Make `_drop_time_index()` public and call when using `transform_all_but_final()`
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enhancement
refactor
- Langage dominant
- Python
- Étoiles
- 850
- Forks
- 96
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Description
- 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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