[FEA] Heterogeneous Distributed Sampling #4795
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Adds support for heterogeneous distributed sampling to the cuGraph distributed sampler. Prerequisite for exposing this functionality to cuGraph-PyG. Has been initially tested with cuGraph-PyG.
Updates the distributed sampler to use the new sampling API.
Merge after #4775, #4827, #4820
Closes #4773
Closes #4401