Refactor get_datasets functionality #60
Merged
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Update the TimeSeriesPreprocessor to deprecate
get_datasets
functionality.Create new standalone function
get_datasets
which takes a TimeSeriesPreprocessor -- functionally equivalent to previousget_datasets
.Create new standalone function
prepare_data_splits
which splits the input dataframe according to the split config. This function is used byget_datasets
.Rationale:
In some cases, notably when using the time series forecasting pipeline, we need to split the dataframes in the same way as
get_datasets
but we do not require pytorch datasets.Addresses discussion in: #53