alteryx / alteryx/evalml

Make `_drop_time_index()` public and call when using `transform_all_but_final()`

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#4,028 0 comentarios 0 reacciones 0 asignados Ver en GitHub
enhancement refactor
Lenguaje dominante
Python
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850
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Descripción

- As a user of EvalML, I expect an estimator-ready dataframe when I call `transform_all_but_final()`. However, for time series problems, this dataframe includes the datetime column even if it is dropped before calling the estimator. Thus, the time index column should be dropped when `transform_all_but_final()` is called.
- In addition, as a user of EvalML, I would like to have a built-in pipeline function that I can call that drops the time index column. This exists as `_drop_time_index()`, but is not meant to be called publicly.

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