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We already have the timeseries_preprocessing.rolling_window_sequences primitive, which creates an array of 2D matrices by rolling a window of fixed size over the time index axis.
However, when working with fixed time training samples, with an associated cutoff_time, this is not enough.
In this issue, a cutoff_window_sequences primitive should be added, which takes as input a timeseries dataframe, a list of cutoff times and a window size, and creates an array of matrices, each one ending right before the cutoff time.
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approvedThe issue is approved and someone can start working on itThe issue is approved and someone can start working on itnew primitivesA new primitive is being requestedA new primitive is being requested