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Python 3.10 Anyscale and Ray Dependencies

Ray 2.2.0​

The base image anyscale/ray:2.2.0-py310-cpu contains the following packages:

adal==1.2.7
aiohttp==3.8.3
aiohttp-cors==0.7.0
aiorwlock==1.3.0
aiosignal==1.3.1
anyio==3.6.2
anyscale==0.5.66
anyscale-node-provider==0.0.1
applicationinsights==0.11.10
argcomplete==1.12.3
argon2-cffi==21.3.0
argon2-cffi-bindings==21.2.0
asttokens==2.2.1
async-timeout==4.0.2
attrs==22.1.0
awscli==1.25.6
awscliv2==2.2.0
azure-cli-core==2.40.0
azure-cli-telemetry==1.0.8
azure-common==1.1.28
azure-core==1.26.1
azure-identity==1.10.0
azure-mgmt-compute==23.1.0
azure-mgmt-core==1.3.2
azure-mgmt-network==19.0.0
azure-mgmt-resource==20.0.0
backcall==0.2.0
backoff==1.10.0
bcrypt==4.0.1
beautifulsoup4==4.11.1
bleach==5.0.1
blessed==1.19.1
boto3==1.26.26
botocore==1.29.26
brotlipy==0.7.0
cachetools==5.2.0
certifi==2022.9.24
cffi==1.15.0
charset-normalizer==2.0.4
click==8.1.3
cloudpickle==2.2.0
colorama==0.4.4
coloredlogs==15.0.1
colorful==0.5.5
comm==0.1.2
commonmark==0.9.1
conda==22.11.1
conda-content-trust==0+unknown
conda-package-handling==1.8.1
contourpy==1.0.6
cryptography==38.0.1
cycler==0.11.0
Cython==0.29.26
debugpy==1.6.4
decorator==5.1.1
defusedxml==0.7.1
distlib==0.3.6
dm-tree==0.1.7
docutils==0.16
entrypoints==0.4
executing==1.2.0
executor==23.2
expiringdict==1.2.2
fastapi==0.88.0
fasteners==0.18
fastjsonschema==2.16.2
filelock==3.8.2
flatbuffers==22.12.6
fonttools==4.38.0
frozenlist==1.3.3
fsspec==2022.11.0
gitdb==4.0.10
GitPython==3.1.29
google-api-core==2.11.0
google-api-python-client==1.7.8
google-auth==2.15.0
google-auth-httplib2==0.1.0
google-cloud-core==2.3.2
google-cloud-secret-manager==2.12.6
google-cloud-storage==2.7.0
google-crc32c==1.5.0
google-oauth==1.0.1
google-resumable-media==2.4.0
googleapis-common-protos==1.57.0
gpustat==1.0.0b1
grpc-google-iam-v1==0.12.4
grpcio==1.51.1
grpcio-status==1.48.2
grpcio-tools==1.51.1
gym==0.23.1
gym-notices==0.0.8
h11==0.14.0
halo==0.0.31
httplib2==0.21.0
humanfriendly==10.0
humanize==4.4.0
idna==3.3
imageio==2.22.4
importlib-resources==5.10.1
ipykernel==6.19.2
ipython==8.7.0
ipython-genutils==0.2.0
isodate==0.6.1
jedi==0.18.2
Jinja2==3.1.2
jmespath==0.10.0
json5==0.9.10
jsonpatch==1.32
jsonpointer==2.3
jsonschema==4.17.3
jupyter_client==7.4.8
jupyter_core==5.1.0
jupyterlab==2.2.5
jupyterlab-pygments==0.2.2
jupyterlab-server==1.2.0
kiwisolver==1.4.4
knack==0.10.1
kubernetes==25.3.0
log-symbols==0.0.14
lz4==4.0.2
MarkupSafe==2.1.1
matplotlib==3.6.2
matplotlib-inline==0.1.6
mistune==2.0.4
msal==1.18.0b1
msal-extensions==1.0.0
msgpack==1.0.4
msrest==0.7.1
msrestazure==0.6.4
multidict==6.0.3
nbclient==0.7.2
nbconvert==7.2.6
nbformat==5.7.0
nest-asyncio==1.5.6
networkx==2.8.8
notebook==6.0.3
numpy==1.23.5
nvidia-ml-py==11.495.46
nvidia-ml-py3==7.352.0
oauth2client==4.1.3
oauthlib==3.2.2
opencensus==0.11.0
opencensus-context==0.1.3
opentelemetry-api==1.1.0
opentelemetry-exporter-otlp==1.1.0
opentelemetry-exporter-otlp-proto-grpc==1.1.0
opentelemetry-proto==1.1.0
opentelemetry-sdk==1.1.0
opentelemetry-semantic-conventions==0.20b0
packaging==21.3
pandas==1.5.2
pandocfilters==1.5.0
paramiko==2.12.0
parso==0.8.3
pathspec==0.10.2
pexpect==4.8.0
pickleshare==0.7.5
Pillow==9.3.0
pip==22.2.2
pkginfo==1.9.2
platformdirs==2.6.0
pluggy==1.0.0
portalocker==2.6.0
prometheus-client==0.13.1
prompt-toolkit==3.0.36
property-manager==3.0
proto-plus==1.22.1
protobuf==3.20.3
psutil==5.9.4
ptyprocess==0.7.0
pure-eval==0.2.2
py-spy==0.3.14
pyarrow==7.0.0
pyasn1==0.4.8
pyasn1-modules==0.2.8
pycosat==0.6.3
pycparser==2.21
pydantic==1.10.2
Pygments==2.13.0
PyJWT==2.6.0
PyNaCl==1.5.0
pyOpenSSL==22.0.0
pyparsing==3.0.9
pyrsistent==0.19.2
PySocks==1.7.1
python-dateutil==2.8.2
pytz==2022.6
pytz-deprecation-shim==0.1.0.post0
PyWavelets==1.4.1
PyYAML==5.4.1
pyzmq==24.0.1
ray==2.2.0
ray-cpp==2.2.0
redis==3.5.3
requests==2.27.1
requests-oauthlib==1.3.1
rich==12.6.0
rsa==4.7.2
ruamel.yaml==0.16.10
ruamel.yaml.clib==0.2.6
s3transfer==0.6.0
scikit-image==0.19.3
scipy==1.9.3
Send2Trash==1.8.0
setuptools==65.5.0
six==1.13.0
smart-open==6.2.0
smmap==5.0.0
sniffio==1.3.0
soupsieve==2.3.2.post1
spinners==0.0.24
stack-data==0.6.2
starlette==0.22.0
tabulate==0.9.0
tensorboardX==2.5.1
termcolor==2.1.1
terminado==0.10.1
tifffile==2022.10.10
tinycss2==1.2.1
toolz==0.12.0
tornado==6.2
tqdm==4.63.0
traitlets==5.7.0
typer==0.7.0
typing_extensions==4.4.0
tzdata==2022.7
tzlocal==4.2
uritemplate==3.0.1
urllib3==1.26.13
uvicorn==0.20.0
verboselogs==1.7
virtualenv==20.17.1
wcwidth==0.2.5
webencodings==0.5.1
websocket-client==1.4.2
wheel==0.37.1
wrapt==1.14.1
yarl==1.8.2

Ray 2.2.0, ML libraries​

The base image anyscale/ray-ml:2.2.0-py310-cpu contains the following packages:

absl-py==1.3.0
accelerate==0.5.1
adal==1.2.7
aiohttp==3.8.3
aiohttp-cors==0.7.0
aiorwlock==1.3.0
aiosignal==1.3.1
ale-py==0.7.5
alembic==1.4.1
anyio==3.6.2
anyscale==0.5.66
anyscale-node-provider==0.0.1
applicationinsights==0.11.10
argcomplete==1.12.3
argon2-cffi==21.3.0
argon2-cffi-bindings==21.2.0
asttokens==2.2.1
astunparse==1.6.3
async-timeout==4.0.2
attrs==22.1.0
autocfg==0.0.8
autogluon.core==0.0.16b20210206
autograd==1.5
autopage==0.5.1
AutoROM==0.4.2
AutoROM.accept-rom-license==0.4.2
awscli==1.25.6
awscliv2==2.2.0
ax-platform==0.2.4
azure-cli-core==2.40.0
azure-cli-telemetry==1.0.8
azure-common==1.1.28
azure-core==1.26.1
azure-identity==1.10.0
azure-mgmt-compute==23.1.0
azure-mgmt-core==1.3.2
azure-mgmt-network==19.0.0
azure-mgmt-resource==20.0.0
backcall==0.2.0
backoff==1.10.0
bayesian-optimization==1.2.0
bcrypt==4.0.1
beautifulsoup4==4.11.1
bleach==5.0.1
blessed==1.19.1
boto3==1.26.26
botocore==1.29.26
botorch==0.6.2
brotlipy==0.7.0
cachetools==5.2.0
catboost==1.1.1
certifi==2022.9.24
cffi==1.15.0
charset-normalizer==2.0.4
chex==0.1.5
click==8.1.3
cliff==4.1.0
cloudpickle==2.2.0
cma==3.2.2
cmaes==0.9.0
cmd2==2.4.2
colorama==0.4.4
coloredlogs==15.0.1
colorful==0.5.5
colorlog==6.7.0
comet-ml==3.31.9
comm==0.1.1
commonmark==0.9.1
conda==22.11.1
conda-content-trust==0+unknown
conda-package-handling==1.8.1
configobj==5.0.6
ConfigSpace==0.4.18
contourpy==1.0.6
coolname==1.1.0
cryptography==38.0.1
cycler==0.11.0
Cython==0.29.26
dask==2022.12.0
databricks-cli==0.17.3
datasets==2.0.0
debugpy==1.6.4
decorator==5.1.1
decord==0.6.0
defusedxml==0.7.1
dill==0.3.6
distlib==0.3.6
distributed==2022.12.0
dm-tree==0.1.7
docker==6.0.1
docker-pycreds==0.4.0
docstring-parser==0.15
docutils==0.16
dopamine-rl==4.0.6
dragonfly-opt==0.1.6
dulwich==0.20.50
entrypoints==0.4
everett==3.1.0
exceptiongroup==1.0.4
executing==1.2.0
executor==23.2
expiringdict==1.2.2
fastapi==0.88.0
fasteners==0.18
fastjsonschema==2.16.2
filelock==3.8.2
FLAML==0.9.7
Flask==2.2.2
flatbuffers==1.12
flax==0.6.2
fonttools==4.38.0
freezegun==1.1.0
frozenlist==1.3.3
fsspec==2022.11.0
future==0.18.2
gast==0.4.0
gin-config==0.5.0
gitdb==4.0.10
GitPython==3.1.29
gluoncv==0.10.1.post0
google-api-core==2.11.0
google-api-python-client==1.7.8
google-auth==2.15.0
google-auth-httplib2==0.1.0
google-auth-oauthlib==0.4.6
google-cloud-core==2.3.2
google-cloud-secret-manager==2.12.6
google-cloud-storage==2.7.0
google-crc32c==1.5.0
google-oauth==1.0.1
google-pasta==0.2.0
google-resumable-media==2.4.0
googleapis-common-protos==1.57.0
gpustat==1.0.0b1
GPy==1.10.0
gpytorch==1.9.0
graphviz==0.8.4
greenlet==2.0.1
grpc-google-iam-v1==0.12.4
grpcio==1.51.1
grpcio-status==1.48.2
grpcio-tools==1.51.1
gunicorn==20.1.0
gym==0.24.0
gym-notices==0.0.8
h11==0.14.0
h5py==3.7.0
halo==0.0.31
HeapDict==1.0.1
HEBO==0.3.2
higher==0.2.1
hpbandster==0.7.4
httplib2==0.21.0
huggingface-hub==0.11.1
humanfriendly==10.0
humanize==4.4.0
hyperopt==0.2.5
idna==3.3
imageio==2.22.4
imageio-ffmpeg==0.4.5
importlib-metadata==4.13.0
importlib-resources==5.10.1
iniconfig==1.1.1
ipykernel==6.19.0
ipython==8.7.0
ipython-genutils==0.2.0
ipywidgets==8.0.3
isodate==0.6.1
itsdangerous==2.1.2
jax==0.3.25
jaxlib==0.3.25
jedi==0.18.2
Jinja2==3.1.2
jmespath==0.10.0
joblib==1.2.0
json5==0.9.10
jsonpatch==1.32
jsonpointer==2.3
jsonschema==4.17.3
jupyter==1.0.0
jupyter_client==7.4.8
jupyter-console==6.4.4
jupyter_core==5.1.0
jupyter-events==0.5.0
jupyter_server==2.0.0
jupyter_server_terminals==0.4.2
jupyterlab==2.2.5
jupyterlab-pygments==0.2.2
jupyterlab-server==1.2.0
jupyterlab-widgets==3.0.4
kaggle-environments==1.7.11
keras==2.9.0
Keras-Preprocessing==1.1.2
kiwisolver==1.4.4
knack==0.10.1
kubernetes==25.3.0
libclang==14.0.6
lightgbm==3.2.1
lightgbm-ray==0.1.5
lightning-bolts==0.4.0
linear-operator==0.3.0
locket==1.0.0
log-symbols==0.0.14
lz4==4.0.2
Mako==1.2.4
Markdown==3.4.1
MarkupSafe==2.1.1
matplotlib==3.6.2
matplotlib-inline==0.1.6
mistune==2.0.4
mlagents-envs==0.28.0
mlflow==1.21.0
modin==0.12.1
mosaicml==0.10.1
mpmath==1.2.1
msal==1.18.0b1
msal-extensions==1.0.0
msgpack==1.0.4
msrest==0.7.1
msrestazure==0.6.4
multidict==6.0.3
multipledispatch==0.6.0
multiprocess==0.70.14
mxnet==1.8.0.post0
nbclassic==0.4.8
nbclient==0.7.2
nbconvert==7.2.6
nbformat==5.7.0
nest-asyncio==1.5.6
netifaces==0.11.0
networkx==2.8.8
nevergrad==0.4.3.post7
notebook==6.0.3
notebook_shim==0.2.2
numpy==1.23.5
nvidia-ml-py==11.495.46
nvidia-ml-py3==7.352.0
oauth2client==4.1.3
oauthlib==3.2.2
onnx==1.12.0
onnxruntime==1.12.0
open-spiel==1.2
opencensus==0.11.0
opencensus-context==0.1.3
opencv-python==3.4.18.65
opentelemetry-api==1.1.0
opentelemetry-exporter-otlp==1.1.0
opentelemetry-exporter-otlp-proto-grpc==1.1.0
opentelemetry-proto==1.1.0
opentelemetry-sdk==1.1.0
opentelemetry-semantic-conventions==0.20b0
opt-einsum==3.3.0
optax==0.1.4
optuna==2.10.0
packaging==21.3
pandas==1.5.2
pandocfilters==1.5.0
paramiko==2.12.0
paramz==0.9.5
parso==0.8.3
partd==1.3.0
pathspec==0.10.2
pathtools==0.1.2
patsy==0.5.3
pbr==5.11.0
PettingZoo==1.15.0
pexpect==4.8.0
pickleshare==0.7.5
Pillow==9.3.0
pip==22.3.1
pkginfo==1.9.2
platformdirs==2.6.0
plotly==5.11.0
pluggy==1.0.0
portalocker==2.6.0
prettytable==3.5.0
prometheus-client==0.13.1
prometheus-flask-exporter==0.21.0
promise==2.3
prompt-toolkit==3.0.36
property-manager==3.0
proto-plus==1.22.1
protobuf==3.20.3
psutil==5.9.4
ptyprocess==0.7.0
pure-eval==0.2.2
py-cpuinfo==8.0.0
py-spy==0.3.14
pyaml==21.10.1
pyarrow==10.0.1
pyasn1==0.4.8
pyasn1-modules==0.2.8
pybullet==3.2.0
pycosat==0.6.3
pycparser==2.21
pydantic==1.10.2
pyDeprecate==0.3.1
pygame==2.1.2
pyglet==1.5.15
Pygments==2.13.0
PyJWT==2.6.0
pymoo==0.5.0
pymunk==6.0.0
PyNaCl==1.5.0
pyOpenSSL==22.0.0
pyparsing==3.0.9
pyperclip==1.8.2
pypng==0.20220715.0
Pyro4==4.82
pyrsistent==0.19.2
PySocks==1.7.1
pytest==7.2.0
pytest-remotedata==0.3.2
python-dateutil==2.8.2
python-editor==1.0.4
python-json-logger==2.0.4
pytorch-lightning==1.5.10
pytorch-ranger==0.1.1
pytz==2022.6
pytz-deprecation-shim==0.1.0.post0
PyWavelets==1.4.1
PyYAML==5.4.1
pyzmq==24.0.1
qtconsole==5.4.0
QtPy==2.3.0
querystring-parser==1.2.4
ray==2.2.0
ray-cpp==2.2.0
ray-lightning==0.2.0
recsim==0.2.4
redis==3.5.3
regex==2022.10.31
requests==2.28.1
requests-oauthlib==1.3.1
requests-toolbelt==0.10.1
responses==0.18.0
rich==12.6.0
rsa==4.7.2
ruamel.yaml==0.17.21
ruamel.yaml.clib==0.2.6
s3transfer==0.6.0
scikit-image==0.19.3
scikit-learn==1.1.3
scikit-optimize==0.9.0
scipy==1.9.3
semantic-version==2.10.0
Send2Trash==1.8.0
sentencepiece==0.1.96
sentry-sdk==1.11.1
serpent==1.41
setproctitle==1.3.2
setuptools==65.5.0
shortuuid==1.0.1
sigopt==7.5.0
six==1.13.0
smart-open==6.2.0
smmap==5.0.0
sniffio==1.3.0
sortedcontainers==2.4.0
soupsieve==2.3.2.post1
spinners==0.0.24
SQLAlchemy==1.4.44
sqlparse==0.4.3
stack-data==0.6.2
starlette==0.22.0
statsmodels==0.13.5
stevedore==4.1.1
SuperSuit==3.3.3
sympy==1.11.1
tabulate==0.9.0
tblib==1.7.0
tenacity==8.1.0
tensorboard==2.9.1
tensorboard-data-server==0.6.1
tensorboard-plugin-wit==1.8.1
tensorboardX==2.5.1
tensorflow==2.9.0
tensorflow-estimator==2.9.0
tensorflow-io-gcs-filesystem==0.28.0
tensorflow-probability==0.17.0
tensorstore==0.1.28
termcolor==2.1.1
terminado==0.10.1
tf-slim==1.1.0
tf2onnx==1.12.1
threadpoolctl==3.1.0
tifffile==2022.10.10
timm==0.4.5
tinycss2==1.2.1
tokenizers==0.12.1
tomli==2.0.1
toolz==0.12.0
torch==1.12.1+cu116
torch-geometric==2.0.4
torch-optimizer==0.3.0
torch-scatter==2.0.9
torch-sparse==0.6.15+pt112cu116
torchmetrics==0.7.3
torchvision==0.13.1+cu116
tornado==6.2
tqdm==4.63.0
traitlets==5.6.0
transformers==4.19.1
tune-sklearn==0.4.4
typeguard==2.13.3
typer==0.7.0
typing_extensions==4.4.0
tzdata==2022.7
tzlocal==4.2
uritemplate==3.0.1
urllib3==1.26.13
uvicorn==0.20.0
verboselogs==1.7
virtualenv==20.17.1
wandb==0.13.4
wcwidth==0.2.5
webencodings==0.5.1
websocket-client==1.4.2
Werkzeug==2.2.2
wheel==0.37.1
widgetsnbextension==4.0.4
wrapt==1.14.1
wurlitzer==3.0.3
xgboost==1.3.3
xgboost-ray==0.1.10
xxhash==3.1.0
yacs==0.1.8
yahp==0.1.3
yarl==1.8.2
zict==2.2.0
zipp==3.11.0
zoopt==0.4.1

Ray 2.2.0, ML libraries, GPU support​

The base image anyscale/ray-ml:2.2.0-py310-gpu contains the following packages:

absl-py==1.3.0
accelerate==0.5.1
adal==1.2.7
aiohttp==3.8.3
aiohttp-cors==0.7.0
aiorwlock==1.3.0
aiosignal==1.3.1
ale-py==0.7.5
alembic==1.4.1
anyio==3.6.2
anyscale==0.5.66
anyscale-node-provider==0.0.1
applicationinsights==0.11.10
argcomplete==1.12.3
argon2-cffi==21.3.0
argon2-cffi-bindings==21.2.0
asttokens==2.2.1
astunparse==1.6.3
async-timeout==4.0.2
attrs==22.1.0
autocfg==0.0.8
autogluon.core==0.0.16b20210206
autograd==1.5
autopage==0.5.1
AutoROM==0.4.2
AutoROM.accept-rom-license==0.4.2
awscli==1.25.6
awscliv2==2.2.0
ax-platform==0.2.4
azure-cli-core==2.40.0
azure-cli-telemetry==1.0.8
azure-common==1.1.28
azure-core==1.26.1
azure-identity==1.10.0
azure-mgmt-compute==23.1.0
azure-mgmt-core==1.3.2
azure-mgmt-network==19.0.0
azure-mgmt-resource==20.0.0
backcall==0.2.0
backoff==1.10.0
bayesian-optimization==1.2.0
bcrypt==4.0.1
beautifulsoup4==4.11.1
bleach==5.0.1
blessed==1.19.1
boto3==1.26.26
botocore==1.29.26
botorch==0.6.2
brotlipy==0.7.0
cachetools==5.2.0
catboost==1.1.1
certifi==2022.9.24
cffi==1.15.1
charset-normalizer==2.0.4
chex==0.1.5
click==8.1.3
cliff==4.1.0
cloudpickle==2.2.0
cma==3.2.2
cmaes==0.9.0
cmd2==2.4.2
colorama==0.4.4
coloredlogs==15.0.1
colorful==0.5.5
colorlog==6.7.0
comet-ml==3.31.9
comm==0.1.1
commonmark==0.9.1
conda==22.11.1
conda-content-trust==0+unknown
conda-package-handling==1.9.0
configobj==5.0.6
ConfigSpace==0.4.18
contourpy==1.0.6
coolname==1.1.0
cryptography==38.0.1
cycler==0.11.0
Cython==0.29.26
dask==2022.12.0
databricks-cli==0.17.3
datasets==2.0.0
debugpy==1.6.4
decorator==5.1.1
decord==0.6.0
defusedxml==0.7.1
dill==0.3.6
distlib==0.3.6
distributed==2022.12.0
dm-tree==0.1.7
docker==6.0.1
docker-pycreds==0.4.0
docstring-parser==0.15
docutils==0.16
dopamine-rl==4.0.6
dragonfly-opt==0.1.6
dulwich==0.20.50
entrypoints==0.4
everett==3.1.0
exceptiongroup==1.0.4
executing==1.2.0
executor==23.2
expiringdict==1.2.2
fastapi==0.88.0
fasteners==0.18
fastjsonschema==2.16.2
filelock==3.8.2
FLAML==0.9.7
Flask==2.2.2
flatbuffers==1.12
flax==0.6.2
fonttools==4.38.0
freezegun==1.1.0
frozenlist==1.3.3
fsspec==2022.11.0
future==0.18.2
gast==0.4.0
gin-config==0.5.0
gitdb==4.0.10
GitPython==3.1.29
gluoncv==0.10.1.post0
google-api-core==2.11.0
google-api-python-client==1.7.8
google-auth==2.15.0
google-auth-httplib2==0.1.0
google-auth-oauthlib==0.4.6
google-cloud-core==2.3.2
google-cloud-secret-manager==2.12.6
google-cloud-storage==2.7.0
google-crc32c==1.5.0
google-oauth==1.0.1
google-pasta==0.2.0
google-resumable-media==2.4.0
googleapis-common-protos==1.57.0
gpustat==1.0.0b1
GPy==1.10.0
gpytorch==1.9.0
graphviz==0.8.4
greenlet==2.0.1
grpc-google-iam-v1==0.12.4
grpcio==1.51.1
grpcio-status==1.48.2
grpcio-tools==1.51.1
gunicorn==20.1.0
gym==0.24.0
gym-notices==0.0.8
h11==0.14.0
h5py==3.7.0
halo==0.0.31
HeapDict==1.0.1
HEBO==0.3.2
higher==0.2.1
hpbandster==0.7.4
httplib2==0.21.0
huggingface-hub==0.11.1
humanfriendly==10.0
humanize==4.4.0
hyperopt==0.2.5
idna==3.3
imageio==2.22.4
imageio-ffmpeg==0.4.5
importlib-metadata==4.13.0
importlib-resources==5.10.1
iniconfig==1.1.1
ipykernel==6.19.0
ipython==8.7.0
ipython-genutils==0.2.0
ipywidgets==8.0.3
isodate==0.6.1
itsdangerous==2.1.2
jax==0.3.25
jaxlib==0.3.25
jedi==0.18.2
Jinja2==3.1.2
jmespath==0.10.0
joblib==1.2.0
json5==0.9.10
jsonpatch==1.32
jsonpointer==2.3
jsonschema==4.17.3
jupyter==1.0.0
jupyter_client==7.4.8
jupyter-console==6.4.4
jupyter_core==5.1.0
jupyter-events==0.5.0
jupyter_server==2.0.0
jupyter_server_terminals==0.4.2
jupyterlab==2.2.5
jupyterlab-pygments==0.2.2
jupyterlab-server==1.2.0
jupyterlab-widgets==3.0.4
kaggle-environments==1.7.11
keras==2.9.0
Keras-Preprocessing==1.1.2
kiwisolver==1.4.4
knack==0.10.1
kubernetes==25.3.0
libclang==14.0.6
lightgbm==3.2.1
lightgbm-ray==0.1.5
lightning-bolts==0.4.0
linear-operator==0.3.0
locket==1.0.0
log-symbols==0.0.14
lz4==4.0.2
Mako==1.2.4
Markdown==3.4.1
MarkupSafe==2.1.1
matplotlib==3.6.2
matplotlib-inline==0.1.6
mistune==2.0.4
mlagents-envs==0.28.0
mlflow==1.21.0
modin==0.12.1
mosaicml==0.10.1
mpmath==1.2.1
msal==1.18.0b1
msal-extensions==1.0.0
msgpack==1.0.4
msrest==0.7.1
msrestazure==0.6.4
multidict==6.0.3
multipledispatch==0.6.0
multiprocess==0.70.14
mxnet==1.8.0.post0
nbclassic==0.4.8
nbclient==0.7.2
nbconvert==7.2.6
nbformat==5.7.0
nest-asyncio==1.5.6
netifaces==0.11.0
networkx==2.8.8
nevergrad==0.4.3.post7
notebook==6.0.3
notebook_shim==0.2.2
numpy==1.23.5
nvidia-ml-py==11.495.46
nvidia-ml-py3==7.352.0
oauth2client==4.1.3
oauthlib==3.2.2
onnx==1.12.0
onnxruntime==1.12.0
open-spiel==1.2
opencensus==0.11.0
opencensus-context==0.1.3
opencv-python==3.4.18.65
opentelemetry-api==1.1.0
opentelemetry-exporter-otlp==1.1.0
opentelemetry-exporter-otlp-proto-grpc==1.1.0
opentelemetry-proto==1.1.0
opentelemetry-sdk==1.1.0
opentelemetry-semantic-conventions==0.20b0
opt-einsum==3.3.0
optax==0.1.4
optuna==2.10.0
packaging==21.3
pandas==1.5.2
pandocfilters==1.5.0
paramiko==2.12.0
paramz==0.9.5
parso==0.8.3
partd==1.3.0
pathspec==0.10.2
pathtools==0.1.2
patsy==0.5.3
pbr==5.11.0
PettingZoo==1.15.0
pexpect==4.8.0
pickleshare==0.7.5
Pillow==9.3.0
pip==22.3.1
pkginfo==1.9.2
platformdirs==2.6.0
plotly==5.11.0
pluggy==1.0.0
portalocker==2.6.0
prettytable==3.5.0
prometheus-client==0.13.1
prometheus-flask-exporter==0.21.0
promise==2.3
prompt-toolkit==3.0.36
property-manager==3.0
proto-plus==1.22.1
protobuf==3.20.3
psutil==5.9.4
ptyprocess==0.7.0
pure-eval==0.2.2
py-cpuinfo==8.0.0
py-spy==0.3.14
pyaml==21.10.1
pyarrow==10.0.1
pyasn1==0.4.8
pyasn1-modules==0.2.8
pybullet==3.2.0
pycosat==0.6.4
pycparser==2.21
pydantic==1.10.2
pyDeprecate==0.3.1
pygame==2.1.2
pyglet==1.5.15
Pygments==2.13.0
PyJWT==2.6.0
pymoo==0.5.0
pymunk==6.0.0
PyNaCl==1.5.0
pyOpenSSL==22.0.0
pyparsing==3.0.9
pyperclip==1.8.2
pypng==0.20220715.0
Pyro4==4.82
pyrsistent==0.19.2
PySocks==1.7.1
pytest==7.2.0
pytest-remotedata==0.3.2
python-dateutil==2.8.2
python-editor==1.0.4
python-json-logger==2.0.4
pytorch-lightning==1.5.10
pytorch-ranger==0.1.1
pytz==2022.6
pytz-deprecation-shim==0.1.0.post0
PyWavelets==1.4.1
PyYAML==5.4.1
pyzmq==24.0.1
qtconsole==5.4.0
QtPy==2.3.0
querystring-parser==1.2.4
ray==2.2.0
ray-cpp==2.2.0
ray-lightning==0.2.0
recsim==0.2.4
redis==3.5.3
regex==2022.10.31
requests==2.28.1
requests-oauthlib==1.3.1
requests-toolbelt==0.10.1
responses==0.18.0
rich==12.6.0
rsa==4.7.2
ruamel.yaml==0.17.21
ruamel.yaml.clib==0.2.6
s3transfer==0.6.0
scikit-image==0.19.3
scikit-learn==1.1.3
scikit-optimize==0.9.0
scipy==1.9.3
semantic-version==2.10.0
Send2Trash==1.8.0
sentencepiece==0.1.96
sentry-sdk==1.11.1
serpent==1.41
setproctitle==1.3.2
setuptools==65.5.0
shortuuid==1.0.1
sigopt==7.5.0
six==1.13.0
smart-open==6.2.0
smmap==5.0.0
sniffio==1.3.0
sortedcontainers==2.4.0
soupsieve==2.3.2.post1
spinners==0.0.24
SQLAlchemy==1.4.44
sqlparse==0.4.3
stack-data==0.6.2
starlette==0.22.0
statsmodels==0.13.5
stevedore==4.1.1
SuperSuit==3.3.3
sympy==1.11.1
tabulate==0.9.0
tblib==1.7.0
tenacity==8.1.0
tensorboard==2.9.1
tensorboard-data-server==0.6.1
tensorboard-plugin-wit==1.8.1
tensorboardX==2.5.1
tensorflow==2.9.0
tensorflow-estimator==2.9.0
tensorflow-io-gcs-filesystem==0.28.0
tensorflow-probability==0.17.0
tensorstore==0.1.28
termcolor==2.1.1
terminado==0.10.1
tf-slim==1.1.0
tf2onnx==1.12.1
threadpoolctl==3.1.0
tifffile==2022.10.10
timm==0.4.5
tinycss2==1.2.1
tokenizers==0.12.1
tomli==2.0.1
toolz==0.12.0
torch==1.12.1+cu116
torch-geometric==2.0.4
torch-optimizer==0.3.0
torch-scatter==2.0.9
torch-sparse==0.6.15+pt112cu116
torchmetrics==0.7.3
torchvision==0.13.1+cu116
tornado==6.2
tqdm==4.63.0
traitlets==5.6.0
transformers==4.19.1
tune-sklearn==0.4.4
typeguard==2.13.3
typer==0.7.0
typing_extensions==4.4.0
tzdata==2022.7
tzlocal==4.2
uritemplate==3.0.1
urllib3==1.26.13
uvicorn==0.20.0
verboselogs==1.7
virtualenv==20.17.1
wandb==0.13.4
wcwidth==0.2.5
webencodings==0.5.1
websocket-client==1.4.2
Werkzeug==2.2.2
wheel==0.37.1
widgetsnbextension==4.0.4
wrapt==1.14.1
wurlitzer==3.0.3
xgboost==1.3.3
xgboost-ray==0.1.10
xxhash==3.1.0
yacs==0.1.8
yahp==0.1.3
yarl==1.8.2
zict==2.2.0
zipp==3.11.0
zoopt==0.4.1

Ray 2.2.0, CUDA version 11.6​

The base image anyscale/ray:2.2.0-py310-cu116 contains the following packages:

adal==1.2.7
aiohttp==3.8.3
aiohttp-cors==0.7.0
aiorwlock==1.3.0
aiosignal==1.3.1
anyio==3.6.2
anyscale==0.5.66
anyscale-node-provider==0.0.1
applicationinsights==0.11.10
argcomplete==1.12.3
argon2-cffi==21.3.0
argon2-cffi-bindings==21.2.0
asttokens==2.2.1
async-timeout==4.0.2
attrs==22.1.0
awscli==1.25.6
awscliv2==2.2.0
azure-cli-core==2.40.0
azure-cli-telemetry==1.0.8
azure-common==1.1.28
azure-core==1.26.1
azure-identity==1.10.0
azure-mgmt-compute==23.1.0
azure-mgmt-core==1.3.2
azure-mgmt-network==19.0.0
azure-mgmt-resource==20.0.0
backcall==0.2.0
backoff==1.10.0
bcrypt==4.0.1
beautifulsoup4==4.11.1
bleach==5.0.1
blessed==1.19.1
boto3==1.26.26
botocore==1.29.26
brotlipy==0.7.0
cachetools==5.2.0
certifi==2022.9.24
cffi==1.15.1
charset-normalizer==2.0.4
click==8.1.3
cloudpickle==2.2.0
colorama==0.4.4
coloredlogs==15.0.1
colorful==0.5.5
comm==0.1.2
commonmark==0.9.1
conda==22.11.1
conda-content-trust==0+unknown
conda-package-handling==1.9.0
contourpy==1.0.6
cryptography==38.0.1
cycler==0.11.0
Cython==0.29.26
debugpy==1.6.4
decorator==5.1.1
defusedxml==0.7.1
distlib==0.3.6
dm-tree==0.1.7
docutils==0.16
entrypoints==0.4
executing==1.2.0
executor==23.2
expiringdict==1.2.2
fastapi==0.88.0
fasteners==0.18
fastjsonschema==2.16.2
filelock==3.8.2
flatbuffers==22.12.6
fonttools==4.38.0
frozenlist==1.3.3
fsspec==2022.11.0
gitdb==4.0.10
GitPython==3.1.29
google-api-core==2.11.0
google-api-python-client==1.7.8
google-auth==2.15.0
google-auth-httplib2==0.1.0
google-cloud-core==2.3.2
google-cloud-secret-manager==2.12.6
google-cloud-storage==2.7.0
google-crc32c==1.5.0
google-oauth==1.0.1
google-resumable-media==2.4.0
googleapis-common-protos==1.57.0
gpustat==1.0.0b1
grpc-google-iam-v1==0.12.4
grpcio==1.51.1
grpcio-status==1.48.2
grpcio-tools==1.51.1
gym==0.23.1
gym-notices==0.0.8
h11==0.14.0
halo==0.0.31
httplib2==0.21.0
humanfriendly==10.0
humanize==4.4.0
idna==3.3
imageio==2.22.4
importlib-resources==5.10.1
ipykernel==6.19.2
ipython==8.7.0
ipython-genutils==0.2.0
isodate==0.6.1
jedi==0.18.2
Jinja2==3.1.2
jmespath==0.10.0
json5==0.9.10
jsonpatch==1.32
jsonpointer==2.3
jsonschema==4.17.3
jupyter_client==7.4.8
jupyter_core==5.1.0
jupyterlab==2.2.5
jupyterlab-pygments==0.2.2
jupyterlab-server==1.2.0
kiwisolver==1.4.4
knack==0.10.1
kubernetes==25.3.0
log-symbols==0.0.14
lz4==4.0.2
MarkupSafe==2.1.1
matplotlib==3.6.2
matplotlib-inline==0.1.6
mistune==2.0.4
msal==1.18.0b1
msal-extensions==1.0.0
msgpack==1.0.4
msrest==0.7.1
msrestazure==0.6.4
multidict==6.0.3
nbclient==0.7.2
nbconvert==7.2.6
nbformat==5.7.0
nest-asyncio==1.5.6
networkx==2.8.8
notebook==6.0.3
numpy==1.23.5
nvidia-ml-py==11.495.46
nvidia-ml-py3==7.352.0
oauth2client==4.1.3
oauthlib==3.2.2
opencensus==0.11.0
opencensus-context==0.1.3
opentelemetry-api==1.1.0
opentelemetry-exporter-otlp==1.1.0
opentelemetry-exporter-otlp-proto-grpc==1.1.0
opentelemetry-proto==1.1.0
opentelemetry-sdk==1.1.0
opentelemetry-semantic-conventions==0.20b0
packaging==21.3
pandas==1.5.2
pandocfilters==1.5.0
paramiko==2.12.0
parso==0.8.3
pathspec==0.10.2
pexpect==4.8.0
pickleshare==0.7.5
Pillow==9.3.0
pip==22.2.2
pkginfo==1.9.2
platformdirs==2.6.0
pluggy==1.0.0
portalocker==2.6.0
prometheus-client==0.13.1
prompt-toolkit==3.0.36
property-manager==3.0
proto-plus==1.22.1
protobuf==3.20.3
psutil==5.9.4
ptyprocess==0.7.0
pure-eval==0.2.2
py-spy==0.3.14
pyarrow==7.0.0
pyasn1==0.4.8
pyasn1-modules==0.2.8
pycosat==0.6.4
pycparser==2.21
pydantic==1.10.2
Pygments==2.13.0
PyJWT==2.6.0
PyNaCl==1.5.0
pyOpenSSL==22.0.0
pyparsing==3.0.9
pyrsistent==0.19.2
PySocks==1.7.1
python-dateutil==2.8.2
pytz==2022.6
pytz-deprecation-shim==0.1.0.post0
PyWavelets==1.4.1
PyYAML==5.4.1
pyzmq==24.0.1
ray==2.2.0
ray-cpp==2.2.0
redis==3.5.3
requests==2.27.1
requests-oauthlib==1.3.1
rich==12.6.0
rsa==4.7.2
ruamel.yaml==0.17.21
ruamel.yaml.clib==0.2.6
s3transfer==0.6.0
scikit-image==0.19.3
scipy==1.9.3
Send2Trash==1.8.0
setuptools==65.5.0
six==1.13.0
smart-open==6.2.0
smmap==5.0.0
sniffio==1.3.0
soupsieve==2.3.2.post1
spinners==0.0.24
stack-data==0.6.2
starlette==0.22.0
tabulate==0.9.0
tensorboardX==2.5.1
termcolor==2.1.1
terminado==0.10.1
tifffile==2022.10.10
tinycss2==1.2.1
toolz==0.12.0
tornado==6.2
tqdm==4.63.0
traitlets==5.7.0
typer==0.7.0
typing_extensions==4.4.0
tzdata==2022.7
tzlocal==4.2
uritemplate==3.0.1
urllib3==1.26.13
uvicorn==0.20.0
verboselogs==1.7
virtualenv==20.17.1
wcwidth==0.2.5
webencodings==0.5.1
websocket-client==1.4.2
wheel==0.37.1
wrapt==1.14.1
yarl==1.8.2

Ray 2.2.0, CUDA version 11.3​

The base image anyscale/ray:2.2.0-py310-cu113 contains the following packages:

adal==1.2.7
aiohttp==3.8.3
aiohttp-cors==0.7.0
aiorwlock==1.3.0
aiosignal==1.3.1
anyio==3.6.2
anyscale==0.5.66
anyscale-node-provider==0.0.1
applicationinsights==0.11.10
argcomplete==1.12.3
argon2-cffi==21.3.0
argon2-cffi-bindings==21.2.0
asttokens==2.2.1
async-timeout==4.0.2
attrs==22.1.0
awscli==1.25.6
awscliv2==2.2.0
azure-cli-core==2.40.0
azure-cli-telemetry==1.0.8
azure-common==1.1.28
azure-core==1.26.1
azure-identity==1.10.0
azure-mgmt-compute==23.1.0
azure-mgmt-core==1.3.2
azure-mgmt-network==19.0.0
azure-mgmt-resource==20.0.0
backcall==0.2.0
backoff==1.10.0
bcrypt==4.0.1
beautifulsoup4==4.11.1
bleach==5.0.1
blessed==1.19.1
boto3==1.26.26
botocore==1.29.26
brotlipy==0.7.0
cachetools==5.2.0
certifi==2022.9.24
cffi==1.15.1
charset-normalizer==2.0.4
click==8.1.3
cloudpickle==2.2.0
colorama==0.4.4
coloredlogs==15.0.1
colorful==0.5.5
comm==0.1.2
commonmark==0.9.1
conda==22.11.1
conda-content-trust==0+unknown
conda-package-handling==1.9.0
contourpy==1.0.6
cryptography==38.0.1
cycler==0.11.0
Cython==0.29.26
debugpy==1.6.4
decorator==5.1.1
defusedxml==0.7.1
distlib==0.3.6
dm-tree==0.1.7
docutils==0.16
entrypoints==0.4
executing==1.2.0
executor==23.2
expiringdict==1.2.2
fastapi==0.88.0
fasteners==0.18
fastjsonschema==2.16.2
filelock==3.8.2
flatbuffers==22.12.6
fonttools==4.38.0
frozenlist==1.3.3
fsspec==2022.11.0
gitdb==4.0.10
GitPython==3.1.29
google-api-core==2.11.0
google-api-python-client==1.7.8
google-auth==2.15.0
google-auth-httplib2==0.1.0
google-cloud-core==2.3.2
google-cloud-secret-manager==2.12.6
google-cloud-storage==2.7.0
google-crc32c==1.5.0
google-oauth==1.0.1
google-resumable-media==2.4.0
googleapis-common-protos==1.57.0
gpustat==1.0.0b1
grpc-google-iam-v1==0.12.4
grpcio==1.51.1
grpcio-status==1.48.2
grpcio-tools==1.51.1
gym==0.23.1
gym-notices==0.0.8
h11==0.14.0
halo==0.0.31
httplib2==0.21.0
humanfriendly==10.0
humanize==4.4.0
idna==3.3
imageio==2.22.4
importlib-resources==5.10.1
ipykernel==6.19.2
ipython==8.7.0
ipython-genutils==0.2.0
isodate==0.6.1
jedi==0.18.2
Jinja2==3.1.2
jmespath==0.10.0
json5==0.9.10
jsonpatch==1.32
jsonpointer==2.3
jsonschema==4.17.3
jupyter_client==7.4.8
jupyter_core==5.1.0
jupyterlab==2.2.5
jupyterlab-pygments==0.2.2
jupyterlab-server==1.2.0
kiwisolver==1.4.4
knack==0.10.1
kubernetes==25.3.0
log-symbols==0.0.14
lz4==4.0.2
MarkupSafe==2.1.1
matplotlib==3.6.2
matplotlib-inline==0.1.6
mistune==2.0.4
msal==1.18.0b1
msal-extensions==1.0.0
msgpack==1.0.4
msrest==0.7.1
msrestazure==0.6.4
multidict==6.0.3
nbclient==0.7.2
nbconvert==7.2.6
nbformat==5.7.0
nest-asyncio==1.5.6
networkx==2.8.8
notebook==6.0.3
numpy==1.23.5
nvidia-ml-py==11.495.46
nvidia-ml-py3==7.352.0
oauth2client==4.1.3
oauthlib==3.2.2
opencensus==0.11.0
opencensus-context==0.1.3
opentelemetry-api==1.1.0
opentelemetry-exporter-otlp==1.1.0
opentelemetry-exporter-otlp-proto-grpc==1.1.0
opentelemetry-proto==1.1.0
opentelemetry-sdk==1.1.0
opentelemetry-semantic-conventions==0.20b0
packaging==21.3
pandas==1.5.2
pandocfilters==1.5.0
paramiko==2.12.0
parso==0.8.3
pathspec==0.10.2
pexpect==4.8.0
pickleshare==0.7.5
Pillow==9.3.0
pip==22.2.2
pkginfo==1.9.2
platformdirs==2.6.0
pluggy==1.0.0
portalocker==2.6.0
prometheus-client==0.13.1
prompt-toolkit==3.0.36
property-manager==3.0
proto-plus==1.22.1
protobuf==3.20.3
psutil==5.9.4
ptyprocess==0.7.0
pure-eval==0.2.2
py-spy==0.3.14
pyarrow==7.0.0
pyasn1==0.4.8
pyasn1-modules==0.2.8
pycosat==0.6.4
pycparser==2.21
pydantic==1.10.2
Pygments==2.13.0
PyJWT==2.6.0
PyNaCl==1.5.0
pyOpenSSL==22.0.0
pyparsing==3.0.9
pyrsistent==0.19.2
PySocks==1.7.1
python-dateutil==2.8.2
pytz==2022.6
pytz-deprecation-shim==0.1.0.post0
PyWavelets==1.4.1
PyYAML==5.4.1
pyzmq==24.0.1
ray==2.2.0
ray-cpp==2.2.0
redis==3.5.3
requests==2.27.1
requests-oauthlib==1.3.1
rich==12.6.0
rsa==4.7.2
ruamel.yaml==0.17.21
ruamel.yaml.clib==0.2.6
s3transfer==0.6.0
scikit-image==0.19.3
scipy==1.9.3
Send2Trash==1.8.0
setuptools==65.5.0
six==1.13.0
smart-open==6.2.0
smmap==5.0.0
sniffio==1.3.0
soupsieve==2.3.2.post1
spinners==0.0.24
stack-data==0.6.2
starlette==0.22.0
tabulate==0.9.0
tensorboardX==2.5.1
termcolor==2.1.1
terminado==0.10.1
tifffile==2022.10.10
tinycss2==1.2.1
toolz==0.12.0
tornado==6.2
tqdm==4.63.0
traitlets==5.7.0
typer==0.7.0
typing_extensions==4.4.0
tzdata==2022.7
tzlocal==4.2
uritemplate==3.0.1
urllib3==1.26.13
uvicorn==0.20.0
verboselogs==1.7
virtualenv==20.17.1
wcwidth==0.2.5
webencodings==0.5.1
websocket-client==1.4.2
wheel==0.37.1
wrapt==1.14.1
yarl==1.8.2

Ray 2.2.0, CUDA version 11.2​

The base image anyscale/ray:2.2.0-py310-cu112 contains the following packages:

adal==1.2.7
aiohttp==3.8.3
aiohttp-cors==0.7.0
aiorwlock==1.3.0
aiosignal==1.3.1
anyio==3.6.2
anyscale==0.5.66
anyscale-node-provider==0.0.1
applicationinsights==0.11.10
argcomplete==1.12.3
argon2-cffi==21.3.0
argon2-cffi-bindings==21.2.0
asttokens==2.2.1
async-timeout==4.0.2
attrs==22.1.0
awscli==1.25.6
awscliv2==2.2.0
azure-cli-core==2.40.0
azure-cli-telemetry==1.0.8
azure-common==1.1.28
azure-core==1.26.1
azure-identity==1.10.0
azure-mgmt-compute==23.1.0
azure-mgmt-core==1.3.2
azure-mgmt-network==19.0.0
azure-mgmt-resource==20.0.0
backcall==0.2.0
backoff==1.10.0
bcrypt==4.0.1
beautifulsoup4==4.11.1
bleach==5.0.1
blessed==1.19.1
boto3==1.26.26
botocore==1.29.26
brotlipy==0.7.0
cachetools==5.2.0
certifi==2022.9.24
cffi==1.15.1
charset-normalizer==2.0.4
click==8.1.3
cloudpickle==2.2.0
colorama==0.4.4
coloredlogs==15.0.1
colorful==0.5.5
comm==0.1.2
commonmark==0.9.1
conda==22.11.1
conda-content-trust==0+unknown
conda-package-handling==1.9.0
contourpy==1.0.6
cryptography==38.0.1
cycler==0.11.0
Cython==0.29.26
debugpy==1.6.4
decorator==5.1.1
defusedxml==0.7.1
distlib==0.3.6
dm-tree==0.1.7
docutils==0.16
entrypoints==0.4
executing==1.2.0
executor==23.2
expiringdict==1.2.2
fastapi==0.88.0
fasteners==0.18
fastjsonschema==2.16.2
filelock==3.8.2
flatbuffers==22.12.6
fonttools==4.38.0
frozenlist==1.3.3
fsspec==2022.11.0
gitdb==4.0.10
GitPython==3.1.29
google-api-core==2.11.0
google-api-python-client==1.7.8
google-auth==2.15.0
google-auth-httplib2==0.1.0
google-cloud-core==2.3.2
google-cloud-secret-manager==2.12.6
google-cloud-storage==2.7.0
google-crc32c==1.5.0
google-oauth==1.0.1
google-resumable-media==2.4.0
googleapis-common-protos==1.57.0
gpustat==1.0.0b1
grpc-google-iam-v1==0.12.4
grpcio==1.51.1
grpcio-status==1.48.2
grpcio-tools==1.51.1
gym==0.23.1
gym-notices==0.0.8
h11==0.14.0
halo==0.0.31
httplib2==0.21.0
humanfriendly==10.0
humanize==4.4.0
idna==3.3
imageio==2.22.4
importlib-resources==5.10.1
ipykernel==6.19.2
ipython==8.7.0
ipython-genutils==0.2.0
isodate==0.6.1
jedi==0.18.2
Jinja2==3.1.2
jmespath==0.10.0
json5==0.9.10
jsonpatch==1.32
jsonpointer==2.3
jsonschema==4.17.3
jupyter_client==7.4.8
jupyter_core==5.1.0
jupyterlab==2.2.5
jupyterlab-pygments==0.2.2
jupyterlab-server==1.2.0
kiwisolver==1.4.4
knack==0.10.1
kubernetes==25.3.0
log-symbols==0.0.14
lz4==4.0.2
MarkupSafe==2.1.1
matplotlib==3.6.2
matplotlib-inline==0.1.6
mistune==2.0.4
msal==1.18.0b1
msal-extensions==1.0.0
msgpack==1.0.4
msrest==0.7.1
msrestazure==0.6.4
multidict==6.0.3
nbclient==0.7.2
nbconvert==7.2.6
nbformat==5.7.0
nest-asyncio==1.5.6
networkx==2.8.8
notebook==6.0.3
numpy==1.23.5
nvidia-ml-py==11.495.46
nvidia-ml-py3==7.352.0
oauth2client==4.1.3
oauthlib==3.2.2
opencensus==0.11.0
opencensus-context==0.1.3
opentelemetry-api==1.1.0
opentelemetry-exporter-otlp==1.1.0
opentelemetry-exporter-otlp-proto-grpc==1.1.0
opentelemetry-proto==1.1.0
opentelemetry-sdk==1.1.0
opentelemetry-semantic-conventions==0.20b0
packaging==21.3
pandas==1.5.2
pandocfilters==1.5.0
paramiko==2.12.0
parso==0.8.3
pathspec==0.10.2
pexpect==4.8.0
pickleshare==0.7.5
Pillow==9.3.0
pip==22.2.2
pkginfo==1.9.2
platformdirs==2.6.0
pluggy==1.0.0
portalocker==2.6.0
prometheus-client==0.13.1
prompt-toolkit==3.0.36
property-manager==3.0
proto-plus==1.22.1
protobuf==3.20.3
psutil==5.9.4
ptyprocess==0.7.0
pure-eval==0.2.2
py-spy==0.3.14
pyarrow==7.0.0
pyasn1==0.4.8
pyasn1-modules==0.2.8
pycosat==0.6.4
pycparser==2.21
pydantic==1.10.2
Pygments==2.13.0
PyJWT==2.6.0
PyNaCl==1.5.0
pyOpenSSL==22.0.0
pyparsing==3.0.9
pyrsistent==0.19.2
PySocks==1.7.1
python-dateutil==2.8.2
pytz==2022.6
pytz-deprecation-shim==0.1.0.post0
PyWavelets==1.4.1
PyYAML==5.4.1
pyzmq==24.0.1
ray==2.2.0
ray-cpp==2.2.0
redis==3.5.3
requests==2.27.1
requests-oauthlib==1.3.1
rich==12.6.0
rsa==4.7.2
ruamel.yaml==0.17.21
ruamel.yaml.clib==0.2.6
s3transfer==0.6.0
scikit-image==0.19.3
scipy==1.9.3
Send2Trash==1.8.0
setuptools==65.5.0
six==1.13.0
smart-open==6.2.0
smmap==5.0.0
sniffio==1.3.0
soupsieve==2.3.2.post1
spinners==0.0.24
stack-data==0.6.2
starlette==0.22.0
tabulate==0.9.0
tensorboardX==2.5.1
termcolor==2.1.1
terminado==0.10.1
tifffile==2022.10.10
tinycss2==1.2.1
toolz==0.12.0
tornado==6.2
tqdm==4.63.0
traitlets==5.7.0
typer==0.7.0
typing_extensions==4.4.0
tzdata==2022.7
tzlocal==4.2
uritemplate==3.0.1
urllib3==1.26.13
uvicorn==0.20.0
verboselogs==1.7
virtualenv==20.17.1
wcwidth==0.2.5
webencodings==0.5.1
websocket-client==1.4.2
wheel==0.37.1
wrapt==1.14.1
yarl==1.8.2

Ray 2.2.0, CUDA version 11.1​

The base image anyscale/ray:2.2.0-py310-cu111 contains the following packages:

adal==1.2.7
aiohttp==3.8.3
aiohttp-cors==0.7.0
aiorwlock==1.3.0
aiosignal==1.3.1
anyio==3.6.2
anyscale==0.5.66
anyscale-node-provider==0.0.1
applicationinsights==0.11.10
argcomplete==1.12.3
argon2-cffi==21.3.0
argon2-cffi-bindings==21.2.0
asttokens==2.2.1
async-timeout==4.0.2
attrs==22.1.0
awscli==1.25.6
awscliv2==2.2.0
azure-cli-core==2.40.0
azure-cli-telemetry==1.0.8
azure-common==1.1.28
azure-core==1.26.1
azure-identity==1.10.0
azure-mgmt-compute==23.1.0
azure-mgmt-core==1.3.2
azure-mgmt-network==19.0.0
azure-mgmt-resource==20.0.0
backcall==0.2.0
backoff==1.10.0
bcrypt==4.0.1
beautifulsoup4==4.11.1
bleach==5.0.1
blessed==1.19.1
boto3==1.26.26
botocore==1.29.26
brotlipy==0.7.0
cachetools==5.2.0
certifi==2022.9.24
cffi==1.15.1
charset-normalizer==2.0.4
click==8.1.3
cloudpickle==2.2.0
colorama==0.4.4
coloredlogs==15.0.1
colorful==0.5.5
comm==0.1.2
commonmark==0.9.1
conda==22.11.1
conda-content-trust==0+unknown
conda-package-handling==1.9.0
contourpy==1.0.6
cryptography==38.0.1
cycler==0.11.0
Cython==0.29.26
debugpy==1.6.4
decorator==5.1.1
defusedxml==0.7.1
distlib==0.3.6
dm-tree==0.1.7
docutils==0.16
entrypoints==0.4
executing==1.2.0
executor==23.2
expiringdict==1.2.2
fastapi==0.88.0
fasteners==0.18
fastjsonschema==2.16.2
filelock==3.8.2
flatbuffers==22.12.6
fonttools==4.38.0
frozenlist==1.3.3
fsspec==2022.11.0
gitdb==4.0.10
GitPython==3.1.29
google-api-core==2.11.0
google-api-python-client==1.7.8
google-auth==2.15.0
google-auth-httplib2==0.1.0
google-cloud-core==2.3.2
google-cloud-secret-manager==2.12.6
google-cloud-storage==2.7.0
google-crc32c==1.5.0
google-oauth==1.0.1
google-resumable-media==2.4.0
googleapis-common-protos==1.57.0
gpustat==1.0.0b1
grpc-google-iam-v1==0.12.4
grpcio==1.51.1
grpcio-status==1.48.2
grpcio-tools==1.51.1
gym==0.23.1
gym-notices==0.0.8
h11==0.14.0
halo==0.0.31
httplib2==0.21.0
humanfriendly==10.0
humanize==4.4.0
idna==3.3
imageio==2.22.4
importlib-resources==5.10.1
ipykernel==6.19.2
ipython==8.7.0
ipython-genutils==0.2.0
isodate==0.6.1
jedi==0.18.2
Jinja2==3.1.2
jmespath==0.10.0
json5==0.9.10
jsonpatch==1.32
jsonpointer==2.3
jsonschema==4.17.3
jupyter_client==7.4.8
jupyter_core==5.1.0
jupyterlab==2.2.5
jupyterlab-pygments==0.2.2
jupyterlab-server==1.2.0
kiwisolver==1.4.4
knack==0.10.1
kubernetes==25.3.0
log-symbols==0.0.14
lz4==4.0.2
MarkupSafe==2.1.1
matplotlib==3.6.2
matplotlib-inline==0.1.6
mistune==2.0.4
msal==1.18.0b1
msal-extensions==1.0.0
msgpack==1.0.4
msrest==0.7.1
msrestazure==0.6.4
multidict==6.0.3
nbclient==0.7.2
nbconvert==7.2.6
nbformat==5.7.0
nest-asyncio==1.5.6
networkx==2.8.8
notebook==6.0.3
numpy==1.23.5
nvidia-ml-py==11.495.46
nvidia-ml-py3==7.352.0
oauth2client==4.1.3
oauthlib==3.2.2
opencensus==0.11.0
opencensus-context==0.1.3
opentelemetry-api==1.1.0
opentelemetry-exporter-otlp==1.1.0
opentelemetry-exporter-otlp-proto-grpc==1.1.0
opentelemetry-proto==1.1.0
opentelemetry-sdk==1.1.0
opentelemetry-semantic-conventions==0.20b0
packaging==21.3
pandas==1.5.2
pandocfilters==1.5.0
paramiko==2.12.0
parso==0.8.3
pathspec==0.10.2
pexpect==4.8.0
pickleshare==0.7.5
Pillow==9.3.0
pip==22.2.2
pkginfo==1.9.2
platformdirs==2.6.0
pluggy==1.0.0
portalocker==2.6.0
prometheus-client==0.13.1
prompt-toolkit==3.0.36
property-manager==3.0
proto-plus==1.22.1
protobuf==3.20.3
psutil==5.9.4
ptyprocess==0.7.0
pure-eval==0.2.2
py-spy==0.3.14
pyarrow==7.0.0
pyasn1==0.4.8
pyasn1-modules==0.2.8
pycosat==0.6.4
pycparser==2.21
pydantic==1.10.2
Pygments==2.13.0
PyJWT==2.6.0
PyNaCl==1.5.0
pyOpenSSL==22.0.0
pyparsing==3.0.9
pyrsistent==0.19.2
PySocks==1.7.1
python-dateutil==2.8.2
pytz==2022.6
pytz-deprecation-shim==0.1.0.post0
PyWavelets==1.4.1
PyYAML==5.4.1
pyzmq==24.0.1
ray==2.2.0
ray-cpp==2.2.0
redis==3.5.3
requests==2.27.1
requests-oauthlib==1.3.1
rich==12.6.0
rsa==4.7.2
ruamel.yaml==0.17.21
ruamel.yaml.clib==0.2.6
s3transfer==0.6.0
scikit-image==0.19.3
scipy==1.9.3
Send2Trash==1.8.0
setuptools==65.5.0
six==1.13.0
smart-open==6.2.0
smmap==5.0.0
sniffio==1.3.0
soupsieve==2.3.2.post1
spinners==0.0.24
stack-data==0.6.2
starlette==0.22.0
tabulate==0.9.0
tensorboardX==2.5.1
termcolor==2.1.1
terminado==0.10.1
tifffile==2022.10.10
tinycss2==1.2.1
toolz==0.12.0
tornado==6.2
tqdm==4.63.0
traitlets==5.7.0
typer==0.7.0
typing_extensions==4.4.0
tzdata==2022.7
tzlocal==4.2
uritemplate==3.0.1
urllib3==1.26.13
uvicorn==0.20.0
verboselogs==1.7
virtualenv==20.17.1
wcwidth==0.2.5
webencodings==0.5.1
websocket-client==1.4.2
wheel==0.37.1
wrapt==1.14.1
yarl==1.8.2

Ray 2.2.0, CUDA version 11.0​

The base image anyscale/ray:2.2.0-py310-cu110 contains the following packages:

adal==1.2.7
aiohttp==3.8.3
aiohttp-cors==0.7.0
aiorwlock==1.3.0
aiosignal==1.3.1
anyio==3.6.2
anyscale==0.5.66
anyscale-node-provider==0.0.1
applicationinsights==0.11.10
argcomplete==1.12.3
argon2-cffi==21.3.0
argon2-cffi-bindings==21.2.0
asttokens==2.2.1
async-timeout==4.0.2
attrs==22.1.0
awscli==1.25.6
awscliv2==2.2.0
azure-cli-core==2.40.0
azure-cli-telemetry==1.0.8
azure-common==1.1.28
azure-core==1.26.1
azure-identity==1.10.0
azure-mgmt-compute==23.1.0
azure-mgmt-core==1.3.2
azure-mgmt-network==19.0.0
azure-mgmt-resource==20.0.0
backcall==0.2.0
backoff==1.10.0
bcrypt==4.0.1
beautifulsoup4==4.11.1
bleach==5.0.1
blessed==1.19.1
boto3==1.26.26
botocore==1.29.26
brotlipy==0.7.0
cachetools==5.2.0
certifi==2022.9.24
cffi==1.15.1
charset-normalizer==2.0.4
click==8.1.3
cloudpickle==2.2.0
colorama==0.4.4
coloredlogs==15.0.1
colorful==0.5.5
comm==0.1.2
commonmark==0.9.1
conda==22.11.1
conda-content-trust==0+unknown
conda-package-handling==1.9.0
contourpy==1.0.6
cryptography==38.0.1
cycler==0.11.0
Cython==0.29.26
debugpy==1.6.4
decorator==5.1.1
defusedxml==0.7.1
distlib==0.3.6
dm-tree==0.1.7
docutils==0.16
entrypoints==0.4
executing==1.2.0
executor==23.2
expiringdict==1.2.2
fastapi==0.88.0
fasteners==0.18
fastjsonschema==2.16.2
filelock==3.8.2
flatbuffers==22.12.6
fonttools==4.38.0
frozenlist==1.3.3
fsspec==2022.11.0
gitdb==4.0.10
GitPython==3.1.29
google-api-core==2.11.0
google-api-python-client==1.7.8
google-auth==2.15.0
google-auth-httplib2==0.1.0
google-cloud-core==2.3.2
google-cloud-secret-manager==2.12.6
google-cloud-storage==2.7.0
google-crc32c==1.5.0
google-oauth==1.0.1
google-resumable-media==2.4.0
googleapis-common-protos==1.57.0
gpustat==1.0.0b1
grpc-google-iam-v1==0.12.4
grpcio==1.51.1
grpcio-status==1.48.2
grpcio-tools==1.51.1
gym==0.23.1
gym-notices==0.0.8
h11==0.14.0
halo==0.0.31
httplib2==0.21.0
humanfriendly==10.0
humanize==4.4.0
idna==3.3
imageio==2.22.4
importlib-resources==5.10.1
ipykernel==6.19.2
ipython==8.7.0
ipython-genutils==0.2.0
isodate==0.6.1
jedi==0.18.2
Jinja2==3.1.2
jmespath==0.10.0
json5==0.9.10
jsonpatch==1.32
jsonpointer==2.3
jsonschema==4.17.3
jupyter_client==7.4.8
jupyter_core==5.1.0
jupyterlab==2.2.5
jupyterlab-pygments==0.2.2
jupyterlab-server==1.2.0
kiwisolver==1.4.4
knack==0.10.1
kubernetes==25.3.0
log-symbols==0.0.14
lz4==4.0.2
MarkupSafe==2.1.1
matplotlib==3.6.2
matplotlib-inline==0.1.6
mistune==2.0.4
msal==1.18.0b1
msal-extensions==1.0.0
msgpack==1.0.4
msrest==0.7.1
msrestazure==0.6.4
multidict==6.0.3
nbclient==0.7.2
nbconvert==7.2.6
nbformat==5.7.0
nest-asyncio==1.5.6
networkx==2.8.8
notebook==6.0.3
numpy==1.23.5
nvidia-ml-py==11.495.46
nvidia-ml-py3==7.352.0
oauth2client==4.1.3
oauthlib==3.2.2
opencensus==0.11.0
opencensus-context==0.1.3
opentelemetry-api==1.1.0
opentelemetry-exporter-otlp==1.1.0
opentelemetry-exporter-otlp-proto-grpc==1.1.0
opentelemetry-proto==1.1.0
opentelemetry-sdk==1.1.0
opentelemetry-semantic-conventions==0.20b0
packaging==21.3
pandas==1.5.2
pandocfilters==1.5.0
paramiko==2.12.0
parso==0.8.3
pathspec==0.10.2
pexpect==4.8.0
pickleshare==0.7.5
Pillow==9.3.0
pip==22.2.2
pkginfo==1.9.2
platformdirs==2.6.0
pluggy==1.0.0
portalocker==2.6.0
prometheus-client==0.13.1
prompt-toolkit==3.0.36
property-manager==3.0
proto-plus==1.22.1
protobuf==3.20.3
psutil==5.9.4
ptyprocess==0.7.0
pure-eval==0.2.2
py-spy==0.3.14
pyarrow==7.0.0
pyasn1==0.4.8
pyasn1-modules==0.2.8
pycosat==0.6.4
pycparser==2.21
pydantic==1.10.2
Pygments==2.13.0
PyJWT==2.6.0
PyNaCl==1.5.0
pyOpenSSL==22.0.0
pyparsing==3.0.9
pyrsistent==0.19.2
PySocks==1.7.1
python-dateutil==2.8.2
pytz==2022.6
pytz-deprecation-shim==0.1.0.post0
PyWavelets==1.4.1
PyYAML==5.4.1
pyzmq==24.0.1
ray==2.2.0
ray-cpp==2.2.0
redis==3.5.3
requests==2.27.1
requests-oauthlib==1.3.1
rich==12.6.0
rsa==4.7.2
ruamel.yaml==0.17.21
ruamel.yaml.clib==0.2.6
s3transfer==0.6.0
scikit-image==0.19.3
scipy==1.9.3
Send2Trash==1.8.0
setuptools==65.5.0
six==1.13.0
smart-open==6.2.0
smmap==5.0.0
sniffio==1.3.0
soupsieve==2.3.2.post1
spinners==0.0.24
stack-data==0.6.2
starlette==0.22.0
tabulate==0.9.0
tensorboardX==2.5.1
termcolor==2.1.1
terminado==0.10.1
tifffile==2022.10.10
tinycss2==1.2.1
toolz==0.12.0
tornado==6.2
tqdm==4.63.0
traitlets==5.7.0
typer==0.7.0
typing_extensions==4.4.0
tzdata==2022.7
tzlocal==4.2
uritemplate==3.0.1
urllib3==1.26.13
uvicorn==0.20.0
verboselogs==1.7
virtualenv==20.17.1
wcwidth==0.2.5
webencodings==0.5.1
websocket-client==1.4.2
wheel==0.37.1
wrapt==1.14.1
yarl==1.8.2

Ray 2.2.0, CUDA version 10.2​

The base image anyscale/ray:2.2.0-py310-cu102 contains the following packages:

adal==1.2.7
aiohttp==3.8.3
aiohttp-cors==0.7.0
aiorwlock==1.3.0
aiosignal==1.3.1
anyio==3.6.2
anyscale==0.5.66
anyscale-node-provider==0.0.1
applicationinsights==0.11.10
argcomplete==1.12.3
argon2-cffi==21.3.0
argon2-cffi-bindings==21.2.0
asttokens==2.2.1
async-timeout==4.0.2
attrs==22.1.0
awscli==1.25.6
awscliv2==2.2.0
azure-cli-core==2.40.0
azure-cli-telemetry==1.0.8
azure-common==1.1.28
azure-core==1.26.1
azure-identity==1.10.0
azure-mgmt-compute==23.1.0
azure-mgmt-core==1.3.2
azure-mgmt-network==19.0.0
azure-mgmt-resource==20.0.0
backcall==0.2.0
backoff==1.10.0
bcrypt==4.0.1
beautifulsoup4==4.11.1
bleach==5.0.1
blessed==1.19.1
boto3==1.26.26
botocore==1.29.26
brotlipy==0.7.0
cachetools==5.2.0
certifi==2022.6.15
cffi==1.15.0
charset-normalizer==2.0.4
click==8.1.3
cloudpickle==2.2.0
colorama==0.4.4
coloredlogs==15.0.1
colorful==0.5.5
comm==0.1.2
commonmark==0.9.1
conda==4.14.0
conda-content-trust==0+unknown
conda-package-handling==1.8.1
contourpy==1.0.6
cryptography==37.0.1
cycler==0.11.0
Cython==0.29.26
cytoolz==0.11.0
debugpy==1.6.4
decorator==5.1.1
defusedxml==0.7.1
distlib==0.3.6
dm-tree==0.1.7
docutils==0.16
entrypoints==0.4
executing==1.2.0
executor==23.2
expiringdict==1.2.2
fastapi==0.88.0
fasteners==0.18
fastjsonschema==2.16.2
filelock==3.8.2
flatbuffers==2.0.7
fonttools==4.38.0
frozenlist==1.3.3
fsspec==2022.11.0
gitdb==4.0.10
GitPython==3.1.29
google-api-core==2.11.0
google-api-python-client==1.7.8
google-auth==2.15.0
google-auth-httplib2==0.1.0
google-cloud-core==2.3.2
google-cloud-secret-manager==2.12.6
google-cloud-storage==2.7.0
google-crc32c==1.5.0
google-oauth==1.0.1
google-resumable-media==2.4.0
googleapis-common-protos==1.57.0
gpustat==1.0.0b1
grpc-google-iam-v1==0.12.4
grpcio==1.51.1
grpcio-status==1.48.2
grpcio-tools==1.51.1
gym==0.23.1
gym-notices==0.0.8
h11==0.14.0
halo==0.0.31
httplib2==0.21.0
humanfriendly==10.0
humanize==4.4.0
idna==3.3
imageio==2.22.4
importlib-resources==5.10.1
ipykernel==6.19.2
ipython==8.7.0
ipython-genutils==0.2.0
isodate==0.6.1
jedi==0.18.2
Jinja2==3.1.2
jmespath==0.10.0
json5==0.9.10
jsonpatch==1.32
jsonpointer==2.3
jsonschema==4.17.3
jupyter_client==7.4.8
jupyter_core==5.1.0
jupyterlab==2.2.5
jupyterlab-pygments==0.2.2
jupyterlab-server==1.2.0
kiwisolver==1.4.4
knack==0.10.1
kubernetes==25.3.0
log-symbols==0.0.14
lz4==4.0.2
MarkupSafe==2.1.1
matplotlib==3.6.2
matplotlib-inline==0.1.6
mistune==2.0.4
msal==1.18.0b1
msal-extensions==1.0.0
msgpack==1.0.4
msrest==0.7.1
msrestazure==0.6.4
multidict==6.0.3
nbclient==0.7.2
nbconvert==7.2.6
nbformat==5.7.0
nest-asyncio==1.5.6
networkx==2.8.8
notebook==6.0.3
numpy==1.23.2
nvidia-ml-py==11.495.46
nvidia-ml-py3==7.352.0
oauth2client==4.1.3
oauthlib==3.2.2
opencensus==0.11.0
opencensus-context==0.1.3
opentelemetry-api==1.1.0
opentelemetry-exporter-otlp==1.1.0
opentelemetry-exporter-otlp-proto-grpc==1.1.0
opentelemetry-proto==1.1.0
opentelemetry-sdk==1.1.0
opentelemetry-semantic-conventions==0.20b0
packaging==21.3
pandas==1.5.2
pandocfilters==1.5.0
paramiko==2.12.0
parso==0.8.3
pathspec==0.10.2
pexpect==4.8.0
pickleshare==0.7.5
Pillow==9.3.0
pip==22.1.2
pkginfo==1.9.2
platformdirs==2.6.0
portalocker==2.6.0
prometheus-client==0.13.1
prompt-toolkit==3.0.36
property-manager==3.0
proto-plus==1.22.1
protobuf==3.20.3
psutil==5.9.1
ptyprocess==0.7.0
pure-eval==0.2.2
py-spy==0.3.14
pyarrow==7.0.0
pyasn1==0.4.8
pyasn1-modules==0.2.8
pycosat==0.6.3
pycparser==2.21
pydantic==1.10.2
Pygments==2.13.0
PyJWT==2.6.0
PyNaCl==1.5.0
pyOpenSSL==22.0.0
pyparsing==3.0.9
pyrsistent==0.19.2
PySocks==1.7.1
python-dateutil==2.8.2
pytz==2022.6
pytz-deprecation-shim==0.1.0.post0
PyWavelets==1.4.1
PyYAML==5.4.1
pyzmq==24.0.1
ray==2.2.0
ray-cpp==2.2.0
redis==3.5.3
requests==2.27.1
requests-oauthlib==1.3.1
rich==12.6.0
rsa==4.7.2
ruamel-yaml-conda==0.15.100
s3transfer==0.6.0
scikit-image==0.19.3
scipy==1.9.3
Send2Trash==1.8.0
setuptools==63.4.1
six==1.13.0
smart-open==6.2.0
smmap==5.0.0
sniffio==1.3.0
soupsieve==2.3.2.post1
spinners==0.0.24
stack-data==0.6.2
starlette==0.22.0
tabulate==0.9.0
tensorboardX==2.5.1
termcolor==2.1.1
terminado==0.10.1
tifffile==2022.10.10
tinycss2==1.2.1
toolz==0.11.2
tornado==6.2
tqdm==4.63.0
traitlets==5.7.0
typer==0.7.0
typing_extensions==4.4.0
tzdata==2022.7
tzlocal==4.2
uritemplate==3.0.1
urllib3==1.26.13
uvicorn==0.20.0
verboselogs==1.7
virtualenv==20.17.1
wcwidth==0.2.5
webencodings==0.5.1
websocket-client==1.4.2
wheel==0.37.1
wrapt==1.14.1
yarl==1.8.2

Ray 2.2.0, CUDA version 10.1​

The base image anyscale/ray:2.2.0-py310-cu101 contains the following packages:

adal==1.2.7
aiohttp==3.8.3
aiohttp-cors==0.7.0
aiorwlock==1.3.0
aiosignal==1.3.1
anyio==3.6.2
anyscale==0.5.66
anyscale-node-provider==0.0.1
applicationinsights==0.11.10
argcomplete==1.12.3
argon2-cffi==21.3.0
argon2-cffi-bindings==21.2.0
asttokens==2.2.1
async-timeout==4.0.2
attrs==22.1.0
awscli==1.25.6
awscliv2==2.2.0
azure-cli-core==2.40.0
azure-cli-telemetry==1.0.8
azure-common==1.1.28
azure-core==1.26.1
azure-identity==1.10.0
azure-mgmt-compute==23.1.0
azure-mgmt-core==1.3.2
azure-mgmt-network==19.0.0
azure-mgmt-resource==20.0.0
backcall==0.2.0
backoff==1.10.0
bcrypt==4.0.1
beautifulsoup4==4.11.1
bleach==5.0.1
blessed==1.19.1
boto3==1.26.26
botocore==1.29.26
brotlipy==0.7.0
cachetools==5.2.0
certifi==2022.6.15
cffi==1.15.0
charset-normalizer==2.0.4
click==8.1.3
cloudpickle==2.2.0
colorama==0.4.4
coloredlogs==15.0.1
colorful==0.5.5
comm==0.1.2
commonmark==0.9.1
conda==4.14.0
conda-content-trust==0+unknown
conda-package-handling==1.8.1
contourpy==1.0.6
cryptography==37.0.1
cycler==0.11.0
Cython==0.29.26
cytoolz==0.11.0
debugpy==1.6.4
decorator==5.1.1
defusedxml==0.7.1
distlib==0.3.6
dm-tree==0.1.7
docutils==0.16
entrypoints==0.4
executing==1.2.0
executor==23.2
expiringdict==1.2.2
fastapi==0.88.0
fasteners==0.18
fastjsonschema==2.16.2
filelock==3.8.2
flatbuffers==2.0.7
fonttools==4.38.0
frozenlist==1.3.3
fsspec==2022.11.0
gitdb==4.0.10
GitPython==3.1.29
google-api-core==2.11.0
google-api-python-client==1.7.8
google-auth==2.15.0
google-auth-httplib2==0.1.0
google-cloud-core==2.3.2
google-cloud-secret-manager==2.12.6
google-cloud-storage==2.7.0
google-crc32c==1.5.0
google-oauth==1.0.1
google-resumable-media==2.4.0
googleapis-common-protos==1.57.0
gpustat==1.0.0b1
grpc-google-iam-v1==0.12.4
grpcio==1.51.1
grpcio-status==1.48.2
grpcio-tools==1.51.1
gym==0.23.1
gym-notices==0.0.8
h11==0.14.0
halo==0.0.31
httplib2==0.21.0
humanfriendly==10.0
humanize==4.4.0
idna==3.3
imageio==2.22.4
importlib-resources==5.10.1
ipykernel==6.19.2
ipython==8.7.0
ipython-genutils==0.2.0
isodate==0.6.1
jedi==0.18.2
Jinja2==3.1.2
jmespath==0.10.0
json5==0.9.10
jsonpatch==1.32
jsonpointer==2.3
jsonschema==4.17.3
jupyter_client==7.4.8
jupyter_core==5.1.0
jupyterlab==2.2.5
jupyterlab-pygments==0.2.2
jupyterlab-server==1.2.0
kiwisolver==1.4.4
knack==0.10.1
kubernetes==25.3.0
log-symbols==0.0.14
lz4==4.0.2
MarkupSafe==2.1.1
matplotlib==3.6.2
matplotlib-inline==0.1.6
mistune==2.0.4
msal==1.18.0b1
msal-extensions==1.0.0
msgpack==1.0.4
msrest==0.7.1
msrestazure==0.6.4
multidict==6.0.3
nbclient==0.7.2
nbconvert==7.2.6
nbformat==5.7.0
nest-asyncio==1.5.6
networkx==2.8.8
notebook==6.0.3
numpy==1.23.2
nvidia-ml-py==11.495.46
nvidia-ml-py3==7.352.0
oauth2client==4.1.3
oauthlib==3.2.2
opencensus==0.11.0
opencensus-context==0.1.3
opentelemetry-api==1.1.0
opentelemetry-exporter-otlp==1.1.0
opentelemetry-exporter-otlp-proto-grpc==1.1.0
opentelemetry-proto==1.1.0
opentelemetry-sdk==1.1.0
opentelemetry-semantic-conventions==0.20b0
packaging==21.3
pandas==1.5.2
pandocfilters==1.5.0
paramiko==2.12.0
parso==0.8.3
pathspec==0.10.2
pexpect==4.8.0
pickleshare==0.7.5
Pillow==9.3.0
pip==22.1.2
pkginfo==1.9.2
platformdirs==2.6.0
portalocker==2.6.0
prometheus-client==0.13.1
prompt-toolkit==3.0.36
property-manager==3.0
proto-plus==1.22.1
protobuf==3.20.3
psutil==5.9.1
ptyprocess==0.7.0
pure-eval==0.2.2
py-spy==0.3.14
pyarrow==7.0.0
pyasn1==0.4.8
pyasn1-modules==0.2.8
pycosat==0.6.3
pycparser==2.21
pydantic==1.10.2
Pygments==2.13.0
PyJWT==2.6.0
PyNaCl==1.5.0
pyOpenSSL==22.0.0
pyparsing==3.0.9
pyrsistent==0.19.2
PySocks==1.7.1
python-dateutil==2.8.2
pytz==2022.6
pytz-deprecation-shim==0.1.0.post0
PyWavelets==1.4.1
PyYAML==5.4.1
pyzmq==24.0.1
ray==2.2.0
ray-cpp==2.2.0
redis==3.5.3
requests==2.27.1
requests-oauthlib==1.3.1
rich==12.6.0
rsa==4.7.2
ruamel-yaml-conda==0.15.100
s3transfer==0.6.0
scikit-image==0.19.3
scipy==1.9.3
Send2Trash==1.8.0
setuptools==63.4.1
six==1.13.0
smart-open==6.2.0
smmap==5.0.0
sniffio==1.3.0
soupsieve==2.3.2.post1
spinners==0.0.24
stack-data==0.6.2
starlette==0.22.0
tabulate==0.9.0
tensorboardX==2.5.1
termcolor==2.1.1
terminado==0.10.1
tifffile==2022.10.10
tinycss2==1.2.1
toolz==0.11.2
tornado==6.2
tqdm==4.63.0
traitlets==5.7.0
typer==0.7.0
typing_extensions==4.4.0
tzdata==2022.7
tzlocal==4.2
uritemplate==3.0.1
urllib3==1.26.13
uvicorn==0.20.0
verboselogs==1.7
virtualenv==20.17.1
wcwidth==0.2.5
webencodings==0.5.1
websocket-client==1.4.2
wheel==0.37.1
wrapt==1.14.1
yarl==1.8.2