rapidsai / cuml

cuML - RAPIDS Machine Learning Library
https://docs.rapids.ai/api/cuml/stable/
Apache License 2.0
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[BUG] Installing cuml in Jupyter notebook #5330

Open aph61 opened 1 year ago

aph61 commented 1 year ago

Describe the bug Hi,

I've problems using CUDA in my code. I tried to install CUDA11.8 with the command

conda create -n rapids-23.02 -c rapidsai -c conda-forge -c nvidia rapids=23.02 python=3.10 cudatoolkit=11.8

Installation was as expected. I tried to import it into Jupyter Notebook with

from cuml.cluster import HDBSCAN
from cuml.manifold import UMAP

in a virtual environment. That did not work, the failure was ModuleNotFoundError: No module named 'cudf' (see the full dump below)

Environment details (please complete the following information):

 - Environment location: local
 - Linux Distro/Architecture: [Ubuntu 22.04.2 LTS amd64]
 - GPU Model/Driver: Asus TUF Gaming GeForce RTX™ 3080 V2 OC Edition 10GB GPU card [V100 and driver 396.44]
 - CUDA: [9.2] N/A
 - CPU: 13th Gen Intel® Core™ i9-13900KF × 32 (so no graphics card on CPU!)
 - Graphics llvmpipe (LLVM 15.0.6, 256 bits) 
 - Method of cuDF & cuML install: conda 

Software

anaconda (fresh install)
Python 3.10.9 (main, Mar  1 2023, 18:23:06) [GCC 11.2.0]
Jupyter notebook 6.5.2
IPython 8.8.0 -- An enhanced Interactive Python. Type '?' for help.

conda list

# packages in environment at /home/ahe/anaconda3:
#
# Name                    Version                   Build  Channel
_libgcc_mutex             0.1                        main  
_openmp_mutex             5.1                       1_gnu  
alabaster                 0.7.12             pyhd3eb1b0_0  
anaconda-client           1.11.1          py310h06a4308_0  
anaconda-navigator        2.4.0           py310h06a4308_0  
anaconda-project          0.11.1          py310h06a4308_0  
anyio                     3.5.0           py310h06a4308_0  
appdirs                   1.4.4              pyhd3eb1b0_0  
argon2-cffi               21.3.0             pyhd3eb1b0_0  
argon2-cffi-bindings      21.2.0          py310h7f8727e_0  
arrow                     1.2.3           py310h06a4308_1  
astroid                   2.14.2          py310h06a4308_0  
astropy                   5.1             py310ha9d4c09_0  
asttokens                 2.0.5              pyhd3eb1b0_0  
atomicwrites              1.4.0                      py_0  
attrs                     22.1.0          py310h06a4308_0  
automat                   20.2.0                     py_0  
autopep8                  1.6.0              pyhd3eb1b0_1  
babel                     2.11.0          py310h06a4308_0  
backcall                  0.2.0              pyhd3eb1b0_0  
backports                 1.1                pyhd3eb1b0_0  
backports.functools_lru_cache 1.6.4              pyhd3eb1b0_0  
backports.tempfile        1.0                pyhd3eb1b0_1  
backports.weakref         1.0.post1                  py_1  
bcrypt                    3.2.0           py310h5eee18b_1  
beautifulsoup4            4.11.1          py310h06a4308_0  
binaryornot               0.4.4              pyhd3eb1b0_1  
black                     22.6.0          py310h06a4308_0  
blas                      1.0                         mkl  
bleach                    4.1.0              pyhd3eb1b0_0  
blosc                     1.21.3               h6a678d5_0  
bokeh                     2.4.3           py310h06a4308_0  
bottleneck                1.3.5           py310ha9d4c09_0  
brotli                    1.0.9                h5eee18b_7  
brotli-bin                1.0.9                h5eee18b_7  
brotlipy                  0.7.0           py310h7f8727e_1002  
brunsli                   0.1                  h2531618_0  
bzip2                     1.0.8                h7b6447c_0  
c-ares                    1.18.1               h7f8727e_0  
ca-certificates           2023.01.10           h06a4308_0  
certifi                   2022.12.7       py310h06a4308_0  
cffi                      1.15.1          py310h5eee18b_3  
cfitsio                   3.470                h5893167_7  
chardet                   4.0.0           py310h06a4308_1003  
charls                    2.2.0                h2531618_0  
charset-normalizer        2.0.4              pyhd3eb1b0_0  
click                     8.0.4           py310h06a4308_0  
cloudpickle               2.0.0              pyhd3eb1b0_0  
clyent                    1.2.2           py310h06a4308_1  
colorama                  0.4.6           py310h06a4308_0  
colorcet                  3.0.1           py310h06a4308_0  
comm                      0.1.2           py310h06a4308_0  
conda                     23.1.0          py310h06a4308_0  
conda-build               3.23.3          py310h06a4308_0  
conda-content-trust       0.1.3           py310h06a4308_0  
conda-pack                0.6.0              pyhd3eb1b0_0  
conda-package-handling    2.0.2           py310h06a4308_0  
conda-package-streaming   0.7.0           py310h06a4308_0  
conda-repo-cli            1.0.27          py310h06a4308_0  
conda-token               0.4.0              pyhd3eb1b0_0  
conda-verify              3.4.2                      py_1  
constantly                15.1.0          py310h06a4308_0  
contourpy                 1.0.5           py310hdb19cb5_0  
cookiecutter              1.7.3              pyhd3eb1b0_0  
cryptography              39.0.1          py310h9ce1e76_0  
cssselect                 1.1.0              pyhd3eb1b0_0  
curl                      7.87.0               h5eee18b_0  
cycler                    0.11.0             pyhd3eb1b0_0  
cytoolz                   0.12.0          py310h5eee18b_0  
daal4py                   2023.0.2        py310h3c18c91_0  
dal                       2023.0.1         hdb19cb5_26647  
dask                      2022.7.0        py310h06a4308_0  
dask-core                 2022.7.0        py310h06a4308_0  
datashader                0.14.4          py310h06a4308_0  
datashape                 0.5.4           py310h06a4308_1  
dbus                      1.13.18              hb2f20db_0  
debugpy                   1.5.1           py310h295c915_0  
decorator                 5.1.1              pyhd3eb1b0_0  
defusedxml                0.7.1              pyhd3eb1b0_0  
diff-match-patch          20200713           pyhd3eb1b0_0  
dill                      0.3.6           py310h06a4308_0  
distributed               2022.7.0        py310h06a4308_0  
docstring-to-markdown     0.11            py310h06a4308_0  
docutils                  0.18.1          py310h06a4308_3  
entrypoints               0.4             py310h06a4308_0  
et_xmlfile                1.1.0           py310h06a4308_0  
executing                 0.8.3              pyhd3eb1b0_0  
expat                     2.4.9                h6a678d5_0  
filelock                  3.9.0           py310h06a4308_0  
flake8                    6.0.0           py310h06a4308_0  
flask                     2.2.2           py310h06a4308_0  
flit-core                 3.6.0              pyhd3eb1b0_0  
fontconfig                2.14.1               h52c9d5c_1  
fonttools                 4.25.0             pyhd3eb1b0_0  
freetype                  2.12.1               h4a9f257_0  
fsspec                    2022.11.0       py310h06a4308_0  
future                    0.18.3          py310h06a4308_0  
gensim                    4.3.0           py310h1128e8f_0  
giflib                    5.2.1                h5eee18b_3  
glib                      2.69.1               he621ea3_2  
glob2                     0.7                pyhd3eb1b0_0  
gmp                       6.2.1                h295c915_3  
gmpy2                     2.1.2           py310heeb90bb_0  
greenlet                  2.0.1           py310h6a678d5_0  
gst-plugins-base          1.14.1               h6a678d5_1  
gstreamer                 1.14.1               h5eee18b_1  
h5py                      3.7.0           py310he06866b_0  
hdf5                      1.10.6               h3ffc7dd_1  
heapdict                  1.0.1              pyhd3eb1b0_0  
holoviews                 1.15.4          py310h06a4308_0  
huggingface_hub           0.10.1          py310h06a4308_0  
hvplot                    0.8.2           py310h06a4308_0  
hyperlink                 21.0.0             pyhd3eb1b0_0  
icu                       58.2                 he6710b0_3  
idna                      3.4             py310h06a4308_0  
imagecodecs               2021.8.26       py310h46e8fbd_2  
imageio                   2.26.0          py310h06a4308_0  
imagesize                 1.4.1           py310h06a4308_0  
imbalanced-learn          0.10.1          py310h06a4308_0  
importlib-metadata        4.11.3          py310h06a4308_0  
importlib_metadata        4.11.3               hd3eb1b0_0  
incremental               21.3.0             pyhd3eb1b0_0  
inflection                0.5.1           py310h06a4308_0  
iniconfig                 1.1.1              pyhd3eb1b0_0  
intake                    0.6.7           py310h06a4308_0  
intel-openmp              2021.4.0          h06a4308_3561  
intervaltree              3.1.0              pyhd3eb1b0_0  
ipykernel                 6.19.2          py310h2f386ee_0  
ipython                   8.10.0          py310h06a4308_0  
ipython_genutils          0.2.0              pyhd3eb1b0_1  
ipywidgets                7.6.5              pyhd3eb1b0_1  
isort                     5.9.3              pyhd3eb1b0_0  
itemadapter               0.3.0              pyhd3eb1b0_0  
itemloaders               1.0.4              pyhd3eb1b0_1  
itsdangerous              2.0.1              pyhd3eb1b0_0  
jedi                      0.18.1          py310h06a4308_1  
jeepney                   0.7.1              pyhd3eb1b0_0  
jellyfish                 0.9.0           py310h7f8727e_0  
jinja2                    3.1.2           py310h06a4308_0  
jinja2-time               0.2.0              pyhd3eb1b0_3  
jmespath                  0.10.0             pyhd3eb1b0_0  
joblib                    1.1.1           py310h06a4308_0  
jpeg                      9e                   h5eee18b_1  
jq                        1.6               h27cfd23_1000  
json5                     0.9.6              pyhd3eb1b0_0  
jsonschema                4.17.3          py310h06a4308_0  
jupyter                   1.0.0           py310h06a4308_8  
jupyter_client            7.3.4           py310h06a4308_0  
jupyter_console           6.6.2           py310h06a4308_0  
jupyter_core              5.2.0           py310h06a4308_0  
jupyter_server            1.23.4          py310h06a4308_0  
jupyterlab                3.5.3           py310h06a4308_0  
jupyterlab_pygments       0.1.2                      py_0  
jupyterlab_server         2.19.0          py310h06a4308_0  
jupyterlab_widgets        1.0.0              pyhd3eb1b0_1  
jxrlib                    1.1                  h7b6447c_2  
keyring                   23.4.0          py310h06a4308_0  
kiwisolver                1.4.4           py310h6a678d5_0  
krb5                      1.19.4               h568e23c_0  
lazy-object-proxy         1.6.0           py310h7f8727e_0  
lcms2                     2.12                 h3be6417_0  
ld_impl_linux-64          2.38                 h1181459_1  
lerc                      3.0                  h295c915_0  
libaec                    1.0.4                he6710b0_1  
libarchive                3.6.2                hab531cd_0  
libbrotlicommon           1.0.9                h5eee18b_7  
libbrotlidec              1.0.9                h5eee18b_7  
libbrotlienc              1.0.9                h5eee18b_7  
libclang                  10.0.1          default_hb85057a_2  
libcurl                   7.87.0               h91b91d3_0  
libdeflate                1.17                 h5eee18b_0  
libedit                   3.1.20221030         h5eee18b_0  
libev                     4.33                 h7f8727e_1  
libevent                  2.1.12               h8f2d780_0  
libffi                    3.4.2                h6a678d5_6  
libgcc-ng                 11.2.0               h1234567_1  
libgfortran-ng            11.2.0               h00389a5_1  
libgfortran5              11.2.0               h1234567_1  
libgomp                   11.2.0               h1234567_1  
liblief                   0.12.3               h6a678d5_0  
libllvm10                 10.0.1               hbcb73fb_5  
libllvm11                 11.1.0               h9e868ea_6  
libnghttp2                1.46.0               hce63b2e_0  
libpng                    1.6.39               h5eee18b_0  
libpq                     12.9                 h16c4e8d_3  
libprotobuf               3.20.3               he621ea3_0  
libsodium                 1.0.18               h7b6447c_0  
libspatialindex           1.9.3                h2531618_0  
libssh2                   1.10.0               h8f2d780_0  
libstdcxx-ng              11.2.0               h1234567_1  
libtiff                   4.5.0                h6a678d5_2  
libuuid                   1.41.5               h5eee18b_0  
libwebp                   1.2.4                h11a3e52_1  
libwebp-base              1.2.4                h5eee18b_1  
libxcb                    1.15                 h7f8727e_0  
libxkbcommon              1.0.1                hfa300c1_0  
libxml2                   2.9.14               h74e7548_0  
libxslt                   1.1.35               h4e12654_0  
libzopfli                 1.0.3                he6710b0_0  
llvmlite                  0.39.1          py310he621ea3_0  
locket                    1.0.0           py310h06a4308_0  
lxml                      4.9.1           py310h1edc446_0  
lz4                       3.1.3           py310h7f8727e_0  
lz4-c                     1.9.4                h6a678d5_0  
lzo                       2.10                 h7b6447c_2  
markdown                  3.4.1           py310h06a4308_0  
markupsafe                2.1.1           py310h7f8727e_0  
matplotlib                3.7.0           py310h06a4308_0  
matplotlib-base           3.7.0           py310h1128e8f_0  
matplotlib-inline         0.1.6           py310h06a4308_0  
mccabe                    0.7.0              pyhd3eb1b0_0  
mistune                   0.8.4           py310h7f8727e_1000  
mkl                       2021.4.0           h06a4308_640  
mkl-service               2.4.0           py310h7f8727e_0  
mkl_fft                   1.3.1           py310hd6ae3a3_0  
mkl_random                1.2.2           py310h00e6091_0  
mock                      4.0.3              pyhd3eb1b0_0  
mpc                       1.1.0                h10f8cd9_1  
mpfr                      4.0.2                hb69a4c5_1  
mpi                       1.0                       mpich  
mpich                     3.3.2                external_0  
mpmath                    1.2.1                    pypi_0    pypi
msgpack-python            1.0.3           py310hd09550d_0  
multipledispatch          0.6.0           py310h06a4308_0  
munkres                   1.1.4                      py_0  
mypy_extensions           0.4.3           py310h06a4308_0  
navigator-updater         0.3.0           py310h06a4308_0  
nbclassic                 0.5.2           py310h06a4308_0  
nbclient                  0.5.13          py310h06a4308_0  
nbconvert                 6.5.4           py310h06a4308_0  
nbformat                  5.7.0           py310h06a4308_0  
ncurses                   6.4                  h6a678d5_0  
nest-asyncio              1.5.6           py310h06a4308_0  
networkx                  2.8.4           py310h06a4308_0  
ninja                     1.10.2               h06a4308_5  
ninja-base                1.10.2               hd09550d_5  
nltk                      3.7                pyhd3eb1b0_0  
notebook                  6.5.2           py310h06a4308_0  
notebook-shim             0.2.2           py310h06a4308_0  
nspr                      4.33                 h295c915_0  
nss                       3.74                 h0370c37_0  
numba                     0.56.4          py310h1128e8f_0  
numexpr                   2.8.4           py310h8879344_0  
numpy                     1.23.5          py310hd5efca6_0  
numpy-base                1.23.5          py310h8e6c178_0  
numpydoc                  1.5.0           py310h06a4308_0  
oniguruma                 6.9.7.1              h27cfd23_0  
openjpeg                  2.4.0                h3ad879b_0  
openpyxl                  3.0.10          py310h5eee18b_0  
openssl                   1.1.1t               h7f8727e_0  
packaging                 22.0            py310h06a4308_0  
pandas                    1.5.3           py310h1128e8f_0  
pandocfilters             1.5.0              pyhd3eb1b0_0  
panel                     0.14.3          py310h06a4308_0  
param                     1.12.3          py310h06a4308_0  
parsel                    1.6.0           py310h06a4308_0  
parso                     0.8.3              pyhd3eb1b0_0  
partd                     1.2.0              pyhd3eb1b0_1  
patch                     2.7.6             h7b6447c_1001  
patchelf                  0.17.2               h6a678d5_0  
pathlib                   1.0.1              pyhd3eb1b0_1  
pathspec                  0.10.3          py310h06a4308_0  
patsy                     0.5.3           py310h06a4308_0  
pcre                      8.45                 h295c915_0  
pep8                      1.7.1           py310h06a4308_1  
pexpect                   4.8.0              pyhd3eb1b0_3  
pickleshare               0.7.5           pyhd3eb1b0_1003  
pillow                    9.4.0           py310h6a678d5_0  
pip                       22.3.1          py310h06a4308_0  
pkginfo                   1.8.3           py310h06a4308_0  
platformdirs              2.5.2           py310h06a4308_0  
plotly                    5.9.0           py310h06a4308_0  
pluggy                    1.0.0           py310h06a4308_1  
ply                       3.11            py310h06a4308_0  
pooch                     1.4.0              pyhd3eb1b0_0  
poyo                      0.5.0              pyhd3eb1b0_0  
prometheus_client         0.14.1          py310h06a4308_0  
prompt-toolkit            3.0.36          py310h06a4308_0  
prompt_toolkit            3.0.36               hd3eb1b0_0  
protego                   0.1.16                     py_0  
psutil                    5.9.0           py310h5eee18b_0  
ptyprocess                0.7.0              pyhd3eb1b0_2  
pure_eval                 0.2.2              pyhd3eb1b0_0  
py                        1.11.0             pyhd3eb1b0_0  
py-lief                   0.12.3          py310h6a678d5_0  
pyasn1                    0.4.8              pyhd3eb1b0_0  
pyasn1-modules            0.2.8                      py_0  
pycodestyle               2.10.0          py310h06a4308_0  
pycosat                   0.6.4           py310h5eee18b_0  
pycparser                 2.21               pyhd3eb1b0_0  
pyct                      0.5.0           py310h06a4308_0  
pycurl                    7.45.1          py310h8f2d780_0  
pydispatcher              2.0.5           py310h06a4308_2  
pydocstyle                6.3.0           py310h06a4308_0  
pyerfa                    2.0.0           py310h7f8727e_0  
pyflakes                  3.0.1           py310h06a4308_0  
pygments                  2.11.2             pyhd3eb1b0_0  
pyhamcrest                2.0.2              pyhd3eb1b0_2  
pyjwt                     2.4.0           py310h06a4308_0  
pylint                    2.16.2          py310h06a4308_0  
pylint-venv               2.3.0           py310h06a4308_0  
pyls-spyder               0.4.0              pyhd3eb1b0_0  
pyodbc                    4.0.34          py310h6a678d5_0  
pyopenssl                 23.0.0          py310h06a4308_0  
pyparsing                 3.0.9           py310h06a4308_0  
pyqt                      5.15.7          py310h6a678d5_1  
pyqt5-sip                 12.11.0                  pypi_0    pypi
pyqtwebengine             5.15.7          py310h6a678d5_1  
pyrsistent                0.18.0          py310h7f8727e_0  
pysocks                   1.7.1           py310h06a4308_0  
pytables                  3.7.0           py310hf19a122_1  
pytest                    7.1.2           py310h06a4308_0  
python                    3.10.9               h7a1cb2a_1  
python-dateutil           2.8.2              pyhd3eb1b0_0  
python-fastjsonschema     2.16.2          py310h06a4308_0  
python-libarchive-c       2.9                pyhd3eb1b0_1  
python-lsp-black          1.2.1           py310h06a4308_0  
python-lsp-jsonrpc        1.0.0              pyhd3eb1b0_0  
python-lsp-server         1.7.1           py310h06a4308_0  
python-slugify            5.0.2              pyhd3eb1b0_0  
python-snappy             0.6.1           py310h6a678d5_0  
pytoolconfig              1.2.5           py310h06a4308_1  
pytorch                   1.12.1          cpu_py310hb1f1ab4_1  
pytz                      2022.7          py310h06a4308_0  
pyviz_comms               2.0.2              pyhd3eb1b0_0  
pywavelets                1.4.1           py310h5eee18b_0  
pyxdg                     0.27               pyhd3eb1b0_0  
pyyaml                    6.0             py310h5eee18b_1  
pyzmq                     23.2.0          py310h6a678d5_0  
qdarkstyle                3.0.2              pyhd3eb1b0_0  
qstylizer                 0.2.2           py310h06a4308_0  
qt-main                   5.15.2               h327a75a_7  
qt-webengine              5.15.9               hd2b0992_4  
qtawesome                 1.2.2           py310h06a4308_0  
qtconsole                 5.4.0           py310h06a4308_0  
qtpy                      2.2.0           py310h06a4308_0  
qtwebkit                  5.212                h4eab89a_4  
queuelib                  1.5.0           py310h06a4308_0  
readline                  8.2                  h5eee18b_0  
regex                     2022.7.9        py310h5eee18b_0  
requests                  2.28.1          py310h06a4308_0  
requests-file             1.5.1              pyhd3eb1b0_0  
ripgrep                   13.0.0               hbdeaff8_0  
rope                      1.7.0           py310h06a4308_0  
rtree                     1.0.1           py310h06a4308_0  
ruamel.yaml               0.17.21         py310h5eee18b_0  
ruamel.yaml.clib          0.2.6           py310h5eee18b_1  
ruamel_yaml               0.17.21         py310h5eee18b_0  
scikit-image              0.19.3          py310h6a678d5_1  
scikit-learn              1.2.1           py310h6a678d5_0  
scikit-learn-intelex      2023.0.2        py310h06a4308_0  
scipy                     1.10.0          py310hd5efca6_1  
scrapy                    2.8.0           py310h06a4308_0  
seaborn                   0.12.2          py310h06a4308_0  
secretstorage             3.3.1           py310h06a4308_0  
send2trash                1.8.0              pyhd3eb1b0_1  
service_identity          18.1.0             pyhd3eb1b0_1  
setuptools                65.6.3          py310h06a4308_0  
sip                       6.6.2           py310h6a678d5_0  
six                       1.16.0             pyhd3eb1b0_1  
smart_open                5.2.1           py310h06a4308_0  
snappy                    1.1.9                h295c915_0  
sniffio                   1.2.0           py310h06a4308_1  
snowballstemmer           2.2.0              pyhd3eb1b0_0  
sortedcontainers          2.4.0              pyhd3eb1b0_0  
soupsieve                 2.3.2.post1     py310h06a4308_0  
sphinx                    5.0.2           py310h06a4308_0  
sphinxcontrib-applehelp   1.0.2              pyhd3eb1b0_0  
sphinxcontrib-devhelp     1.0.2              pyhd3eb1b0_0  
sphinxcontrib-htmlhelp    2.0.0              pyhd3eb1b0_0  
sphinxcontrib-jsmath      1.0.1              pyhd3eb1b0_0  
sphinxcontrib-qthelp      1.0.3              pyhd3eb1b0_0  
sphinxcontrib-serializinghtml 1.1.5              pyhd3eb1b0_0  
spyder                    5.4.1           py310h06a4308_0  
spyder-kernels            2.4.1           py310h06a4308_0  
sqlalchemy                1.4.39          py310h5eee18b_0  
sqlite                    3.40.1               h5082296_0  
stack_data                0.2.0              pyhd3eb1b0_0  
statsmodels               0.13.5          py310ha9d4c09_1  
sympy                     1.11.1          py310h06a4308_0  
tabulate                  0.8.10          py310h06a4308_0  
tbb                       2021.7.0             hdb19cb5_0  
tbb4py                    2021.7.0        py310hdb19cb5_0  
tblib                     1.7.0              pyhd3eb1b0_0  
tenacity                  8.0.1           py310h06a4308_1  
terminado                 0.17.1          py310h06a4308_0  
text-unidecode            1.3                pyhd3eb1b0_0  
textdistance              4.2.1              pyhd3eb1b0_0  
threadpoolctl             2.2.0              pyh0d69192_0  
three-merge               0.1.1              pyhd3eb1b0_0  
tifffile                  2021.7.2           pyhd3eb1b0_2  
tinycss2                  1.2.1           py310h06a4308_0  
tk                        8.6.12               h1ccaba5_0  
tldextract                3.2.0              pyhd3eb1b0_0  
tokenizers                0.11.4          py310h3dcd8bd_1  
toml                      0.10.2             pyhd3eb1b0_0  
tomli                     2.0.1           py310h06a4308_0  
tomlkit                   0.11.1          py310h06a4308_0  
toolz                     0.12.0          py310h06a4308_0  
tornado                   6.1             py310h7f8727e_0  
tqdm                      4.64.1          py310h06a4308_0  
traitlets                 5.7.1           py310h06a4308_0  
transformers              4.24.0          py310h06a4308_0  
twisted                   22.2.0          py310h5eee18b_1  
typing-extensions         4.4.0           py310h06a4308_0  
typing_extensions         4.4.0           py310h06a4308_0  
tzdata                    2022g                h04d1e81_0  
ujson                     5.4.0           py310h6a678d5_0  
unidecode                 1.2.0              pyhd3eb1b0_0  
unixodbc                  2.3.11               h5eee18b_0  
urllib3                   1.26.14         py310h06a4308_0  
w3lib                     1.21.0             pyhd3eb1b0_0  
watchdog                  2.1.6           py310h06a4308_0  
wcwidth                   0.2.5              pyhd3eb1b0_0  
webencodings              0.5.1           py310h06a4308_1  
websocket-client          0.58.0          py310h06a4308_4  
werkzeug                  2.2.2           py310h06a4308_0  
whatthepatch              1.0.2           py310h06a4308_0  
wheel                     0.38.4          py310h06a4308_0  
widgetsnbextension        3.5.2           py310h06a4308_0  
wrapt                     1.14.1          py310h5eee18b_0  
wurlitzer                 3.0.2           py310h06a4308_0  
xarray                    2022.11.0       py310h06a4308_0  
xz                        5.2.10               h5eee18b_1  
yaml                      0.2.5                h7b6447c_0  
yapf                      0.31.0             pyhd3eb1b0_0  
zeromq                    4.3.4                h2531618_0  
zfp                       0.5.5                h295c915_6  
zict                      2.1.0           py310h06a4308_0  
zipp                      3.11.0          py310h06a4308_0  
zlib                      1.2.13               h5eee18b_0  
zope                      1.0             py310h06a4308_1  
zope.interface            5.4.0           py310h7f8727e_0  
zstandard                 0.19.0          py310h5eee18b_0  
zstd 

Full dump

ModuleNotFoundError                       Traceback (most recent call last)
Cell In[2], line 5
      3 from bertopic_mod import BERTopicMod
      4 #if use_GPU:
----> 5 from cuml.cluster import HDBSCAN
      6 from cuml.manifold import UMAP

File ~/.local/lib/python3.10/site-packages/cuml/__init__.py:17
      1 #
      2 # Copyright (c) 2022, NVIDIA CORPORATION.
      3 #
   (...)
     14 # limitations under the License.
     15 #
---> 17 from cuml.internals.base import Base, UniversalBase
     19 # GPU only packages
     21 import cuml.common.cuda as cuda

File ~/.local/lib/python3.10/site-packages/cuml/internals/__init__.py:17
      1 #
      2 # Copyright (c) 2019-2022, NVIDIA CORPORATION.
      3 #
   (...)
     14 # limitations under the License.
     15 #
---> 17 from cuml.internals.base_helpers import (
     18     BaseMetaClass,
     19     _tags_class_and_instance
     20 )
     21 from cuml.internals.api_decorators import (
     22     _deprecate_pos_args,
     23     api_base_fit_transform,
   (...)
     35     exit_internal_api,
     36 )
     37 from cuml.internals.api_context_managers import (
     38     in_internal_api,
     39     set_api_output_dtype,
     40     set_api_output_type,
     41 )

File ~/.local/lib/python3.10/site-packages/cuml/internals/base_helpers.py:20
     17 from inspect import Parameter, signature
     18 import typing
---> 20 from cuml.internals.api_decorators import (
     21     api_base_return_generic,
     22     api_base_return_array,
     23     api_base_return_sparse_array,
     24     api_base_return_any,
     25     api_return_any,
     26     _deprecate_pos_args
     27 )
     28 from cuml.internals.array import CumlArray
     29 from cuml.internals.array_sparse import SparseCumlArray

File ~/.local/lib/python3.10/site-packages/cuml/internals/api_decorators.py:24
     21 import warnings
     23 # TODO: Try to resolve circular import that makes this necessary:
---> 24 from cuml.internals import input_utils as iu
     25 from cuml.internals.api_context_managers import BaseReturnAnyCM
     26 from cuml.internals.api_context_managers import BaseReturnArrayCM

File ~/.local/lib/python3.10/site-packages/cuml/internals/input_utils.py:19
      1 #
      2 # Copyright (c) 2019-2022, NVIDIA CORPORATION.
      3 #
   (...)
     14 # limitations under the License.
     15 #
     17 from collections import namedtuple
---> 19 from cuml.internals.array import CumlArray
     20 from cuml.internals.array_sparse import SparseCumlArray
     21 from cuml.internals.global_settings import GlobalSettings

File ~/.local/lib/python3.10/site-packages/cuml/internals/array.py:22
     19 import operator
     20 import pickle
---> 22 from cuml.internals.global_settings import GlobalSettings
     23 from cuml.internals.logger import debug
     24 from cuml.internals.mem_type import MemoryType, MemoryTypeError

File ~/.local/lib/python3.10/site-packages/cuml/internals/global_settings.py:20
     18 import threading
     19 from cuml.internals.available_devices import is_cuda_available
---> 20 from cuml.internals.device_type import DeviceType
     21 from cuml.internals.logger import warn
     22 from cuml.internals.mem_type import MemoryType

File ~/.local/lib/python3.10/site-packages/cuml/internals/device_type.py:19
      1 #
      2 # Copyright (c) 2022, NVIDIA CORPORATION.
      3 #
   (...)
     14 # limitations under the License.
     15 #
     18 from enum import Enum, auto
---> 19 from cuml.internals.mem_type import MemoryType
     22 class DeviceTypeError(Exception):
     23     '''An exception thrown to indicate bad device type selection'''

File ~/.local/lib/python3.10/site-packages/cuml/internals/mem_type.py:25
     19 from cuml.internals.device_support import GPU_ENABLED
     20 from cuml.internals.safe_imports import (
     21     cpu_only_import,
     22     gpu_only_import
     23 )
---> 25 cudf = gpu_only_import('cudf')
     26 cp = gpu_only_import('cupy')
     27 cpx_sparse = gpu_only_import('cupyx.scipy.sparse')

File ~/.local/lib/python3.10/site-packages/cuml/internals/safe_imports.py:366, in gpu_only_import(module, alt)
    340 '''A function used to import modules required only in GPU installs
    341 
    342 This function will attempt to import a module with the given name, but it
   (...)
    363     UnavailableMeta.
    364 '''
    365 if GPU_ENABLED:
--> 366     return importlib.import_module(module)
    367 else:
    368     return safe_import(
    369         module,
    370         msg=f'{module} is not installed in non GPU-enabled installations',
    371         alt=alt
    372     )

File ~/anaconda3/lib/python3.10/importlib/__init__.py:126, in import_module(name, package)
    124             break
    125         level += 1
--> 126 return _bootstrap._gcd_import(name[level:], package, level)

ModuleNotFoundError: No module named 'cudf'
dantegd commented 1 year ago

Thanks for the issue @aph61, I don't see either cudf or cuml in the output of conda list, there is a chance that there is a mix between conda environments and virtual environments, did you activate the conda env (conda activate rapids-23.02) after creating it?

aph61 commented 1 year ago

Hi Dante, Thanks for looking into it. I'm out for the Easter weekend, so I'll get back to you next week. Have a nice weekend, Andreas

On Fri, 7 Apr 2023, 22.48 Dante Gama Dessavre, @.***> wrote:

Thanks for the issue @aph61 https://github.com/aph61, I don't see either cudf or cuml in the output of conda list, there is a chance that there is a mix between conda environments and virtual environments, did you activate the conda env (conda activate rapids-23.02) after creating it?

— Reply to this email directly, view it on GitHub https://github.com/rapidsai/cuml/issues/5330#issuecomment-1500590165, or unsubscribe https://github.com/notifications/unsubscribe-auth/AFO2PW4WXNJYREJ55GIHH33XABVQ3ANCNFSM6AAAAAAWTEMMJU . You are receiving this because you were mentioned.Message ID: @.***>

aph61 commented 1 year ago

Hi Dante,

thanks for getting back

this time I tested everything in the bare python3 command line interface to reduce possible interactions with other sw as much as possible. I did as you suggested: In the dir ~/aconda3/envs I entered conda activate rapids-23.02. That unfortunately did not help, the line >>> from cuml.cluster import HDBSCAN failed (see details below). I reinstalled all libraries again (overwriting the existing) with conda create -n rapids-23.02 -c rapidsai -c conda-forge -c nvidia rapids=23.02 python=3.10 cudatoolkit=11.8 I verified the environment and found many cuda/cuml etc. related libraries (I don't know if it's all of them). However, >>> from cuml.cluster import HDBSCAN still failed.

All other parameters remained the same. I hope this gives you the needed information

best,

Andreas

Below all the detailed error messages

>>> from cuml.cluster import HDBSCAN failed with the error message

--------------------------------------------------------------------------------

  CuPy may not function correctly because multiple CuPy packages are installed
  in your environment:

    cupy, cupy-cuda11x

  Follow these steps to resolve this issue:

    1. For all packages listed above, run the following command to remove all
       existing CuPy installations:

         $ pip uninstall <package_name>

      If you previously installed CuPy via conda, also run the following:

         $ conda uninstall cupy

    2. Install the appropriate CuPy package.
       Refer to the Installation Guide for detailed instructions.

         https://docs.cupy.dev/en/stable/install.html
warnings.warn(f
Traceback (most recent call last):
  File "/home/ahe/.local/lib/python3.10/site-packages/cupy/__init__.py", line 17, in <module>
    from cupy import _core  # NOQA
  File "/home/ahe/.local/lib/python3.10/site-packages/cupy/_core/__init__.py", line 3, in <module>
    from cupy._core import core  # NOQA
ImportError: libcuda.so.1: cannot open shared object file: No such file or directory

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
  File "/home/ahe/.local/lib/python3.10/site-packages/cuml/__init__.py", line 17, in <module>
    from cuml.internals.base import Base, UniversalBase
  File "/home/ahe/.local/lib/python3.10/site-packages/cuml/internals/__init__.py", line 17, in <module>
    from cuml.internals.base_helpers import (
  File "/home/ahe/.local/lib/python3.10/site-packages/cuml/internals/base_helpers.py", line 20, in <module>
    from cuml.internals.api_decorators import (
  File "/home/ahe/.local/lib/python3.10/site-packages/cuml/internals/api_decorators.py", line 24, in <module>
    from cuml.internals import input_utils as iu
  File "/home/ahe/.local/lib/python3.10/site-packages/cuml/internals/input_utils.py", line 19, in <module>
    from cuml.internals.array import CumlArray
  File "/home/ahe/.local/lib/python3.10/site-packages/cuml/internals/array.py", line 22, in <module>
    from cuml.internals.global_settings import GlobalSettings
  File "/home/ahe/.local/lib/python3.10/site-packages/cuml/internals/global_settings.py", line 20, in <module>
    from cuml.internals.device_type import DeviceType
  File "/home/ahe/.local/lib/python3.10/site-packages/cuml/internals/device_type.py", line 19, in <module>
    from cuml.internals.mem_type import MemoryType
  File "/home/ahe/.local/lib/python3.10/site-packages/cuml/internals/mem_type.py", line 25, in <module>
    cudf = gpu_only_import('cudf')
  File "/home/ahe/.local/lib/python3.10/site-packages/cuml/internals/safe_imports.py", line 366, in gpu_only_import
    return importlib.import_module(module)
  File "/home/ahe/anaconda3/envs/rapids-23.02/lib/python3.10/importlib/__init__.py", line 126, in import_module
    return _bootstrap._gcd_import(name[level:], package, level)
  File "/home/ahe/anaconda3/envs/rapids-23.02/lib/python3.10/site-packages/cudf/__init__.py", line 7, in <module>
    import cupy
  File "/home/ahe/.local/lib/python3.10/site-packages/cupy/__init__.py", line 19, in <module>
    raise ImportError(f'''
ImportError: 
================================================================
Failed to import CuPy.

If you installed CuPy via wheels (cupy-cudaXXX or cupy-rocm-X-X), make sure that the package matches with the version of CUDA or ROCm installed.

On Linux, you may need to set LD_LIBRARY_PATH environment variable depending on how you installed CUDA/ROCm.
On Windows, try setting CUDA_PATH environment variable.

Check the Installation Guide for details:
  https://docs.cupy.dev/en/latest/install.html

Original error:
  ImportError: libcuda.so.1: cannot open shared object file: No such file or directory
================================================================

In the next step I completely uninstalled CUDA/Cupy and re-installed everything from scratch, conda create -n rapids-23.02 -c rapidsai -c conda-forge -c nvidia rapids=23.02 python=3.10 cudatoolkit=11.8

After that I activated the venv rapids-23.02, and started the python CLI. The final result was the same

The packages installed in the rapids-23.02 environment:
Name                    Version                   Build  Channel
_libgcc_mutex             0.1                 conda_forge    conda-forge
_openmp_mutex             4.5                       2_gnu    conda-forge
aiohttp                   3.8.4           py310h1fa729e_0    conda-forge
aiosignal                 1.3.1              pyhd8ed1ab_0    conda-forge
anyio                     3.6.2              pyhd8ed1ab_0    conda-forge
aom                       3.5.0                h27087fc_0    conda-forge
appdirs                   1.4.4              pyh9f0ad1d_0    conda-forge
argon2-cffi               21.3.0             pyhd8ed1ab_0    conda-forge
argon2-cffi-bindings      21.2.0          py310h5764c6d_3    conda-forge
arrow-cpp                 10.0.1          ha770c72_17_cpu    conda-forge
asttokens                 2.2.1              pyhd8ed1ab_0    conda-forge
async-timeout             4.0.2              pyhd8ed1ab_0    conda-forge
attrs                     22.2.0             pyh71513ae_0    conda-forge
aws-c-auth                0.6.26               hf365957_1    conda-forge
aws-c-cal                 0.5.21               h48707d8_2    conda-forge
aws-c-common              0.8.14               h0b41bf4_0    conda-forge
aws-c-compression         0.2.16               h03acc5a_5    conda-forge
aws-c-event-stream        0.2.20               h00877a2_4    conda-forge
aws-c-http                0.7.6                hf342b9f_0    conda-forge
aws-c-io                  0.13.19              h5b20300_3    conda-forge
aws-c-mqtt                0.8.6               hc4349f7_12    conda-forge
aws-c-s3                  0.2.7                h909e904_1    conda-forge
aws-c-sdkutils            0.1.8                h03acc5a_0    conda-forge
aws-checksums             0.1.14               h03acc5a_5    conda-forge
aws-crt-cpp               0.19.8              hf7fbfca_12    conda-forge
aws-sdk-cpp               1.10.57              h17c43bd_8    conda-forge
backcall                  0.2.0              pyh9f0ad1d_0    conda-forge
backports                 1.0                pyhd8ed1ab_3    conda-forge
backports.functools_lru_cache 1.6.4              pyhd8ed1ab_0    conda-forge
beautifulsoup4            4.12.2             pyha770c72_0    conda-forge
bleach                    6.0.0              pyhd8ed1ab_0    conda-forge
blosc                     1.21.3               hafa529b_0    conda-forge
bokeh                     2.4.3              pyhd8ed1ab_3    conda-forge
boost-cpp                 1.78.0               h5adbc97_2    conda-forge
branca                    0.6.0              pyhd8ed1ab_0    conda-forge
brotli                    1.0.9                h166bdaf_8    conda-forge
brotli-bin                1.0.9                h166bdaf_8    conda-forge
brotlipy                  0.7.0           py310h5764c6d_1005    conda-forge
brunsli                   0.1                  h9c3ff4c_0    conda-forge
bzip2                     1.0.8                h7f98852_4    conda-forge
c-ares                    1.18.1               h7f98852_0    conda-forge
c-blosc2                  2.8.0                hf91038e_1    conda-forge
ca-certificates           2022.12.7            ha878542_0    conda-forge
cachetools                5.3.0              pyhd8ed1ab_0    conda-forge
cairo                     1.16.0            ha61ee94_1014    conda-forge
certifi                   2022.12.7          pyhd8ed1ab_0    conda-forge
cffi                      1.15.1          py310h255011f_3    conda-forge
cfitsio                   4.2.0                hd9d235c_0    conda-forge
charls                    2.3.4                h9c3ff4c_0    conda-forge
charset-normalizer        2.1.1              pyhd8ed1ab_0    conda-forge
click                     8.1.3           unix_pyhd8ed1ab_2    conda-forge
click-plugins             1.1.1                      py_0    conda-forge
cligj                     0.7.2              pyhd8ed1ab_1    conda-forge
cloudpickle               2.2.1              pyhd8ed1ab_0    conda-forge
colorama                  0.4.6              pyhd8ed1ab_0    conda-forge
colorcet                  3.0.1              pyhd8ed1ab_0    conda-forge
comm                      0.1.3              pyhd8ed1ab_0    conda-forge
contourpy                 1.0.7           py310hdf3cbec_0    conda-forge
cryptography              40.0.1          py310h34c0648_0    conda-forge
cubinlinker               0.2.2           py310hf09951c_0    rapidsai
cucim                     23.02.00        cuda_11_py310_gb8cfaa2_0    rapidsai
cuda-profiler-api         11.8.86                       0    nvidia
cuda-python               11.8.1          py310h01a121a_2    conda-forge
cudatoolkit               11.8.0              h37601d7_11    conda-forge
cudf                      23.02.00        cuda_11_py310_g5ad4a85b9d_0    rapidsai
cudf_kafka                23.02.00        py310_g5ad4a85b9d_0    rapidsai
cugraph                   23.02.00        cuda11_py310_g450c25b8_0    rapidsai
cuml                      23.02.00        cuda11_py310_g3356f05bd_0    rapidsai
cupy                      11.6.0          py310h9216885_0    conda-forge
curl                      7.88.1               hdc1c0ab_1    conda-forge
cusignal                  23.02.00        py310_g659a6fa_0    rapidsai
cuspatial                 23.02.00        py310_g6fe3841_0    rapidsai
custreamz                 23.02.00        py310_g5ad4a85b9d_0    rapidsai
cuxfilter                 23.02.00        py310_ge1d1326_0    rapidsai
cycler                    0.11.0             pyhd8ed1ab_0    conda-forge
cyrus-sasl                2.1.27               h9033bb2_6    conda-forge
cytoolz                   0.12.0          py310h5764c6d_1    conda-forge
dask                      2023.1.1           pyhd8ed1ab_0    conda-forge
dask-core                 2023.1.1           pyhd8ed1ab_0    conda-forge
dask-cuda                 23.02.01        py310_g2c50668_0    rapidsai
dask-cudf                 23.02.00        cuda_11_py310_g5ad4a85b9d_0    rapidsai
datashader                0.13.1a                    py_0    rapidsai
datashape                 0.5.4                      py_1    conda-forge
dav1d                     1.0.0                h166bdaf_1    conda-forge
debugpy                   1.6.7           py310heca2aa9_0    conda-forge
decorator                 5.1.1              pyhd8ed1ab_0    conda-forge
defusedxml                0.7.1              pyhd8ed1ab_0    conda-forge
distributed               2023.1.1           pyhd8ed1ab_0    conda-forge
dlpack                    0.5                  h9c3ff4c_0    conda-forge
entrypoints               0.4                pyhd8ed1ab_0    conda-forge
executing                 1.2.0              pyhd8ed1ab_0    conda-forge
expat                     2.5.0                hcb278e6_1    conda-forge
faiss-proc                1.0.0                      cuda    rapidsai
fastavro                  1.7.3           py310h1fa729e_0    conda-forge
fastrlock                 0.8             py310hd8f1fbe_3    conda-forge
fiona                     1.8.22          py310h60a68a4_2    conda-forge
flit-core                 3.8.0              pyhd8ed1ab_0    conda-forge
folium                    0.14.0             pyhd8ed1ab_0    conda-forge
font-ttf-dejavu-sans-mono 2.37                 hab24e00_0    conda-forge
font-ttf-inconsolata      3.000                h77eed37_0    conda-forge
font-ttf-source-code-pro  2.038                h77eed37_0    conda-forge
font-ttf-ubuntu           0.83                 hab24e00_0    conda-forge
fontconfig                2.14.2               h14ed4e7_0    conda-forge
fonts-conda-ecosystem     1                             0    conda-forge
fonts-conda-forge         1                             0    conda-forge
fonttools                 4.39.3          py310h1fa729e_0    conda-forge
freetype                  2.12.1               hca18f0e_1    conda-forge
freexl                    1.0.6                h166bdaf_1    conda-forge
frozenlist                1.3.3           py310h5764c6d_0    conda-forge
fsspec                    2023.4.0           pyh1a96a4e_0    conda-forge
gdal                      3.5.3           py310hc1b7723_11    conda-forge
geopandas                 0.12.2             pyhd8ed1ab_0    conda-forge
geopandas-base            0.12.2             pyha770c72_0    conda-forge
geos                      3.11.1               h27087fc_0    conda-forge
geotiff                   1.7.1                h7157cca_5    conda-forge
gettext                   0.21.1               h27087fc_0    conda-forge
gflags                    2.2.2             he1b5a44_1004    conda-forge
giflib                    5.2.1                h0b41bf4_3    conda-forge
glog                      0.6.0                h6f12383_0    conda-forge
hdf4                      4.2.15               h9772cbc_5    conda-forge
hdf5                      1.12.2          nompi_h4df4325_101    conda-forge
heapdict                  1.0.1                      py_0    conda-forge
holoviews                 1.15.3             pyhd8ed1ab_0    conda-forge
icu                       70.1                 h27087fc_0    conda-forge
idna                      3.4                pyhd8ed1ab_0    conda-forge
imagecodecs               2022.12.24      py310h17758e3_0    conda-forge
imageio                   2.27.0             pyh24c5eb1_0    conda-forge
importlib-metadata        6.3.0              pyha770c72_0    conda-forge
importlib_metadata        6.3.0                hd8ed1ab_0    conda-forge
importlib_resources       5.12.0             pyhd8ed1ab_0    conda-forge
ipykernel                 6.22.0             pyh210e3f2_0    conda-forge
ipython                   8.12.0             pyh41d4057_0    conda-forge
ipywidgets                8.0.6              pyhd8ed1ab_0    conda-forge
jbig                      2.1               h7f98852_2003    conda-forge
jedi                      0.18.2             pyhd8ed1ab_0    conda-forge
jinja2                    3.1.2              pyhd8ed1ab_1    conda-forge
joblib                    1.2.0              pyhd8ed1ab_0    conda-forge
jpeg                      9e                   h0b41bf4_3    conda-forge
json-c                    0.16                 hc379101_0    conda-forge
jsonschema                4.17.3             pyhd8ed1ab_0    conda-forge
jupyter-server-proxy      3.2.2              pyhd8ed1ab_0    conda-forge
jupyter_client            8.1.0              pyhd8ed1ab_0    conda-forge
jupyter_core              5.3.0           py310hff52083_0    conda-forge
jupyter_events            0.6.3              pyhd8ed1ab_0    conda-forge
jupyter_server            2.5.0              pyhd8ed1ab_0    conda-forge
jupyter_server_terminals  0.4.4              pyhd8ed1ab_1    conda-forge
jupyterlab_pygments       0.2.2              pyhd8ed1ab_0    conda-forge
jupyterlab_widgets        3.0.7              pyhd8ed1ab_0    conda-forge
jxrlib                    1.1                  h7f98852_2    conda-forge
kealib                    1.5.0                ha7026e8_0    conda-forge
keyutils                  1.6.1                h166bdaf_0    conda-forge
kiwisolver                1.4.4           py310hbf28c38_1    conda-forge
krb5                      1.20.1               h81ceb04_0    conda-forge
lcms2                     2.15                 hfd0df8a_0    conda-forge
ld_impl_linux-64          2.40                 h41732ed_0    conda-forge
lerc                      4.0.0                h27087fc_0    conda-forge
libabseil                 20230125.0      cxx17_hcb278e6_1    conda-forge
libaec                    1.0.6                hcb278e6_1    conda-forge
libarrow                  10.0.1          h51ec05e_17_cpu    conda-forge
libavif                   0.11.1               h5cdd6b5_0    conda-forge
libblas                   3.9.0           16_linux64_openblas    conda-forge
libbrotlicommon           1.0.9                h166bdaf_8    conda-forge
libbrotlidec              1.0.9                h166bdaf_8    conda-forge
libbrotlienc              1.0.9                h166bdaf_8    conda-forge
libcblas                  3.9.0           16_linux64_openblas    conda-forge
libcrc32c                 1.1.2                h9c3ff4c_0    conda-forge
libcublas                 11.11.3.6                     0    nvidia
libcublas-dev             11.11.3.6                     0    nvidia
libcucim                  23.02.00        cuda11_gb8cfaa2_0    rapidsai
libcudf                   23.02.00        cuda11_g5ad4a85b9d_0    rapidsai
libcudf_kafka             23.02.00          g5ad4a85b9d_0    rapidsai
libcufft                  10.9.0.58                     0    nvidia
libcugraph                23.02.00        cuda11_g450c25b8_0    rapidsai
libcugraph_etl            23.02.00        cuda11_g450c25b8_0    rapidsai
libcugraphops             23.02.01        cuda11_g505ea813_0    nvidia
libcuml                   23.02.00        cuda11_g3356f05bd_0    rapidsai
libcumlprims              23.02.00        cuda11_g0c4a914_0    nvidia
libcurand                 10.3.0.86                     0    nvidia
libcurand-dev             10.3.0.86                     0    nvidia
libcurl                   7.88.1               hdc1c0ab_1    conda-forge
libcusolver               11.4.1.48                     0    nvidia
libcusolver-dev           11.4.1.48                     0    nvidia
libcusparse               11.7.5.86                     0    nvidia
libcusparse-dev           11.7.5.86                     0    nvidia
libcuspatial              23.02.00        cuda11_g6fe3841_0    rapidsai
libdap4                   3.20.6               hd7c4107_2    conda-forge
libdeflate                1.14                 h166bdaf_0    conda-forge
libedit                   3.1.20191231         he28a2e2_2    conda-forge
libev                     4.33                 h516909a_1    conda-forge
libevent                  2.1.10               h28343ad_4    conda-forge
libexpat                  2.5.0                hcb278e6_1    conda-forge
libfaiss                  1.7.2           cuda118h2d43ea4_4_cuda    rapidsai
libffi                    3.4.2                h7f98852_5    conda-forge
libgcc-ng                 12.2.0              h65d4601_19    conda-forge
libgcrypt                 1.10.1               h166bdaf_0    conda-forge
libgdal                   3.5.3               h05f8703_11    conda-forge
libgfortran-ng            12.2.0              h69a702a_19    conda-forge
libgfortran5              12.2.0              h337968e_19    conda-forge
libglib                   2.74.1               h606061b_1    conda-forge
libgomp                   12.2.0              h65d4601_19    conda-forge
libgoogle-cloud           2.8.0                h0bc5f78_1    conda-forge
libgpg-error              1.46                 h620e276_0    conda-forge
libgrpc                   1.52.1               hcf146ea_1    conda-forge
libgsasl                  1.8.0                         2    conda-forge
libiconv                  1.17                 h166bdaf_0    conda-forge
libkml                    1.3.0             h37653c0_1015    conda-forge
liblapack                 3.9.0           16_linux64_openblas    conda-forge
libllvm11                 11.1.0               he0ac6c6_5    conda-forge
libnetcdf                 4.8.1           nompi_h261ec11_106    conda-forge
libnghttp2                1.52.0               h61bc06f_0    conda-forge
libnsl                    2.0.0                h7f98852_0    conda-forge
libntlm                   1.4               h7f98852_1002    conda-forge
libopenblas               0.3.21          pthreads_h78a6416_3    conda-forge
libpng                    1.6.39               h753d276_0    conda-forge
libpq                     15.2                 hb675445_0    conda-forge
libprotobuf               3.21.12              h3eb15da_0    conda-forge
libraft-distance          23.02.00        cuda11_g69dce2d4_0    rapidsai
libraft-headers           23.02.00        cuda11_g69dce2d4_0    rapidsai
libraft-nn                23.02.00        cuda11_g69dce2d4_0    rapidsai
librdkafka                1.7.0                hb1989a6_1    conda-forge
librmm                    23.02.00        cuda11_g48e8f2a8_0    rapidsai
librttopo                 1.1.0               ha49c73b_12    conda-forge
libsodium                 1.0.18               h36c2ea0_1    conda-forge
libspatialindex           1.9.3                h9c3ff4c_4    conda-forge
libspatialite             5.0.1               h7c8129e_22    conda-forge
libsqlite                 3.40.0               h753d276_0    conda-forge
libssh2                   1.10.0               hf14f497_3    conda-forge
libstdcxx-ng              12.2.0              h46fd767_19    conda-forge
libthrift                 0.18.1               h5e4af38_0    conda-forge
libtiff                   4.5.0                h82bc61c_0    conda-forge
libutf8proc               2.8.0                h166bdaf_0    conda-forge
libuuid                   2.38.1               h0b41bf4_0    conda-forge
libuv                     1.44.2               h166bdaf_0    conda-forge
libwebp                   1.2.4                h1daa5a0_1    conda-forge
libwebp-base              1.2.4                h166bdaf_0    conda-forge
libxcb                    1.13              h7f98852_1004    conda-forge
libxgboost                1.7.1dev.rapidsai23.02       cuda_11_2    rapidsai
libxml2                   2.10.3               hca2bb57_4    conda-forge
libzip                    1.9.2                hc929e4a_1    conda-forge
libzlib                   1.2.13               h166bdaf_4    conda-forge
libzopfli                 1.0.3                h9c3ff4c_0    conda-forge
llvmlite                  0.39.1          py310h58363a5_1    conda-forge
locket                    1.0.0              pyhd8ed1ab_0    conda-forge
lz4                       4.3.2           py310h0cfdcf0_0    conda-forge
lz4-c                     1.9.3                h9c3ff4c_1    conda-forge
mapclassify               2.5.0              pyhd8ed1ab_1    conda-forge
markdown                  3.4.3              pyhd8ed1ab_0    conda-forge
markupsafe                2.1.2           py310h1fa729e_0    conda-forge
matplotlib-base           3.7.1           py310he60537e_0    conda-forge
matplotlib-inline         0.1.6              pyhd8ed1ab_0    conda-forge
mistune                   2.0.5              pyhd8ed1ab_0    conda-forge
msgpack-python            1.0.5           py310hdf3cbec_0    conda-forge
multidict                 6.0.4           py310h1fa729e_0    conda-forge
multipledispatch          0.6.0                      py_0    conda-forge
munch                     2.5.0                      py_0    conda-forge
munkres                   1.1.4              pyh9f0ad1d_0    conda-forge
nbclient                  0.7.3              pyhd8ed1ab_0    conda-forge
nbconvert-core            7.3.1              pyhd8ed1ab_0    conda-forge
nbformat                  5.8.0              pyhd8ed1ab_0    conda-forge
nccl                      2.14.3.1             h0800d71_0    conda-forge
ncurses                   6.3                  h27087fc_1    conda-forge
nest-asyncio              1.5.6              pyhd8ed1ab_0    conda-forge
networkx                  3.1                pyhd8ed1ab_0    conda-forge
nodejs                    18.15.0              h8d033a5_0    conda-forge
nspr                      4.35                 h27087fc_0    conda-forge
nss                       3.89                 he45b914_0    conda-forge
numba                     0.56.4          py310h0e39c9b_1    conda-forge
numpy                     1.23.5          py310h53a5b5f_0    conda-forge
nvtx                      0.2.3           py310h5764c6d_2    conda-forge
openjpeg                  2.5.0                hfec8fc6_2    conda-forge
openssl                   3.1.0                h0b41bf4_0    conda-forge
orc                       1.8.3                hfdbbad2_0    conda-forge
packaging                 23.0               pyhd8ed1ab_0    conda-forge
pandas                    1.5.3           py310h9b08913_1    conda-forge
pandocfilters             1.5.0              pyhd8ed1ab_0    conda-forge
panel                     0.14.1             pyhd8ed1ab_0    conda-forge
param                     1.13.0             pyh1a96a4e_0    conda-forge
parquet-cpp               1.5.1                         2    conda-forge
parso                     0.8.3              pyhd8ed1ab_0    conda-forge
partd                     1.3.0              pyhd8ed1ab_0    conda-forge
pcre2                     10.40                hc3806b6_0    conda-forge
pexpect                   4.8.0              pyh1a96a4e_2    conda-forge
pickleshare               0.7.5                   py_1003    conda-forge
pillow                    9.4.0           py310h023d228_1    conda-forge
pip                       23.0.1             pyhd8ed1ab_0    conda-forge
pixman                    0.40.0               h36c2ea0_0    conda-forge
pkgutil-resolve-name      1.3.10             pyhd8ed1ab_0    conda-forge
platformdirs              3.2.0              pyhd8ed1ab_0    conda-forge
pooch                     1.7.0              pyha770c72_3    conda-forge
poppler                   22.12.0              h091648b_1    conda-forge
poppler-data              0.4.12               hd8ed1ab_0    conda-forge
postgresql                15.2                 h3248436_0    conda-forge
proj                      9.1.0                h8ffa02c_1    conda-forge
prometheus_client         0.16.0             pyhd8ed1ab_0    conda-forge
prompt-toolkit            3.0.38             pyha770c72_0    conda-forge
prompt_toolkit            3.0.38               hd8ed1ab_0    conda-forge
protobuf                  4.21.12         py310heca2aa9_0    conda-forge
psutil                    5.9.4           py310h5764c6d_0    conda-forge
pthread-stubs             0.4               h36c2ea0_1001    conda-forge
ptxcompiler               0.7.0           py310h01a121a_3    conda-forge
ptyprocess                0.7.0              pyhd3deb0d_0    conda-forge
pure_eval                 0.2.2              pyhd8ed1ab_0    conda-forge
py-xgboost                1.7.1dev.rapidsai23.02 cuda_11_py310_2    rapidsai
pyarrow                   10.0.1          py310h633f555_17_cpu    conda-forge
pycparser                 2.21               pyhd8ed1ab_0    conda-forge
pyct                      0.4.6                      py_0    conda-forge
pyct-core                 0.4.6                      py_0    conda-forge
pydeck                    0.5.0              pyh9f0ad1d_0    conda-forge
pyee                      8.1.0              pyhd8ed1ab_0    conda-forge
pygments                  2.15.0             pyhd8ed1ab_0    conda-forge
pylibcugraph              23.02.00        cuda11_py310_g450c25b8_0    rapidsai
pylibraft                 23.02.00        cuda11_py310_g69dce2d4_0    rapidsai
pynvml                    11.4.1             pyhd8ed1ab_0    conda-forge
pyopenssl                 23.1.1             pyhd8ed1ab_0    conda-forge
pyparsing                 3.0.9              pyhd8ed1ab_0    conda-forge
pyppeteer                 1.0.2              pyhd8ed1ab_0    conda-forge
pyproj                    3.4.0           py310hb1338dc_2    conda-forge
pyrsistent                0.19.3          py310h1fa729e_0    conda-forge
pysocks                   1.7.1              pyha2e5f31_6    conda-forge
python                    3.10.10         he550d4f_0_cpython    conda-forge
python-confluent-kafka    1.7.0           py310h6acc77f_2    conda-forge
python-dateutil           2.8.2              pyhd8ed1ab_0    conda-forge
python-fastjsonschema     2.16.3             pyhd8ed1ab_0    conda-forge
python-json-logger        2.0.7              pyhd8ed1ab_0    conda-forge
python_abi                3.10                    3_cp310    conda-forge
pytz                      2023.3             pyhd8ed1ab_0    conda-forge
pyviz_comms               2.2.1              pyhd8ed1ab_1    conda-forge
pywavelets                1.4.1           py310h0a54255_0    conda-forge
pyyaml                    6.0             py310h5764c6d_5    conda-forge
pyzmq                     25.0.2          py310h059b190_0    conda-forge
raft-dask                 23.02.00        cuda11_py310_g69dce2d4_0    rapidsai
rapids                    23.02.00        cuda11_py310_g87dd3f4_144    rapidsai
rapids-xgboost            23.02.00        cuda11_py310_g87dd3f4_144    rapidsai
re2                       2023.02.02           hcb278e6_0    conda-forge
readline                  8.2                  h8228510_1    conda-forge
requests                  2.28.2             pyhd8ed1ab_1    conda-forge
rfc3339-validator         0.1.4              pyhd8ed1ab_0    conda-forge
rfc3986-validator         0.1.1              pyh9f0ad1d_0    conda-forge
rmm                       23.02.00        cuda11_py310_g48e8f2a8_0    rapidsai
rtree                     1.0.1           py310hbdcdc62_1    conda-forge
s2n                       1.3.41               h3358134_0    conda-forge
scikit-image              0.19.3          py310h769672d_2    conda-forge
scikit-learn              1.2.2           py310h41b6a48_1    conda-forge
scipy                     1.10.1          py310h8deb116_0    conda-forge
send2trash                1.8.0              pyhd8ed1ab_0    conda-forge
setuptools                67.6.1             pyhd8ed1ab_0    conda-forge
shapely                   2.0.1           py310h8b84c32_0    conda-forge
simpervisor               0.4                pyhd8ed1ab_0    conda-forge
six                       1.16.0             pyh6c4a22f_0    conda-forge
snappy                    1.1.10               h9fff704_0    conda-forge
sniffio                   1.3.0              pyhd8ed1ab_0    conda-forge
sortedcontainers          2.4.0              pyhd8ed1ab_0    conda-forge
soupsieve                 2.3.2.post1        pyhd8ed1ab_0    conda-forge
spdlog                    1.8.5                h4bd325d_1    conda-forge
sqlite                    3.40.0               h4ff8645_0    conda-forge
stack_data                0.6.2              pyhd8ed1ab_0    conda-forge
streamz                   0.6.4              pyh6c4a22f_0    conda-forge
tblib                     1.7.0              pyhd8ed1ab_0    conda-forge
terminado                 0.17.1             pyh41d4057_0    conda-forge
threadpoolctl             3.1.0              pyh8a188c0_0    conda-forge
tifffile                  2022.10.10         pyhd8ed1ab_0    conda-forge
tiledb                    2.13.2               hd532e3d_0    conda-forge
tinycss2                  1.2.1              pyhd8ed1ab_0    conda-forge
tk                        8.6.12               h27826a3_0    conda-forge
toolz                     0.12.0             pyhd8ed1ab_0    conda-forge
tornado                   6.2             py310h5764c6d_1    conda-forge
tqdm                      4.65.0             pyhd8ed1ab_1    conda-forge
traitlets                 5.9.0              pyhd8ed1ab_0    conda-forge
treelite                  3.1.0           py310h168469b_0    conda-forge
treelite-runtime          3.1.0                    pypi_0    pypi
typing-extensions         4.5.0                hd8ed1ab_0    conda-forge
typing_extensions         4.5.0              pyha770c72_0    conda-forge
tzcode                    2023c                h0b41bf4_0    conda-forge
tzdata                    2023c                h71feb2d_0    conda-forge
ucx                       1.13.1               h538f049_1    conda-forge
ucx-proc                  1.0.0                       gpu    rapidsai
ucx-py                    0.30.00         py310_gc2651fc_0    rapidsai
unicodedata2              15.0.0          py310h5764c6d_0    conda-forge
urllib3                   1.26.15            pyhd8ed1ab_0    conda-forge
wcwidth                   0.2.6              pyhd8ed1ab_0    conda-forge
webencodings              0.5.1                      py_1    conda-forge
websocket-client          1.5.1              pyhd8ed1ab_0    conda-forge
websockets                10.4            py310h5764c6d_1    conda-forge
wheel                     0.40.0             pyhd8ed1ab_0    conda-forge
widgetsnbextension        4.0.7              pyhd8ed1ab_0    conda-forge
xarray                    2023.3.0           pyhd8ed1ab_0    conda-forge
xerces-c                  3.2.4                h55805fa_1    conda-forge
xgboost                   1.7.1dev.rapidsai23.02 cuda_11_py310_2    rapidsai
xorg-kbproto              1.0.7             h7f98852_1002    conda-forge
xorg-libice               1.0.10               h7f98852_0    conda-forge
xorg-libsm                1.2.3             hd9c2040_1000    conda-forge
xorg-libx11               1.8.4                h0b41bf4_0    conda-forge
xorg-libxau               1.0.9                h7f98852_0    conda-forge
xorg-libxdmcp             1.1.3                h7f98852_0    conda-forge
xorg-libxext              1.3.4                h0b41bf4_2    conda-forge
xorg-libxrender           0.9.10            h7f98852_1003    conda-forge
xorg-renderproto          0.11.1            h7f98852_1002    conda-forge
xorg-xextproto            7.3.0             h0b41bf4_1003    conda-forge
xorg-xproto               7.0.31            h7f98852_1007    conda-forge
xyzservices               2023.2.0           pyhd8ed1ab_0    conda-forge
xz                        5.2.6                h166bdaf_0    conda-forge
yaml                      0.2.5                h7f98852_2    conda-forge
yarl                      1.8.2           py310h5764c6d_0    conda-forge
zeromq                    4.3.4                h9c3ff4c_1    conda-forge
zfp                       1.0.0                h27087fc_3    conda-forge
zict                      2.2.0              pyhd8ed1ab_0    conda-forge
zipp                      3.15.0             pyhd8ed1ab_0    conda-forge
zlib                      1.2.13               h166bdaf_4    conda-forge
zlib-ng                   2.0.7                h0b41bf4_0    conda-forge
zstd                      1.5.2                h3eb15da_6    conda-forge
Ravi2712 commented 1 year ago

@aph61 I came across the similar error in notebook. Did you resolve this by any chance?

cvillela commented 10 months ago

I came across the same error in jupyter lab, using the official rapdids environment....