This section lists the packages in Python 3.8 Workbench Runtimes that ship with ML
Runtimes 2021.12.
Table 1. Packages in Python 3.8.6 Workbench Runtimes - Standard
| Library |
Version |
| python |
3.8.6 |
| pip |
21.1.3 |
| backcall |
0.2.0 |
| bitarray |
2.1.0 |
| certifi |
2021.5.30 |
| charset-normalizer |
2.0.6 |
| cycler |
0.10.0 |
| decorator |
4.4.2 |
| idna |
3.2 |
| impyla |
0.17.0 |
| ipykernel |
5.3.4 |
| ipython |
7.16.1 |
| ipython-genutils |
0.2.0 |
| jedi |
0.17.2 |
| jupyter-client |
6.1.7 |
| jupyter-core |
4.6.3 |
| kerberos |
1.3.1 |
| kiwisolver |
1.3.1 |
| matplotlib |
3.3.4 |
| numpy |
1.19.4 |
| parso |
0.7.1 |
| pexpect |
4.8.0 |
| pickleshare |
0.7.5 |
| Pillow |
8.4.0 |
| prompt-toolkit |
3.0.8 |
| ptyprocess |
0.6.0 |
| pure-sasl |
0.6.2 |
| py4j |
0.10.9.1 |
| Pygments |
2.8.1 |
| pyparsing |
2.4.7 |
| python-dateutil |
2.8.1 |
| pyzmq |
19.0.2 |
| requests |
2.26.0 |
| six |
1.15.0 |
| thrift |
0.11.0 |
| thrift-sasl |
0.4.3 |
| tornado |
6.1 |
| traitlets |
4.3.3 |
| urllib3 |
1.26.6 |
| wcwidth |
0.2.5 |
Table 2. Packages in Python 3.8.6 Workbench Runtimes - Nvidia GPU Edition
| Library |
Version |
| python |
3.8.6 |
| pip |
21.1.3 |
| cuda |
11.4.1-1 |
| libcudnn8 |
8.2.2.26-1 |
| backcall |
0.2.0 |
| bitarray |
2.1.0 |
| certifi |
2021.5.30 |
| charset-normalizer |
2.0.6 |
| cycler |
0.10.0 |
| decorator |
4.4.2 |
| idna |
3.2 |
| impyla |
0.17.0 |
| ipykernel |
5.3.4 |
| ipython |
7.16.1 |
| ipython-genutils |
0.2.0 |
| jedi |
0.17.2 |
| jupyter-client |
6.1.7 |
| jupyter-core |
4.6.3 |
| kerberos |
1.3.1 |
| kiwisolver |
1.3.1 |
| matplotlib |
3.3.4 |
| numpy |
1.19.4 |
| parso |
0.7.1 |
| pexpect |
4.8.0 |
| pickleshare |
0.7.5 |
| Pillow |
8.4.0 |
| prompt-toolkit |
3.0.8 |
| ptyprocess |
0.6.0 |
| pure-sasl |
0.6.2 |
| py4j |
0.10.9.1 |
| Pygments |
2.8.1 |
| pyparsing |
2.4.7 |
| python-dateutil |
2.8.1 |
| pyzmq |
19.0.2 |
| requests |
2.26.0 |
| six |
1.15.0 |
| thrift |
0.11.0 |
| thrift-sasl |
0.4.3 |
| tornado |
6.1 |
| traitlets |
4.3.3 |
| urllib3 |
1.26.6 |
| wcwidth |
0.2.5 |
Table 3. Packages in Python 3.8.6 Workbench Runtimes - RAPIDS
| Library |
Version |
| python |
3.8.6 |
| pip |
21.1.3 |
| _libgcc_mutex |
0.1 |
| _openmp_mutex |
4.5 |
| abseil-cpp |
20210324.2 |
| aiohttp |
3.8.1 |
| aiosignal |
1.2.0 |
| anyio |
3.4.0 |
| appdirs |
1.4.4 |
| argon2-cffi |
21.1.0 |
| arrow-cpp |
5.0.0 |
| arrow-cpp-proc |
3.0.0 |
| async-timeout |
4.0.1 |
| async_generator |
1.10 |
| attrs |
21.2.0 |
| aws-c-auth |
0.6.7 |
| aws-c-cal |
0.5.12 |
| aws-c-common |
0.6.17 |
| aws-c-compression |
0.2.14 |
| aws-c-event-stream |
0.2.7 |
| aws-c-http |
0.6.10 |
| aws-c-io |
0.10.13 |
| aws-c-mqtt |
0.7.9 |
| aws-c-s3 |
0.1.27 |
| aws-c-sdkutils |
0.1.1 |
| aws-checksums |
0.1.12 |
| aws-crt-cpp |
0.17.8 |
| aws-sdk-cpp |
1.9.145 |
| backcall |
0.2.0 |
| backports |
1.0 |
| backports.functools_lru_cache |
1.6.4 |
| bleach |
4.1.0 |
| blosc |
1.21.0 |
| bokeh |
2.4.0 |
| boost |
1.74.0 |
| boost-cpp |
1.74.0 |
| brotli |
1.0.9 |
| brotli-bin |
1.0.9 |
| brotlipy |
0.7.0 |
| brunsli |
0.1 |
| bzip2 |
1.0.8 |
| c-ares |
1.18.1 |
| c-blosc2 |
2.0.4 |
| ca-certificates |
2021.10.8 |
| cachetools |
4.2.4 |
| cairo |
1.16.0 |
| cdsw |
1.1.0 |
| certifi |
2021.5.30 |
| cffi |
1.15.0 |
| cfitsio |
3.470 |
| charls |
2.2.0 |
| charset-normalizer |
2.0.6 |
| click |
8.0.3 |
| click-plugins |
1.1.1 |
| cligj |
0.7.2 |
| cloudpickle |
2.0.0 |
| colorama |
0.4.4 |
| colorcet |
3.0.0 |
| cryptography |
36.0.1 |
| cucim |
21.12.00 |
| cudatoolkit |
11.0.221 |
| cudf |
21.12.02 |
| cudf_kafka |
21.12.02 |
| cudnn |
8.2.1.32 |
| cugraph |
21.12.00 |
| cuml |
21.12.00 |
| cupy |
9.6.0 |
| curl |
7.80.0 |
| cusignal |
21.12.00 |
| cuspatial |
21.12.00 |
| custreamz |
21.12.02 |
| cuxfilter |
21.12.00 |
| cycler |
0.11.0 |
| cyrus-sasl |
2.1.27 |
| cytoolz |
0.11.2 |
| dask |
2021.11.2 |
| dask-core |
2021.11.2 |
| dask-cuda |
21.12.00 |
| dask-cudf |
21.12.02 |
| datashader |
0.11.1 |
| datashape |
0.5.4 |
| debugpy |
1.5.1 |
| decorator |
5.1.0 |
| defusedxml |
0.7.1 |
| distributed |
2021.11.2 |
| dlpack |
0.5 |
| entrypoints |
0.3 |
| expat |
2.4.1 |
| faiss-proc |
1.0.0 |
| fastavro |
1.4.7 |
| fastrlock |
0.8 |
| fiona |
1.8.20 |
| font-ttf-dejavu-sans-mono |
2.37 |
| font-ttf-inconsolata |
3.000 |
| font-ttf-source-code-pro |
2.038 |
| font-ttf-ubuntu |
0.83 |
| fontconfig |
2.13.1 |
| fonts-conda-ecosystem |
1 |
| fonts-conda-forge |
1 |
| fonttools |
4.28.4 |
| freetype |
2.10.4 |
| freexl |
1.0.6 |
| frozenlist |
1.2.0 |
| fsspec |
2021.11.1 |
| gdal |
3.3.2 |
| geopandas |
0.9.0 |
| geopandas-base |
0.9.0 |
| geos |
3.9.1 |
| geotiff |
1.7.0 |
| gettext |
0.19.8.1 |
| gflags |
2.2.2 |
| giflib |
5.2.1 |
| git |
2.34.1 |
| glog |
0.5.0 |
| gpuci-tools |
0.3.1 |
| grpc-cpp |
1.41.1 |
| hdf4 |
4.2.15 |
| hdf5 |
1.12.1 |
| heapdict |
1.0.1 |
| icu |
68.2 |
| idna |
3.2 |
| imagecodecs |
2021.8.26 |
| imageio |
2.13.3 |
| importlib-metadata |
4.8.3 |
| importlib_metadata |
4.8.3 |
| importlib_resources |
5.4.0 |
| ipykernel |
6.6.0 |
| ipython |
7.30.1 |
| ipython_genutils |
0.2.0 |
| ipywidgets |
7.6.5 |
| jbig |
2.1 |
| jedi |
0.18.1 |
| jinja2 |
3.0.3 |
| joblib |
1.1.0 |
| jpeg |
9d |
| json-c |
0.15 |
| jsonschema |
4.3.1 |
| jupyter-server-proxy |
3.2.0 |
| jupyter_client |
7.1.0 |
| jupyter_core |
4.9.1 |
| jupyter_server |
1.13.1 |
| jupyterlab_pygments |
0.1.2 |
| jupyterlab_widgets |
1.0.2 |
| jxrlib |
1.1 |
| kealib |
1.4.14 |
| kiwisolver |
1.3.2 |
| krb5 |
1.19.2 |
| lcms2 |
2.12 |
| ld_impl_linux-64 |
2.36.1 |
| lerc |
3.0 |
| libaec |
1.0.6 |
| libblas |
3.9.0 |
| libbrotlicommon |
1.0.9 |
| libbrotlidec |
1.0.9 |
| libbrotlienc |
1.0.9 |
| libcblas |
3.9.0 |
| libcucim |
21.12.00 |
| libcudf |
21.12.02 |
| libcudf_kafka |
21.12.02 |
| libcugraph |
21.12.00 |
| libcuml |
21.12.00 |
| libcumlprims |
21.12.00 |
| libcurl |
7.80.0 |
| libcusolver |
11.3.2.107 |
| libcuspatial |
21.12.00 |
| libdap4 |
3.20.6 |
| libdeflate |
1.8 |
| libedit |
3.1.20191231 |
| libev |
4.33 |
| libevent |
2.1.10 |
| libfaiss |
1.7.0 |
| libffi |
3.4.2 |
| libgcc-ng |
9.4.0 |
| libgcrypt |
1.9.4 |
| libgdal |
3.3.2 |
| libgfortran-ng |
11.2.0 |
| libgfortran5 |
11.2.0 |
| libglib |
2.70.2 |
| libgpg-error |
1.42 |
| libgsasl |
1.10.0 |
| libhwloc |
2.3.0 |
| libiconv |
1.16 |
| libkml |
1.3.0 |
| liblapack |
3.9.0 |
| libllvm11 |
11.1.0 |
| libnetcdf |
4.8.1 |
| libnghttp2 |
1.43.0 |
| libnsl |
2.0.0 |
| libntlm |
1.4 |
| libopenblas |
0.3.18 |
| libpng |
1.6.37 |
| libpq |
13.5 |
| libprotobuf |
3.18.1 |
| librdkafka |
1.6.1 |
| librmm |
21.12.00 |
| librttopo |
1.1.0 |
| libsodium |
1.0.18 |
| libspatialindex |
1.9.3 |
| libspatialite |
5.0.1 |
| libssh2 |
1.10.0 |
| libstdcxx-ng |
9.4.0 |
| libthrift |
0.15.0 |
| libtiff |
4.3.0 |
| libutf8proc |
2.7.0 |
| libuuid |
2.32.1 |
| libuv |
1.42.0 |
| libwebp |
1.2.1 |
| libwebp-base |
1.2.1 |
| libxcb |
1.13 |
| libxgboost |
1.5.0dev.rapidsai21.12 |
| libxml2 |
2.9.12 |
| libzip |
1.8.0 |
| libzlib |
1.2.11 |
| libzopfli |
1.0.3 |
| llvm-openmp |
12.0.1 |
| llvmlite |
0.37.0 |
| locket |
0.2.0 |
| lz4-c |
1.9.3 |
| mapclassify |
2.4.3 |
| markdown |
3.3.6 |
| markupsafe |
2.0.1 |
| matplotlib-base |
3.5.1 |
| matplotlib-inline |
0.1.3 |
| mistune |
0.8.4 |
| msgpack-python |
1.0.3 |
| multidict |
5.2.0 |
| multipledispatch |
0.6.0 |
| munch |
2.5.0 |
| munkres |
1.1.4 |
| nbclient |
0.5.9 |
| nbconvert |
6.3.0 |
| nbformat |
5.1.3 |
| nccl |
2.11.4.1 |
| ncurses |
6.2 |
| nest-asyncio |
1.5.4 |
| networkx |
2.6.3 |
| nodejs |
14.17.4 |
| notebook |
6.4.6 |
| nspr |
4.32 |
| nss |
3.73 |
| numba |
0.54.1 |
| numpy |
1.20.3 |
| nvtx |
0.2.3 |
| olefile |
0.46 |
| openjpeg |
2.4.0 |
| openssl |
1.1.1l |
| orc |
1.7.1 |
| packaging |
21.3 |
| pandas |
1.3.5 |
| pandoc |
2.16.2 |
| pandocfilters |
1.5.0 |
| panel |
0.12.4 |
| param |
1.12.0 |
| parquet-cpp |
1.5.1 |
| parso |
0.8.3 |
| partd |
1.2.0 |
| pcre |
8.45 |
| pcre2 |
10.37 |
| perl |
5.32.1 |
| pexpect |
4.8.0 |
| pickleshare |
0.7.5 |
| pillow |
8.4.0 |
| pip |
21.3.1 |
| pixman |
0.40.0 |
| pooch |
1.5.2 |
| poppler |
21.09.0 |
| poppler-data |
0.4.11 |
| postgresql |
13.5 |
| proj |
8.1.0 |
| prometheus_client |
0.12.0 |
| prompt-toolkit |
3.0.24 |
| protobuf |
3.18.1 |
| psutil |
5.8.0 |
| pthread-stubs |
0.4 |
| ptxcompiler |
0.2.0 |
| ptyprocess |
0.7.0 |
| py-xgboost |
1.5.0dev.rapidsai21.12 |
| py4j |
0.10.9 |
| pyarrow |
5.0.0 |
| pycparser |
2.21 |
| pyct |
0.4.6 |
| pyct-core |
0.4.6 |
| pydeck |
0.5.0 |
| pyee |
8.1.0 |
| pygments |
2.10.0 |
| pynvml |
11.4.1 |
| pyopenssl |
21.0.0 |
| pyparsing |
3.0.6 |
| pyppeteer |
0.2.6 |
| pyproj |
3.1.0 |
| pyrsistent |
0.18.0 |
| pysocks |
1.7.1 |
| python |
3.8.12 |
| python-confluent-kafka |
1.6.0 |
| python-dateutil |
2.8.2 |
| python_abi |
3.8 |
| pytz |
2021.3 |
| pyviz_comms |
2.1.0 |
| pywavelets |
1.2.0 |
| pyyaml |
6.0 |
| pyzmq |
22.3.0 |
| rapids |
21.12.00 |
| rapids-xgboost |
21.12.00 |
| re2 |
2021.11.01 |
| readline |
8.1 |
| requests |
2.26.0 |
| rmm |
21.12.00 |
| rtree |
0.9.7 |
| s2n |
1.3.0 |
| scikit-image |
0.18.1 |
| scikit-learn |
1.0.1 |
| scipy |
1.7.3 |
| send2trash |
1.8.0 |
| setuptools |
59.6.0 |
| shapely |
1.8.0 |
| simpervisor |
0.4 |
| six |
1.16.0 |
| snappy |
1.1.8 |
| sniffio |
1.2.0 |
| sortedcontainers |
2.4.0 |
| spdlog |
1.8.5 |
| sqlite |
3.37.0 |
| streamz |
0.6.3 |
| tblib |
1.7.0 |
| terminado |
0.12.1 |
| testpath |
0.5.0 |
| threadpoolctl |
3.0.0 |
| tifffile |
2021.11.2 |
| tiledb |
2.3.4 |
| tk |
8.6.11 |
| toolz |
0.11.2 |
| tornado |
6.1 |
| tqdm |
4.62.3 |
| traitlets |
5.1.1 |
| treelite |
2.1.0 |
| treelite-runtime |
2.1.0 |
| typing-extensions |
4.0.1 |
| typing_extensions |
4.0.1 |
| tzcode |
2021e |
| tzdata |
2021e |
| ucx |
1.11.2+gef2bbcf |
| ucx-proc |
1.0.0 |
| ucx-py |
0.23.0 |
| unicodedata2 |
13.0.0.post2 |
| urllib3 |
1.26.6 |
| wcwidth |
0.2.5 |
| webencodings |
0.5.1 |
| websocket-client |
1.2.3 |
| websockets |
9.1 |
| wheel |
0.37.0 |
| widgetsnbextension |
3.5.2 |
| xarray |
0.20.2 |
| xerces-c |
3.2.3 |
| xgboost |
1.5.0dev.rapidsai21.12 |
| xorg-kbproto |
1.0.7 |
| xorg-libice |
1.0.10 |
| xorg-libsm |
1.2.3 |
| xorg-libx11 |
1.7.2 |
| xorg-libxau |
1.0.9 |
| xorg-libxdmcp |
1.1.3 |
| xorg-libxext |
1.3.4 |
| xorg-libxrender |
0.9.10 |
| xorg-renderproto |
0.11.1 |
| xorg-xextproto |
7.3.0 |
| xorg-xproto |
7.0.31 |
| xz |
5.2.5 |
| yaml |
0.2.5 |
| yarl |
1.7.2 |
| zeromq |
4.3.4 |
| zfp |
0.5.5 |
| zict |
2.0.0 |
| zipp |
3.6.0 |
| zlib |
1.2.11 |
| zstd |
1.5.0 |
