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Operation like splitobs, shuffleobs and many more return ObsViews that one has to call getobs on in order to materialize.
I think this is unexpected for users coming from scikit-learn and mildly annoying in most scenarios.
As a default, operations on materialized objects should return materialized objects (e.g. arrays and dataframes).
Users will be able to opt-in on the "lazy" by wrapping data in a ObsView. Operations on ObsView will produce other ObsView that can be materialized only at the end of the pipeline.
The text was updated successfully, but these errors were encountered:
Makes a lot of sense to me. Maybe we should rename ObsView to LazyView to indicate that it is both a view (subset) of the observations as well as being lazy.
Operation like
splitobs
,shuffleobs
and many more returnObsView
s that one has to callgetobs
on in order to materialize.I think this is unexpected for users coming from scikit-learn and mildly annoying in most scenarios.
As a default, operations on materialized objects should return materialized objects (e.g. arrays and dataframes).
Users will be able to opt-in on the "lazy" by wrapping data in a
ObsView
. Operations on ObsView will produce other ObsView that can be materialized only at the end of the pipeline.The text was updated successfully, but these errors were encountered: