Accelerate Pandas with GPU Using RAPIDS cuDF

[Reese Ku]

Hi! Thank you for a detail demonstration. I'm running the command on Jupyter notebook and faced some issues, could you help me address the problem?

Looking in indexes: https://pypi.org/simple, https://pypi.nvidia.com

Collecting cudf-cu11

Using cached cudf_cu11-24.4.1.tar.gz (2.7 kB)

Installing build dependencies ... done

Getting requirements to build wheel ... done

Preparing metadata (pyproject.toml) ... error

error: subprocess-exited-with-error

× Preparing metadata (pyproject.toml) did not run successfully.

│ exit code: 1

╰─> [55 lines of output]

File "/private/var/folders/3_/pnpcw_ds4jx9dstrjy443gbr0000gn/T/pip-build-env-i8kdudpm/overlay/lib/python3.11/site-packages/nvidia_stub/wheel.py", line 147, in download_wheel

return download_manual(wheel_directory, distribution, version)

^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

File "/private/var/folders/3_/pnpcw_ds4jx9dstrjy443gbr0000gn/T/pip-build-env-i8kdudpm/overlay/lib/python3.11/site-packages/nvidia_stub/wheel.py", line 114, in download_manual

raise RuntimeError(f"Didn't find wheel for {distribution} {version}")

Traceback (most recent call last):

File "/private/var/folders/3_/pnpcw_ds4jx9dstrjy443gbr0000gn/T/pip-build-env-i8kdudpm/overlay/lib/python3.11/site-packages/nvidia_stub/wheel.py", line 147, in download_wheel

return download_manual(wheel_directory, distribution, version)

^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

File "/private/var/folders/3_/pnpcw_ds4jx9dstrjy443gbr0000gn/T/pip-build-env-i8kdudpm/overlay/lib/python3.11/site-packages/nvidia_stub/wheel.py", line 114, in download_manual

raise RuntimeError(f"Didn't find wheel for {distribution} {version}")

RuntimeError: Didn't find wheel for cudf-cu11 24.4.1

During handling of the above exception, another exception occurred:

Traceback (most recent call last):

File "/opt/anaconda3/lib/python3.11/site-packages/pip/_vendor/pyproject_hooks/_in_process/_in_process.py", line 353, in <module>

main()

File "/opt/anaconda3/lib/python3.11/site-packages/pip/_vendor/pyproject_hooks/_in_process/_in_process.py", line 335, in main

json_out['return_val'] = hook(**hook_input['kwargs'])

^^^^^^^^^^^^^^^^^^^^^^^^^^^^

File "/opt/anaconda3/lib/python3.11/site-packages/pip/_vendor/pyproject_hooks/_in_process/_in_process.py", line 152, in prepare_metadata_for_build_wheel

whl_basename = backend.build_wheel(metadata_directory, config_settings)

^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

File "/private/var/folders/3_/pnpcw_ds4jx9dstrjy443gbr0000gn/T/pip-build-env-i8kdudpm/overlay/lib/python3.11/site-packages/nvidia_stub/buildapi.py", line 29, in build_wheel

return download_wheel(pathlib.Path(wheel_directory), config_settings)

^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

File "/private/var/folders/3_/pnpcw_ds4jx9dstrjy443gbr0000gn/T/pip-build-env-i8kdudpm/overlay/lib/python3.11/site-packages/nvidia_stub/wheel.py", line 149, in download_wheel

report_install_failure(distribution, version, exception_context)

File "/private/var/folders/3_/pnpcw_ds4jx9dstrjy443gbr0000gn/T/pip-build-env-i8kdudpm/overlay/lib/python3.11/site-packages/nvidia_stub/error.py", line 63, in report_install_failure

raise InstallFailedError(

nvidia_stub.error.InstallFailedError:

*******************************************************************************

The installation of cudf-cu11 for version 24.4.1 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-cu11

```

Here is some debug information about your platform to include in any bug

report:

Python Version: CPython 3.11.7

Operating System: Darwin 23.0.0

CPU Architecture: arm64

nvidia-smi command not found. Ensure NVIDIA drivers are installed.

*******************************************************************************

[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.