How to Split Python sequence (time series/array) into subsequences of size W and give W+1-th element as the label in a separate array?

Question

Given a 1-D Python array, I need to split it into subsequences of size W (window size) and also to retrieve (W+1)-th element as the label of the corresponding subsequence.