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Python 3.11 Anyscale and Ray Dependencies

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Ray 2.10.0​

The base image anyscale/ray:2.10.0-py311-cpu contains the following packages:

adal==1.2.7
aiofiles==22.1.0
aiohttp==3.8.6
aiohttp-cors==0.7.0
aiosignal==1.3.1
aiosqlite==0.20.0
annotated-types==0.6.0
anyio==3.7.1
anyscale==0.24.5
applicationinsights==0.11.10
archspec==0.2.1
argcomplete==1.12.3
argon2-cffi==23.1.0
argon2-cffi-bindings==21.2.0
arrow==1.3.0
asttokens==2.4.1
async-timeout==4.0.3
attrs==23.2.0
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==1.30.1
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==2.14.0
backoff==1.10.0
bcrypt==4.1.2
beautifulsoup4==4.12.3
bleach==6.1.0
boltons==23.0.0
boto3==1.26.76
botocore==1.29.105
Brotli==1.0.9
cachetools==5.3.2
certifi==2023.11.17
cffi==1.16.0
charset-normalizer==3.3.2
click==8.1.7
cloudpickle==2.2.0
colorama==0.4.4
coloredlogs==15.0.1
colorful==0.5.5
comm==0.2.2
commonmark==0.9.1
conda==24.1.2
conda-content-trust==0.2.0
conda-libmamba-solver==23.11.1
conda-package-handling==2.2.0
conda_package_streaming==0.9.0
cryptography==38.0.1
Cython==0.29.32
debugpy==1.8.0
decorator==5.1.1
defusedxml==0.7.1
distlib==0.3.7
distro==1.8.0
dm-tree==0.1.8
docutils==0.16
entrypoints==0.4
executing==2.0.1
executor==23.2
Farama-Notifications==0.0.4
fastapi==0.109.2
fasteners==0.19
fastjsonschema==2.19.1
filelock==3.13.1
flatbuffers==24.3.7
fqdn==1.5.1
frozenlist==1.4.0
fsspec==2023.5.0
gitdb==4.0.11
GitPython==3.1.42
google-api-core==2.17.1
google-api-python-client==1.7.8
google-auth==2.28.2
google-auth-httplib2==0.2.0
google-cloud-certificate-manager==1.6.3
google-cloud-common==1.3.3
google-cloud-compute==1.18.0
google-cloud-core==2.4.1
google-cloud-filestore==1.9.3
google-cloud-redis==2.15.3
google-cloud-resource-manager==1.12.3
google-cloud-secret-manager==2.18.3
google-cloud-storage==2.16.0
google-crc32c==1.5.0
google-oauth==1.0.1
google-resumable-media==2.7.0
googleapis-common-protos==1.61.0
grpc-google-iam-v1==0.13.0
grpcio==1.62.1
grpcio-status==1.62.1
grpcio-tools==1.62.1
gymnasium==0.28.1
h11==0.12.0
halo==0.0.31
httplib2==0.22.0
httptools==0.6.1
humanfriendly==10.0
humanize==4.9.0
idna==3.6
imageio==2.31.1
importlib_resources==6.3.2
ipykernel==6.29.3
ipython==8.22.2
ipython-genutils==0.2.0
ipywidgets==8.0.6
isodate==0.6.1
isoduration==20.11.0
jax-jumpy==1.0.0
jedi==0.19.1
Jinja2==3.1.3
jmespath==1.0.1
json5==0.9.24
jsonpatch==1.32
jsonpointer==2.1
jsonschema==4.21.1
jsonschema-specifications==2023.12.1
jupyter_client==7.4.9
jupyter_core==5.7.2
jupyter-events==0.10.0
jupyter_server==2.13.0
jupyter_server_fileid==0.9.1
jupyter_server_terminals==0.4.4
jupyter_server_ydoc==0.6.1
jupyter-ydoc==0.2.5
jupyterlab==3.6.1
jupyterlab_pygments==0.3.0
jupyterlab_server==2.25.4
jupyterlab_widgets==3.0.10
knack==0.10.1
lazy_loader==0.3
libmambapy==1.5.3
log-symbols==0.0.14
lz4==4.3.2
MarkupSafe==2.1.5
matplotlib-inline==0.1.6
menuinst==2.0.2
mistune==3.0.2
msal==1.18.0b1
msal-extensions==1.0.0
msgpack==1.0.7
msrest==0.7.1
msrestazure==0.6.4
multidict==6.0.4
nbclassic==1.0.0
nbclient==0.10.0
nbconvert==7.16.2
nbformat==5.10.3
nest-asyncio==1.6.0
networkx==3.2.1
notebook==6.5.6
notebook_shim==0.2.4
numpy==1.23.5
oauth2client==4.1.3
oauthlib==3.2.2
opencensus==0.11.3
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
overrides==7.7.0
packaging==21.3
pandas==1.5.3
pandocfilters==1.5.1
paramiko==2.12.0
parso==0.8.3
pathspec==0.12.1
pexpect==4.9.0
Pillow==9.2.0
pip==23.1.2
pkginfo==1.10.0
platformdirs==3.11.0
pluggy==1.0.0
portalocker==2.8.2
prometheus-client==0.19.0
prompt-toolkit==3.0.43
property-manager==3.0
proto-plus==1.23.0
protobuf==4.25.3
psutil==5.9.8
ptyprocess==0.7.0
pure-eval==0.2.2
py-spy==0.3.14
pyarrow==12.0.1
pyasn1==0.5.1
pyasn1-modules==0.3.0
pycosat==0.6.6
pycparser==2.21
pydantic==2.5.0
pydantic_core==2.14.1
Pygments==2.13.0
PyJWT==2.8.0
PyNaCl==1.5.0
pyOpenSSL==23.0.0
pyparsing==3.1.1
pyrsistent==0.20.0
PySocks==1.7.1
python-dateutil==2.8.2
python-dotenv==1.0.1
python-json-logger==2.0.7
pytz==2022.7.1
PyYAML==5.3.1
pyzmq==24.0.1
ray==2.10.0
redis==3.5.3
referencing==0.34.0
requests==2.31.0
requests-oauthlib==1.4.0
rfc3339-validator==0.1.4
rfc3986-validator==0.1.1
rich==12.6.0
rpds-py==0.18.0
rsa==4.7.2
ruamel.yaml==0.17.21
s3transfer==0.6.2
scikit-image==0.22.0
scipy==1.12.0
Send2Trash==1.8.2
setuptools==68.0.0
six==1.16.0
smart-open==6.2.0
smmap==5.0.1
sniffio==1.3.0
soundfile==0.12.1
soupsieve==2.5
spinners==0.0.24
stack-data==0.6.3
starlette==0.36.3
tabulate==0.9.0
tensorboardX==2.6
termcolor==2.4.0
terminado==0.10.1
tifffile==2023.7.10
tinycss2==1.2.1
tornado==6.4
tqdm==4.65.0
traitlets==5.14.2
truststore==0.8.0
typer==0.9.0
types-python-dateutil==2.9.0.20240316
typing_extensions==4.8.0
tzlocal==5.2
uri-template==1.3.0
uritemplate==3.0.1
urllib3==1.26.18
uvicorn==0.22.0
uvloop==0.19.0
verboselogs==1.7
virtualenv==20.21.0
watchfiles==0.19.0
wcwidth==0.2.13
webcolors==1.13
webencodings==0.5.1
websocket-client==1.7.0
websockets==11.0.3
wheel==0.41.2
widgetsnbextension==4.0.10
wrapt==1.16.0
y-py==0.6.2
yarl==1.9.3
ypy-websocket==0.8.4
zstandard==0.19.0

Ray 2.10.0, CUDA version 12.1​

The base image anyscale/ray:2.10.0-py311-cu121 contains the following packages:

adal==1.2.7
aiofiles==22.1.0
aiohttp==3.8.6
aiohttp-cors==0.7.0
aiosignal==1.3.1
aiosqlite==0.20.0
annotated-types==0.6.0
anyio==3.7.1
anyscale==0.24.5
applicationinsights==0.11.10
archspec==0.2.1
argcomplete==1.12.3
argon2-cffi==23.1.0
argon2-cffi-bindings==21.2.0
arrow==1.3.0
asttokens==2.4.1
async-timeout==4.0.3
attrs==23.2.0
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==1.30.1
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==2.14.0
backoff==1.10.0
bcrypt==4.1.2
beautifulsoup4==4.12.3
bleach==6.1.0
boltons==23.0.0
boto3==1.26.76
botocore==1.29.105
Brotli==1.0.9
cachetools==5.3.2
certifi==2023.11.17
cffi==1.16.0
charset-normalizer==3.3.2
click==8.1.7
cloudpickle==2.2.0
colorama==0.4.4
coloredlogs==15.0.1
colorful==0.5.5
comm==0.2.2
commonmark==0.9.1
conda==24.1.2
conda-content-trust==0.2.0
conda-libmamba-solver==23.11.1
conda-package-handling==2.2.0
conda_package_streaming==0.9.0
cryptography==38.0.1
Cython==0.29.32
debugpy==1.8.0
decorator==5.1.1
defusedxml==0.7.1
distlib==0.3.7
distro==1.8.0
dm-tree==0.1.8
docutils==0.16
entrypoints==0.4
executing==2.0.1
executor==23.2
Farama-Notifications==0.0.4
fastapi==0.109.2
fasteners==0.19
fastjsonschema==2.19.1
filelock==3.13.1
flatbuffers==24.3.7
fqdn==1.5.1
frozenlist==1.4.0
fsspec==2023.5.0
gitdb==4.0.11
GitPython==3.1.42
google-api-core==2.17.1
google-api-python-client==1.7.8
google-auth==2.28.2
google-auth-httplib2==0.2.0
google-cloud-certificate-manager==1.6.3
google-cloud-common==1.3.3
google-cloud-compute==1.18.0
google-cloud-core==2.4.1
google-cloud-filestore==1.9.3
google-cloud-redis==2.15.3
google-cloud-resource-manager==1.12.3
google-cloud-secret-manager==2.18.3
google-cloud-storage==2.16.0
google-crc32c==1.5.0
google-oauth==1.0.1
google-resumable-media==2.7.0
googleapis-common-protos==1.61.0
grpc-google-iam-v1==0.13.0
grpcio==1.62.1
grpcio-status==1.62.1
grpcio-tools==1.62.1
gymnasium==0.28.1
h11==0.12.0
halo==0.0.31
httplib2==0.22.0
httptools==0.6.1
humanfriendly==10.0
humanize==4.9.0
idna==3.6
imageio==2.31.1
importlib_resources==6.3.2
ipykernel==6.29.3
ipython==8.22.2
ipython-genutils==0.2.0
ipywidgets==8.0.6
isodate==0.6.1
isoduration==20.11.0
jax-jumpy==1.0.0
jedi==0.19.1
Jinja2==3.1.3
jmespath==1.0.1
json5==0.9.24
jsonpatch==1.32
jsonpointer==2.1
jsonschema==4.21.1
jsonschema-specifications==2023.12.1
jupyter_client==7.4.9
jupyter_core==5.7.2
jupyter-events==0.10.0
jupyter_server==2.13.0
jupyter_server_fileid==0.9.1
jupyter_server_terminals==0.4.4
jupyter_server_ydoc==0.6.1
jupyter-ydoc==0.2.5
jupyterlab==3.6.1
jupyterlab_pygments==0.3.0
jupyterlab_server==2.25.4
jupyterlab_widgets==3.0.10
knack==0.10.1
lazy_loader==0.3
libmambapy==1.5.3
log-symbols==0.0.14
lz4==4.3.2
MarkupSafe==2.1.5
matplotlib-inline==0.1.6
menuinst==2.0.2
mistune==3.0.2
msal==1.18.0b1
msal-extensions==1.0.0
msgpack==1.0.7
msrest==0.7.1
msrestazure==0.6.4
multidict==6.0.4
nbclassic==1.0.0
nbclient==0.10.0
nbconvert==7.16.2
nbformat==5.10.3
nest-asyncio==1.6.0
networkx==3.2.1
notebook==6.5.6
notebook_shim==0.2.4
numpy==1.23.5
oauth2client==4.1.3
oauthlib==3.2.2
opencensus==0.11.3
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
overrides==7.7.0
packaging==21.3
pandas==1.5.3
pandocfilters==1.5.1
paramiko==2.12.0
parso==0.8.3
pathspec==0.12.1
pexpect==4.9.0
Pillow==9.2.0
pip==23.1.2
pkginfo==1.10.0
platformdirs==3.11.0
pluggy==1.0.0
portalocker==2.8.2
prometheus-client==0.19.0
prompt-toolkit==3.0.43
property-manager==3.0
proto-plus==1.23.0
protobuf==4.25.3
psutil==5.9.8
ptyprocess==0.7.0
pure-eval==0.2.2
py-spy==0.3.14
pyarrow==12.0.1
pyasn1==0.5.1
pyasn1-modules==0.3.0
pycosat==0.6.6
pycparser==2.21
pydantic==2.5.0
pydantic_core==2.14.1
Pygments==2.13.0
PyJWT==2.8.0
PyNaCl==1.5.0
pyOpenSSL==23.0.0
pyparsing==3.1.1
pyrsistent==0.20.0
PySocks==1.7.1
python-dateutil==2.8.2
python-dotenv==1.0.1
python-json-logger==2.0.7
pytz==2022.7.1
PyYAML==5.3.1
pyzmq==24.0.1
ray==2.10.0
redis==3.5.3
referencing==0.34.0
requests==2.31.0
requests-oauthlib==1.4.0
rfc3339-validator==0.1.4
rfc3986-validator==0.1.1
rich==12.6.0
rpds-py==0.18.0
rsa==4.7.2
ruamel.yaml==0.17.21
s3transfer==0.6.2
scikit-image==0.22.0
scipy==1.12.0
Send2Trash==1.8.2
setuptools==68.0.0
six==1.16.0
smart-open==6.2.0
smmap==5.0.1
sniffio==1.3.0
soundfile==0.12.1
soupsieve==2.5
spinners==0.0.24
stack-data==0.6.3
starlette==0.36.3
tabulate==0.9.0
tensorboardX==2.6
termcolor==2.4.0
terminado==0.10.1
tifffile==2023.7.10
tinycss2==1.2.1
tornado==6.4
tqdm==4.65.0
traitlets==5.14.2
truststore==0.8.0
typer==0.9.0
types-python-dateutil==2.9.0.20240316
typing_extensions==4.8.0
tzlocal==5.2
uri-template==1.3.0
uritemplate==3.0.1
urllib3==1.26.18
uvicorn==0.22.0
uvloop==0.19.0
verboselogs==1.7
virtualenv==20.21.0
watchfiles==0.19.0
wcwidth==0.2.13
webcolors==1.13
webencodings==0.5.1
websocket-client==1.7.0
websockets==11.0.3
wheel==0.41.2
widgetsnbextension==4.0.10
wrapt==1.16.0
y-py==0.6.2
yarl==1.9.3
ypy-websocket==0.8.4
zstandard==0.19.0

Ray 2.10.0, CUDA version 11.8​

The base image anyscale/ray:2.10.0-py311-cu118 contains the following packages:

adal==1.2.7
aiofiles==22.1.0
aiohttp==3.8.6
aiohttp-cors==0.7.0
aiosignal==1.3.1
aiosqlite==0.20.0
annotated-types==0.6.0
anyio==3.7.1
anyscale==0.24.5
applicationinsights==0.11.10
archspec==0.2.1
argcomplete==1.12.3
argon2-cffi==23.1.0
argon2-cffi-bindings==21.2.0
arrow==1.3.0
asttokens==2.4.1
async-timeout==4.0.3
attrs==23.2.0
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==1.30.1
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==2.14.0
backoff==1.10.0
bcrypt==4.1.2
beautifulsoup4==4.12.3
bleach==6.1.0
boltons==23.0.0
boto3==1.26.76
botocore==1.29.105
Brotli==1.0.9
cachetools==5.3.2
certifi==2023.11.17
cffi==1.16.0
charset-normalizer==3.3.2
click==8.1.7
cloudpickle==2.2.0
colorama==0.4.4
coloredlogs==15.0.1
colorful==0.5.5
comm==0.2.2
commonmark==0.9.1
conda==24.1.2
conda-content-trust==0.2.0
conda-libmamba-solver==23.11.1
conda-package-handling==2.2.0
conda_package_streaming==0.9.0
cryptography==38.0.1
Cython==0.29.32
debugpy==1.8.0
decorator==5.1.1
defusedxml==0.7.1
distlib==0.3.7
distro==1.8.0
dm-tree==0.1.8
docutils==0.16
entrypoints==0.4
executing==2.0.1
executor==23.2
Farama-Notifications==0.0.4
fastapi==0.109.2
fasteners==0.19
fastjsonschema==2.19.1
filelock==3.13.1
flatbuffers==24.3.7
fqdn==1.5.1
frozenlist==1.4.0
fsspec==2023.5.0
gitdb==4.0.11
GitPython==3.1.42
google-api-core==2.17.1
google-api-python-client==1.7.8
google-auth==2.28.2
google-auth-httplib2==0.2.0
google-cloud-certificate-manager==1.6.3
google-cloud-common==1.3.3
google-cloud-compute==1.18.0
google-cloud-core==2.4.1
google-cloud-filestore==1.9.3
google-cloud-redis==2.15.3
google-cloud-resource-manager==1.12.3
google-cloud-secret-manager==2.18.3
google-cloud-storage==2.16.0
google-crc32c==1.5.0
google-oauth==1.0.1
google-resumable-media==2.7.0
googleapis-common-protos==1.61.0
grpc-google-iam-v1==0.13.0
grpcio==1.62.1
grpcio-status==1.62.1
grpcio-tools==1.62.1
gymnasium==0.28.1
h11==0.12.0
halo==0.0.31
httplib2==0.22.0
httptools==0.6.1
humanfriendly==10.0
humanize==4.9.0
idna==3.6
imageio==2.31.1
importlib_resources==6.3.2
ipykernel==6.29.3
ipython==8.22.2
ipython-genutils==0.2.0
ipywidgets==8.0.6
isodate==0.6.1
isoduration==20.11.0
jax-jumpy==1.0.0
jedi==0.19.1
Jinja2==3.1.3
jmespath==1.0.1
json5==0.9.24
jsonpatch==1.32
jsonpointer==2.1
jsonschema==4.21.1
jsonschema-specifications==2023.12.1
jupyter_client==7.4.9
jupyter_core==5.7.2
jupyter-events==0.10.0
jupyter_server==2.13.0
jupyter_server_fileid==0.9.1
jupyter_server_terminals==0.4.4
jupyter_server_ydoc==0.6.1
jupyter-ydoc==0.2.5
jupyterlab==3.6.1
jupyterlab_pygments==0.3.0
jupyterlab_server==2.25.4
jupyterlab_widgets==3.0.10
knack==0.10.1
lazy_loader==0.3
libmambapy==1.5.3
log-symbols==0.0.14
lz4==4.3.2
MarkupSafe==2.1.5
matplotlib-inline==0.1.6
menuinst==2.0.2
mistune==3.0.2
msal==1.18.0b1
msal-extensions==1.0.0
msgpack==1.0.7
msrest==0.7.1
msrestazure==0.6.4
multidict==6.0.4
nbclassic==1.0.0
nbclient==0.10.0
nbconvert==7.16.2
nbformat==5.10.3
nest-asyncio==1.6.0
networkx==3.2.1
notebook==6.5.6
notebook_shim==0.2.4
numpy==1.23.5
oauth2client==4.1.3
oauthlib==3.2.2
opencensus==0.11.3
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
overrides==7.7.0
packaging==21.3
pandas==1.5.3
pandocfilters==1.5.1
paramiko==2.12.0
parso==0.8.3
pathspec==0.12.1
pexpect==4.9.0
Pillow==9.2.0
pip==23.1.2
pkginfo==1.10.0
platformdirs==3.11.0
pluggy==1.0.0
portalocker==2.8.2
prometheus-client==0.19.0
prompt-toolkit==3.0.43
property-manager==3.0
proto-plus==1.23.0
protobuf==4.25.3
psutil==5.9.8
ptyprocess==0.7.0
pure-eval==0.2.2
py-spy==0.3.14
pyarrow==12.0.1
pyasn1==0.5.1
pyasn1-modules==0.3.0
pycosat==0.6.6
pycparser==2.21
pydantic==2.5.0
pydantic_core==2.14.1
Pygments==2.13.0
PyJWT==2.8.0
PyNaCl==1.5.0
pyOpenSSL==23.0.0
pyparsing==3.1.1
pyrsistent==0.20.0
PySocks==1.7.1
python-dateutil==2.8.2
python-dotenv==1.0.1
python-json-logger==2.0.7
pytz==2022.7.1
PyYAML==5.3.1
pyzmq==24.0.1
ray==2.10.0
redis==3.5.3
referencing==0.34.0
requests==2.31.0
requests-oauthlib==1.4.0
rfc3339-validator==0.1.4
rfc3986-validator==0.1.1
rich==12.6.0
rpds-py==0.18.0
rsa==4.7.2
ruamel.yaml==0.17.21
s3transfer==0.6.2
scikit-image==0.22.0
scipy==1.12.0
Send2Trash==1.8.2
setuptools==68.0.0
six==1.16.0
smart-open==6.2.0
smmap==5.0.1
sniffio==1.3.0
soundfile==0.12.1
soupsieve==2.5
spinners==0.0.24
stack-data==0.6.3
starlette==0.36.3
tabulate==0.9.0
tensorboardX==2.6
termcolor==2.4.0
terminado==0.10.1
tifffile==2023.7.10
tinycss2==1.2.1
tornado==6.4
tqdm==4.65.0
traitlets==5.14.2
truststore==0.8.0
typer==0.9.0
types-python-dateutil==2.9.0.20240316
typing_extensions==4.8.0
tzlocal==5.2
uri-template==1.3.0
uritemplate==3.0.1
urllib3==1.26.18
uvicorn==0.22.0
uvloop==0.19.0
verboselogs==1.7
virtualenv==20.21.0
watchfiles==0.19.0
wcwidth==0.2.13
webcolors==1.13
webencodings==0.5.1
websocket-client==1.7.0
websockets==11.0.3
wheel==0.41.2
widgetsnbextension==4.0.10
wrapt==1.16.0
y-py==0.6.2
yarl==1.9.3
ypy-websocket==0.8.4
zstandard==0.19.0

Ray 2.10.0, CUDA version 11.7​

The base image anyscale/ray:2.10.0-py311-cu117 contains the following packages:

adal==1.2.7
aiofiles==22.1.0
aiohttp==3.8.6
aiohttp-cors==0.7.0
aiosignal==1.3.1
aiosqlite==0.20.0
annotated-types==0.6.0
anyio==3.7.1
anyscale==0.24.5
applicationinsights==0.11.10
archspec==0.2.1
argcomplete==1.12.3
argon2-cffi==23.1.0
argon2-cffi-bindings==21.2.0
arrow==1.3.0
asttokens==2.4.1
async-timeout==4.0.3
attrs==23.2.0
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==1.30.1
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==2.14.0
backoff==1.10.0
bcrypt==4.1.2
beautifulsoup4==4.12.3
bleach==6.1.0
boltons==23.0.0
boto3==1.26.76
botocore==1.29.105
Brotli==1.0.9
cachetools==5.3.2
certifi==2023.11.17
cffi==1.16.0
charset-normalizer==3.3.2
click==8.1.7
cloudpickle==2.2.0
colorama==0.4.4
coloredlogs==15.0.1
colorful==0.5.5
comm==0.2.2
commonmark==0.9.1
conda==24.1.2
conda-content-trust==0.2.0
conda-libmamba-solver==23.11.1
conda-package-handling==2.2.0
conda_package_streaming==0.9.0
cryptography==38.0.1
Cython==0.29.32
debugpy==1.8.0
decorator==5.1.1
defusedxml==0.7.1
distlib==0.3.7
distro==1.8.0
dm-tree==0.1.8
docutils==0.16
entrypoints==0.4
executing==2.0.1
executor==23.2
Farama-Notifications==0.0.4
fastapi==0.109.2
fasteners==0.19
fastjsonschema==2.19.1
filelock==3.13.1
flatbuffers==24.3.7
fqdn==1.5.1
frozenlist==1.4.0
fsspec==2023.5.0
gitdb==4.0.11
GitPython==3.1.42
google-api-core==2.17.1
google-api-python-client==1.7.8
google-auth==2.28.2
google-auth-httplib2==0.2.0
google-cloud-certificate-manager==1.6.3
google-cloud-common==1.3.3
google-cloud-compute==1.18.0
google-cloud-core==2.4.1
google-cloud-filestore==1.9.3
google-cloud-redis==2.15.3
google-cloud-resource-manager==1.12.3
google-cloud-secret-manager==2.18.3
google-cloud-storage==2.16.0
google-crc32c==1.5.0
google-oauth==1.0.1
google-resumable-media==2.7.0
googleapis-common-protos==1.61.0
grpc-google-iam-v1==0.13.0
grpcio==1.62.1
grpcio-status==1.62.1
grpcio-tools==1.62.1
gymnasium==0.28.1
h11==0.12.0
halo==0.0.31
httplib2==0.22.0
httptools==0.6.1
humanfriendly==10.0
humanize==4.9.0
idna==3.6
imageio==2.31.1
importlib_resources==6.3.2
ipykernel==6.29.3
ipython==8.22.2
ipython-genutils==0.2.0
ipywidgets==8.0.6
isodate==0.6.1
isoduration==20.11.0
jax-jumpy==1.0.0
jedi==0.19.1
Jinja2==3.1.3
jmespath==1.0.1
json5==0.9.24
jsonpatch==1.32
jsonpointer==2.1
jsonschema==4.21.1
jsonschema-specifications==2023.12.1
jupyter_client==7.4.9
jupyter_core==5.7.2
jupyter-events==0.10.0
jupyter_server==2.13.0
jupyter_server_fileid==0.9.1
jupyter_server_terminals==0.4.4
jupyter_server_ydoc==0.6.1
jupyter-ydoc==0.2.5
jupyterlab==3.6.1
jupyterlab_pygments==0.3.0
jupyterlab_server==2.25.4
jupyterlab_widgets==3.0.10
knack==0.10.1
lazy_loader==0.3
libmambapy==1.5.3
log-symbols==0.0.14
lz4==4.3.2
MarkupSafe==2.1.5
matplotlib-inline==0.1.6
menuinst==2.0.2
mistune==3.0.2
msal==1.18.0b1
msal-extensions==1.0.0
msgpack==1.0.7
msrest==0.7.1
msrestazure==0.6.4
multidict==6.0.4
nbclassic==1.0.0
nbclient==0.10.0
nbconvert==7.16.2
nbformat==5.10.3
nest-asyncio==1.6.0
networkx==3.2.1
notebook==6.5.6
notebook_shim==0.2.4
numpy==1.23.5
oauth2client==4.1.3
oauthlib==3.2.2
opencensus==0.11.3
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
overrides==7.7.0
packaging==21.3
pandas==1.5.3
pandocfilters==1.5.1
paramiko==2.12.0
parso==0.8.3
pathspec==0.12.1
pexpect==4.9.0
Pillow==9.2.0
pip==23.1.2
pkginfo==1.10.0
platformdirs==3.11.0
pluggy==1.0.0
portalocker==2.8.2
prometheus-client==0.19.0
prompt-toolkit==3.0.43
property-manager==3.0
proto-plus==1.23.0
protobuf==4.25.3
psutil==5.9.8
ptyprocess==0.7.0
pure-eval==0.2.2
py-spy==0.3.14
pyarrow==12.0.1
pyasn1==0.5.1
pyasn1-modules==0.3.0
pycosat==0.6.6
pycparser==2.21
pydantic==2.5.0
pydantic_core==2.14.1
Pygments==2.13.0
PyJWT==2.8.0
PyNaCl==1.5.0
pyOpenSSL==23.0.0
pyparsing==3.1.1
pyrsistent==0.20.0
PySocks==1.7.1
python-dateutil==2.8.2
python-dotenv==1.0.1
python-json-logger==2.0.7
pytz==2022.7.1
PyYAML==5.3.1
pyzmq==24.0.1
ray==2.10.0
redis==3.5.3
referencing==0.34.0
requests==2.31.0
requests-oauthlib==1.4.0
rfc3339-validator==0.1.4
rfc3986-validator==0.1.1
rich==12.6.0
rpds-py==0.18.0
rsa==4.7.2
ruamel.yaml==0.17.21
s3transfer==0.6.2
scikit-image==0.22.0
scipy==1.12.0
Send2Trash==1.8.2
setuptools==68.0.0
six==1.16.0
smart-open==6.2.0
smmap==5.0.1
sniffio==1.3.0
soundfile==0.12.1
soupsieve==2.5
spinners==0.0.24
stack-data==0.6.3
starlette==0.36.3
tabulate==0.9.0
tensorboardX==2.6
termcolor==2.4.0
terminado==0.10.1
tifffile==2023.7.10
tinycss2==1.2.1
tornado==6.4
tqdm==4.65.0
traitlets==5.14.2
truststore==0.8.0
typer==0.9.0
types-python-dateutil==2.9.0.20240316
typing_extensions==4.8.0
tzlocal==5.2
uri-template==1.3.0
uritemplate==3.0.1
urllib3==1.26.18
uvicorn==0.22.0
uvloop==0.19.0
verboselogs==1.7
virtualenv==20.21.0
watchfiles==0.19.0
wcwidth==0.2.13
webcolors==1.13
webencodings==0.5.1
websocket-client==1.7.0
websockets==11.0.3
wheel==0.41.2
widgetsnbextension==4.0.10
wrapt==1.16.0
y-py==0.6.2
yarl==1.9.3
ypy-websocket==0.8.4
zstandard==0.19.0

Ray 2.10.0, CUDA version 11.6​

The base image anyscale/ray:2.10.0-py311-cu116 contains the following packages:

adal==1.2.7
aiofiles==22.1.0
aiohttp==3.8.6
aiohttp-cors==0.7.0
aiosignal==1.3.1
aiosqlite==0.20.0
annotated-types==0.6.0
anyio==3.7.1
anyscale==0.24.5
applicationinsights==0.11.10
archspec==0.2.1
argcomplete==1.12.3
argon2-cffi==23.1.0
argon2-cffi-bindings==21.2.0
arrow==1.3.0
asttokens==2.4.1
async-timeout==4.0.3
attrs==23.2.0
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==1.30.1
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==2.14.0
backoff==1.10.0
bcrypt==4.1.2
beautifulsoup4==4.12.3
bleach==6.1.0
boltons==23.0.0
boto3==1.26.76
botocore==1.29.105
Brotli==1.0.9
cachetools==5.3.2
certifi==2023.11.17
cffi==1.16.0
charset-normalizer==3.3.2
click==8.1.7
cloudpickle==2.2.0
colorama==0.4.4
coloredlogs==15.0.1
colorful==0.5.5
comm==0.2.2
commonmark==0.9.1
conda==24.1.2
conda-content-trust==0.2.0
conda-libmamba-solver==23.11.1
conda-package-handling==2.2.0
conda_package_streaming==0.9.0
cryptography==38.0.1
Cython==0.29.32
debugpy==1.8.0
decorator==5.1.1
defusedxml==0.7.1
distlib==0.3.7
distro==1.8.0
dm-tree==0.1.8
docutils==0.16
entrypoints==0.4
executing==2.0.1
executor==23.2
Farama-Notifications==0.0.4
fastapi==0.109.2
fasteners==0.19
fastjsonschema==2.19.1
filelock==3.13.1
flatbuffers==24.3.7
fqdn==1.5.1
frozenlist==1.4.0
fsspec==2023.5.0
gitdb==4.0.11
GitPython==3.1.42
google-api-core==2.17.1
google-api-python-client==1.7.8
google-auth==2.28.2
google-auth-httplib2==0.2.0
google-cloud-certificate-manager==1.6.3
google-cloud-common==1.3.3
google-cloud-compute==1.18.0
google-cloud-core==2.4.1
google-cloud-filestore==1.9.3
google-cloud-redis==2.15.3
google-cloud-resource-manager==1.12.3
google-cloud-secret-manager==2.18.3
google-cloud-storage==2.16.0
google-crc32c==1.5.0
google-oauth==1.0.1
google-resumable-media==2.7.0
googleapis-common-protos==1.61.0
grpc-google-iam-v1==0.13.0
grpcio==1.62.1
grpcio-status==1.62.1
grpcio-tools==1.62.1
gymnasium==0.28.1
h11==0.12.0
halo==0.0.31
httplib2==0.22.0
httptools==0.6.1
humanfriendly==10.0
humanize==4.9.0
idna==3.6
imageio==2.31.1
importlib_resources==6.3.2
ipykernel==6.29.3
ipython==8.22.2
ipython-genutils==0.2.0
ipywidgets==8.0.6
isodate==0.6.1
isoduration==20.11.0
jax-jumpy==1.0.0
jedi==0.19.1
Jinja2==3.1.3
jmespath==1.0.1
json5==0.9.24
jsonpatch==1.32
jsonpointer==2.1
jsonschema==4.21.1
jsonschema-specifications==2023.12.1
jupyter_client==7.4.9
jupyter_core==5.7.2
jupyter-events==0.10.0
jupyter_server==2.13.0
jupyter_server_fileid==0.9.1
jupyter_server_terminals==0.4.4
jupyter_server_ydoc==0.6.1
jupyter-ydoc==0.2.5
jupyterlab==3.6.1
jupyterlab_pygments==0.3.0
jupyterlab_server==2.25.4
jupyterlab_widgets==3.0.10
knack==0.10.1
lazy_loader==0.3
libmambapy==1.5.3
log-symbols==0.0.14
lz4==4.3.2
MarkupSafe==2.1.5
matplotlib-inline==0.1.6
menuinst==2.0.2
mistune==3.0.2
msal==1.18.0b1
msal-extensions==1.0.0
msgpack==1.0.7
msrest==0.7.1
msrestazure==0.6.4
multidict==6.0.4
nbclassic==1.0.0
nbclient==0.10.0
nbconvert==7.16.2
nbformat==5.10.3
nest-asyncio==1.6.0
networkx==3.2.1
notebook==6.5.6
notebook_shim==0.2.4
numpy==1.23.5
oauth2client==4.1.3
oauthlib==3.2.2
opencensus==0.11.3
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
overrides==7.7.0
packaging==21.3
pandas==1.5.3
pandocfilters==1.5.1
paramiko==2.12.0
parso==0.8.3
pathspec==0.12.1
pexpect==4.9.0
Pillow==9.2.0
pip==23.1.2
pkginfo==1.10.0
platformdirs==3.11.0
pluggy==1.0.0
portalocker==2.8.2
prometheus-client==0.19.0
prompt-toolkit==3.0.43
property-manager==3.0
proto-plus==1.23.0
protobuf==4.25.3
psutil==5.9.8
ptyprocess==0.7.0
pure-eval==0.2.2
py-spy==0.3.14
pyarrow==12.0.1
pyasn1==0.5.1
pyasn1-modules==0.3.0
pycosat==0.6.6
pycparser==2.21
pydantic==2.5.0
pydantic_core==2.14.1
Pygments==2.13.0
PyJWT==2.8.0
PyNaCl==1.5.0
pyOpenSSL==23.0.0
pyparsing==3.1.1
pyrsistent==0.20.0
PySocks==1.7.1
python-dateutil==2.8.2
python-dotenv==1.0.1
python-json-logger==2.0.7
pytz==2022.7.1
PyYAML==5.3.1
pyzmq==24.0.1
ray==2.10.0
redis==3.5.3
referencing==0.34.0
requests==2.31.0
requests-oauthlib==1.4.0
rfc3339-validator==0.1.4
rfc3986-validator==0.1.1
rich==12.6.0
rpds-py==0.18.0
rsa==4.7.2
ruamel.yaml==0.17.21
s3transfer==0.6.2
scikit-image==0.22.0
scipy==1.12.0
Send2Trash==1.8.2
setuptools==68.0.0
six==1.16.0
smart-open==6.2.0
smmap==5.0.1
sniffio==1.3.0
soundfile==0.12.1
soupsieve==2.5
spinners==0.0.24
stack-data==0.6.3
starlette==0.36.3
tabulate==0.9.0
tensorboardX==2.6
termcolor==2.4.0
terminado==0.10.1
tifffile==2023.7.10
tinycss2==1.2.1
tornado==6.4
tqdm==4.65.0
traitlets==5.14.2
truststore==0.8.0
typer==0.9.0
types-python-dateutil==2.9.0.20240316
typing_extensions==4.8.0
tzlocal==5.2
uri-template==1.3.0
uritemplate==3.0.1
urllib3==1.26.18
uvicorn==0.22.0
uvloop==0.19.0
verboselogs==1.7
virtualenv==20.21.0
watchfiles==0.19.0
wcwidth==0.2.13
webcolors==1.13
webencodings==0.5.1
websocket-client==1.7.0
websockets==11.0.3
wheel==0.41.2
widgetsnbextension==4.0.10
wrapt==1.16.0
y-py==0.6.2
yarl==1.9.3
ypy-websocket==0.8.4
zstandard==0.19.0

Ray 2.10.0, CUDA version 11.5​

The base image anyscale/ray:2.10.0-py311-cu115 contains the following packages:

adal==1.2.7
aiofiles==22.1.0
aiohttp==3.8.6
aiohttp-cors==0.7.0
aiosignal==1.3.1
aiosqlite==0.20.0
annotated-types==0.6.0
anyio==3.7.1
anyscale==0.24.5
applicationinsights==0.11.10
archspec==0.2.1
argcomplete==1.12.3
argon2-cffi==23.1.0
argon2-cffi-bindings==21.2.0
arrow==1.3.0
asttokens==2.4.1
async-timeout==4.0.3
attrs==23.2.0
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==1.30.1
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==2.14.0
backoff==1.10.0
bcrypt==4.1.2
beautifulsoup4==4.12.3
bleach==6.1.0
boltons==23.0.0
boto3==1.26.76
botocore==1.29.105
Brotli==1.0.9
cachetools==5.3.2
certifi==2023.11.17
cffi==1.16.0
charset-normalizer==3.3.2
click==8.1.7
cloudpickle==2.2.0
colorama==0.4.4
coloredlogs==15.0.1
colorful==0.5.5
comm==0.2.2
commonmark==0.9.1
conda==24.1.2
conda-content-trust==0.2.0
conda-libmamba-solver==23.11.1
conda-package-handling==2.2.0
conda_package_streaming==0.9.0
cryptography==38.0.1
Cython==0.29.32
debugpy==1.8.0
decorator==5.1.1
defusedxml==0.7.1
distlib==0.3.7
distro==1.8.0
dm-tree==0.1.8
docutils==0.16
entrypoints==0.4
executing==2.0.1
executor==23.2
Farama-Notifications==0.0.4
fastapi==0.109.2
fasteners==0.19
fastjsonschema==2.19.1
filelock==3.13.1
flatbuffers==24.3.7
fqdn==1.5.1
frozenlist==1.4.0
fsspec==2023.5.0
gitdb==4.0.11
GitPython==3.1.42
google-api-core==2.17.1
google-api-python-client==1.7.8
google-auth==2.28.2
google-auth-httplib2==0.2.0
google-cloud-certificate-manager==1.6.3
google-cloud-common==1.3.3
google-cloud-compute==1.18.0
google-cloud-core==2.4.1
google-cloud-filestore==1.9.3
google-cloud-redis==2.15.3
google-cloud-resource-manager==1.12.3
google-cloud-secret-manager==2.18.3
google-cloud-storage==2.16.0
google-crc32c==1.5.0
google-oauth==1.0.1
google-resumable-media==2.7.0
googleapis-common-protos==1.61.0
grpc-google-iam-v1==0.13.0
grpcio==1.62.1
grpcio-status==1.62.1
grpcio-tools==1.62.1
gymnasium==0.28.1
h11==0.12.0
halo==0.0.31
httplib2==0.22.0
httptools==0.6.1
humanfriendly==10.0
humanize==4.9.0
idna==3.6
imageio==2.31.1
importlib_resources==6.3.2
ipykernel==6.29.3
ipython==8.22.2
ipython-genutils==0.2.0
ipywidgets==8.0.6
isodate==0.6.1
isoduration==20.11.0
jax-jumpy==1.0.0
jedi==0.19.1
Jinja2==3.1.3
jmespath==1.0.1
json5==0.9.24
jsonpatch==1.32
jsonpointer==2.1
jsonschema==4.21.1
jsonschema-specifications==2023.12.1
jupyter_client==7.4.9
jupyter_core==5.7.2
jupyter-events==0.10.0
jupyter_server==2.13.0
jupyter_server_fileid==0.9.1
jupyter_server_terminals==0.4.4
jupyter_server_ydoc==0.6.1
jupyter-ydoc==0.2.5
jupyterlab==3.6.1
jupyterlab_pygments==0.3.0
jupyterlab_server==2.25.4
jupyterlab_widgets==3.0.10
knack==0.10.1
lazy_loader==0.3
libmambapy==1.5.3
log-symbols==0.0.14
lz4==4.3.2
MarkupSafe==2.1.5
matplotlib-inline==0.1.6
menuinst==2.0.2
mistune==3.0.2
msal==1.18.0b1
msal-extensions==1.0.0
msgpack==1.0.7
msrest==0.7.1
msrestazure==0.6.4
multidict==6.0.4
nbclassic==1.0.0
nbclient==0.10.0
nbconvert==7.16.2
nbformat==5.10.3
nest-asyncio==1.6.0
networkx==3.2.1
notebook==6.5.6
notebook_shim==0.2.4
numpy==1.23.5
oauth2client==4.1.3
oauthlib==3.2.2
opencensus==0.11.3
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
overrides==7.7.0
packaging==21.3
pandas==1.5.3
pandocfilters==1.5.1
paramiko==2.12.0
parso==0.8.3
pathspec==0.12.1
pexpect==4.9.0
Pillow==9.2.0
pip==23.1.2
pkginfo==1.10.0
platformdirs==3.11.0
pluggy==1.0.0
portalocker==2.8.2
prometheus-client==0.19.0
prompt-toolkit==3.0.43
property-manager==3.0
proto-plus==1.23.0
protobuf==4.25.3
psutil==5.9.8
ptyprocess==0.7.0
pure-eval==0.2.2
py-spy==0.3.14
pyarrow==12.0.1
pyasn1==0.5.1
pyasn1-modules==0.3.0
pycosat==0.6.6
pycparser==2.21
pydantic==2.5.0
pydantic_core==2.14.1
Pygments==2.13.0
PyJWT==2.8.0
PyNaCl==1.5.0
pyOpenSSL==23.0.0
pyparsing==3.1.1
pyrsistent==0.20.0
PySocks==1.7.1
python-dateutil==2.8.2
python-dotenv==1.0.1
python-json-logger==2.0.7
pytz==2022.7.1
PyYAML==5.3.1
pyzmq==24.0.1
ray==2.10.0
redis==3.5.3
referencing==0.34.0
requests==2.31.0
requests-oauthlib==1.4.0
rfc3339-validator==0.1.4
rfc3986-validator==0.1.1
rich==12.6.0
rpds-py==0.18.0
rsa==4.7.2
ruamel.yaml==0.17.21
s3transfer==0.6.2
scikit-image==0.22.0
scipy==1.12.0
Send2Trash==1.8.2
setuptools==68.0.0
six==1.16.0
smart-open==6.2.0
smmap==5.0.1
sniffio==1.3.0
soundfile==0.12.1
soupsieve==2.5
spinners==0.0.24
stack-data==0.6.3
starlette==0.36.3
tabulate==0.9.0
tensorboardX==2.6
termcolor==2.4.0
terminado==0.10.1
tifffile==2023.7.10
tinycss2==1.2.1
tornado==6.4
tqdm==4.65.0
traitlets==5.14.2
truststore==0.8.0
typer==0.9.0
types-python-dateutil==2.9.0.20240316
typing_extensions==4.8.0
tzlocal==5.2
uri-template==1.3.0
uritemplate==3.0.1
urllib3==1.26.18
uvicorn==0.22.0
uvloop==0.19.0
verboselogs==1.7
virtualenv==20.21.0
watchfiles==0.19.0
wcwidth==0.2.13
webcolors==1.13
webencodings==0.5.1
websocket-client==1.7.0
websockets==11.0.3
wheel==0.41.2
widgetsnbextension==4.0.10
wrapt==1.16.0
y-py==0.6.2
yarl==1.9.3
ypy-websocket==0.8.4
zstandard==0.19.0