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Question

I’m trying to install cuDF to gain the glorious powers of multithreading my NVIDIA GPU in my python scripts. However, I can’t install cuDF.

To install cuDF, i went to https://docs.rapids.ai/install and ran the created command:

pip install      --extra-index-url=https://pypi.nvidia.com      cudf-cu12==24.6.* dask-cudf-cu12==24.6.* cuml-cu12==24.6.*      cugraph-cu12==24.6.* cuspatial-cu12==24.6.* cuproj-cu12==24.6.*      cuxfilter-cu12==24.6.* cucim-cu12==24.6.* pylibraft-cu12==24.6.*      raft-dask-cu12==24.6.* cuvs-cu12==24.6.*

but it produced an error in which it says “Didn’t find wheel for cudf-cu12 24.6.1” (full error message below). In the error message, it even suggests to run the command

$ pip install --extra-index-url https://pypi.nvidia.com cudf-cu12

but that produces the same error message- ironically with that same suggestion within it.

How can I proceed? I installed the CUDA 12 driver, I downgraded my Python to Python 11 as required, I tried the conda install, I tried installing lower versions (CUDA 11 instead of CUDA 12).

Here is the full output from running the pip install:

%pip install 
    --extra-index-url=https://pypi.nvidia.com 
    cudf-cu12==24.6.* dask-cudf-cu12==24.6.* cuml-cu12==24.6.* 
    cugraph-cu12==24.6.* cuspatial-cu12==24.6.* cuproj-cu12==24.6.* 
    cuxfilter-cu12==24.6.* cucim-cu12==24.6.* pylibraft-cu12==24.6.* 
    raft-dask-cu12==24.6.* cuvs-cu12==24.6.*

Looking in indexes: https://pypi.org/simple, https://pypi.nvidia.com Collecting cudf-cu12==24.6.*   Using cached cudf_cu12-24.6.1.tar.gz (2.6 kB)   Installing build dependencies: started   Installing build dependencies: finished with status 'done'   Getting requirements to build wheel: started   Getting requirements to build wheel: finished with status 'done'   Preparing metadata (pyproject.toml): started   Preparing metadata (pyproject.toml): finished with status 'error' Note: you may need to restart the kernel to use updated packages.   error: subprocess-exited-with-error      Preparing metadata (pyproject.toml) did not run successfully.   exit code: 1      [62 lines of output]   INFO:nvidia-stub:Testing wheel cudf_cu12-24.6.1-cp310-cp310-manylinux_2_28_aarch64.whl against tag cp310-cp310-manylinux_2_28_aarch64   INFO:nvidia-stub:Testing wheel cudf_cu12-24.6.1-cp310-cp310-manylinux_2_28_x86_64.whl against tag cp310-cp310-manylinux_2_28_x86_64   INFO:nvidia-stub:Testing wheel cudf_cu12-24.6.1-cp311-cp311-manylinux_2_28_aarch64.whl against tag cp311-cp311-manylinux_2_28_aarch64   INFO:nvidia-stub:Testing wheel cudf_cu12-24.6.1-cp311-cp311-manylinux_2_28_x86_64.whl against tag cp311-cp311-manylinux_2_28_x86_64   INFO:nvidia-stub:Testing wheel cudf_cu12-24.6.1-cp39-cp39-manylinux_2_28_aarch64.whl against tag cp39-cp39-manylinux_2_28_aarch64   INFO:nvidia-stub:Testing wheel cudf_cu12-24.6.1-cp39-cp39-manylinux_2_28_x86_64.whl against tag cp39-cp39-manylinux_2_28_x86_64     File "C:UserssamtAppDataLocalTemppip-build-env-7iipheuqoverlayLibsite-packagesnvidia_stubwheel.py", line 177, in download_wheel       return download_manual(wheel_directory, distribution, version)              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^     File "C:UserssamtAppDataLocalTemppip-build-env-7iipheuqoverlayLibsite-packagesnvidia_stubwheel.py", line 144, in download_manual       raise RuntimeError(f"Didn't find wheel for {distribution} {version}")   Traceback (most recent call last):     File "C:UserssamtAppDataLocalTemppip-build-env-7iipheuqoverlayLibsite-packagesnvidia_stubwheel.py", line 177, in download_wheel       return download_manual(wheel_directory, distribution, version)              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^     File "C:UserssamtAppDataLocalTemppip-build-env-7iipheuqoverlayLibsite-packagesnvidia_stubwheel.py", line 144, in download_manual       raise RuntimeError(f"Didn't find wheel for {distribution} {version}")   RuntimeError: Didn't find wheel for cudf-cu12 24.6.1      During handling of the above exception, another exception occurred:      Traceback (most recent call last):     File "C:Userssamtanaconda3Libsite-packagespip_vendorpyproject_hooks_in_process_in_process.py", line 353, in <module>       main()     File "C:Userssamtanaconda3Libsite-packagespip_vendorpyproject_hooks_in_process_in_process.py", line 335, in main       json_out['return_val'] = hook(**hook_input['kwargs'])                                ^^^^^^^^^^^^^^^^^^^^^^^^^^^^     File "C:Userssamtanaconda3Libsite-packagespip_vendorpyproject_hooks_in_process_in_process.py", line 152, in prepare_metadata_for_build_wheel       whl_basename = backend.build_wheel(metadata_directory, config_settings)                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^     File "C:UserssamtAppDataLocalTemppip-build-env-7iipheuqoverlayLibsite-packagesnvidia_stubbuildapi.py", line 29, in build_wheel       return download_wheel(pathlib.Path(wheel_directory), config_settings)              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^     File "C:UserssamtAppDataLocalTemppip-build-env-7iipheuqoverlayLibsite-packagesnvidia_stubwheel.py", line 179, in download_wheel       report_install_failure(distribution, version, exception_context)     File "C:UserssamtAppDataLocalTemppip-build-env-7iipheuqoverlayLibsite-packagesnvidia_stuberror.py", line 63, in report_install_failure       raise InstallFailedError(   nvidia_stub.error.InstallFailedError:   *******************************************************************************      The installation of cudf-cu12 for version 24.6.1 failed.      This is a special placeholder package which downloads a real wheel package   from https://pypi.nvidia.com. If https://pypi.nvidia.com is not reachable, we   cannot download the real wheel file to install.      You might try installing this package via

$ pip install --extra-index-url https://pypi.nvidia.com cudf-cu12

 Here is some debug information about your platform to include in any bug report:  Python Version: CPython 3.11.9 Operating System: Windows 10 CPU Architecture: AMD64 Driver Version: 555.99 CUDA Version: 12.5  *******************************************************************************  [end of output]  note: This error originates from a subprocess, and is likely not a problem with pip. error: metadata-generation-failed  Encountered error while generating package metadata.  See above for output.  note: This is an issue with the package mentioned above, not pip. hint: See above for details.

I also tried the conda version of the install created from the RAPIDS site:

conda create -n rapids-24.06 -c rapidsai -c conda-forge -c nvidia rapids=24.06 python=3.11 'cuda-version>=12.0,<=12.2'

and that produced:

Channels:
 - rapidsai
 - conda-forge
 - nvidia
 - defaults
Platform: win-64
Collecting package metadata (repodata.json): done
Solving environment: failed

PackagesNotFoundError: The following packages are not available from current channels:

  - rapids=24.06*

Current channels:

  - https://conda.anaconda.org/rapidsai
  - https://conda.anaconda.org/conda-forge
  - https://conda.anaconda.org/nvidia
  - defaults

To search for alternate channels that may provide the conda package you're
looking for, navigate to

    https://anaconda.org

I just don’t know how to proceed. Maybe I need to research how to install wheels?

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Danh mục

cuDF installation failure: “Didn’t find wheel for cudf-cu12 24.6.1”