When sampling occurs, intermediate steps are cached to disk.
If at any point execution is halted, interrupted, or crashes, these
checkpoints are loaded from to restore execution from the previous step
Currently largely proof of concept. All samplers will cache, but
restoring is only applied to CustomSampler. Boilerplate is largely in
place to allow for caching output of other non-sampling nodes and will
be investigated later.
