Ray GPU - Teradata AI Studio

Teradata® AI Studio - Open Python Framework

Product
Teradata AI Studio
Release Number
1.3
Published
July 2026
ft:locale
en-US
ft:lastEdition
2026-07-28
dita:mapPath
rmu1782935249910.ditamap
dita:ditavalPath
ayr1485454803741.ditaval
dita:id
cgn1782251337635

These packages are installed.

Package                            Version
--------------------------------- -------------
absl-py                            2.5.0
adlfs                              2026.5.0
aiohappyeyeballs                   2.7.1
aiohttp                            3.14.1
aiohttp-cors                       0.8.1
aiosignal                          1.4.0
amqp                               5.3.1
annotated-doc                      0.0.4
annotated-types                    0.7.0
anyio                              4.14.1
archspec                           0.2.5
argon2-cffi                        25.1.0
argon2-cffi-bindings               25.1.0
arrow                              1.4.0
attrs                              26.1.0
azure-core                         1.41.0
azure-identity                     1.25.3
azure-storage-blob                 12.30.0
backports.zstd                     1.6.0
beautifulsoup4                     4.15.0
billiard                           4.2.4
bleach                             6.4.0
bokeh                              3.6.3
boltons                            25.0.0
boto3                              1.43.45
botocore                           1.43.45
Brotli                             1.2.0
build                              1.5.0
cached-property                    1.5.2
cachetools                         7.1.4
celery                             5.6.3
certifi                            2026.6.17
cffi                               2.1.0
charset-normalizer                 3.4.4
click                              8.4.2
click-didyoumean                   0.3.1
click-plugins                      1.1.1.2
click-repl                         0.3.0
cloudpickle                        3.1.2
colorama                           0.4.6
colorcet                           3.2.1
colorful                           0.5.8
conda                              26.5.3
conda_index                        0.12.1
conda-libmamba-solver              26.6.0
conda-lockfiles                    0.2.1
conda-package-handling             2.4.0
conda_package_streaming            0.12.0
conda-pypi                         0.11.0
conda-rattler-solver               0.1.1
conda-self                         0.2.0
contourpy                          1.3.3
cryptography                       49.0.0
cucim-cu12                         26.2.1
cuda-bindings                      12.9.7
cuda-core                          0.3.2
cuda-pathfinder                    1.5.6
cuda-python                        12.9.7
cuda-toolkit                       12.8.1
cudf-cu12                          26.2.1
cugraph-cu12                       26.2.0
cuml-cu12                          26.2.0
cupy-cuda12x                       14.1.1
cuvs-cu12                          26.2.0
cuxfilter-cu12                     26.2.0
daft                               0.7.19
dask                               2026.1.1
dask-cuda                          26.2.0
dask-cudf-cu12                     26.2.1
datashader                         0.19.1
defusedxml                         0.7.1
distlib                            0.4.3
distributed                        2026.1.1
distributed-ucxx-cu12              0.48.0
distro                             1.9.0
dm-tree                            0.1.10
exceptiongroup                     1.3.1
Farama-Notifications               0.0.6
fastapi                            0.139.0
fastjsonschema                     2.21.2
filelock                           3.29.7
fqdn                               1.5.1
frozendict                         2.4.7
frozenlist                         1.8.0
fsspec                             2026.4.0
geopandas                          1.1.4
google-api-core                    2.31.0
google-auth                        2.55.2
googleapis-common-protos           1.75.0
greenlet                           3.5.3
grpcio                             1.82.1
gymnasium                          1.2.2
h11                                0.16.0
h2                                 4.3.0
hf-xet                             1.5.1
holoviews                          1.20.2
hpack                              4.1.0
httpcore                           1.0.9
httptools                          0.8.0
httpx                              0.28.1
huggingface_hub                    1.23.0
hyperframe                         6.1.0
idna                               3.15
ImageIO                            2.37.3
importlib_metadata                 9.0.0
installer                          1.0.1
isodate                            0.7.2
isoduration                        20.11.0
Jinja2                             3.1.6
jmespath                           1.1.0
joblib                             1.5.3
jsonpatch                          1.33
jsonpointer                        3.0.0
jsonschema                         4.26.0
jsonschema-specifications          2025.9.1
jupyter_client                     8.9.1
jupyter_core                       5.9.1
jupyter-events                     0.12.1
jupyter_server                     2.20.0
jupyter_server_proxy               4.5.0
jupyter_server_terminals           0.5.4
jupyterlab_pygments                0.3.0
kombu                              5.6.2
lark                               1.3.1
lazy-loader                        0.5
libcudf-cu12                       26.2.1
libcugraph-cu12                    26.2.0
libcuml-cu12                       26.2.0
libcuvs-cu12                       26.2.0
libkvikio-cu12                     26.2.0
libmambapy                         2.5.0
libraft-cu12                       26.2.0
librmm-cu12                        26.2.0
libucx-cu12                        1.19.0
libucxx-cu12                       0.48.0
lightgbm                           4.6.0
lightgbm-ray                       0.1.9
linkify-it-py                      2.1.0
llvmlite                           0.44.0
locket                             1.0.0
lz4                                4.4.5
Markdown                           3.10.2
markdown-it-py                     4.2.0
MarkupSafe                         3.0.3
mdit-py-plugins                    0.6.1
mdurl                              0.1.2
memray                             1.19.3
menuinst                           2.5.1
mistune                            3.3.3
modin                              0.37.1
mpmath                             1.3.0
msal                               1.37.0
msal-extensions                    1.3.1
msgpack                            1.2.1
multidict                          6.7.1
multipledispatch                   1.0.0
narwhals                           2.23.0
nbclient                           0.11.0
nbconvert                          7.17.1
nbformat                           5.10.4
networkx                           3.6.1
nltk                               3.10.0
numba                              0.61.2
numba-cuda                         0.22.2
numpy                              2.2.6
nvidia-cublas-cu12                 12.8.4.1
nvidia-cuda-cccl-cu12              12.9.27
nvidia-cuda-cupti-cu12             12.8.90
nvidia-cuda-cuxxfilt-cu12          12.9.82
nvidia-cuda-nvcc-cu12              12.9.86
nvidia-cuda-nvrtc-cu12             12.8.93
nvidia-cuda-opencl-cu12            12.9.19
nvidia-cuda-profiler-api-cu12      12.9.79
nvidia-cuda-runtime-cu12           12.8.90
nvidia-cuda-sanitizer-api-cu12     12.9.79
nvidia-cudnn-cu12                  9.19.0.56
nvidia-cufft-cu12                  11.3.3.83
nvidia-cufile-cu12                 1.13.1.3
nvidia-curand-cu12                 10.3.9.90
nvidia-cusolver-cu12               11.7.3.90
nvidia-cusparse-cu12               12.5.8.93
nvidia-cusparselt-cu12             0.7.1
nvidia-libnvcomp-cu12              5.1.0.21
nvidia-ml-py                       13.610.43
nvidia-nccl-cu12                   2.28.9
nvidia-npp-cu12                    12.4.1.87
nvidia-nvfatbin-cu12               12.9.82
nvidia-nvimgcodec-cu12             0.7.0.11
nvidia-nvjitlink-cu12              12.8.93
nvidia-nvjpeg-cu12                 12.4.0.76
nvidia-nvml-dev-cu12               12.9.79
nvidia-nvshmem-cu12                3.4.5
nvidia-nvtx-cu12                   12.8.90
nvtx                               0.2.15
nx-cugraph-cu12                    26.2.0
oauthlib                           3.3.1
opencensus                         0.11.4
opencensus-context                 0.1.3
opentelemetry-api                  1.43.0
opentelemetry-exporter-prometheus  0.64b0
opentelemetry-proto                1.43.0
opentelemetry-sdk                  1.43.0
opentelemetry-semantic-conventions 0.64b0
ormsgpack                          1.12.2
overrides                          7.7.0
packaging                          26.0
pandas                             2.3.3
pandocfilters                      1.5.1
panel                              1.7.5
param                              2.4.1
partd                              1.4.2
pillow                             12.3.0
pip                                26.1.2
platformdirs                       4.5.1
pluggy                             1.6.0
polars                             1.42.1
polars-runtime-32                  1.42.1
prometheus_client                  0.25.0
prompt_toolkit                     3.0.52
propcache                          0.5.2
proto-plus                         1.28.1
protobuf                           7.35.1
psutil                             7.2.2
ptyprocess                         0.7.0
py-rattler                         0.25.0
py-spy                             0.4.2
pyarrow                            24.0.0
pyasn1                             0.6.4
pyasn1_modules                     0.4.2
pycosat                            0.6.6
pycparser                          2.22
pycron                             3.2.0
pycryptodome                       3.23.0
pyct                               0.6.0
pydantic                           2.13.4
pydantic_core                      2.46.4
Pygments                           2.20.0
PyJWT                              2.13.0
pylibcudf-cu12                     26.2.1
pylibcugraph-cu12                  26.2.0
pylibraft-cu12                     26.2.0
pyogrio                            0.13.0
pyOpenSSL                          26.3.0
pyproj                             3.7.2
pyproject_hooks                    1.2.0
PySocks                            1.7.1
python-dateutil                    2.9.0.post0
python-discovery                   1.4.4
python-dotenv                      1.2.2
python-json-logger                 4.1.0
pytz                               2026.2
pyviz_comms                        3.0.6
PyYAML                             6.0.3
pyzmq                              27.1.0
raft-dask-cu12                     26.2.0
rapids-dask-dependency             26.2.0
rapids-logger                      0.2.3
ray                                2.55.1
referencing                        0.37.0
regex                              2026.6.28
requests                           2.33.0
requests-oauthlib                  2.0.0
rfc3339-validator                  0.1.4
rfc3986-validator                  0.1.1
rfc3987-syntax                     1.1.0
rich                               15.0.0
rmm-cu12                           26.2.0
rpds-py                            2026.6.3
ruamel.yaml                        0.18.17
ruamel.yaml.clib                   0.2.15
s3fs                               0.4.2
s3transfer                         0.19.0
safetensors                        0.8.0
scikit-image                       0.25.2
scikit-learn                       1.9.0
scipy                              1.17.1
Send2Trash                         2.1.0
setuptools                         78.1.0
shapely                            2.0.7
shellingham                        1.5.4
simpervisor                        1.0.0
six                                1.17.0
smart_open                         8.0.0
sniffio                            1.3.1
sortedcontainers                   2.4.0
soupsieve                          2.8.4
SQLAlchemy                         2.0.51
starlette                          1.3.1
sympy                              1.14.0
taskiq                             0.12.4
taskiq-dependencies                1.5.7
tblib                              3.2.2
tensorboardX                       2.6.5
teradata-ray                       1.0.3
teradataml                         20.0.0.11
teradatasql                        20.0.0.62
teradatasqlalchemy                 20.0.0.9
terminado                          0.18.1
textual                            8.2.8
threadpoolctl                      3.6.0
tifffile                           2026.3.3
tinycss2                           1.5.1
tokenizers                         0.22.2
tomli                              2.4.1
tomli_w                            1.2.0
toolz                              1.1.0
torch                              2.11.0+cu128
torchvision                        0.26.0+cu128
tornado                            6.5.7
tqdm                               4.67.3
traitlets                          5.15.1
transformers                       5.13.0
treelite                           4.7.0
triton                             3.6.0
truststore                         0.10.4
typer                              0.26.8
typing_extensions                  4.16.0
typing-inspection                  0.4.2
tzdata                             2026.2
tzlocal                            5.4.4
uc-micro-py                        2.0.0
ucxx-cu12                          0.48.0
unearth                            0.18.2
uri-template                       1.3.0
urllib3                            2.7.0
uvicorn                            0.51.0
uvloop                             0.22.1
vine                               5.1.0
virtualenv                         21.6.0
watchfiles                         1.2.0
wcwidth                            0.8.2
webcolors                          25.10.0
webencodings                       0.5.1
websocket-client                   1.9.0
websockets                         16.1
wheel                              0.47.0
wrapt                              2.2.2
xarray                             2026.7.0
xgboost                            3.2.0
xgboost-ray                        0.1.19
xyzservices                        2026.3.0
yarl                               1.24.2
zict                               3.0.0
zipp                               4.1.0
zstandard                          0.25.0