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[BUG]: Unable to use MultiGPU to build Graph #4753

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kellie19 opened this issue Nov 12, 2024 · 0 comments
Open
2 tasks done

[BUG]: Unable to use MultiGPU to build Graph #4753

kellie19 opened this issue Nov 12, 2024 · 0 comments
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? - Needs Triage Need team to review and classify bug Something isn't working

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@kellie19
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Version

24.12

Which installation method(s) does this occur on?

Conda

Describe the bug.

I downloaded rapids-24.12 via conda and start a conda environment to running Cugraph.
I was able to run single GPU algorithm, build graph and generate graph. However, when I tried to explore multi-gpu usage in cugraph, I receive keyError when I tried to build multi-gpu graph by using from_dask_cudf_edgelist and cugraph.generators.rmat by setting mg = True and set up multi gpu cluster and client

cluster = LocalCUDACluster()
client = Client(cluster)
Comms.initialize(p2p=True) # multi gpu communication .

Besides multi-gpu in cugraph, I was not able to use cudf.read_csv() with internal error described in https://community.deeplearning.ai/t/has-anyone-gotten-cudf-read-csv-to-work/558425 so I use pandas to convert to cudf for input of from_dask_cudf_edgelist.

I guess maybe some GPU setup was incorrect so I ran ./build.sh and shows error as well.

Could you please tell me how to fix the multi-gpu error and if that is relates to my build fail?

Thanks

Minimum reproducible example

import dask_cudf
from dask.distributed import Client
from dask_cuda import LocalCUDACluster
import cudf 
import cugraph
import cugraph.dask.comms.comms as Comms
from cugraph.generators.rmat import rmat

# Set up a Dask CUDA cluster for multi-GPU processing
cluster = LocalCUDACluster()
client = Client(cluster)
Comms.initialize(p2p=True) # multi gpu communication 

import pandas as pd
import dask.dataframe as dd
e_list = pd.read_csv(
    'rmat.csv'
)
print(e_list.head())
e_list_cudf = dd.from_pandas(e_list)
e_list_cudf = e_list_cudf.to_backend("cudf")
G = cugraph.Graph(directed=True)
G.from_dask_cudf_edgelist(e_list_cudf, source='src', destination='dst')

        graph = cugraph.generators.rmat(
            scale=scale,
            num_edges=num_edges,
            a=0.57,
            b=0.19,
            c=0.19,
            seed=42,
            clip_and_flip=False,
            scramble_vertex_ids=False,
            include_edge_weights=False,
            dtype="int32",
            create_using=cugraph.Graph,
            mg=True,
        )

These two calls will occur KeyError('handle').

Relevant log output

For multi-gpu the erros shows below:

`G.from_dask_cudf_edgelist(e_list_cudf, source='src', destination='dst')` or 
`graph = cugraph.generators.rmat(
            scale=scale,
            num_edges=num_edges,
            a=0.57,
            b=0.19,
            c=0.19,
            seed=42,
            clip_and_flip=False,
            scramble_vertex_ids=False,
            include_edge_weights=False,
            dtype="int32",
            create_using=cugraph.Graph,
            mg=True,
        )
`


Exception: "KeyError('handle')"
Traceback: '  File "/home/user/.conda/envs/rapids-24.12/lib/python3.10/site-packages/cugraph/structure/graph_implementation/simpleDistributedGraph.py", line 139, in _make_plc_graph\n    resource_handle=ResourceHandle(Comms.get_handle(sID).getHandle()),\n  File "/home/user/.conda/envs/rapids-24.12/lib/python3.10/site-packages/cugraph/dask/comms/comms.py", line 238, in get_handle\n


./build.sh libcugraph pylibcugraph cugraph --skip_cpp_tests will output below error: 
Building for the architecture of the GPU in the system...
CMake Error at CMakeLists.txt:19 (include):
  include could not find requested file:

    rapids-cmake


CMake Error at CMakeLists.txt:20 (include):
  include could not find requested file:

    rapids-cpm


CMake Error at CMakeLists.txt:21 (include):
  include could not find requested file:

    rapids-cuda


CMake Error at CMakeLists.txt:22 (include):
  include could not find requested file:

    rapids-export


CMake Error at CMakeLists.txt:23 (include):
  include could not find requested file:

    rapids-find


CMake Error at CMakeLists.txt:25 (rapids_cuda_init_architectures):
  Unknown CMake command "rapids_cuda_init_architectures".


-- Configuring incomplete, errors occurred!

after I manually download rapids-cmake from git and update the include path like:
`include(~/cugraph/rapids_config.cmake)
include(~/cugraph/rapids-cmake/rapids-cmake/rapids-cmake.cmake)
include(~/cugraph/rapids-cmake/rapids-cmake/rapids-cpm.cmake)
include(~/cugraph/rapids-cmake/rapids-cmake/rapids-cuda.cmake)
include(~/cugraph/rapids-cmake/rapids-cmake/rapids-export.cmake)
include(~/cugraph/rapids-cmake/rapids-cmake/rapids-find.cmake)`, the error becomes:
Building for the architecture of the GPU in the system...
CMake Error: CMake was unable to find a build program corresponding to "Ninja".  CMAKE_MAKE_PROGRAM is not set.  You probably need to select a different build tool.
CMake Error: CMAKE_C_COMPILER not set, after EnableLanguage
CMake Error: CMAKE_CXX_COMPILER not set, after EnableLanguage
CMake Error: CMAKE_CUDA_COMPILER not set, after EnableLanguage
-- Configuring incomplete, errors occurred!

Environment details

GPU: NVIDIA-SMI 550.90.07              Driver Version: 550.90.07      CUDA Version: 12.4 
***CMake***
     /bin/cmake
     cmake version 3.26.5
***g++***
     /bin/g++
     g++ (GCC) 11.5.0 20240719 (Red Hat 11.5.0-2)
 ***nvcc***
     
     ***Python***
     
     ***Environment Variables***
     PATH                            : 
     LD_LIBRARY_PATH                 :
     NUMBAPRO_NVVM                   :
     NUMBAPRO_LIBDEVICE              :
     CONDA_PREFIX                    : /home/user/.conda/envs/rapids-24.12
     PYTHON_PATH                     :
  ***conda packages***
     /usr/local/bin/conda
     # packages in environment at /home/user/.conda/envs/rapids-24.12:
     #
     # Name                    Version                   Build  Channel
     _libgcc_mutex             0.1                 conda_forge    conda-forge
     _openmp_mutex             4.5                       2_gnu    conda-forge
     aiohappyeyeballs          2.4.3              pyhd8ed1ab_0    conda-forge
     aiohttp                   3.10.10         py310h89163eb_0    conda-forge
     aiosignal                 1.3.1              pyhd8ed1ab_0    conda-forge
     anyio                     4.6.2.post1        pyhd8ed1ab_0    conda-forge
     aom                       3.9.1                hac33072_0    conda-forge
     argon2-cffi               23.1.0             pyhd8ed1ab_0    conda-forge
     argon2-cffi-bindings      21.2.0          py310ha75aee5_5    conda-forge
     arrow                     1.3.0              pyhd8ed1ab_0    conda-forge
     asttokens                 2.4.1              pyhd8ed1ab_0    conda-forge
     async-lru                 2.0.4              pyhd8ed1ab_0    conda-forge
     async-timeout             4.0.3              pyhd8ed1ab_0    conda-forge
     attrs                     24.2.0             pyh71513ae_0    conda-forge
     aws-c-auth                0.7.31               he1a10d6_2    conda-forge
     aws-c-cal                 0.7.4                hae4d56a_2    conda-forge
     aws-c-common              0.9.29               hb9d3cd8_0    conda-forge
     aws-c-compression         0.2.19               h2bff981_2    conda-forge
     aws-c-event-stream        0.4.3                h19b0707_4    conda-forge
     aws-c-http                0.8.10               h14a7884_2    conda-forge
     aws-c-io                  0.14.19              hc9e6898_1    conda-forge
     aws-c-mqtt                0.10.7               hb8d5873_2    conda-forge
     aws-c-s3                  0.6.7                h666547d_0    conda-forge
     aws-c-sdkutils            0.1.19               h2bff981_4    conda-forge
     aws-checksums             0.1.20               h2bff981_1    conda-forge
     aws-crt-cpp               0.28.3               hbe26082_8    conda-forge
     aws-sdk-cpp               1.11.407             h25d6d5c_1    conda-forge
     azure-core-cpp            1.14.0               h5cfcd09_0    conda-forge
     azure-identity-cpp        1.10.0               h113e628_0    conda-forge
     azure-storage-blobs-cpp   12.13.0              h3cf044e_1    conda-forge
     azure-storage-common-cpp  12.8.0               h736e048_1    conda-forge
     azure-storage-files-datalake-cpp 12.12.0              ha633028_1    conda-forge
     babel                     2.14.0             pyhd8ed1ab_0    conda-forge
     beautifulsoup4            4.12.3             pyha770c72_0    conda-forge
     bleach                    6.1.0              pyhd8ed1ab_0    conda-forge
     blosc                     1.21.6               hef167b5_0    conda-forge
     bokeh                     3.6.0              pyhd8ed1ab_0    conda-forge
     branca                    0.7.2              pyhd8ed1ab_0    conda-forge
     brotli                    1.1.0                hb9d3cd8_2    conda-forge
     brotli-bin                1.1.0                hb9d3cd8_2    conda-forge
     brotli-python             1.1.0           py310hf71b8c6_2    conda-forge
     brunsli                   0.1                  h9c3ff4c_0    conda-forge
     bzip2                     1.0.8                h4bc722e_7    conda-forge
     c-ares                    1.34.2               heb4867d_0    conda-forge
     c-blosc2                  2.15.1               hc57e6cf_0    conda-forge
     ca-certificates           2024.9.24            h06a4308_0
     cached-property           1.5.2                hd8ed1ab_1    conda-forge
     cached_property           1.5.2              pyha770c72_1    conda-forge
     cachetools                5.5.0              pyhd8ed1ab_0    conda-forge
     certifi                   2024.8.30       py310h06a4308_0
     cffi                      1.17.1          py310h8deb56e_0    conda-forge
     charls                    2.4.2                h59595ed_0    conda-forge
     charset-normalizer        3.4.0              pyhd8ed1ab_0    conda-forge
     click                     8.1.7           unix_pyh707e725_0    conda-forge
     cloudpickle               3.1.0              pyhd8ed1ab_1    conda-forge
     colorama                  0.4.6              pyhd8ed1ab_0    conda-forge
     colorcet                  3.1.0              pyhd8ed1ab_0    conda-forge
     comm                      0.2.2              pyhd8ed1ab_0    conda-forge
     conda-bento-kernel        0.2.0                    pypi_0    pypi
     contourpy                 1.3.0           py310h3788b33_2    conda-forge
     cucim                     24.12.00a10     cuda12_py310_241022_g7593ea7_10    rapidsai-nightly
     cuda-cccl_linux-64        12.5.39              ha770c72_0    conda-forge
     cuda-crt-dev_linux-64     12.5.82              ha770c72_0    conda-forge
     cuda-crt-tools            12.5.82              ha770c72_0    conda-forge
     cuda-cudart               12.5.82              he02047a_0    conda-forge
     cuda-cudart-dev           12.5.82              he02047a_0    conda-forge
     cuda-cudart-dev_linux-64  12.5.82              h85509e4_0    conda-forge
     cuda-cudart-static        12.5.82              he02047a_0    conda-forge
     cuda-cudart-static_linux-64 12.5.82              h85509e4_0    conda-forge
     cuda-cudart_linux-64      12.5.82              h85509e4_0    conda-forge
     cuda-nvcc-dev_linux-64    12.5.82              ha770c72_0    conda-forge
     cuda-nvcc-impl            12.5.82              hd3aeb46_0    conda-forge
     cuda-nvcc-tools           12.5.82              hd3aeb46_0    conda-forge
     cuda-nvrtc                12.5.82              he02047a_0    conda-forge
     cuda-nvvm-dev_linux-64    12.5.82              ha770c72_0    conda-forge
     cuda-nvvm-impl            12.5.82              h59595ed_0    conda-forge
     cuda-nvvm-tools           12.5.82              h59595ed_0    conda-forge
     cuda-profiler-api         12.5.39              ha770c72_0    conda-forge
     cuda-python               12.6.0          py310h521d3fa_1    conda-forge
     cuda-version              12.5                 hd4f0392_3    conda-forge
     cudf                      24.12.00a224    cuda12_py310_241022_g4fe338c0ef_224    rapidsai-nightly
     cudf-polars               24.12.00a224    cuda12_py310_241022_g4fe338c0ef_224    rapidsai-nightly
     cudf_kafka                24.12.00a224    cuda12_py310_241022_g4fe338c0ef_224    rapidsai-nightly
     cugraph                   24.12.00a54     cuda12_py310_241022_g201ff7cdb_54    rapidsai-nightly
     cuml                      24.12.00a26     cuda12_py310_241022_gfb4c8af8e_26    rapidsai-nightly
     cuproj                    24.12.00a17     cuda12_py310_241022_g86ef6753_17    rapidsai-nightly
     cupy                      13.3.0          py310h1b77274_2    conda-forge
     cupy-core                 13.3.0          py310h8de46e0_2    conda-forge
     cuspatial                 24.12.00a17     cuda12_py310_241022_g86ef6753_17    rapidsai-nightly
     custreamz                 24.12.00a224    cuda12_py310_241022_g4fe338c0ef_224    rapidsai-nightly
     cuvs                      24.12.00a57     cuda12_py310_241022_ge7f1085_57    rapidsai-nightly
     cuxfilter                 24.12.00a12     cuda12_py310_241022_ge41a6c7_12    rapidsai-nightly
     cycler                    0.12.1             pyhd8ed1ab_0    conda-forge
     cyrus-sasl                2.1.27               h54b06d7_7    conda-forge
     cytoolz                   1.0.0           py310ha75aee5_1    conda-forge
     dask                      2024.10.0          pyhd8ed1ab_0    conda-forge
     dask-core                 2024.10.0          pyhd8ed1ab_0    conda-forge
     dask-cuda                 24.12.00a9      py310_241022_g0f78f5d_9    rapidsai-nightly
     dask-cudf                 24.12.00a224    cuda12_py310_241022_g4fe338c0ef_224    rapidsai-nightly
     dask-expr                 1.1.16             pyhd8ed1ab_0    conda-forge
     datashader                0.16.3             pyhd8ed1ab_0    conda-forge
     dav1d                     1.2.1                hd590300_0    conda-forge
     debugpy                   1.8.7           py310hf71b8c6_0    conda-forge
     decorator                 5.1.1              pyhd8ed1ab_0    conda-forge
     defusedxml                0.7.1              pyhd8ed1ab_0    conda-forge
     distributed               2024.10.0          pyhd8ed1ab_0    conda-forge
     distributed-ucxx          0.41.00a        py3.10_241022_g122d2f4_20    rapidsai-nightly
     dlpack                    0.8                  h59595ed_3    conda-forge
     entrypoints               0.4                pyhd8ed1ab_0    conda-forge
     exceptiongroup            1.2.2              pyhd8ed1ab_0    conda-forge
     executing                 2.1.0              pyhd8ed1ab_0    conda-forge
     fastrlock                 0.8.2           py310hc6cd4ac_2    conda-forge
     fmt                       11.0.2               h434a139_0    conda-forge
     folium                    0.17.0             pyhd8ed1ab_0    conda-forge
     fonttools                 4.54.1          py310h89163eb_1    conda-forge
     fqdn                      1.5.1              pyhd8ed1ab_0    conda-forge
     freetype                  2.12.1               h267a509_2    conda-forge
     freexl                    2.0.0                h743c826_0    conda-forge
     frozenlist                1.4.1           py310ha75aee5_1    conda-forge
     fsspec                    2024.10.0          pyhff2d567_0    conda-forge
     geopandas                 1.0.1              pyhd8ed1ab_1    conda-forge
     geopandas-base            1.0.1              pyha770c72_1    conda-forge
     geos                      3.13.0               h5888daf_0    conda-forge
     geotiff                   1.7.3                h77b800c_3    conda-forge
     gflags                    2.2.2             h5888daf_1005    conda-forge
     giflib                    5.2.2                hd590300_0    conda-forge
     glog                      0.7.1                hbabe93e_0    conda-forge
     gputil                    1.4.0                    pypi_0    pypi
     h11                       0.14.0             pyhd8ed1ab_0    conda-forge
     h2                        4.1.0              pyhd8ed1ab_0    conda-forge
     holoviews                 1.19.1             pyhd8ed1ab_0    conda-forge
     hpack                     4.0.0              pyh9f0ad1d_0    conda-forge
     httpcore                  1.0.6              pyhd8ed1ab_0    conda-forge
     httpx                     0.27.2             pyhd8ed1ab_0    conda-forge
     hyperframe                6.0.1              pyhd8ed1ab_0    conda-forge
     icu                       75.1                 he02047a_0    conda-forge
     idna                      3.10               pyhd8ed1ab_0    conda-forge
     imagecodecs               2024.9.22       py310hdbe5077_0    conda-forge
     imageio                   2.36.0             pyh12aca89_1    conda-forge
     importlib-metadata        8.5.0              pyha770c72_0    conda-forge
     importlib_metadata        8.5.0                hd8ed1ab_0    conda-forge
     importlib_resources       6.4.5              pyhd8ed1ab_0    conda-forge
     ipykernel                 6.29.5             pyh3099207_0    conda-forge
     ipython                   8.28.0             pyh707e725_0    conda-forge
     isoduration               20.11.0            pyhd8ed1ab_0    conda-forge
     jedi                      0.19.1             pyhd8ed1ab_0    conda-forge
     jinja2                    3.1.4              pyhd8ed1ab_0    conda-forge
     joblib                    1.4.2              pyhd8ed1ab_0    conda-forge
     json-c                    0.18                 h6688a6e_0    conda-forge
     json5                     0.9.25             pyhd8ed1ab_0    conda-forge
     jsonpointer               3.0.0           py310hff52083_1    conda-forge
     jsonschema                4.23.0             pyhd8ed1ab_0    conda-forge
     jsonschema-specifications 2024.10.1          pyhd8ed1ab_0    conda-forge
     jsonschema-with-format-nongpl 4.23.0               hd8ed1ab_0    conda-forge
     jupyter-lsp               2.2.5              pyhd8ed1ab_0    conda-forge
     jupyter-server-proxy      4.4.0              pyhd8ed1ab_0    conda-forge
     jupyter_client            8.6.3              pyhd8ed1ab_0    conda-forge
     jupyter_core              5.7.2              pyh31011fe_1    conda-forge
     jupyter_events            0.10.0             pyhd8ed1ab_0    conda-forge
     jupyter_server            2.14.2             pyhd8ed1ab_0    conda-forge
     jupyter_server_terminals  0.5.3              pyhd8ed1ab_0    conda-forge
     jupyterlab                4.2.5              pyhd8ed1ab_0    conda-forge
     jupyterlab_pygments       0.3.0              pyhd8ed1ab_1    conda-forge
     jupyterlab_server         2.27.3             pyhd8ed1ab_0    conda-forge
     jxrlib                    1.1                  hd590300_3    conda-forge
     keyutils                  1.6.1                h166bdaf_0    conda-forge
     kiwisolver                1.4.7           py310h3788b33_0    conda-forge
     krb5                      1.21.3               h659f571_0    conda-forge
     lazy-loader               0.4                pyhd8ed1ab_1    conda-forge
     lazy_loader               0.4                pyhd8ed1ab_1    conda-forge
     lcms2                     2.16                 hb7c19ff_0    conda-forge
     ld_impl_linux-64          2.43                 h712a8e2_1    conda-forge
     lerc                      4.0.0                h27087fc_0    conda-forge
     libabseil                 20240722.0      cxx17_h5888daf_1    conda-forge
     libaec                    1.1.3                h59595ed_0    conda-forge
     libarchive                3.7.4                hfca40fe_0    conda-forge
     libarrow                  17.0.0          ha07344c_22_cpu    conda-forge
     libarrow-acero            17.0.0          h5888daf_22_cpu    conda-forge
     libarrow-dataset          17.0.0          h5888daf_22_cpu    conda-forge
     libarrow-substrait        17.0.0          he882d9a_22_cpu    conda-forge
     libavif16                 1.1.1                h104a339_1    conda-forge
     libblas                   3.9.0           24_linux64_openblas    conda-forge
     libbrotlicommon           1.1.0                hb9d3cd8_2    conda-forge
     libbrotlidec              1.1.0                hb9d3cd8_2    conda-forge
     libbrotlienc              1.1.0                hb9d3cd8_2    conda-forge
     libcblas                  3.9.0           24_linux64_openblas    conda-forge
     libcrc32c                 1.1.2                h9c3ff4c_0    conda-forge
     libcublas                 12.5.3.2             he02047a_0    conda-forge
     libcublas-dev             12.5.3.2             he02047a_0    conda-forge
     libcucim                  24.12.00a10     cuda12_241022_g7593ea7_10    rapidsai-nightly
     libcudf                   24.12.00a224    cuda12_241022_g4fe338c0ef_224    rapidsai-nightly
     libcudf_kafka             24.12.00a224    cuda12_241022_g4fe338c0ef_224    rapidsai-nightly
     libcufft                  11.2.3.61            he02047a_0    conda-forge
     libcufile                 1.10.1.7             he02047a_0    conda-forge
     libcufile-dev             1.10.1.7             he02047a_0    conda-forge
     libcugraph                24.12.00a54     cuda12_241022_g201ff7cdb_54    rapidsai-nightly
     libcugraph_etl            24.12.00a54     cuda12_241022_g201ff7cdb_54    rapidsai-nightly
     libcugraphops             24.12.00a6      cuda12_241022_gf07df472_6    rapidsai-nightly
     libcuml                   24.12.00a26     cuda12_241022_gfb4c8af8e_26    rapidsai-nightly
     libcumlprims              24.12.00a       cuda12_241022_g39defb2_2    rapidsai-nightly
     libcurand                 10.3.6.82            he02047a_0    conda-forge
     libcurand-dev             10.3.6.82            he02047a_0    conda-forge
     libcurl                   8.10.1               hbbe4b11_0    conda-forge
     libcusolver               11.6.3.83            he02047a_0    conda-forge
     libcusolver-dev           11.6.3.83            he02047a_0    conda-forge
     libcusparse               12.5.1.3             he02047a_0    conda-forge
     libcusparse-dev           12.5.1.3             he02047a_0    conda-forge
     libcuspatial              24.12.00a17     cuda12_241022_g86ef6753_17    rapidsai-nightly
     libcuvs                   24.12.00a57     cuda12_241022_ge7f1085_57    rapidsai-nightly
     libdeflate                1.22                 hb9d3cd8_0    conda-forge
     libedit                   3.1.20191231         he28a2e2_2    conda-forge
     libev                     4.33                 hd590300_2    conda-forge
     libevent                  2.1.12               hf998b51_1    conda-forge
     libexpat                  2.6.3                h5888daf_0    conda-forge
     libffi                    3.4.2                h7f98852_5    conda-forge
     libgcc                    14.2.0               h77fa898_1    conda-forge
     libgcc-ng                 14.2.0               h69a702a_1    conda-forge
     libgdal-core              3.9.2                hd5b9bfb_7    conda-forge
     libgfortran               14.2.0               h69a702a_1    conda-forge
     libgfortran-ng            14.2.0               h69a702a_1    conda-forge
     libgfortran5              14.2.0               hd5240d6_1    conda-forge
     libgomp                   14.2.0               h77fa898_1    conda-forge
     libgoogle-cloud           2.30.0               h438788a_0    conda-forge
     libgoogle-cloud-storage   2.30.0               h0121fbd_0    conda-forge
     libgrpc                   1.65.5               hf5c653b_0    conda-forge
     libhwy                    1.1.0                h00ab1b0_0    conda-forge
     libiconv                  1.17                 hd590300_2    conda-forge
     libjpeg-turbo             3.0.0                hd590300_1    conda-forge
     libjxl                    0.11.0               hdb8da77_2    conda-forge
     libkml                    1.3.0             hf539b9f_1021    conda-forge
     libkvikio                 24.12.00a       cuda12_241022_gfcf4b15_30    rapidsai-nightly
     liblapack                 3.9.0           24_linux64_openblas    conda-forge
     libllvm14                 14.0.6               hcd5def8_4    conda-forge
     libnghttp2                1.64.0               h161d5f1_0    conda-forge
     libnl                     3.10.0               h4bc722e_0    conda-forge
     libnsl                    2.0.1                hd590300_0    conda-forge
     libntlm                   1.4               h7f98852_1002    conda-forge
     libnvjitlink              12.5.82              he02047a_0    conda-forge
     libnvjpeg                 12.3.2.81            he02047a_0    conda-forge
     libopenblas               0.3.27          pthreads_hac2b453_1    conda-forge
     libparquet                17.0.0          h6bd9018_22_cpu    conda-forge
     libpng                    1.6.44               hadc24fc_0    conda-forge
     libprotobuf               5.27.5               h5b01275_2    conda-forge
     libraft                   24.12.00a30     cuda12_241022_g8dc8245b_30    rapidsai-nightly
     libraft-headers           24.12.00a30     cuda12_241022_g8dc8245b_30    rapidsai-nightly
     libraft-headers-only      24.12.00a30     cuda12_241022_g8dc8245b_30    rapidsai-nightly
     librdkafka                2.5.3                h95ba008_0    conda-forge
     libre2-11                 2024.07.02           hbbce691_1    conda-forge
     librmm                    24.12.00a19     cuda12_241022_g1024a125_19    rapidsai-nightly
     librttopo                 1.1.0               h97f6797_17    conda-forge
     libsodium                 1.0.20               h4ab18f5_0    conda-forge
     libspatialite             5.1.0               h1b4f908_11    conda-forge
     libsqlite                 3.47.0               hadc24fc_0    conda-forge
     libssh2                   1.11.0               h0841786_0    conda-forge
     libstdcxx                 14.2.0               hc0a3c3a_1    conda-forge
     libstdcxx-ng              14.2.0               h4852527_1    conda-forge
     libthrift                 0.21.0               h0e7cc3e_0    conda-forge
     libtiff                   4.7.0                he137b08_1    conda-forge
     libucxx                   0.41.00a        cuda12_241022_g122d2f4_20    rapidsai-nightly
     libutf8proc               2.8.0                h166bdaf_0    conda-forge
     libuuid                   2.38.1               h0b41bf4_0    conda-forge
     libuv                     1.49.2               hb9d3cd8_0    conda-forge
     libwebp-base              1.4.0                hd590300_0    conda-forge
     libxcb                    1.17.0               h8a09558_0    conda-forge
     libxcrypt                 4.4.36               hd590300_1    conda-forge
     libxgboost                2.1.1           rapidsai_ha30df50_5    rapidsai-nightly
     libxml2                   2.12.7               he7c6b58_4    conda-forge
     libzlib                   1.3.1                hb9d3cd8_2    conda-forge
     libzopfli                 1.0.3                h9c3ff4c_0    conda-forge
     linkify-it-py             2.0.3              pyhd8ed1ab_0    conda-forge
     llvmlite                  0.43.0          py310h1a6248f_1    conda-forge
     locket                    1.0.0              pyhd8ed1ab_0    conda-forge
     lz4                       4.3.3           py310hb259640_1    conda-forge
     lz4-c                     1.9.4                hcb278e6_0    conda-forge
     lzo                       2.10              hd590300_1001    conda-forge
     mapclassify               2.8.1              pyhd8ed1ab_0    conda-forge
     markdown                  3.6                pyhd8ed1ab_0    conda-forge
     markdown-it-py            3.0.0              pyhd8ed1ab_0    conda-forge
     markupsafe                3.0.2           py310h89163eb_0    conda-forge
     matplotlib-base           3.9.2           py310h68603db_1    conda-forge
     matplotlib-inline         0.1.7              pyhd8ed1ab_0    conda-forge
     mdit-py-plugins           0.4.2              pyhd8ed1ab_0    conda-forge
     mdurl                     0.1.2              pyhd8ed1ab_0    conda-forge
     minizip                   4.0.7                h401b404_0    conda-forge
     mistune                   3.0.2              pyhd8ed1ab_0    conda-forge
     msgpack-python            1.1.0           py310h3788b33_0    conda-forge
     multidict                 6.1.0           py310h89163eb_1    conda-forge
     multipledispatch          0.6.0              pyhd8ed1ab_1    conda-forge
     munkres                   1.1.4              pyh9f0ad1d_0    conda-forge
     nbclient                  0.10.0             pyhd8ed1ab_0    conda-forge
     nbconvert-core            7.16.4             pyhd8ed1ab_1    conda-forge
     nbformat                  5.10.4             pyhd8ed1ab_0    conda-forge
     nccl                      2.23.4.1             h52f6c39_1    conda-forge
     ncurses                   6.5                  he02047a_1    conda-forge
     nest-asyncio              1.6.0              pyhd8ed1ab_0    conda-forge
     networkx                  3.4.2              pyhd8ed1ab_0    conda-forge
     nodejs                    22.9.0               hf235a45_0    conda-forge
     notebook-shim             0.2.4              pyhd8ed1ab_0    conda-forge
     numba                     0.60.0          py310h5dc88bb_0    conda-forge
     numba-cuda                0.0.17             pyh267e887_0    conda-forge
     numpy                     2.0.2           py310hd6e36ab_0    conda-forge
     nvcomp                    4.0.1                hbc370b7_0    conda-forge
     nvtx                      0.2.10          py310ha75aee5_2    conda-forge
     nx-cugraph                24.12.00a54     py310_241022_g201ff7cdb_54    rapidsai-nightly
     openjpeg                  2.5.2                h488ebb8_0    conda-forge
     openssl                   3.3.2                hb9d3cd8_0    conda-forge
     orc                       2.0.2                h690cf93_1    conda-forge
     overrides                 7.7.0              pyhd8ed1ab_0    conda-forge
     packaging                 24.1               pyhd8ed1ab_0    conda-forge
     pandas                    2.2.2           py310hf9f9076_1    conda-forge
     pandocfilters             1.5.0              pyhd8ed1ab_0    conda-forge
     panel                     1.5.2              pyhd8ed1ab_0    conda-forge
     param                     2.1.1              pyhff2d567_0    conda-forge
     parso                     0.8.4              pyhd8ed1ab_0    conda-forge
     partd                     1.4.2              pyhd8ed1ab_0    conda-forge
     pcre2                     10.44                hba22ea6_2    conda-forge
     pexpect                   4.9.0              pyhd8ed1ab_0    conda-forge
     pickleshare               0.7.5                   py_1003    conda-forge
     pillow                    11.0.0          py310hfeaa1f3_0    conda-forge
     pip                       24.2               pyh8b19718_1    conda-forge
     pkgutil-resolve-name      1.3.10             pyhd8ed1ab_1    conda-forge
     platformdirs              4.3.6              pyhd8ed1ab_0    conda-forge
     polars                    1.8.2           py310h4a863d9_0    conda-forge
     proj                      9.5.0                h12925eb_0    conda-forge
     prometheus_client         0.21.0             pyhd8ed1ab_0    conda-forge
     prompt-toolkit            3.0.48             pyha770c72_0    conda-forge
     propcache                 0.2.0           py310ha75aee5_2    conda-forge
     psutil                    6.0.0           py310ha75aee5_2    conda-forge
     pthread-stubs             0.4               hb9d3cd8_1002    conda-forge
     ptyprocess                0.7.0              pyhd3deb0d_0    conda-forge
     pure_eval                 0.2.3              pyhd8ed1ab_0    conda-forge
     py-xgboost                2.1.1           rapidsai_pyh199b97d_5    rapidsai-nightly
     pyarrow                   17.0.0          py310hb7f781d_1    conda-forge
     pyarrow-core              17.0.0          py310h85d79f8_1_cpu    conda-forge
     pycparser                 2.22               pyhd8ed1ab_0    conda-forge
     pyct                      0.5.0              pyhd8ed1ab_0    conda-forge
     pygments                  2.18.0             pyhd8ed1ab_0    conda-forge
     pylibcudf                 24.12.00a224    cuda12_py310_241022_g4fe338c0ef_224    rapidsai-nightly
     pylibcugraph              24.12.00a54     cuda12_py310_241022_g201ff7cdb_54    rapidsai-nightly
     pylibraft                 24.12.00a30     cuda12_py310_241022_g8dc8245b_30    rapidsai-nightly
     pynvjitlink               0.3.0           py310hd269673_0    rapidsai-nightly
     pynvml                    11.4.1             pyhd8ed1ab_0    conda-forge
     pyogrio                   0.10.0          py310h63d473e_0    conda-forge
     pyparsing                 3.2.0              pyhd8ed1ab_1    conda-forge
     pyproj                    3.7.0           py310h2e9f774_0    conda-forge
     pysocks                   1.7.1              pyha2e5f31_6    conda-forge
     python                    3.10.15         h4a871b0_2_cpython    conda-forge
     python-confluent-kafka    2.5.3           py310ha75aee5_0    conda-forge
     python-dateutil           2.9.0              pyhd8ed1ab_0    conda-forge
     python-fastjsonschema     2.20.0             pyhd8ed1ab_0    conda-forge
     python-json-logger        2.0.7              pyhd8ed1ab_0    conda-forge
     python-tzdata             2024.2             pyhd8ed1ab_0    conda-forge
     python_abi                3.10                    5_cp310    conda-forge
     pytz                      2024.2             pyhd8ed1ab_0    conda-forge
     pyviz_comms               3.0.3              pyhd8ed1ab_0    conda-forge
     pywavelets                1.7.0           py310hf462985_2    conda-forge
     pyyaml                    6.0.2           py310ha75aee5_1    conda-forge
     pyzmq                     26.2.0          py310h71f11fc_3    conda-forge
     qhull                     2020.2               h434a139_5    conda-forge
     raft-dask                 24.12.00a30     cuda12_py310_241022_g8dc8245b_30    rapidsai-nightly
     rapids                    24.12.00a       cuda12_py310_241022_gb2950d9_12    rapidsai-nightly
     rapids-dask-dependency    24.12.00a7                 py_0    rapidsai-nightly
     rapids-xgboost            24.12.00a       cuda12_py310_241022_gb2950d9_12    rapidsai-nightly
     rav1e                     0.6.6                he8a937b_2    conda-forge
     rdma-core                 54.0                 h5888daf_0    conda-forge
     re2                       2024.07.02           h77b4e00_1    conda-forge
     readline                  8.2                  h8228510_1    conda-forge
     referencing               0.35.1             pyhd8ed1ab_0    conda-forge
     requests                  2.32.3             pyhd8ed1ab_0    conda-forge
     rfc3339-validator         0.1.4              pyhd8ed1ab_0    conda-forge
     rfc3986-validator         0.1.1              pyh9f0ad1d_0    conda-forge
     rich                      13.9.3             pyhd8ed1ab_0    conda-forge
     rmm                       24.12.00a19     cuda12_py310_241022_g1024a125_19    rapidsai-nightly
     rpds-py                   0.20.0          py310h505e2c1_1    conda-forge
     s2n                       1.5.5                h3931f03_0    conda-forge
     scikit-image              0.24.0          py310h0cd1892_2    conda-forge
     scikit-learn              1.5.2           py310h27f47ee_1    conda-forge
     scipy                     1.14.1          py310hfcf56fc_1    conda-forge
     send2trash                1.8.3              pyh0d859eb_0    conda-forge
     setuptools                75.1.0             pyhd8ed1ab_0    conda-forge
     shapely                   2.0.6           py310had3dfd6_2    conda-forge
     simpervisor               1.0.0              pyhd8ed1ab_0    conda-forge
     six                       1.16.0             pyh6c4a22f_0    conda-forge
     snappy                    1.2.1                ha2e4443_0    conda-forge
     sniffio                   1.3.1              pyhd8ed1ab_0    conda-forge
     sortedcontainers          2.4.0              pyhd8ed1ab_0    conda-forge
     soupsieve                 2.5                pyhd8ed1ab_1    conda-forge
     spdlog                    1.14.1               hed91bc2_1    conda-forge
     sqlite                    3.47.0               h9eae976_0    conda-forge
     stack_data                0.6.2              pyhd8ed1ab_0    conda-forge
     streamz                   0.6.4              pyh6c4a22f_0    conda-forge
     svt-av1                   2.2.1                h5888daf_0    conda-forge
     tblib                     3.0.0              pyhd8ed1ab_0    conda-forge
     terminado                 0.18.1             pyh0d859eb_0    conda-forge
     threadpoolctl             3.5.0              pyhc1e730c_0    conda-forge
     tifffile                  2024.9.20          pyhd8ed1ab_0    conda-forge
     tinycss2                  1.3.0              pyhd8ed1ab_0    conda-forge
     tk                        8.6.13          noxft_h4845f30_101    conda-forge
     tomli                     2.0.2              pyhd8ed1ab_0    conda-forge
     toolz                     1.0.0              pyhd8ed1ab_0    conda-forge
     tornado                   6.4.1           py310ha75aee5_1    conda-forge
     tqdm                      4.66.5             pyhd8ed1ab_0    conda-forge
     traitlets                 5.14.3             pyhd8ed1ab_0    conda-forge
     treelite                  4.3.0           py310hf3b9b7f_0    conda-forge
     types-python-dateutil     2.9.0.20241003     pyhff2d567_0    conda-forge
     typing-extensions         4.12.2               hd8ed1ab_0    conda-forge
     typing_extensions         4.12.2             pyha770c72_0    conda-forge
     typing_utils              0.1.0              pyhd8ed1ab_0    conda-forge
     tzdata                    2024b                hc8b5060_0    conda-forge
     uc-micro-py               1.0.3              pyhd8ed1ab_0    conda-forge
     ucx                       1.17.0               h05e919c_3    conda-forge
     ucx-proc                  1.0.0                       gpu    rapidsai-nightly
     ucx-py                    0.41.00a8       py310_241022_ga3aedc7_8    rapidsai-nightly
     ucxx                      0.41.00a        cuda12_py3.10_241022_g122d2f4_20    rapidsai-nightly
     unicodedata2              15.1.0          py310h2372a71_0    conda-forge
     uri-template              1.3.0              pyhd8ed1ab_0    conda-forge
     uriparser                 0.9.8                hac33072_0    conda-forge
     urllib3                   2.2.3              pyhd8ed1ab_0    conda-forge
     wcwidth                   0.2.13             pyhd8ed1ab_0    conda-forge
     webcolors                 24.8.0             pyhd8ed1ab_0    conda-forge
     webencodings              0.5.1              pyhd8ed1ab_2    conda-forge
     websocket-client          1.8.0              pyhd8ed1ab_0    conda-forge
     wheel                     0.44.0             pyhd8ed1ab_0    conda-forge
     xarray                    2024.9.0           pyhd8ed1ab_1    conda-forge
     xerces-c                  3.2.5                h988505b_2    conda-forge
     xgboost                   2.1.1           rapidsai_pyh9f47a55_5    rapidsai-nightly
     xorg-libxau               1.0.11               hb9d3cd8_1    conda-forge
     xorg-libxdmcp             1.1.5                hb9d3cd8_0    conda-forge
     xyzservices               2024.9.0           pyhd8ed1ab_0    conda-forge
     xz                        5.2.6                h166bdaf_0    conda-forge
     yaml                      0.2.5                h7f98852_2    conda-forge
     yarl                      1.15.5          py310ha75aee5_0    conda-forge
     zeromq                    4.3.5                h3b0a872_6    conda-forge
     zfp                       1.0.1                h5888daf_2    conda-forge
     zict                      3.0.0              pyhd8ed1ab_0    conda-forge
     zipp                      3.20.2             pyhd8ed1ab_0    conda-forge
     zlib                      1.3.1                hb9d3cd8_2    conda-forge
     zlib-ng                   2.2.2                h5888daf_0    conda-forge
     zstandard                 0.23.0          py310ha39cb0e_1    conda-forge
     zstd                      1.5.6                ha6fb4c9_0    conda-forge
     
</pre></details>

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  • I have searched the open bugs and have found no duplicates for this bug report
@kellie19 kellie19 added ? - Needs Triage Need team to review and classify bug Something isn't working labels Nov 12, 2024
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