchical columns. Pandas can work with hierarchical columns, which would be a lot nicer as a user interface. I want to check if I can make this work with Dask, and otherwise move the translation from underscored names to hierarchical columns and back at the level of thePandasTransformComponent(Provide dataframe with hierarchical columns in PandasTransformComponent #204)PandasTransformComponent(Update components to implement the PandasTransformComponent #203)