Volume doesnt get deleted if its cached in kubeflow.

[AlekJaworski]

Possible workaround is to just disable caching.

But, I think a better solution would be to use the actual created/used volume's name while cleaning up and not reconstruct the name from the pipeline name as that could easily be stale ( in case of a cached volume the pipeline name will be different from the used volumes name )