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Python 3.10 Anyscale and Ray Dependencies

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This version of the Anyscale docs is deprecated. Go to the latest version for up to date information.

Ray 2.6.0​

The base image anyscale/ray:2.6.0-py310-cpu contains the following packages:

adal==1.2.7
aiofiles==22.1.0
aiohttp==3.8.5
aiohttp-cors==0.7.0
aiorwlock==1.3.0
aiosignal==1.3.1
aiosqlite==0.19.0
anyio==3.7.1
anyscale==0.5.129
applicationinsights==0.11.10
argcomplete==1.12.3
argon2-cffi==21.3.0
argon2-cffi-bindings==21.2.0
arrow==1.2.3
asttokens==2.2.1
async-timeout==4.0.2
attrs==23.1.0
awscli==1.27.105
awscliv2==2.2.0
azure-cli-core==2.40.0
azure-cli-telemetry==1.0.8
azure-common==1.1.28
azure-core==1.28.0
azure-identity==1.10.0
azure-mgmt-compute==23.1.0
azure-mgmt-core==1.4.0
azure-mgmt-network==19.0.0
azure-mgmt-resource==20.0.0
Babel==2.12.1
backcall==0.2.0
backoff==1.10.0
bcrypt==4.0.1
beautifulsoup4==4.12.2
bleach==6.0.0
blessed==1.20.0
boltons==23.0.0
boto3==1.26.76
botocore==1.29.105
brotlipy==0.7.0
cachetools==5.3.1
certifi==2023.5.7
cffi==1.15.1
charset-normalizer==2.0.4
click==8.1.6
cloudpickle==2.2.1
colorama==0.4.4
coloredlogs==15.0.1
colorful==0.5.5
comm==0.1.3
conda==23.5.2
conda-content-trust==0.1.3
conda-package-handling==1.9.0
cryptography==38.0.1
Cython==0.29.32
debugpy==1.6.7
decorator==5.1.1
defusedxml==0.7.1
Deprecated==1.2.14
distlib==0.3.7
dm-tree==0.1.8
docutils==0.16
exceptiongroup==1.1.2
executing==1.2.0
executor==23.2
fastapi==0.100.0
fasteners==0.18
fastjsonschema==2.17.1
filelock==3.12.2
flatbuffers==23.5.26
flit_core==3.6.0
fqdn==1.5.1
frozenlist==1.4.0
fsspec==2023.6.0
gitdb==4.0.10
GitPython==3.1.32
google-api-core==2.11.1
google-api-python-client==1.7.8
google-auth==2.22.0
google-auth-httplib2==0.1.0
google-cloud-common==1.2.0
google-cloud-compute==1.13.0
google-cloud-core==2.3.3
google-cloud-filestore==1.6.1
google-cloud-resource-manager==1.10.2
google-cloud-secret-manager==2.16.2
google-cloud-storage==2.10.0
google-crc32c==1.5.0
google-oauth==1.0.1
google-resumable-media==2.5.0
googleapis-common-protos==1.59.1
gpustat==1.1
grpc-google-iam-v1==0.12.6
grpcio==1.56.2
grpcio-status==1.48.2
grpcio-tools==1.56.2
Gymnasium==0.26.3
gymnasium-notices==0.0.1
h11==0.14.0
halo==0.0.31
httplib2==0.22.0
humanfriendly==10.0
humanize==4.7.0
idna==3.4
imageio==2.31.1
importlib-metadata==6.8.0
importlib-resources==6.0.0
ipykernel==6.24.0
ipython==8.14.0
ipython-genutils==0.2.0
ipywidgets==8.0.6
isodate==0.6.1
isoduration==20.11.0
jedi==0.18.2
Jinja2==3.1.2
jmespath==1.0.1
json5==0.9.14
jsonpatch==1.32
jsonpointer==2.1
jsonschema==4.18.4
jsonschema-specifications==2023.7.1
jupyter_client==8.3.0
jupyter_core==5.3.1
jupyter-events==0.6.3
jupyter_server==2.7.0
jupyter_server_fileid==0.9.0
jupyter_server_terminals==0.4.4
jupyter_server_ydoc==0.6.1
jupyter-ydoc==0.2.5
jupyterlab==3.6.1
jupyterlab-pygments==0.2.2
jupyterlab_server==2.23.0
jupyterlab-widgets==3.0.8
knack==0.10.1
lazy_loader==0.3
log-symbols==0.0.14
lz4==4.3.2
markdown-it-py==3.0.0
MarkupSafe==2.1.3
matplotlib-inline==0.1.6
mdurl==0.1.2
mistune==3.0.1
msal==1.18.0b1
msal-extensions==1.0.0
msgpack==1.0.5
msrest==0.7.1
msrestazure==0.6.4
multidict==6.0.4
nbclassic==1.0.0
nbclient==0.8.0
nbconvert==7.7.2
nbformat==5.9.1
nest-asyncio==1.5.6
networkx==3.1
notebook==6.5.4
notebook_shim==0.2.3
numpy==1.25.1
nvidia-ml-py==12.535.77
oauth2client==4.1.3
oauthlib==3.2.2
opencensus==0.11.2
opencensus-context==0.1.3
opentelemetry-api==1.1.0
opentelemetry-exporter-otlp==1.1.0
opentelemetry-exporter-otlp-proto-common==1.19.0
opentelemetry-exporter-otlp-proto-grpc==1.1.0
opentelemetry-exporter-otlp-proto-http==1.19.0
opentelemetry-proto==1.1.0
opentelemetry-sdk==1.1.0
opentelemetry-semantic-conventions==0.20b0
overrides==7.3.1
packaging==21.3
pandas==2.0.3
pandocfilters==1.5.0
paramiko==2.12.0
parso==0.8.3
pathspec==0.11.1
pexpect==4.8.0
pickleshare==0.7.5
Pillow==10.0.0
pip==23.1.2
pkginfo==1.9.6
platformdirs==3.9.1
pluggy==1.0.0
portalocker==2.7.0
prometheus-client==0.17.1
prompt-toolkit==3.0.39
property-manager==3.0
proto-plus==1.22.3
protobuf==3.20.3
psutil==5.9.5
ptyprocess==0.7.0
pure-eval==0.2.2
py-spy==0.3.14
pyarrow==12.0.1
pyasn1==0.5.0
pyasn1-modules==0.3.0
pycosat==0.6.4
pycparser==2.21
pydantic==1.10.11
Pygments==2.15.1
PyJWT==2.8.0
PyNaCl==1.5.0
pyOpenSSL==23.0.0
pyparsing==3.1.0
PySocks==1.7.1
python-dateutil==2.8.2
python-json-logger==2.0.7
pytz==2023.3
PyWavelets==1.4.1
PyYAML==5.3.1
pyzmq==25.1.0
ray==2.6.0
ray-cpp==2.6.0
redis==3.5.3
referencing==0.30.0
requests==2.29.0
requests-oauthlib==1.3.1
rfc3339-validator==0.1.4
rfc3986-validator==0.1.1
rich==13.4.2
rpds-py==0.9.2
rsa==4.7.2
ruamel.yaml==0.17.21
ruamel.yaml.clib==0.2.6
s3transfer==0.6.1
scikit-image==0.21.0
scipy==1.11.1
Send2Trash==1.8.2
setuptools==67.8.0
six==1.13.0
smart-open==6.3.0
smmap==5.0.0
sniffio==1.3.0
soupsieve==2.4.1
spinners==0.0.24
stack-data==0.6.2
starlette==0.27.0
tabulate==0.9.0
tensorboardX==2.6.1
termcolor==2.3.0
terminado==0.10.1
tifffile==2023.7.10
tinycss2==1.2.1
tomli==2.0.1
toolz==0.12.0
tornado==6.3.2
tqdm==4.65.0
traitlets==5.9.0
typer==0.9.0
typing_extensions==4.7.1
tzdata==2023.3
tzlocal==5.0.1
uri-template==1.3.0
uritemplate==3.0.1
urllib3==1.26.16
uvicorn==0.23.1
verboselogs==1.7
virtualenv==20.21.0
wcwidth==0.2.6
webcolors==1.13
webencodings==0.5.1
websocket-client==1.6.1
wheel==0.37.1
widgetsnbextension==4.0.8
wrapt==1.15.0
y-py==0.6.0
yarl==1.9.2
ypy-websocket==0.8.4
zipp==3.11.0

Ray 2.6.0, ML libraries​

The base image anyscale/ray-ml:2.6.0-py310-cpu contains the following packages:

about-time==4.2.1
absl-py==1.4.0
accelerate==0.20.3
adal==1.2.7
aim==3.17.5
aim-ui==3.17.5
aimrecords==0.0.7
aimrocks==0.4.0
aioboto3==11.2.0
aiobotocore==2.5.0
aiofiles==22.1.0
aiohttp==3.8.5
aiohttp-cors==0.7.0
aioitertools==0.11.0
aiorwlock==1.3.0
aiosignal==1.3.1
aiosqlite==0.19.0
ale-py==0.8.1
alembic==1.11.1
alive-progress==3.1.4
anyio==3.7.1
anyscale==0.5.129
applicationinsights==0.11.10
argcomplete==1.12.3
argon2-cffi==21.3.0
argon2-cffi-bindings==21.2.0
array-record==0.4.0
arrow==1.2.3
asttokens==2.2.1
astunparse==1.6.3
async-timeout==4.0.2
attrs==23.1.0
autocfg==0.0.8
autograd==1.6.2
AutoROM==0.6.1
AutoROM.accept-rom-license==0.6.1
awscli==1.27.105
awscliv2==2.2.0
ax-platform==0.3.2
azure-cli-core==2.40.0
azure-cli-telemetry==1.0.8
azure-common==1.1.28
azure-core==1.28.0
azure-identity==1.10.0
azure-mgmt-compute==23.1.0
azure-mgmt-core==1.4.0
azure-mgmt-network==19.0.0
azure-mgmt-resource==20.0.0
Babel==2.12.1
backcall==0.2.0
backoff==1.10.0
base58==2.0.1
bayesian-optimization==1.4.3
bcrypt==4.0.1
beautifulsoup4==4.12.2
bleach==6.0.0
blessed==1.20.0
blinker==1.6.2
bokeh==2.4.3
boltons==23.0.0
boto==2.49.0
boto3==1.26.76
botocore==1.29.105
botorch==0.8.5
brotlipy==0.7.0
build==0.10.0
cachetools==5.3.1
catboost==1.2
certifi==2023.5.7
cffi==1.15.1
charset-normalizer==2.0.4
chess==1.7.0
chex==0.1.81
click==8.1.6
cloudpickle==2.2.1
cma==3.2.2
cmaes==0.10.0
colorama==0.4.4
coloredlogs==15.0.1
colorful==0.5.5
colorlog==6.7.0
comet-ml==3.31.9
comm==0.1.3
commonmark==0.9.1
conda==23.5.2
conda-content-trust==0.1.3
conda-package-handling==1.9.0
configobj==5.0.8
ConfigSpace==0.7.1
contourpy==1.1.0
crc32c==2.3
crcmod==1.7
cryptography==38.0.1
cycler==0.11.0
Cython==0.29.32
dask==2022.10.1
databricks-cli==0.17.7
datasets==2.0.0
debugpy==1.6.7
decorator==5.1.1
deepspeed==0.8.3
defusedxml==0.7.1
Deprecated==1.2.14
dill==0.3.6
distlib==0.3.7
distributed==2022.10.1
dm-tree==0.1.8
docker==6.1.3
docker-pycreds==0.4.0
docutils==0.16
dopamine-rl==4.0.5
dragonfly-opt==0.1.7
dulwich==0.21.5
entrypoints==0.4
etils==1.3.0
evaluate==0.4.0
everett==3.2.0
exceptiongroup==1.1.2
executing==1.2.0
executor==23.2
fairscale==0.4.6
fastapi==0.100.0
fasteners==0.18
fastjsonschema==2.17.1
filelock==3.12.2
FLAML==1.1.1
Flask==2.3.2
Flask-Cors==4.0.0
flatbuffers==2.0.7
flax==0.7.0
flit_core==3.6.0
fonttools==4.41.0
fqdn==1.5.1
frozenlist==1.4.0
fsspec==2023.5.0
future==0.18.3
gast==0.4.0
gcs-oauth2-boto-plugin==3.0
gin-config==0.5.0
gitdb==4.0.10
GitPython==3.1.32
glfw==2.6.2
gluoncv==0.10.5.post0
google-api-core==2.11.1
google-api-python-client==1.7.8
google-apitools==0.5.32
google-auth==2.22.0
google-auth-httplib2==0.1.0
google-auth-oauthlib==0.4.6
google-cloud-common==1.2.0
google-cloud-compute==1.13.0
google-cloud-core==2.3.3
google-cloud-filestore==1.6.1
google-cloud-resource-manager==1.10.2
google-cloud-secret-manager==2.16.2
google-cloud-storage==2.10.0
google-crc32c==1.5.0
google-oauth==1.0.1
google-pasta==0.2.0
google-reauth==0.1.1
google-resumable-media==2.5.0
googleapis-common-protos==1.59.1
gpustat==1.1
GPy==1.10.0
gpytorch==1.10
grapheme==0.6.0
graphviz==0.8.4
greenlet==2.0.2
grpc-google-iam-v1==0.12.6
grpcio==1.56.2
grpcio-status==1.48.2
grpcio-tools==1.56.2
gsutil==5.25
gunicorn==20.1.0
gym==0.26.2
gym-notices==0.0.8
Gymnasium==0.26.3
gymnasium-notices==0.0.1
h11==0.14.0
h5py==3.7.0
halo==0.0.31
HEBO==0.3.5
higher==0.2.1
hjson==3.1.0
hpbandster==0.7.4
httplib2==0.20.4
huggingface-hub==0.16.4
humanfriendly==10.0
humanize==4.7.0
hyperopt==0.2.7
idna==3.4
imageio==2.31.1
imageio-ffmpeg==0.4.5
importlib-metadata==6.8.0
importlib-resources==6.0.0
iniconfig==2.0.0
ipykernel==6.24.0
ipython==8.14.0
ipython-genutils==0.2.0
ipywidgets==8.0.6
isodate==0.6.1
isoduration==20.11.0
itsdangerous==2.1.2
jax==0.4.13
jaxlib==0.4.13
jedi==0.18.2
Jinja2==3.1.2
jmespath==1.0.1
joblib==1.3.1
json5==0.9.14
jsonpatch==1.32
jsonpointer==2.1
jsonschema==4.18.4
jsonschema-specifications==2023.7.1
jupyter-client==7.3.4
jupyter_core==5.3.1
jupyter-events==0.6.3
jupyter-server==1.24.0
jupyter_server_fileid==0.9.0
jupyter_server_ydoc==0.6.1
jupyter-ydoc==0.2.5
jupyterlab==3.6.1
jupyterlab-pygments==0.2.2
jupyterlab_server==2.23.0
jupyterlab-widgets==3.0.8
kaggle-environments==1.7.11
keras==2.11.0
kiwisolver==1.4.4
knack==0.10.1
lazy_loader==0.3
libclang==16.0.6
lightgbm==3.3.5
lightgbm-ray==0.1.8
lightning-bolts==0.4.0
linear-operator==0.4.0
locket==1.0.0
log-symbols==0.0.14
lz4==4.3.2
Mako==1.2.4
Markdown==3.4.3
markdown-it-py==3.0.0
MarkupSafe==2.1.3
matplotlib==3.7.2
matplotlib-inline==0.1.6
mdurl==0.1.2
minigrid==2.1.1
mistune==3.0.1
ml-dtypes==0.2.0
mlagents-envs==0.28.0
mlflow==2.4.1
modin==0.22.2
monotonic==1.6
more-itertools==9.1.0
mpmath==1.3.0
msal==1.18.0b1
msal-extensions==1.0.0
msgpack==1.0.5
msgpack-numpy==0.4.8
msrest==0.7.1
msrestazure==0.6.4
mujoco==2.2.0
mujoco-py==2.1.2.14
multidict==6.0.4
multipledispatch==1.0.0
multiprocess==0.70.14
mxnet==1.9.1
nbclassic==1.0.0
nbclient==0.8.0
nbconvert==7.7.2
nbformat==5.9.1
nest-asyncio==1.5.6
netifaces==0.11.0
networkx==3.1
nevergrad==0.4.3.post7
ninja==1.11.1
notebook==6.5.4
notebook_shim==0.2.3
numexpr==2.8.4
numpy==1.25.1
nvidia-ml-py==12.535.77
oauth2client==4.1.3
oauthlib==3.2.2
onnx==1.12.0
onnxruntime==1.14.1
open-spiel==1.2
opencensus==0.11.2
opencensus-context==0.1.3
opencv-python==4.8.0.74
opentelemetry-api==1.1.0
opentelemetry-exporter-otlp==1.1.0
opentelemetry-exporter-otlp-proto-common==1.19.0
opentelemetry-exporter-otlp-proto-grpc==1.1.0
opentelemetry-exporter-otlp-proto-http==1.19.0
opentelemetry-proto==1.1.0
opentelemetry-sdk==1.1.0
opentelemetry-semantic-conventions==0.20b0
opt-einsum==3.3.0
optax==0.1.5
optuna==3.2.0
orbax-checkpoint==0.2.7
packaging==23.1
pandas==1.5.3
pandocfilters==1.5.0
paramiko==2.12.0
paramz==0.9.5
parso==0.8.3
partd==1.4.0
pathspec==0.11.1
pathtools==0.1.2
patsy==0.5.3
PettingZoo==1.22.1
pexpect==4.8.0
pickleshare==0.7.5
Pillow==10.0.0
pip==23.1.2
pip-tools==7.1.0
pkginfo==1.9.6
platformdirs==3.9.1
plotly==5.15.0
pluggy==1.0.0
portalocker==2.7.0
prometheus-client==0.17.1
promise==2.3
prompt-toolkit==3.0.39
property-manager==3.0
proto-plus==1.22.3
protobuf==3.20.3
psutil==5.9.5
ptyprocess==0.7.0
pure-eval==0.2.2
py-cpuinfo==9.0.0
py-spy==0.3.14
py3nvml==0.2.7
py4j==0.10.9.5
pyaml==23.7.0
pyarrow==12.0.1
pyasn1==0.5.0
pyasn1-modules==0.3.0
pycosat==0.6.4
pycparser==2.21
pydantic==1.10.11
pyDeprecate==0.3.2
pygame==2.1.2
pyglet==1.5.15
Pygments==2.15.1
PyJWT==2.8.0
pymars==0.10.0
pymoo==0.6.0.1
pymunk==6.2.1
PyNaCl==1.5.0
PyOpenGL==3.1.7
pyOpenSSL==23.0.0
pyparsing==3.0.9
pypng==0.20220715.0
pyproject_hooks==1.0.0
pyro-api==0.1.2
pyro-ppl==1.8.4
Pyro4==4.82
PySocks==1.7.1
pyspark==3.3.2
pytest==7.4.0
pytest-remotedata==0.3.2
python-dateutil==2.8.2
python-json-logger==2.0.7
pytorch-lightning==1.6.5
pytz==2023.3
pyu2f==0.1.5
PyWavelets==1.4.1
PyYAML==5.3.1
pyzmq==25.1.0
querystring-parser==1.2.4
ray==2.6.0
ray-cpp==2.6.0
raydp==1.6.0b20230711.dev0
recsim==0.2.4
redis==3.5.3
referencing==0.30.0
regex==2023.6.3
requests==2.31.0
requests-oauthlib==1.3.1
requests-toolbelt==1.0.0
responses==0.13.4
RestrictedPython==6.1
retry-decorator==1.1.1
rfc3339-validator==0.1.4
rfc3986-validator==0.1.1
rich==12.0.1
rpds-py==0.9.2
rsa==4.7.2
ruamel.yaml==0.17.21
ruamel.yaml.clib==0.2.6
s3fs==2023.5.0
s3transfer==0.6.1
safetensors==0.3.1
scikit-image==0.21.0
scikit-learn==1.3.0
scikit-optimize==0.9.0
scipy==1.11.1
segment-analytics-python==2.2.3
semantic-version==2.10.0
Send2Trash==1.8.2
sentencepiece==0.1.96
sentry-sdk==1.28.1
serpent==1.41
setproctitle==1.3.2
setuptools==67.8.0
shortuuid==1.0.1
sigopt==7.5.0
six==1.13.0
smart-open==6.3.0
smmap==5.0.0
sniffio==1.3.0
sortedcontainers==2.4.0
soupsieve==2.4.1
spinners==0.0.24
SQLAlchemy==1.4.17
sqlparse==0.4.4
stack-data==0.6.2
starlette==0.27.0
statsmodels==0.14.0
SuperSuit==3.7.0
sympy==1.12
tabulate==0.9.0
tblib==2.0.0
tenacity==8.2.2
tensorboard==2.11.2
tensorboard-data-server==0.6.1
tensorboard-plugin-wit==1.8.1
tensorboardX==2.6
tensorflow==2.11.0
tensorflow-datasets==4.9.0
tensorflow-estimator==2.11.0
tensorflow-io-gcs-filesystem==0.32.0
tensorflow-metadata==1.13.0
tensorflow-probability==0.19.0
tensorstore==0.1.40
termcolor==2.3.0
terminado==0.10.1
tf-slim==1.1.0
tf2onnx==1.13.0
threadpoolctl==3.2.0
tifffile==2023.7.10
timm==0.9.2
tinycss2==1.2.1
tinyscaler==1.2.6
tokenizers==0.12.1
toml==0.10.2
tomli==2.0.1
toolz==0.12.0
torch==1.13.0+cu116
torch-cluster==1.6.0+pt113cu116
torch-geometric==2.1.0
torch-scatter==2.1.0+pt113cu116
torch-sparse==0.6.15+pt113cu116
torch-spline-conv==1.2.1+pt113cu116
torchmetrics==0.9.3
torchtext==0.14.0
torchvision==0.14.0+cu116
tornado==6.1
tqdm==4.65.0
traitlets==5.9.0
transformers==4.19.1
tune-sklearn==0.4.6
typeguard==2.13.3
typer==0.9.0
typing_extensions==4.7.1
tzdata==2023.3
tzlocal==5.0.1
uri-template==1.3.0
uritemplate==3.0.1
urllib3==1.26.16
uvicorn==0.23.1
uvloop==0.17.0
verboselogs==1.7
virtualenv==20.21.0
wandb==0.13.4
wcwidth==0.2.6
webcolors==1.13
webencodings==0.5.1
websocket-client==1.6.1
Werkzeug==2.3.6
wheel==0.37.1
widgetsnbextension==4.0.8
wrapt==1.15.0
wurlitzer==3.0.3
xgboost==1.7.6
xgboost-ray==0.1.15
xmltodict==0.13.0
xxhash==3.2.0
y-py==0.6.0
yacs==0.1.8
yarl==1.9.2
ypy-websocket==0.8.4
zict==3.0.0
zipp==3.11.0
zoopt==0.4.1

Ray 2.6.0, ML libraries, GPU support​

The base image anyscale/ray-ml:2.6.0-py310-gpu contains the following packages:

about-time==4.2.1
absl-py==1.4.0
accelerate==0.20.3
adal==1.2.7
aim==3.17.5
aim-ui==3.17.5
aimrecords==0.0.7
aimrocks==0.4.0
aioboto3==11.2.0
aiobotocore==2.5.0
aiofiles==22.1.0
aiohttp==3.8.5
aiohttp-cors==0.7.0
aioitertools==0.11.0
aiorwlock==1.3.0
aiosignal==1.3.1
aiosqlite==0.19.0
ale-py==0.8.1
alembic==1.11.1
alive-progress==3.1.4
anyio==3.7.1
anyscale==0.5.129
applicationinsights==0.11.10
argcomplete==1.12.3
argon2-cffi==21.3.0
argon2-cffi-bindings==21.2.0
array-record==0.4.0
arrow==1.2.3
asttokens==2.2.1
astunparse==1.6.3
async-timeout==4.0.2
attrs==23.1.0
autocfg==0.0.8
autograd==1.6.2
AutoROM==0.6.1
AutoROM.accept-rom-license==0.6.1
awscli==1.27.105
awscliv2==2.2.0
ax-platform==0.3.2
azure-cli-core==2.40.0
azure-cli-telemetry==1.0.8
azure-common==1.1.28
azure-core==1.28.0
azure-identity==1.10.0
azure-mgmt-compute==23.1.0
azure-mgmt-core==1.4.0
azure-mgmt-network==19.0.0
azure-mgmt-resource==20.0.0
Babel==2.12.1
backcall==0.2.0
backoff==1.10.0
base58==2.0.1
bayesian-optimization==1.4.3
bcrypt==4.0.1
beautifulsoup4==4.12.2
bleach==6.0.0
blessed==1.20.0
blinker==1.6.2
bokeh==2.4.3
boltons==23.0.0
boto==2.49.0
boto3==1.26.76
botocore==1.29.105
botorch==0.8.5
brotlipy==0.7.0
build==0.10.0
cachetools==5.3.1
catboost==1.2
certifi==2023.5.7
cffi==1.15.1
charset-normalizer==2.0.4
chess==1.7.0
chex==0.1.81
click==8.1.6
cloudpickle==2.2.1
cma==3.2.2
cmaes==0.10.0
colorama==0.4.4
coloredlogs==15.0.1
colorful==0.5.5
colorlog==6.7.0
comet-ml==3.31.9
comm==0.1.3
commonmark==0.9.1
conda==23.5.2
conda-content-trust==0.1.3
conda-package-handling==1.9.0
configobj==5.0.8
ConfigSpace==0.7.1
contourpy==1.1.0
crc32c==2.3
crcmod==1.7
cryptography==38.0.1
cycler==0.11.0
Cython==0.29.32
dask==2022.10.1
databricks-cli==0.17.7
datasets==2.0.0
debugpy==1.6.7
decorator==5.1.1
deepspeed==0.8.3
defusedxml==0.7.1
Deprecated==1.2.14
dill==0.3.6
distlib==0.3.7
distributed==2022.10.1
dm-tree==0.1.8
docker==6.1.3
docker-pycreds==0.4.0
docutils==0.16
dopamine-rl==4.0.5
dragonfly-opt==0.1.7
dulwich==0.21.5
entrypoints==0.4
etils==1.3.0
evaluate==0.4.0
everett==3.2.0
exceptiongroup==1.1.2
executing==1.2.0
executor==23.2
fairscale==0.4.6
fastapi==0.100.0
fasteners==0.18
fastjsonschema==2.17.1
filelock==3.12.2
FLAML==1.1.1
Flask==2.3.2
Flask-Cors==4.0.0
flatbuffers==2.0.7
flax==0.7.0
flit_core==3.6.0
fonttools==4.41.0
fqdn==1.5.1
frozenlist==1.4.0
fsspec==2023.5.0
future==0.18.3
gast==0.4.0
gcs-oauth2-boto-plugin==3.0
gin-config==0.5.0
gitdb==4.0.10
GitPython==3.1.32
glfw==2.6.2
gluoncv==0.10.5.post0
google-api-core==2.11.1
google-api-python-client==1.7.8
google-apitools==0.5.32
google-auth==2.22.0
google-auth-httplib2==0.1.0
google-auth-oauthlib==0.4.6
google-cloud-common==1.2.0
google-cloud-compute==1.13.0
google-cloud-core==2.3.3
google-cloud-filestore==1.6.1
google-cloud-resource-manager==1.10.2
google-cloud-secret-manager==2.16.2
google-cloud-storage==2.10.0
google-crc32c==1.5.0
google-oauth==1.0.1
google-pasta==0.2.0
google-reauth==0.1.1
google-resumable-media==2.5.0
googleapis-common-protos==1.59.1
gpustat==1.1
GPy==1.10.0
gpytorch==1.10
grapheme==0.6.0
graphviz==0.8.4
greenlet==2.0.2
grpc-google-iam-v1==0.12.6
grpcio==1.56.2
grpcio-status==1.48.2
grpcio-tools==1.56.2
gsutil==5.25
gunicorn==20.1.0
gym==0.26.2
gym-notices==0.0.8
Gymnasium==0.26.3
gymnasium-notices==0.0.1
h11==0.14.0
h5py==3.7.0
halo==0.0.31
HEBO==0.3.5
higher==0.2.1
hjson==3.1.0
hpbandster==0.7.4
httplib2==0.20.4
huggingface-hub==0.16.4
humanfriendly==10.0
humanize==4.7.0
hyperopt==0.2.7
idna==3.4
imageio==2.31.1
imageio-ffmpeg==0.4.5
importlib-metadata==6.8.0
importlib-resources==6.0.0
iniconfig==2.0.0
ipykernel==6.24.0
ipython==8.14.0
ipython-genutils==0.2.0
ipywidgets==8.0.6
isodate==0.6.1
isoduration==20.11.0
itsdangerous==2.1.2
jax==0.4.13
jaxlib==0.4.13
jedi==0.18.2
Jinja2==3.1.2
jmespath==1.0.1
joblib==1.3.1
json5==0.9.14
jsonpatch==1.32
jsonpointer==2.1
jsonschema==4.18.4
jsonschema-specifications==2023.7.1
jupyter-client==7.3.4
jupyter_core==5.3.1
jupyter-events==0.6.3
jupyter-server==1.24.0
jupyter_server_fileid==0.9.0
jupyter_server_ydoc==0.6.1
jupyter-ydoc==0.2.5
jupyterlab==3.6.1
jupyterlab-pygments==0.2.2
jupyterlab_server==2.23.0
jupyterlab-widgets==3.0.8
kaggle-environments==1.7.11
keras==2.11.0
kiwisolver==1.4.4
knack==0.10.1
lazy_loader==0.3
libclang==16.0.6
lightgbm==3.3.5
lightgbm-ray==0.1.8
lightning-bolts==0.4.0
linear-operator==0.4.0
locket==1.0.0
log-symbols==0.0.14
lz4==4.3.2
Mako==1.2.4
Markdown==3.4.3
markdown-it-py==3.0.0
MarkupSafe==2.1.3
matplotlib==3.7.2
matplotlib-inline==0.1.6
mdurl==0.1.2
minigrid==2.1.1
mistune==3.0.1
ml-dtypes==0.2.0
mlagents-envs==0.28.0
mlflow==2.4.1
modin==0.22.2
monotonic==1.6
more-itertools==9.1.0
mpmath==1.3.0
msal==1.18.0b1
msal-extensions==1.0.0
msgpack==1.0.5
msgpack-numpy==0.4.8
msrest==0.7.1
msrestazure==0.6.4
mujoco==2.2.0
mujoco-py==2.1.2.14
multidict==6.0.4
multipledispatch==1.0.0
multiprocess==0.70.14
mxnet==1.9.1
nbclassic==1.0.0
nbclient==0.8.0
nbconvert==7.7.2
nbformat==5.9.1
nest-asyncio==1.5.6
netifaces==0.11.0
networkx==3.1
nevergrad==0.4.3.post7
ninja==1.11.1
notebook==6.5.4
notebook_shim==0.2.3
numexpr==2.8.4
numpy==1.25.1
nvidia-ml-py==12.535.77
oauth2client==4.1.3
oauthlib==3.2.2
onnx==1.12.0
onnxruntime==1.14.1
open-spiel==1.2
opencensus==0.11.2
opencensus-context==0.1.3
opencv-python==4.8.0.74
opentelemetry-api==1.1.0
opentelemetry-exporter-otlp==1.1.0
opentelemetry-exporter-otlp-proto-common==1.19.0
opentelemetry-exporter-otlp-proto-grpc==1.1.0
opentelemetry-exporter-otlp-proto-http==1.19.0
opentelemetry-proto==1.1.0
opentelemetry-sdk==1.1.0
opentelemetry-semantic-conventions==0.20b0
opt-einsum==3.3.0
optax==0.1.5
optuna==3.2.0
orbax-checkpoint==0.2.7
packaging==23.1
pandas==1.5.3
pandocfilters==1.5.0
paramiko==2.12.0
paramz==0.9.5
parso==0.8.3
partd==1.4.0
pathspec==0.11.1
pathtools==0.1.2
patsy==0.5.3
PettingZoo==1.22.1
pexpect==4.8.0
pickleshare==0.7.5
Pillow==10.0.0
pip==23.1.2
pip-tools==7.1.0
pkginfo==1.9.6
platformdirs==3.9.1
plotly==5.15.0
pluggy==1.0.0
portalocker==2.7.0
prometheus-client==0.17.1
promise==2.3
prompt-toolkit==3.0.39
property-manager==3.0
proto-plus==1.22.3
protobuf==3.20.3
psutil==5.9.5
ptyprocess==0.7.0
pure-eval==0.2.2
py-cpuinfo==9.0.0
py-spy==0.3.14
py3nvml==0.2.7
py4j==0.10.9.5
pyaml==23.7.0
pyarrow==12.0.1
pyasn1==0.5.0
pyasn1-modules==0.3.0
pycosat==0.6.4
pycparser==2.21
pydantic==1.10.11
pyDeprecate==0.3.2
pygame==2.1.2
pyglet==1.5.15
Pygments==2.15.1
PyJWT==2.8.0
pymars==0.10.0
pymoo==0.6.0.1
pymunk==6.2.1
PyNaCl==1.5.0
PyOpenGL==3.1.7
pyOpenSSL==23.0.0
pyparsing==3.0.9
pypng==0.20220715.0
pyproject_hooks==1.0.0
pyro-api==0.1.2
pyro-ppl==1.8.4
Pyro4==4.82
PySocks==1.7.1
pyspark==3.3.2
pytest==7.4.0
pytest-remotedata==0.3.2
python-dateutil==2.8.2
python-json-logger==2.0.7
pytorch-lightning==1.6.5
pytz==2023.3
pyu2f==0.1.5
PyWavelets==1.4.1
PyYAML==5.3.1
pyzmq==25.1.0
querystring-parser==1.2.4
ray==2.6.0
ray-cpp==2.6.0
raydp==1.6.0b20230711.dev0
recsim==0.2.4
redis==3.5.3
referencing==0.30.0
regex==2023.6.3
requests==2.31.0
requests-oauthlib==1.3.1
requests-toolbelt==1.0.0
responses==0.13.4
RestrictedPython==6.1
retry-decorator==1.1.1
rfc3339-validator==0.1.4
rfc3986-validator==0.1.1
rich==12.0.1
rpds-py==0.9.2
rsa==4.7.2
ruamel.yaml==0.17.21
ruamel.yaml.clib==0.2.6
s3fs==2023.5.0
s3transfer==0.6.1
safetensors==0.3.1
scikit-image==0.21.0
scikit-learn==1.3.0
scikit-optimize==0.9.0
scipy==1.11.1
segment-analytics-python==2.2.3
semantic-version==2.10.0
Send2Trash==1.8.2
sentencepiece==0.1.96
sentry-sdk==1.28.1
serpent==1.41
setproctitle==1.3.2
setuptools==67.8.0
shortuuid==1.0.1
sigopt==7.5.0
six==1.13.0
smart-open==6.3.0
smmap==5.0.0
sniffio==1.3.0
sortedcontainers==2.4.0
soupsieve==2.4.1
spinners==0.0.24
SQLAlchemy==1.4.17
sqlparse==0.4.4
stack-data==0.6.2
starlette==0.27.0
statsmodels==0.14.0
SuperSuit==3.7.0
sympy==1.12
tabulate==0.9.0
tblib==2.0.0
tenacity==8.2.2
tensorboard==2.11.2
tensorboard-data-server==0.6.1
tensorboard-plugin-wit==1.8.1
tensorboardX==2.6
tensorflow==2.11.0
tensorflow-datasets==4.9.0
tensorflow-estimator==2.11.0
tensorflow-io-gcs-filesystem==0.32.0
tensorflow-metadata==1.13.0
tensorflow-probability==0.19.0
tensorstore==0.1.40
termcolor==2.3.0
terminado==0.10.1
tf-slim==1.1.0
tf2onnx==1.13.0
threadpoolctl==3.2.0
tifffile==2023.7.10
timm==0.9.2
tinycss2==1.2.1
tinyscaler==1.2.6
tokenizers==0.12.1
toml==0.10.2
tomli==2.0.1
toolz==0.12.0
torch==1.13.0+cu116
torch-cluster==1.6.0+pt113cu116
torch-geometric==2.1.0
torch-scatter==2.1.0+pt113cu116
torch-sparse==0.6.15+pt113cu116
torch-spline-conv==1.2.1+pt113cu116
torchmetrics==0.9.3
torchtext==0.14.0
torchvision==0.14.0+cu116
tornado==6.1
tqdm==4.65.0
traitlets==5.9.0
transformers==4.19.1
tune-sklearn==0.4.6
typeguard==2.13.3
typer==0.9.0
typing_extensions==4.7.1
tzdata==2023.3
tzlocal==5.0.1
uri-template==1.3.0
uritemplate==3.0.1
urllib3==1.26.16
uvicorn==0.23.1
uvloop==0.17.0
verboselogs==1.7
virtualenv==20.21.0
wandb==0.13.4
wcwidth==0.2.6
webcolors==1.13
webencodings==0.5.1
websocket-client==1.6.1
Werkzeug==2.3.6
wheel==0.37.1
widgetsnbextension==4.0.8
wrapt==1.15.0
wurlitzer==3.0.3
xgboost==1.7.6
xgboost-ray==0.1.15
xmltodict==0.13.0
xxhash==3.2.0
y-py==0.6.0
yacs==0.1.8
yarl==1.9.2
ypy-websocket==0.8.4
zict==3.0.0
zipp==3.11.0
zoopt==0.4.1

Ray 2.6.0, CUDA version 11.8​

The base image anyscale/ray:2.6.0-py310-cu118 contains the following packages:

adal==1.2.7
aiofiles==22.1.0
aiohttp==3.8.5
aiohttp-cors==0.7.0
aiorwlock==1.3.0
aiosignal==1.3.1
aiosqlite==0.19.0
anyio==3.7.1
anyscale==0.5.129
applicationinsights==0.11.10
argcomplete==1.12.3
argon2-cffi==21.3.0
argon2-cffi-bindings==21.2.0
arrow==1.2.3
asttokens==2.2.1
async-timeout==4.0.2
attrs==23.1.0
awscli==1.27.105
awscliv2==2.2.0
azure-cli-core==2.40.0
azure-cli-telemetry==1.0.8
azure-common==1.1.28
azure-core==1.28.0
azure-identity==1.10.0
azure-mgmt-compute==23.1.0
azure-mgmt-core==1.4.0
azure-mgmt-network==19.0.0
azure-mgmt-resource==20.0.0
Babel==2.12.1
backcall==0.2.0
backoff==1.10.0
bcrypt==4.0.1
beautifulsoup4==4.12.2
bleach==6.0.0
blessed==1.20.0
boltons==23.0.0
boto3==1.26.76
botocore==1.29.105
brotlipy==0.7.0
cachetools==5.3.1
certifi==2023.5.7
cffi==1.15.1
charset-normalizer==2.0.4
click==8.1.6
cloudpickle==2.2.1
colorama==0.4.4
coloredlogs==15.0.1
colorful==0.5.5
comm==0.1.3
conda==23.5.2
conda-content-trust==0.1.3
conda-package-handling==1.9.0
cryptography==38.0.1
Cython==0.29.32
debugpy==1.6.7
decorator==5.1.1
defusedxml==0.7.1
Deprecated==1.2.14
distlib==0.3.7
dm-tree==0.1.8
docutils==0.16
exceptiongroup==1.1.2
executing==1.2.0
executor==23.2
fastapi==0.100.0
fasteners==0.18
fastjsonschema==2.17.1
filelock==3.12.2
flatbuffers==23.5.26
flit_core==3.6.0
fqdn==1.5.1
frozenlist==1.4.0
fsspec==2023.6.0
gitdb==4.0.10
GitPython==3.1.32
google-api-core==2.11.1
google-api-python-client==1.7.8
google-auth==2.22.0
google-auth-httplib2==0.1.0
google-cloud-common==1.2.0
google-cloud-compute==1.13.0
google-cloud-core==2.3.3
google-cloud-filestore==1.6.1
google-cloud-resource-manager==1.10.2
google-cloud-secret-manager==2.16.2
google-cloud-storage==2.10.0
google-crc32c==1.5.0
google-oauth==1.0.1
google-resumable-media==2.5.0
googleapis-common-protos==1.59.1
gpustat==1.1
grpc-google-iam-v1==0.12.6
grpcio==1.56.2
grpcio-status==1.48.2
grpcio-tools==1.56.2
Gymnasium==0.26.3
gymnasium-notices==0.0.1
h11==0.14.0
halo==0.0.31
httplib2==0.22.0
humanfriendly==10.0
humanize==4.7.0
idna==3.4
imageio==2.31.1
importlib-metadata==6.8.0
importlib-resources==6.0.0
ipykernel==6.24.0
ipython==8.14.0
ipython-genutils==0.2.0
ipywidgets==8.0.6
isodate==0.6.1
isoduration==20.11.0
jedi==0.18.2
Jinja2==3.1.2
jmespath==1.0.1
json5==0.9.14
jsonpatch==1.32
jsonpointer==2.1
jsonschema==4.18.4
jsonschema-specifications==2023.7.1
jupyter_client==8.3.0
jupyter_core==5.3.1
jupyter-events==0.6.3
jupyter_server==2.7.0
jupyter_server_fileid==0.9.0
jupyter_server_terminals==0.4.4
jupyter_server_ydoc==0.6.1
jupyter-ydoc==0.2.5
jupyterlab==3.6.1
jupyterlab-pygments==0.2.2
jupyterlab_server==2.23.0
jupyterlab-widgets==3.0.8
knack==0.10.1
lazy_loader==0.3
log-symbols==0.0.14
lz4==4.3.2
markdown-it-py==3.0.0
MarkupSafe==2.1.3
matplotlib-inline==0.1.6
mdurl==0.1.2
mistune==3.0.1
msal==1.18.0b1
msal-extensions==1.0.0
msgpack==1.0.5
msrest==0.7.1
msrestazure==0.6.4
multidict==6.0.4
nbclassic==1.0.0
nbclient==0.8.0
nbconvert==7.7.2
nbformat==5.9.1
nest-asyncio==1.5.6
networkx==3.1
notebook==6.5.4
notebook_shim==0.2.3
numpy==1.25.1
nvidia-ml-py==12.535.77
oauth2client==4.1.3
oauthlib==3.2.2
opencensus==0.11.2
opencensus-context==0.1.3
opentelemetry-api==1.1.0
opentelemetry-exporter-otlp==1.1.0
opentelemetry-exporter-otlp-proto-common==1.19.0
opentelemetry-exporter-otlp-proto-grpc==1.1.0
opentelemetry-exporter-otlp-proto-http==1.19.0
opentelemetry-proto==1.1.0
opentelemetry-sdk==1.1.0
opentelemetry-semantic-conventions==0.20b0
overrides==7.3.1
packaging==21.3
pandas==2.0.3
pandocfilters==1.5.0
paramiko==2.12.0
parso==0.8.3
pathspec==0.11.1
pexpect==4.8.0
pickleshare==0.7.5
Pillow==10.0.0
pip==23.1.2
pkginfo==1.9.6
platformdirs==3.9.1
pluggy==1.0.0
portalocker==2.7.0
prometheus-client==0.17.1
prompt-toolkit==3.0.39
property-manager==3.0
proto-plus==1.22.3
protobuf==3.20.3
psutil==5.9.5
ptyprocess==0.7.0
pure-eval==0.2.2
py-spy==0.3.14
pyarrow==12.0.1
pyasn1==0.5.0
pyasn1-modules==0.3.0
pycosat==0.6.4
pycparser==2.21
pydantic==1.10.11
Pygments==2.15.1
PyJWT==2.8.0
PyNaCl==1.5.0
pyOpenSSL==23.0.0
pyparsing==3.1.0
PySocks==1.7.1
python-dateutil==2.8.2
python-json-logger==2.0.7
pytz==2023.3
PyWavelets==1.4.1
PyYAML==5.3.1
pyzmq==25.1.0
ray==2.6.0
ray-cpp==2.6.0
redis==3.5.3
referencing==0.30.0
requests==2.29.0
requests-oauthlib==1.3.1
rfc3339-validator==0.1.4
rfc3986-validator==0.1.1
rich==13.4.2
rpds-py==0.9.2
rsa==4.7.2
ruamel.yaml==0.17.21
ruamel.yaml.clib==0.2.6
s3transfer==0.6.1
scikit-image==0.21.0
scipy==1.11.1
Send2Trash==1.8.2
setuptools==67.8.0
six==1.13.0
smart-open==6.3.0
smmap==5.0.0
sniffio==1.3.0
soupsieve==2.4.1
spinners==0.0.24
stack-data==0.6.2
starlette==0.27.0
tabulate==0.9.0
tensorboardX==2.6.1
termcolor==2.3.0
terminado==0.10.1
tifffile==2023.7.10
tinycss2==1.2.1
tomli==2.0.1
toolz==0.12.0
tornado==6.3.2
tqdm==4.65.0
traitlets==5.9.0
typer==0.9.0
typing_extensions==4.7.1
tzdata==2023.3
tzlocal==5.0.1
uri-template==1.3.0
uritemplate==3.0.1
urllib3==1.26.16
uvicorn==0.23.1
verboselogs==1.7
virtualenv==20.21.0
wcwidth==0.2.6
webcolors==1.13
webencodings==0.5.1
websocket-client==1.6.1
wheel==0.37.1
widgetsnbextension==4.0.8
wrapt==1.15.0
y-py==0.6.0
yarl==1.9.2
ypy-websocket==0.8.4
zipp==3.11.0

Ray 2.6.0, CUDA version 11.7​

The base image anyscale/ray:2.6.0-py310-cu117 contains the following packages:

adal==1.2.7
aiofiles==22.1.0
aiohttp==3.8.5
aiohttp-cors==0.7.0
aiorwlock==1.3.0
aiosignal==1.3.1
aiosqlite==0.19.0
anyio==3.7.1
anyscale==0.5.129
applicationinsights==0.11.10
argcomplete==1.12.3
argon2-cffi==21.3.0
argon2-cffi-bindings==21.2.0
arrow==1.2.3
asttokens==2.2.1
async-timeout==4.0.2
attrs==23.1.0
awscli==1.27.105
awscliv2==2.2.0
azure-cli-core==2.40.0
azure-cli-telemetry==1.0.8
azure-common==1.1.28
azure-core==1.28.0
azure-identity==1.10.0
azure-mgmt-compute==23.1.0
azure-mgmt-core==1.4.0
azure-mgmt-network==19.0.0
azure-mgmt-resource==20.0.0
Babel==2.12.1
backcall==0.2.0
backoff==1.10.0
bcrypt==4.0.1
beautifulsoup4==4.12.2
bleach==6.0.0
blessed==1.20.0
boltons==23.0.0
boto3==1.26.76
botocore==1.29.105
brotlipy==0.7.0
cachetools==5.3.1
certifi==2023.5.7
cffi==1.15.1
charset-normalizer==2.0.4
click==8.1.6
cloudpickle==2.2.1
colorama==0.4.4
coloredlogs==15.0.1
colorful==0.5.5
comm==0.1.3
conda==23.5.2
conda-content-trust==0.1.3
conda-package-handling==1.9.0
cryptography==38.0.1
Cython==0.29.32
debugpy==1.6.7
decorator==5.1.1
defusedxml==0.7.1
Deprecated==1.2.14
distlib==0.3.7
dm-tree==0.1.8
docutils==0.16
exceptiongroup==1.1.2
executing==1.2.0
executor==23.2
fastapi==0.100.0
fasteners==0.18
fastjsonschema==2.17.1
filelock==3.12.2
flatbuffers==23.5.26
flit_core==3.6.0
fqdn==1.5.1
frozenlist==1.4.0
fsspec==2023.6.0
gitdb==4.0.10
GitPython==3.1.32
google-api-core==2.11.1
google-api-python-client==1.7.8
google-auth==2.22.0
google-auth-httplib2==0.1.0
google-cloud-common==1.2.0
google-cloud-compute==1.13.0
google-cloud-core==2.3.3
google-cloud-filestore==1.6.1
google-cloud-resource-manager==1.10.2
google-cloud-secret-manager==2.16.2
google-cloud-storage==2.10.0
google-crc32c==1.5.0
google-oauth==1.0.1
google-resumable-media==2.5.0
googleapis-common-protos==1.59.1
gpustat==1.1
grpc-google-iam-v1==0.12.6
grpcio==1.56.2
grpcio-status==1.48.2
grpcio-tools==1.56.2
Gymnasium==0.26.3
gymnasium-notices==0.0.1
h11==0.14.0
halo==0.0.31
httplib2==0.22.0
humanfriendly==10.0
humanize==4.7.0
idna==3.4
imageio==2.31.1
importlib-metadata==6.8.0
importlib-resources==6.0.0
ipykernel==6.24.0
ipython==8.14.0
ipython-genutils==0.2.0
ipywidgets==8.0.6
isodate==0.6.1
isoduration==20.11.0
jedi==0.18.2
Jinja2==3.1.2
jmespath==1.0.1
json5==0.9.14
jsonpatch==1.32
jsonpointer==2.1
jsonschema==4.18.4
jsonschema-specifications==2023.7.1
jupyter_client==8.3.0
jupyter_core==5.3.1
jupyter-events==0.6.3
jupyter_server==2.7.0
jupyter_server_fileid==0.9.0
jupyter_server_terminals==0.4.4
jupyter_server_ydoc==0.6.1
jupyter-ydoc==0.2.5
jupyterlab==3.6.1
jupyterlab-pygments==0.2.2
jupyterlab_server==2.23.0
jupyterlab-widgets==3.0.8
knack==0.10.1
lazy_loader==0.3
log-symbols==0.0.14
lz4==4.3.2
markdown-it-py==3.0.0
MarkupSafe==2.1.3
matplotlib-inline==0.1.6
mdurl==0.1.2
mistune==3.0.1
msal==1.18.0b1
msal-extensions==1.0.0
msgpack==1.0.5
msrest==0.7.1
msrestazure==0.6.4
multidict==6.0.4
nbclassic==1.0.0
nbclient==0.8.0
nbconvert==7.7.2
nbformat==5.9.1
nest-asyncio==1.5.6
networkx==3.1
notebook==6.5.4
notebook_shim==0.2.3
numpy==1.25.1
nvidia-ml-py==12.535.77
oauth2client==4.1.3
oauthlib==3.2.2
opencensus==0.11.2
opencensus-context==0.1.3
opentelemetry-api==1.1.0
opentelemetry-exporter-otlp==1.1.0
opentelemetry-exporter-otlp-proto-common==1.19.0
opentelemetry-exporter-otlp-proto-grpc==1.1.0
opentelemetry-exporter-otlp-proto-http==1.19.0
opentelemetry-proto==1.1.0
opentelemetry-sdk==1.1.0
opentelemetry-semantic-conventions==0.20b0
overrides==7.3.1
packaging==21.3
pandas==2.0.3
pandocfilters==1.5.0
paramiko==2.12.0
parso==0.8.3
pathspec==0.11.1
pexpect==4.8.0
pickleshare==0.7.5
Pillow==10.0.0
pip==23.1.2
pkginfo==1.9.6
platformdirs==3.9.1
pluggy==1.0.0
portalocker==2.7.0
prometheus-client==0.17.1
prompt-toolkit==3.0.39
property-manager==3.0
proto-plus==1.22.3
protobuf==3.20.3
psutil==5.9.5
ptyprocess==0.7.0
pure-eval==0.2.2
py-spy==0.3.14
pyarrow==12.0.1
pyasn1==0.5.0
pyasn1-modules==0.3.0
pycosat==0.6.4
pycparser==2.21
pydantic==1.10.11
Pygments==2.15.1
PyJWT==2.8.0
PyNaCl==1.5.0
pyOpenSSL==23.0.0
pyparsing==3.1.0
PySocks==1.7.1
python-dateutil==2.8.2
python-json-logger==2.0.7
pytz==2023.3
PyWavelets==1.4.1
PyYAML==5.3.1
pyzmq==25.1.0
ray==2.6.0
ray-cpp==2.6.0
redis==3.5.3
referencing==0.30.0
requests==2.29.0
requests-oauthlib==1.3.1
rfc3339-validator==0.1.4
rfc3986-validator==0.1.1
rich==13.4.2
rpds-py==0.9.2
rsa==4.7.2
ruamel.yaml==0.17.21
ruamel.yaml.clib==0.2.6
s3transfer==0.6.1
scikit-image==0.21.0
scipy==1.11.1
Send2Trash==1.8.2
setuptools==67.8.0
six==1.13.0
smart-open==6.3.0
smmap==5.0.0
sniffio==1.3.0
soupsieve==2.4.1
spinners==0.0.24
stack-data==0.6.2
starlette==0.27.0
tabulate==0.9.0
tensorboardX==2.6.1
termcolor==2.3.0
terminado==0.10.1
tifffile==2023.7.10
tinycss2==1.2.1
tomli==2.0.1
toolz==0.12.0
tornado==6.3.2
tqdm==4.65.0
traitlets==5.9.0
typer==0.9.0
typing_extensions==4.7.1
tzdata==2023.3
tzlocal==5.0.1
uri-template==1.3.0
uritemplate==3.0.1
urllib3==1.26.16
uvicorn==0.23.1
verboselogs==1.7
virtualenv==20.21.0
wcwidth==0.2.6
webcolors==1.13
webencodings==0.5.1
websocket-client==1.6.1
wheel==0.37.1
widgetsnbextension==4.0.8
wrapt==1.15.0
y-py==0.6.0
yarl==1.9.2
ypy-websocket==0.8.4
zipp==3.11.0

Ray 2.6.0, CUDA version 11.6​

The base image anyscale/ray:2.6.0-py310-cu116 contains the following packages:

adal==1.2.7
aiofiles==22.1.0
aiohttp==3.8.5
aiohttp-cors==0.7.0
aiorwlock==1.3.0
aiosignal==1.3.1
aiosqlite==0.19.0
anyio==3.7.1
anyscale==0.5.129
applicationinsights==0.11.10
argcomplete==1.12.3
argon2-cffi==21.3.0
argon2-cffi-bindings==21.2.0
arrow==1.2.3
asttokens==2.2.1
async-timeout==4.0.2
attrs==23.1.0
awscli==1.27.105
awscliv2==2.2.0
azure-cli-core==2.40.0
azure-cli-telemetry==1.0.8
azure-common==1.1.28
azure-core==1.28.0
azure-identity==1.10.0
azure-mgmt-compute==23.1.0
azure-mgmt-core==1.4.0
azure-mgmt-network==19.0.0
azure-mgmt-resource==20.0.0
Babel==2.12.1
backcall==0.2.0
backoff==1.10.0
bcrypt==4.0.1
beautifulsoup4==4.12.2
bleach==6.0.0
blessed==1.20.0
boltons==23.0.0
boto3==1.26.76
botocore==1.29.105
brotlipy==0.7.0
cachetools==5.3.1
certifi==2023.5.7
cffi==1.15.1
charset-normalizer==2.0.4
click==8.1.6
cloudpickle==2.2.1
colorama==0.4.4
coloredlogs==15.0.1
colorful==0.5.5
comm==0.1.3
conda==23.5.2
conda-content-trust==0.1.3
conda-package-handling==1.9.0
cryptography==38.0.1
Cython==0.29.32
debugpy==1.6.7
decorator==5.1.1
defusedxml==0.7.1
Deprecated==1.2.14
distlib==0.3.7
dm-tree==0.1.8
docutils==0.16
exceptiongroup==1.1.2
executing==1.2.0
executor==23.2
fastapi==0.100.0
fasteners==0.18
fastjsonschema==2.17.1
filelock==3.12.2
flatbuffers==23.5.26
flit_core==3.6.0
fqdn==1.5.1
frozenlist==1.4.0
fsspec==2023.6.0
gitdb==4.0.10
GitPython==3.1.32
google-api-core==2.11.1
google-api-python-client==1.7.8
google-auth==2.22.0
google-auth-httplib2==0.1.0
google-cloud-common==1.2.0
google-cloud-compute==1.13.0
google-cloud-core==2.3.3
google-cloud-filestore==1.6.1
google-cloud-resource-manager==1.10.2
google-cloud-secret-manager==2.16.2
google-cloud-storage==2.10.0
google-crc32c==1.5.0
google-oauth==1.0.1
google-resumable-media==2.5.0
googleapis-common-protos==1.59.1
gpustat==1.1
grpc-google-iam-v1==0.12.6
grpcio==1.56.2
grpcio-status==1.48.2
grpcio-tools==1.56.2
Gymnasium==0.26.3
gymnasium-notices==0.0.1
h11==0.14.0
halo==0.0.31
httplib2==0.22.0
humanfriendly==10.0
humanize==4.7.0
idna==3.4
imageio==2.31.1
importlib-metadata==6.8.0
importlib-resources==6.0.0
ipykernel==6.24.0
ipython==8.14.0
ipython-genutils==0.2.0
ipywidgets==8.0.6
isodate==0.6.1
isoduration==20.11.0
jedi==0.18.2
Jinja2==3.1.2
jmespath==1.0.1
json5==0.9.14
jsonpatch==1.32
jsonpointer==2.1
jsonschema==4.18.4
jsonschema-specifications==2023.7.1
jupyter_client==8.3.0
jupyter_core==5.3.1
jupyter-events==0.6.3
jupyter_server==2.7.0
jupyter_server_fileid==0.9.0
jupyter_server_terminals==0.4.4
jupyter_server_ydoc==0.6.1
jupyter-ydoc==0.2.5
jupyterlab==3.6.1
jupyterlab-pygments==0.2.2
jupyterlab_server==2.23.0
jupyterlab-widgets==3.0.8
knack==0.10.1
lazy_loader==0.3
log-symbols==0.0.14
lz4==4.3.2
markdown-it-py==3.0.0
MarkupSafe==2.1.3
matplotlib-inline==0.1.6
mdurl==0.1.2
mistune==3.0.1
msal==1.18.0b1
msal-extensions==1.0.0
msgpack==1.0.5
msrest==0.7.1
msrestazure==0.6.4
multidict==6.0.4
nbclassic==1.0.0
nbclient==0.8.0
nbconvert==7.7.2
nbformat==5.9.1
nest-asyncio==1.5.6
networkx==3.1
notebook==6.5.4
notebook_shim==0.2.3
numpy==1.25.1
nvidia-ml-py==12.535.77
oauth2client==4.1.3
oauthlib==3.2.2
opencensus==0.11.2
opencensus-context==0.1.3
opentelemetry-api==1.1.0
opentelemetry-exporter-otlp==1.1.0
opentelemetry-exporter-otlp-proto-common==1.19.0
opentelemetry-exporter-otlp-proto-grpc==1.1.0
opentelemetry-exporter-otlp-proto-http==1.19.0
opentelemetry-proto==1.1.0
opentelemetry-sdk==1.1.0
opentelemetry-semantic-conventions==0.20b0
overrides==7.3.1
packaging==21.3
pandas==2.0.3
pandocfilters==1.5.0
paramiko==2.12.0
parso==0.8.3
pathspec==0.11.1
pexpect==4.8.0
pickleshare==0.7.5
Pillow==10.0.0
pip==23.1.2
pkginfo==1.9.6
platformdirs==3.9.1
pluggy==1.0.0
portalocker==2.7.0
prometheus-client==0.17.1
prompt-toolkit==3.0.39
property-manager==3.0
proto-plus==1.22.3
protobuf==3.20.3
psutil==5.9.5
ptyprocess==0.7.0
pure-eval==0.2.2
py-spy==0.3.14
pyarrow==12.0.1
pyasn1==0.5.0
pyasn1-modules==0.3.0
pycosat==0.6.4
pycparser==2.21
pydantic==1.10.11
Pygments==2.15.1
PyJWT==2.8.0
PyNaCl==1.5.0
pyOpenSSL==23.0.0
pyparsing==3.1.0
PySocks==1.7.1
python-dateutil==2.8.2
python-json-logger==2.0.7
pytz==2023.3
PyWavelets==1.4.1
PyYAML==5.3.1
pyzmq==25.1.0
ray==2.6.0
ray-cpp==2.6.0
redis==3.5.3
referencing==0.30.0
requests==2.29.0
requests-oauthlib==1.3.1
rfc3339-validator==0.1.4
rfc3986-validator==0.1.1
rich==13.4.2
rpds-py==0.9.2
rsa==4.7.2
ruamel.yaml==0.17.21
ruamel.yaml.clib==0.2.6
s3transfer==0.6.1
scikit-image==0.21.0
scipy==1.11.1
Send2Trash==1.8.2
setuptools==67.8.0
six==1.13.0
smart-open==6.3.0
smmap==5.0.0
sniffio==1.3.0
soupsieve==2.4.1
spinners==0.0.24
stack-data==0.6.2
starlette==0.27.0
tabulate==0.9.0
tensorboardX==2.6.1
termcolor==2.3.0
terminado==0.10.1
tifffile==2023.7.10
tinycss2==1.2.1
tomli==2.0.1
toolz==0.12.0
tornado==6.3.2
tqdm==4.65.0
traitlets==5.9.0
typer==0.9.0
typing_extensions==4.7.1
tzdata==2023.3
tzlocal==5.0.1
uri-template==1.3.0
uritemplate==3.0.1
urllib3==1.26.16
uvicorn==0.23.1
verboselogs==1.7
virtualenv==20.21.0
wcwidth==0.2.6
webcolors==1.13
webencodings==0.5.1
websocket-client==1.6.1
wheel==0.37.1
widgetsnbextension==4.0.8
wrapt==1.15.0
y-py==0.6.0
yarl==1.9.2
ypy-websocket==0.8.4
zipp==3.11.0

Ray 2.6.0, CUDA version 11.5​

The base image anyscale/ray:2.6.0-py310-cu115 contains the following packages:

adal==1.2.7
aiofiles==22.1.0
aiohttp==3.8.5
aiohttp-cors==0.7.0
aiorwlock==1.3.0
aiosignal==1.3.1
aiosqlite==0.19.0
anyio==3.7.1
anyscale==0.5.129
applicationinsights==0.11.10
argcomplete==1.12.3
argon2-cffi==21.3.0
argon2-cffi-bindings==21.2.0
arrow==1.2.3
asttokens==2.2.1
async-timeout==4.0.2
attrs==23.1.0
awscli==1.27.105
awscliv2==2.2.0
azure-cli-core==2.40.0
azure-cli-telemetry==1.0.8
azure-common==1.1.28
azure-core==1.28.0
azure-identity==1.10.0
azure-mgmt-compute==23.1.0
azure-mgmt-core==1.4.0
azure-mgmt-network==19.0.0
azure-mgmt-resource==20.0.0
Babel==2.12.1
backcall==0.2.0
backoff==1.10.0
bcrypt==4.0.1
beautifulsoup4==4.12.2
bleach==6.0.0
blessed==1.20.0
boltons==23.0.0
boto3==1.26.76
botocore==1.29.105
brotlipy==0.7.0
cachetools==5.3.1
certifi==2023.5.7
cffi==1.15.1
charset-normalizer==2.0.4
click==8.1.6
cloudpickle==2.2.1
colorama==0.4.4
coloredlogs==15.0.1
colorful==0.5.5
comm==0.1.3
conda==23.5.2
conda-content-trust==0.1.3
conda-package-handling==1.9.0
cryptography==38.0.1
Cython==0.29.32
debugpy==1.6.7
decorator==5.1.1
defusedxml==0.7.1
Deprecated==1.2.14
distlib==0.3.7
dm-tree==0.1.8
docutils==0.16
exceptiongroup==1.1.2
executing==1.2.0
executor==23.2
fastapi==0.100.0
fasteners==0.18
fastjsonschema==2.17.1
filelock==3.12.2
flatbuffers==23.5.26
flit_core==3.6.0
fqdn==1.5.1
frozenlist==1.4.0
fsspec==2023.6.0
gitdb==4.0.10
GitPython==3.1.32
google-api-core==2.11.1
google-api-python-client==1.7.8
google-auth==2.22.0
google-auth-httplib2==0.1.0
google-cloud-common==1.2.0
google-cloud-compute==1.13.0
google-cloud-core==2.3.3
google-cloud-filestore==1.6.1
google-cloud-resource-manager==1.10.2
google-cloud-secret-manager==2.16.2
google-cloud-storage==2.10.0
google-crc32c==1.5.0
google-oauth==1.0.1
google-resumable-media==2.5.0
googleapis-common-protos==1.59.1
gpustat==1.1
grpc-google-iam-v1==0.12.6
grpcio==1.56.2
grpcio-status==1.48.2
grpcio-tools==1.56.2
Gymnasium==0.26.3
gymnasium-notices==0.0.1
h11==0.14.0
halo==0.0.31
httplib2==0.22.0
humanfriendly==10.0
humanize==4.7.0
idna==3.4
imageio==2.31.1
importlib-metadata==6.8.0
importlib-resources==6.0.0
ipykernel==6.24.0
ipython==8.14.0
ipython-genutils==0.2.0
ipywidgets==8.0.6
isodate==0.6.1
isoduration==20.11.0
jedi==0.18.2
Jinja2==3.1.2
jmespath==1.0.1
json5==0.9.14
jsonpatch==1.32
jsonpointer==2.1
jsonschema==4.18.4
jsonschema-specifications==2023.7.1
jupyter_client==8.3.0
jupyter_core==5.3.1
jupyter-events==0.6.3
jupyter_server==2.7.0
jupyter_server_fileid==0.9.0
jupyter_server_terminals==0.4.4
jupyter_server_ydoc==0.6.1
jupyter-ydoc==0.2.5
jupyterlab==3.6.1
jupyterlab-pygments==0.2.2
jupyterlab_server==2.23.0
jupyterlab-widgets==3.0.8
knack==0.10.1
lazy_loader==0.3
log-symbols==0.0.14
lz4==4.3.2
markdown-it-py==3.0.0
MarkupSafe==2.1.3
matplotlib-inline==0.1.6
mdurl==0.1.2
mistune==3.0.1
msal==1.18.0b1
msal-extensions==1.0.0
msgpack==1.0.5
msrest==0.7.1
msrestazure==0.6.4
multidict==6.0.4
nbclassic==1.0.0
nbclient==0.8.0
nbconvert==7.7.2
nbformat==5.9.1
nest-asyncio==1.5.6
networkx==3.1
notebook==6.5.4
notebook_shim==0.2.3
numpy==1.25.1
nvidia-ml-py==12.535.77
oauth2client==4.1.3
oauthlib==3.2.2
opencensus==0.11.2
opencensus-context==0.1.3
opentelemetry-api==1.1.0
opentelemetry-exporter-otlp==1.1.0
opentelemetry-exporter-otlp-proto-common==1.19.0
opentelemetry-exporter-otlp-proto-grpc==1.1.0
opentelemetry-exporter-otlp-proto-http==1.19.0
opentelemetry-proto==1.1.0
opentelemetry-sdk==1.1.0
opentelemetry-semantic-conventions==0.20b0
overrides==7.3.1
packaging==21.3
pandas==2.0.3
pandocfilters==1.5.0
paramiko==2.12.0
parso==0.8.3
pathspec==0.11.1
pexpect==4.8.0
pickleshare==0.7.5
Pillow==10.0.0
pip==23.1.2
pkginfo==1.9.6
platformdirs==3.9.1
pluggy==1.0.0
portalocker==2.7.0
prometheus-client==0.17.1
prompt-toolkit==3.0.39
property-manager==3.0
proto-plus==1.22.3
protobuf==3.20.3
psutil==5.9.5
ptyprocess==0.7.0
pure-eval==0.2.2
py-spy==0.3.14
pyarrow==12.0.1
pyasn1==0.5.0
pyasn1-modules==0.3.0
pycosat==0.6.4
pycparser==2.21
pydantic==1.10.11
Pygments==2.15.1
PyJWT==2.8.0
PyNaCl==1.5.0
pyOpenSSL==23.0.0
pyparsing==3.1.0
PySocks==1.7.1
python-dateutil==2.8.2
python-json-logger==2.0.7
pytz==2023.3
PyWavelets==1.4.1
PyYAML==5.3.1
pyzmq==25.1.0
ray==2.6.0
ray-cpp==2.6.0
redis==3.5.3
referencing==0.30.0
requests==2.29.0
requests-oauthlib==1.3.1
rfc3339-validator==0.1.4
rfc3986-validator==0.1.1
rich==13.4.2
rpds-py==0.9.2
rsa==4.7.2
ruamel.yaml==0.17.21
ruamel.yaml.clib==0.2.6
s3transfer==0.6.1
scikit-image==0.21.0
scipy==1.11.1
Send2Trash==1.8.2
setuptools==67.8.0
six==1.13.0
smart-open==6.3.0
smmap==5.0.0
sniffio==1.3.0
soupsieve==2.4.1
spinners==0.0.24
stack-data==0.6.2
starlette==0.27.0
tabulate==0.9.0
tensorboardX==2.6.1
termcolor==2.3.0
terminado==0.10.1
tifffile==2023.7.10
tinycss2==1.2.1
tomli==2.0.1
toolz==0.12.0
tornado==6.3.2
tqdm==4.65.0
traitlets==5.9.0
typer==0.9.0
typing_extensions==4.7.1
tzdata==2023.3
tzlocal==5.0.1
uri-template==1.3.0
uritemplate==3.0.1
urllib3==1.26.16
uvicorn==0.23.1
verboselogs==1.7
virtualenv==20.21.0
wcwidth==0.2.6
webcolors==1.13
webencodings==0.5.1
websocket-client==1.6.1
wheel==0.37.1
widgetsnbextension==4.0.8
wrapt==1.15.0
y-py==0.6.0
yarl==1.9.2
ypy-websocket==0.8.4
zipp==3.11.0