Add UCXX support - #1983
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Add UCXX support#1983
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One change on the ucx dependency in conda, otherwise I'm generally fine with getting this PR merged.
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abc99lr
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Add support for [UCXX](https://github.com/rapidsai/ucxx). It is our intention to soon switch from UCX-Py to UCXX and archive the former. This PR adds support for UCXX on the C++ backend but retains the original UCX implementation for now (based on the UCP layer), moving to UCXX will simplify RAFT code a bit given the UCXX implementation requires fewer lines of boilerplate code. On the Python front raft-dask tests are added for both UCX-Py (which there weren't any) and UCXX. The UCX-Py tests continue to use the UCX (UCP layer) implementation, whereas the UCXX tests use the UCXX C++ implementation. When the switch is complete we can remove all previous UCX/UCX-Py code from the RAFT codebase. If for some reason using the UCX (UCP layer) is preferred on the C++ backend instead of the UCXX C++ implementation this is possible, but UCX-Py code will be archived and dropped in favor of the UCXX Python backend. Authors: - Peter Andreas Entschev (https://github.com/pentschev) - Akira Naruse (https://github.com/anaruse) - Vyas Ramasubramani (https://github.com/vyasr) - Bradley Dice (https://github.com/bdice) Approvers: - Jake Awe (https://github.com/AyodeAwe) - Divye Gala (https://github.com/divyegala) - Vyas Ramasubramani (https://github.com/vyasr) URL: NVIDIA#1983
jameslamb
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As of NVIDIA/raft#1983, raft-dask depends on ucxx.
loulankxh
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Add support for [UCXX](https://github.com/rapidsai/ucxx). It is our intention to soon switch from UCX-Py to UCXX and archive the former. This PR adds support for UCXX on the C++ backend but retains the original UCX implementation for now (based on the UCP layer), moving to UCXX will simplify RAFT code a bit given the UCXX implementation requires fewer lines of boilerplate code. On the Python front raft-dask tests are added for both UCX-Py (which there weren't any) and UCXX. The UCX-Py tests continue to use the UCX (UCP layer) implementation, whereas the UCXX tests use the UCXX C++ implementation. When the switch is complete we can remove all previous UCX/UCX-Py code from the RAFT codebase. If for some reason using the UCX (UCP layer) is preferred on the C++ backend instead of the UCXX C++ implementation this is possible, but UCX-Py code will be archived and dropped in favor of the UCXX Python backend. Authors: - Peter Andreas Entschev (https://github.com/pentschev) - Akira Naruse (https://github.com/anaruse) - Vyas Ramasubramani (https://github.com/vyasr) - Bradley Dice (https://github.com/bdice) Approvers: - Jake Awe (https://github.com/AyodeAwe) - Divye Gala (https://github.com/divyegala) - Vyas Ramasubramani (https://github.com/vyasr) URL: NVIDIA#1983
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Add support for UCXX. It is our intention to soon switch from UCX-Py to UCXX and archive the former.
This PR adds support for UCXX on the C++ backend but retains the original UCX implementation for now (based on the UCP layer), moving to UCXX will simplify RAFT code a bit given the UCXX implementation requires fewer lines of boilerplate code.
On the Python front raft-dask tests are added for both UCX-Py (which there weren't any) and UCXX. The UCX-Py tests continue to use the UCX (UCP layer) implementation, whereas the UCXX tests use the UCXX C++ implementation.
When the switch is complete we can remove all previous UCX/UCX-Py code from the RAFT codebase. If for some reason using the UCX (UCP layer) is preferred on the C++ backend instead of the UCXX C++ implementation this is possible, but UCX-Py code will be archived and dropped in favor of the UCXX Python backend.