improve split algorithm with some sort of subset covering solver?

[NickleDave]

from this blog post seems to me like we could frame problem of splitting dataset into splits of specified durations, all containing same set of labels ,as a subset cover problem, and maybe use one of the existing solvers? https://jeremykun.com/2020/10/20/optimization-models-for-subset-cover/