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cuDF: CUDA 12 Conda Packages #12771

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Tracked by #1772
, #723 ,  #5234 ,  #925 ,  #59 ,  #1115
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jakirkham opened this issue Feb 14, 2023 · 3 comments · Fixed by #12922
Closed
15 tasks done
Tracked by #1772
, #723 ,  #5234 ,  #925 ,  #59 ,  #1115
...

cuDF: CUDA 12 Conda Packages #12771

jakirkham opened this issue Feb 14, 2023 · 3 comments · Fixed by #12922
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jakirkham commented Feb 14, 2023 •
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Pushing for CUDA 12 Conda package builds of libraries for RAPIDS 23.04. This issue is for tracking that work.

Requirements (please recheck):

Developer tasks
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Toolkit dependencies from Conda
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  1. Adding cuda-cudart conda-forge/staged-recipes#21723
    review-requested staged-recipes
  2. Add cuda-cupti recipe conda-forge/staged-recipes#22355
  3. Adding cuda-profiler-api recipes conda-forge/staged-recipes#22125
  4. Adding cuda-nvcc recipe conda-forge/staged-recipes#21350
  5. Adding cuda-nvtx recipe conda-forge/staged-recipes#22052
  6. Add libcurand recipe conda-forge/staged-recipes#21916
  7. Add libcusolver, libcusparse, and libnvjitlink recipes conda-forge/staged-recipes#21924
    review-requested staged-recipes
  8. Adding cuda-cccl recipe conda-forge/staged-recipes#21953
    review-requested staged-recipes

Note: Currently cuDF uses a patched Thrust for improved compile times. Long term it may be possible to rely on an unpatched Thrust/CCCL.

Optional toolkit dependencies from Conda
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  1. Add libcufile recipe conda-forge/staged-recipes#21908

Other dependencies from Conda using CUDA
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  1. cuda-python: Support CUDA 12 conda-forge/cuda-python-feedstock#31
  2. CuPy: Support CUDA 12 conda-forge/cupy-feedstock#139
  3. Numba: Support CUDA 12 conda-forge/numba-feedstock#112

RAPIDS Conda dependencies
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  1. RMM: CUDA 12 Conda Packages rmm#1207
    6 of 6
    bdice

Other dependencies not from Conda
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  1. Create nvcomp recipe. conda-forge/staged-recipes#23034
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bdice commented Feb 14, 2023 •
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cuda-python is also required.

nvcomp is not needed from conda, but requires rapids-cmake changes to allow major versions 11 or 12.

libcufile is optional, I believe, but will be desired for kvikio.

This was referenced Feb 23, 2023
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Initial exploration of CUDA 12 libcudf builds in PR ( #12922 )

@jakirkham jakirkham changed the title CUDA 12 Conda Packages cuDF: CUDA 12 Conda Packages Apr 7, 2023
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jakirkham commented Jun 7, 2023 •
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Dropping Arrow from the list above since my understand is we are not relying on the CUDA portions of Arrow (so are not blocked by that). Though please feel free to correct me if I've missed something

Edit: FWIW Arrow is done though ( conda-forge/arrow-cpp-feedstock#974 )

@jakirkham jakirkham mentioned this issue Jun 10, 2023
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@bdice bdice self-assigned this Jun 13, 2023
@jakirkham jakirkham mentioned this issue Jun 13, 2023
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rapids-bot bot pushed a commit that referenced this issue Jun 23, 2023
@bdice
cuDF: Build CUDA 12 packages (#12922)
0688872 
This PR builds `libcudf` and `cudf` conda packages using CUDA 12. Resolves #12771.

Authors:
  - Bradley Dice (https://github.com/bdice)
  - AJ Schmidt (https://github.com/ajschmidt8)
  - Vyas Ramasubramani (https://github.com/vyasr)
  - https://github.com/jakirkham
  - Robert Maynard (https://github.com/robertmaynard)

Approvers:
  - https://github.com/jakirkham
  - Vyas Ramasubramani (https://github.com/vyasr)
  - Ray Douglass (https://github.com/raydouglass)

URL: #12922
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