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Python 3.11 Anyscale and Ray Dependencies

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Ray 2.7.0 optimized​

The base image anyscale/ray:2.7.0optimized-py311-cpu contains the following packages:

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==0.5.142
argon2-cffi==23.1.0
argon2-cffi-bindings==21.2.0
arrow==1.2.3
asttokens==2.4.0
async-timeout==4.0.3
attrs==23.1.0
awscli==1.27.105
awscliv2==2.2.0
Babel==2.12.1
backcall==0.2.0
backoff==1.10.0
beautifulsoup4==4.12.2
bleach==6.0.0
blessed==1.20.0
boltons==23.0.0
boto3==1.28.46
botocore==1.31.46
brotlipy==0.7.0
cachetools==5.3.1
certifi==2023.7.22
cffi==1.15.1
charset-normalizer==3.2.0
click==8.1.7
cloudpickle==2.2.0
colorama==0.4.4
coloredlogs==15.0.1
colorful==0.5.5
comm==0.1.4
commonmark==0.9.1
conda==23.7.4
conda-content-trust==0.2.0
conda-package-handling==2.2.0
conda_package_streaming==0.9.0
cryptography==39.0.2
Cython==0.29.32
debugpy==1.8.0
decorator==5.1.1
defusedxml==0.7.1
distlib==0.3.7
dm-tree==0.1.8
docutils==0.16
entrypoints==0.4
executing==1.2.0
executor==23.2
Farama-Notifications==0.0.4
fastapi==0.99.1
fasteners==0.18
fastjsonschema==2.18.0
filelock==3.12.2
flatbuffers==23.5.26
fqdn==1.5.1
frozenlist==1.4.0
fsspec==2023.5.0
gitdb==4.0.10
GitPython==3.1.36
google-api-core==1.34.0
google-api-python-client==2.99.0
google-auth==2.22.0
google-auth-httplib2==0.1.1
google-cloud-common==1.2.0
google-cloud-compute==1.14.0
google-cloud-core==2.3.3
google-cloud-filestore==1.6.1
google-cloud-redis==2.13.1
google-cloud-resource-manager==1.10.3
google-cloud-secret-manager==2.16.3
google-cloud-storage==2.10.0
google-crc32c==1.5.0
google-resumable-media==2.6.0
googleapis-common-protos==1.60.0
gpustat==1.1.1
grpc-google-iam-v1==0.12.6
grpcio==1.58.0
grpcio-status==1.48.2
grpcio-tools==1.58.0
gymnasium==0.28.1
h11==0.12.0
halo==0.0.31
httplib2==0.22.0
humanfriendly==10.0
humanize==4.8.0
idna==3.4
imageio==2.31.1
importlib-resources==6.0.1
ipykernel==6.25.2
ipython==8.15.0
ipython-genutils==0.2.0
ipywidgets==8.0.6
isoduration==20.11.0
jax-jumpy==1.0.0
jedi==0.19.0
Jinja2==3.1.2
jmespath==1.0.1
json5==0.9.14
jsonpatch==1.32
jsonpointer==2.1
jsonschema==4.19.0
jsonschema-specifications==2023.7.1
jupyter_client==7.4.9
jupyter_core==5.3.1
jupyter-events==0.7.0
jupyter_server==2.7.3
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==2.25.0
jupyterlab-widgets==3.0.9
lazy_loader==0.3
log-symbols==0.0.14
lz4==4.3.2
MarkupSafe==2.1.3
matplotlib-inline==0.1.6
mistune==3.0.1
msgpack==1.0.5
multidict==6.0.4
nbclassic==1.0.0
nbclient==0.8.0
nbconvert==7.8.0
nbformat==5.9.2
nest-asyncio==1.5.7
networkx==3.1
notebook==6.5.5
notebook_shim==0.2.3
numpy==1.25.2
nvidia-ml-py==12.535.108
oauth2client==4.1.3
opencensus==0.11.2
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==7.4.0
packaging==21.3
pandas==1.5.3
pandocfilters==1.5.0
parso==0.8.3
pathspec==0.11.2
pexpect==4.8.0
pickleshare==0.7.5
Pillow==9.2.0
pip==23.1.2
platformdirs==3.10.0
pluggy==1.0.0
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==1.10.12
Pygments==2.13.0
pyOpenSSL==23.0.0
pyparsing==3.0.9
pyrsistent==0.19.3
PySocks==1.7.1
python-dateutil==2.8.2
python-json-logger==2.0.7
pytz==2022.7.1
PyWavelets==1.4.1
PyYAML==5.3.1
pyzmq==24.0.1
ray==2.7.0
referencing==0.30.2
requests==2.31.0
rfc3339-validator==0.1.4
rfc3986-validator==0.1.1
rich==12.6.0
rpds-py==0.10.3
rsa==4.7.2
ruamel.yaml==0.17.21
s3transfer==0.6.2
scikit-image==0.21.0
scipy==1.11.2
Send2Trash==1.8.2
setuptools==68.0.0
six==1.16.0
smart-open==6.2.0
smmap==5.0.0
sniffio==1.3.0
soupsieve==2.5
spinners==0.0.24
stack-data==0.6.2
starlette==0.27.0
tabulate==0.9.0
tensorboardX==2.6
termcolor==2.3.0
terminado==0.10.1
tifffile==2023.7.10
tinycss2==1.2.1
toolz==0.12.0
tornado==6.3.3
tqdm==4.65.0
traitlets==5.9.0
typer==0.9.0
typing_extensions==4.5.0
tzlocal==5.0.1
uri-template==1.3.0
uritemplate==4.1.1
urllib3==1.26.16
uvicorn==0.22.0
verboselogs==1.7
virtualenv==20.21.0
watchfiles==0.19.0
wcwidth==0.2.6
webcolors==1.13
webencodings==0.5.1
websocket-client==1.6.3
wheel==0.38.4
widgetsnbextension==4.0.9
wrapt==1.15.0
y-py==0.6.0
yarl==1.9.2
ypy-websocket==0.8.4
zstandard==0.19.0

Ray 2.7.0, CUDA version 12.1 optimized​

The base image anyscale/ray:2.7.0optimized-py311-cu121 contains the following packages:

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==0.5.142
argon2-cffi==23.1.0
argon2-cffi-bindings==21.2.0
arrow==1.2.3
asttokens==2.4.0
async-timeout==4.0.3
attrs==23.1.0
awscli==1.27.105
awscliv2==2.2.0
Babel==2.12.1
backcall==0.2.0
backoff==1.10.0
beautifulsoup4==4.12.2
bleach==6.0.0
blessed==1.20.0
boltons==23.0.0
boto3==1.28.46
botocore==1.31.46
brotlipy==0.7.0
cachetools==5.3.1
certifi==2023.7.22
cffi==1.15.1
charset-normalizer==3.2.0
click==8.1.7
cloudpickle==2.2.0
colorama==0.4.4
coloredlogs==15.0.1
colorful==0.5.5
comm==0.1.4
commonmark==0.9.1
conda==23.7.4
conda-content-trust==0.2.0
conda-package-handling==2.2.0
conda_package_streaming==0.9.0
cryptography==39.0.2
Cython==0.29.32
debugpy==1.8.0
decorator==5.1.1
defusedxml==0.7.1
distlib==0.3.7
dm-tree==0.1.8
docutils==0.16
entrypoints==0.4
executing==1.2.0
executor==23.2
Farama-Notifications==0.0.4
fastapi==0.99.1
fasteners==0.18
fastjsonschema==2.18.0
filelock==3.12.2
flatbuffers==23.5.26
fqdn==1.5.1
frozenlist==1.4.0
fsspec==2023.5.0
gitdb==4.0.10
GitPython==3.1.36
google-api-core==1.34.0
google-api-python-client==2.99.0
google-auth==2.22.0
google-auth-httplib2==0.1.1
google-cloud-common==1.2.0
google-cloud-compute==1.14.0
google-cloud-core==2.3.3
google-cloud-filestore==1.6.1
google-cloud-redis==2.13.1
google-cloud-resource-manager==1.10.3
google-cloud-secret-manager==2.16.3
google-cloud-storage==2.10.0
google-crc32c==1.5.0
google-resumable-media==2.6.0
googleapis-common-protos==1.60.0
gpustat==1.1.1
grpc-google-iam-v1==0.12.6
grpcio==1.58.0
grpcio-status==1.48.2
grpcio-tools==1.58.0
gymnasium==0.28.1
h11==0.12.0
halo==0.0.31
httplib2==0.22.0
humanfriendly==10.0
humanize==4.8.0
idna==3.4
imageio==2.31.1
importlib-resources==6.0.1
ipykernel==6.25.2
ipython==8.15.0
ipython-genutils==0.2.0
ipywidgets==8.0.6
isoduration==20.11.0
jax-jumpy==1.0.0
jedi==0.19.0
Jinja2==3.1.2
jmespath==1.0.1
json5==0.9.14
jsonpatch==1.32
jsonpointer==2.1
jsonschema==4.19.0
jsonschema-specifications==2023.7.1
jupyter_client==7.4.9
jupyter_core==5.3.1
jupyter-events==0.7.0
jupyter_server==2.7.3
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==2.25.0
jupyterlab-widgets==3.0.9
lazy_loader==0.3
log-symbols==0.0.14
lz4==4.3.2
MarkupSafe==2.1.3
matplotlib-inline==0.1.6
mistune==3.0.1
msgpack==1.0.5
multidict==6.0.4
nbclassic==1.0.0
nbclient==0.8.0
nbconvert==7.8.0
nbformat==5.9.2
nest-asyncio==1.5.7
networkx==3.1
notebook==6.5.5
notebook_shim==0.2.3
numpy==1.25.2
nvidia-ml-py==12.535.108
oauth2client==4.1.3
opencensus==0.11.2
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==7.4.0
packaging==21.3
pandas==1.5.3
pandocfilters==1.5.0
parso==0.8.3
pathspec==0.11.2
pexpect==4.8.0
pickleshare==0.7.5
Pillow==9.2.0
pip==23.1.2
platformdirs==3.10.0
pluggy==1.0.0
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==1.10.12
Pygments==2.13.0
pyOpenSSL==23.0.0
pyparsing==3.0.9
pyrsistent==0.19.3
PySocks==1.7.1
python-dateutil==2.8.2
python-json-logger==2.0.7
pytz==2022.7.1
PyWavelets==1.4.1
PyYAML==5.3.1
pyzmq==24.0.1
ray==2.7.0
referencing==0.30.2
requests==2.31.0
rfc3339-validator==0.1.4
rfc3986-validator==0.1.1
rich==12.6.0
rpds-py==0.10.3
rsa==4.7.2
ruamel.yaml==0.17.21
s3transfer==0.6.2
scikit-image==0.21.0
scipy==1.11.2
Send2Trash==1.8.2
setuptools==68.0.0
six==1.16.0
smart-open==6.2.0
smmap==5.0.0
sniffio==1.3.0
soupsieve==2.5
spinners==0.0.24
stack-data==0.6.2
starlette==0.27.0
tabulate==0.9.0
tensorboardX==2.6
termcolor==2.3.0
terminado==0.10.1
tifffile==2023.7.10
tinycss2==1.2.1
toolz==0.12.0
tornado==6.3.3
tqdm==4.65.0
traitlets==5.9.0
typer==0.9.0
typing_extensions==4.5.0
tzlocal==5.0.1
uri-template==1.3.0
uritemplate==4.1.1
urllib3==1.26.16
uvicorn==0.22.0
verboselogs==1.7
virtualenv==20.21.0
watchfiles==0.19.0
wcwidth==0.2.6
webcolors==1.13
webencodings==0.5.1
websocket-client==1.6.3
wheel==0.38.4
widgetsnbextension==4.0.9
wrapt==1.15.0
y-py==0.6.0
yarl==1.9.2
ypy-websocket==0.8.4
zstandard==0.19.0

Ray 2.7.0, CUDA version 11.8 optimized​

The base image anyscale/ray:2.7.0optimized-py311-cu118 contains the following packages:

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==0.5.142
argon2-cffi==23.1.0
argon2-cffi-bindings==21.2.0
arrow==1.2.3
asttokens==2.4.0
async-timeout==4.0.3
attrs==23.1.0
awscli==1.27.105
awscliv2==2.2.0
Babel==2.12.1
backcall==0.2.0
backoff==1.10.0
beautifulsoup4==4.12.2
bleach==6.0.0
blessed==1.20.0
boltons==23.0.0
boto3==1.28.46
botocore==1.31.46
brotlipy==0.7.0
cachetools==5.3.1
certifi==2023.7.22
cffi==1.15.1
charset-normalizer==3.2.0
click==8.1.7
cloudpickle==2.2.0
colorama==0.4.4
coloredlogs==15.0.1
colorful==0.5.5
comm==0.1.4
commonmark==0.9.1
conda==23.7.4
conda-content-trust==0.2.0
conda-package-handling==2.2.0
conda_package_streaming==0.9.0
cryptography==39.0.2
Cython==0.29.32
debugpy==1.8.0
decorator==5.1.1
defusedxml==0.7.1
distlib==0.3.7
dm-tree==0.1.8
docutils==0.16
entrypoints==0.4
executing==1.2.0
executor==23.2
Farama-Notifications==0.0.4
fastapi==0.99.1
fasteners==0.18
fastjsonschema==2.18.0
filelock==3.12.2
flatbuffers==23.5.26
fqdn==1.5.1
frozenlist==1.4.0
fsspec==2023.5.0
gitdb==4.0.10
GitPython==3.1.36
google-api-core==1.34.0
google-api-python-client==2.99.0
google-auth==2.22.0
google-auth-httplib2==0.1.1
google-cloud-common==1.2.0
google-cloud-compute==1.14.0
google-cloud-core==2.3.3
google-cloud-filestore==1.6.1
google-cloud-redis==2.13.1
google-cloud-resource-manager==1.10.3
google-cloud-secret-manager==2.16.3
google-cloud-storage==2.10.0
google-crc32c==1.5.0
google-resumable-media==2.6.0
googleapis-common-protos==1.60.0
gpustat==1.1.1
grpc-google-iam-v1==0.12.6
grpcio==1.58.0
grpcio-status==1.48.2
grpcio-tools==1.58.0
gymnasium==0.28.1
h11==0.12.0
halo==0.0.31
httplib2==0.22.0
humanfriendly==10.0
humanize==4.8.0
idna==3.4
imageio==2.31.1
importlib-resources==6.0.1
ipykernel==6.25.2
ipython==8.15.0
ipython-genutils==0.2.0
ipywidgets==8.0.6
isoduration==20.11.0
jax-jumpy==1.0.0
jedi==0.19.0
Jinja2==3.1.2
jmespath==1.0.1
json5==0.9.14
jsonpatch==1.32
jsonpointer==2.1
jsonschema==4.19.0
jsonschema-specifications==2023.7.1
jupyter_client==7.4.9
jupyter_core==5.3.1
jupyter-events==0.7.0
jupyter_server==2.7.3
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==2.25.0
jupyterlab-widgets==3.0.9
lazy_loader==0.3
log-symbols==0.0.14
lz4==4.3.2
MarkupSafe==2.1.3
matplotlib-inline==0.1.6
mistune==3.0.1
msgpack==1.0.5
multidict==6.0.4
nbclassic==1.0.0
nbclient==0.8.0
nbconvert==7.8.0
nbformat==5.9.2
nest-asyncio==1.5.7
networkx==3.1
notebook==6.5.5
notebook_shim==0.2.3
numpy==1.25.2
nvidia-ml-py==12.535.108
oauth2client==4.1.3
opencensus==0.11.2
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==7.4.0
packaging==21.3
pandas==1.5.3
pandocfilters==1.5.0
parso==0.8.3
pathspec==0.11.2
pexpect==4.8.0
pickleshare==0.7.5
Pillow==9.2.0
pip==23.1.2
platformdirs==3.10.0
pluggy==1.0.0
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==1.10.12
Pygments==2.13.0
pyOpenSSL==23.0.0
pyparsing==3.0.9
pyrsistent==0.19.3
PySocks==1.7.1
python-dateutil==2.8.2
python-json-logger==2.0.7
pytz==2022.7.1
PyWavelets==1.4.1
PyYAML==5.3.1
pyzmq==24.0.1
ray==2.7.0
referencing==0.30.2
requests==2.31.0
rfc3339-validator==0.1.4
rfc3986-validator==0.1.1
rich==12.6.0
rpds-py==0.10.3
rsa==4.7.2
ruamel.yaml==0.17.21
s3transfer==0.6.2
scikit-image==0.21.0
scipy==1.11.2
Send2Trash==1.8.2
setuptools==68.0.0
six==1.16.0
smart-open==6.2.0
smmap==5.0.0
sniffio==1.3.0
soupsieve==2.5
spinners==0.0.24
stack-data==0.6.2
starlette==0.27.0
tabulate==0.9.0
tensorboardX==2.6
termcolor==2.3.0
terminado==0.10.1
tifffile==2023.7.10
tinycss2==1.2.1
toolz==0.12.0
tornado==6.3.3
tqdm==4.65.0
traitlets==5.9.0
typer==0.9.0
typing_extensions==4.5.0
tzlocal==5.0.1
uri-template==1.3.0
uritemplate==4.1.1
urllib3==1.26.16
uvicorn==0.22.0
verboselogs==1.7
virtualenv==20.21.0
watchfiles==0.19.0
wcwidth==0.2.6
webcolors==1.13
webencodings==0.5.1
websocket-client==1.6.3
wheel==0.38.4
widgetsnbextension==4.0.9
wrapt==1.15.0
y-py==0.6.0
yarl==1.9.2
ypy-websocket==0.8.4
zstandard==0.19.0

Ray 2.7.0, CUDA version 11.7 optimized​

The base image anyscale/ray:2.7.0optimized-py311-cu117 contains the following packages:

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==0.5.142
argon2-cffi==23.1.0
argon2-cffi-bindings==21.2.0
arrow==1.2.3
asttokens==2.4.0
async-timeout==4.0.3
attrs==23.1.0
awscli==1.27.105
awscliv2==2.2.0
Babel==2.12.1
backcall==0.2.0
backoff==1.10.0
beautifulsoup4==4.12.2
bleach==6.0.0
blessed==1.20.0
boltons==23.0.0
boto3==1.28.46
botocore==1.31.46
brotlipy==0.7.0
cachetools==5.3.1
certifi==2023.7.22
cffi==1.15.1
charset-normalizer==3.2.0
click==8.1.7
cloudpickle==2.2.0
colorama==0.4.4
coloredlogs==15.0.1
colorful==0.5.5
comm==0.1.4
commonmark==0.9.1
conda==23.7.4
conda-content-trust==0.2.0
conda-package-handling==2.2.0
conda_package_streaming==0.9.0
cryptography==39.0.2
Cython==0.29.32
debugpy==1.8.0
decorator==5.1.1
defusedxml==0.7.1
distlib==0.3.7
dm-tree==0.1.8
docutils==0.16
entrypoints==0.4
executing==1.2.0
executor==23.2
Farama-Notifications==0.0.4
fastapi==0.99.1
fasteners==0.18
fastjsonschema==2.18.0
filelock==3.12.2
flatbuffers==23.5.26
fqdn==1.5.1
frozenlist==1.4.0
fsspec==2023.5.0
gitdb==4.0.10
GitPython==3.1.36
google-api-core==1.34.0
google-api-python-client==2.99.0
google-auth==2.22.0
google-auth-httplib2==0.1.1
google-cloud-common==1.2.0
google-cloud-compute==1.14.0
google-cloud-core==2.3.3
google-cloud-filestore==1.6.1
google-cloud-redis==2.13.1
google-cloud-resource-manager==1.10.3
google-cloud-secret-manager==2.16.3
google-cloud-storage==2.10.0
google-crc32c==1.5.0
google-resumable-media==2.6.0
googleapis-common-protos==1.60.0
gpustat==1.1.1
grpc-google-iam-v1==0.12.6
grpcio==1.58.0
grpcio-status==1.48.2
grpcio-tools==1.58.0
gymnasium==0.28.1
h11==0.12.0
halo==0.0.31
httplib2==0.22.0
humanfriendly==10.0
humanize==4.8.0
idna==3.4
imageio==2.31.1
importlib-resources==6.0.1
ipykernel==6.25.2
ipython==8.15.0
ipython-genutils==0.2.0
ipywidgets==8.0.6
isoduration==20.11.0
jax-jumpy==1.0.0
jedi==0.19.0
Jinja2==3.1.2
jmespath==1.0.1
json5==0.9.14
jsonpatch==1.32
jsonpointer==2.1
jsonschema==4.19.0
jsonschema-specifications==2023.7.1
jupyter_client==7.4.9
jupyter_core==5.3.1
jupyter-events==0.7.0
jupyter_server==2.7.3
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==2.25.0
jupyterlab-widgets==3.0.9
lazy_loader==0.3
log-symbols==0.0.14
lz4==4.3.2
MarkupSafe==2.1.3
matplotlib-inline==0.1.6
mistune==3.0.1
msgpack==1.0.5
multidict==6.0.4
nbclassic==1.0.0
nbclient==0.8.0
nbconvert==7.8.0
nbformat==5.9.2
nest-asyncio==1.5.7
networkx==3.1
notebook==6.5.5
notebook_shim==0.2.3
numpy==1.25.2
nvidia-ml-py==12.535.108
oauth2client==4.1.3
opencensus==0.11.2
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==7.4.0
packaging==21.3
pandas==1.5.3
pandocfilters==1.5.0
parso==0.8.3
pathspec==0.11.2
pexpect==4.8.0
pickleshare==0.7.5
Pillow==9.2.0
pip==23.1.2
platformdirs==3.10.0
pluggy==1.0.0
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==1.10.12
Pygments==2.13.0
pyOpenSSL==23.0.0
pyparsing==3.0.9
pyrsistent==0.19.3
PySocks==1.7.1
python-dateutil==2.8.2
python-json-logger==2.0.7
pytz==2022.7.1
PyWavelets==1.4.1
PyYAML==5.3.1
pyzmq==24.0.1
ray==2.7.0
referencing==0.30.2
requests==2.31.0
rfc3339-validator==0.1.4
rfc3986-validator==0.1.1
rich==12.6.0
rpds-py==0.10.3
rsa==4.7.2
ruamel.yaml==0.17.21
s3transfer==0.6.2
scikit-image==0.21.0
scipy==1.11.2
Send2Trash==1.8.2
setuptools==68.0.0
six==1.16.0
smart-open==6.2.0
smmap==5.0.0
sniffio==1.3.0
soupsieve==2.5
spinners==0.0.24
stack-data==0.6.2
starlette==0.27.0
tabulate==0.9.0
tensorboardX==2.6
termcolor==2.3.0
terminado==0.10.1
tifffile==2023.7.10
tinycss2==1.2.1
toolz==0.12.0
tornado==6.3.3
tqdm==4.65.0
traitlets==5.9.0
typer==0.9.0
typing_extensions==4.5.0
tzlocal==5.0.1
uri-template==1.3.0
uritemplate==4.1.1
urllib3==1.26.16
uvicorn==0.22.0
verboselogs==1.7
virtualenv==20.21.0
watchfiles==0.19.0
wcwidth==0.2.6
webcolors==1.13
webencodings==0.5.1
websocket-client==1.6.3
wheel==0.38.4
widgetsnbextension==4.0.9
wrapt==1.15.0
y-py==0.6.0
yarl==1.9.2
ypy-websocket==0.8.4
zstandard==0.19.0

Ray 2.7.0, CUDA version 11.6 optimized​

The base image anyscale/ray:2.7.0optimized-py311-cu116 contains the following packages:

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==0.5.142
argon2-cffi==23.1.0
argon2-cffi-bindings==21.2.0
arrow==1.2.3
asttokens==2.4.0
async-timeout==4.0.3
attrs==23.1.0
awscli==1.27.105
awscliv2==2.2.0
Babel==2.12.1
backcall==0.2.0
backoff==1.10.0
beautifulsoup4==4.12.2
bleach==6.0.0
blessed==1.20.0
boltons==23.0.0
boto3==1.28.46
botocore==1.31.46
brotlipy==0.7.0
cachetools==5.3.1
certifi==2023.7.22
cffi==1.15.1
charset-normalizer==3.2.0
click==8.1.7
cloudpickle==2.2.0
colorama==0.4.4
coloredlogs==15.0.1
colorful==0.5.5
comm==0.1.4
commonmark==0.9.1
conda==23.7.4
conda-content-trust==0.2.0
conda-package-handling==2.2.0
conda_package_streaming==0.9.0
cryptography==39.0.2
Cython==0.29.32
debugpy==1.8.0
decorator==5.1.1
defusedxml==0.7.1
distlib==0.3.7
dm-tree==0.1.8
docutils==0.16
entrypoints==0.4
executing==1.2.0
executor==23.2
Farama-Notifications==0.0.4
fastapi==0.99.1
fasteners==0.18
fastjsonschema==2.18.0
filelock==3.12.2
flatbuffers==23.5.26
fqdn==1.5.1
frozenlist==1.4.0
fsspec==2023.5.0
gitdb==4.0.10
GitPython==3.1.36
google-api-core==1.34.0
google-api-python-client==2.99.0
google-auth==2.22.0
google-auth-httplib2==0.1.1
google-cloud-common==1.2.0
google-cloud-compute==1.14.0
google-cloud-core==2.3.3
google-cloud-filestore==1.6.1
google-cloud-redis==2.13.1
google-cloud-resource-manager==1.10.3
google-cloud-secret-manager==2.16.3
google-cloud-storage==2.10.0
google-crc32c==1.5.0
google-resumable-media==2.6.0
googleapis-common-protos==1.60.0
gpustat==1.1.1
grpc-google-iam-v1==0.12.6
grpcio==1.58.0
grpcio-status==1.48.2
grpcio-tools==1.58.0
gymnasium==0.28.1
h11==0.12.0
halo==0.0.31
httplib2==0.22.0
humanfriendly==10.0
humanize==4.8.0
idna==3.4
imageio==2.31.1
importlib-resources==6.0.1
ipykernel==6.25.2
ipython==8.15.0
ipython-genutils==0.2.0
ipywidgets==8.0.6
isoduration==20.11.0
jax-jumpy==1.0.0
jedi==0.19.0
Jinja2==3.1.2
jmespath==1.0.1
json5==0.9.14
jsonpatch==1.32
jsonpointer==2.1
jsonschema==4.19.0
jsonschema-specifications==2023.7.1
jupyter_client==7.4.9
jupyter_core==5.3.1
jupyter-events==0.7.0
jupyter_server==2.7.3
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==2.25.0
jupyterlab-widgets==3.0.9
lazy_loader==0.3
log-symbols==0.0.14
lz4==4.3.2
MarkupSafe==2.1.3
matplotlib-inline==0.1.6
mistune==3.0.1
msgpack==1.0.5
multidict==6.0.4
nbclassic==1.0.0
nbclient==0.8.0
nbconvert==7.8.0
nbformat==5.9.2
nest-asyncio==1.5.7
networkx==3.1
notebook==6.5.5
notebook_shim==0.2.3
numpy==1.25.2
nvidia-ml-py==12.535.108
oauth2client==4.1.3
opencensus==0.11.2
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==7.4.0
packaging==21.3
pandas==1.5.3
pandocfilters==1.5.0
parso==0.8.3
pathspec==0.11.2
pexpect==4.8.0
pickleshare==0.7.5
Pillow==9.2.0
pip==23.1.2
platformdirs==3.10.0
pluggy==1.0.0
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==1.10.12
Pygments==2.13.0
pyOpenSSL==23.0.0
pyparsing==3.0.9
pyrsistent==0.19.3
PySocks==1.7.1
python-dateutil==2.8.2
python-json-logger==2.0.7
pytz==2022.7.1
PyWavelets==1.4.1
PyYAML==5.3.1
pyzmq==24.0.1
ray==2.7.0
referencing==0.30.2
requests==2.31.0
rfc3339-validator==0.1.4
rfc3986-validator==0.1.1
rich==12.6.0
rpds-py==0.10.3
rsa==4.7.2
ruamel.yaml==0.17.21
s3transfer==0.6.2
scikit-image==0.21.0
scipy==1.11.2
Send2Trash==1.8.2
setuptools==68.0.0
six==1.16.0
smart-open==6.2.0
smmap==5.0.0
sniffio==1.3.0
soupsieve==2.5
spinners==0.0.24
stack-data==0.6.2
starlette==0.27.0
tabulate==0.9.0
tensorboardX==2.6
termcolor==2.3.0
terminado==0.10.1
tifffile==2023.7.10
tinycss2==1.2.1
toolz==0.12.0
tornado==6.3.3
tqdm==4.65.0
traitlets==5.9.0
typer==0.9.0
typing_extensions==4.5.0
tzlocal==5.0.1
uri-template==1.3.0
uritemplate==4.1.1
urllib3==1.26.16
uvicorn==0.22.0
verboselogs==1.7
virtualenv==20.21.0
watchfiles==0.19.0
wcwidth==0.2.6
webcolors==1.13
webencodings==0.5.1
websocket-client==1.6.3
wheel==0.38.4
widgetsnbextension==4.0.9
wrapt==1.15.0
y-py==0.6.0
yarl==1.9.2
ypy-websocket==0.8.4
zstandard==0.19.0

Ray 2.7.0, CUDA version 11.5 optimized​

The base image anyscale/ray:2.7.0optimized-py311-cu115 contains the following packages:

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==0.5.142
argon2-cffi==23.1.0
argon2-cffi-bindings==21.2.0
arrow==1.2.3
asttokens==2.4.0
async-timeout==4.0.3
attrs==23.1.0
awscli==1.27.105
awscliv2==2.2.0
Babel==2.12.1
backcall==0.2.0
backoff==1.10.0
beautifulsoup4==4.12.2
bleach==6.0.0
blessed==1.20.0
boltons==23.0.0
boto3==1.28.46
botocore==1.31.46
brotlipy==0.7.0
cachetools==5.3.1
certifi==2023.7.22
cffi==1.15.1
charset-normalizer==3.2.0
click==8.1.7
cloudpickle==2.2.0
colorama==0.4.4
coloredlogs==15.0.1
colorful==0.5.5
comm==0.1.4
commonmark==0.9.1
conda==23.7.4
conda-content-trust==0.2.0
conda-package-handling==2.2.0
conda_package_streaming==0.9.0
cryptography==39.0.2
Cython==0.29.32
debugpy==1.8.0
decorator==5.1.1
defusedxml==0.7.1
distlib==0.3.7
dm-tree==0.1.8
docutils==0.16
entrypoints==0.4
executing==1.2.0
executor==23.2
Farama-Notifications==0.0.4
fastapi==0.99.1
fasteners==0.18
fastjsonschema==2.18.0
filelock==3.12.2
flatbuffers==23.5.26
fqdn==1.5.1
frozenlist==1.4.0
fsspec==2023.5.0
gitdb==4.0.10
GitPython==3.1.36
google-api-core==1.34.0
google-api-python-client==2.99.0
google-auth==2.22.0
google-auth-httplib2==0.1.1
google-cloud-common==1.2.0
google-cloud-compute==1.14.0
google-cloud-core==2.3.3
google-cloud-filestore==1.6.1
google-cloud-redis==2.13.1
google-cloud-resource-manager==1.10.3
google-cloud-secret-manager==2.16.3
google-cloud-storage==2.10.0
google-crc32c==1.5.0
google-resumable-media==2.6.0
googleapis-common-protos==1.60.0
gpustat==1.1.1
grpc-google-iam-v1==0.12.6
grpcio==1.58.0
grpcio-status==1.48.2
grpcio-tools==1.58.0
gymnasium==0.28.1
h11==0.12.0
halo==0.0.31
httplib2==0.22.0
humanfriendly==10.0
humanize==4.8.0
idna==3.4
imageio==2.31.1
importlib-resources==6.0.1
ipykernel==6.25.2
ipython==8.15.0
ipython-genutils==0.2.0
ipywidgets==8.0.6
isoduration==20.11.0
jax-jumpy==1.0.0
jedi==0.19.0
Jinja2==3.1.2
jmespath==1.0.1
json5==0.9.14
jsonpatch==1.32
jsonpointer==2.1
jsonschema==4.19.0
jsonschema-specifications==2023.7.1
jupyter_client==7.4.9
jupyter_core==5.3.1
jupyter-events==0.7.0
jupyter_server==2.7.3
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==2.25.0
jupyterlab-widgets==3.0.9
lazy_loader==0.3
log-symbols==0.0.14
lz4==4.3.2
MarkupSafe==2.1.3
matplotlib-inline==0.1.6
mistune==3.0.1
msgpack==1.0.5
multidict==6.0.4
nbclassic==1.0.0
nbclient==0.8.0
nbconvert==7.8.0
nbformat==5.9.2
nest-asyncio==1.5.7
networkx==3.1
notebook==6.5.5
notebook_shim==0.2.3
numpy==1.25.2
nvidia-ml-py==12.535.108
oauth2client==4.1.3
opencensus==0.11.2
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==7.4.0
packaging==21.3
pandas==1.5.3
pandocfilters==1.5.0
parso==0.8.3
pathspec==0.11.2
pexpect==4.8.0
pickleshare==0.7.5
Pillow==9.2.0
pip==23.1.2
platformdirs==3.10.0
pluggy==1.0.0
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==1.10.12
Pygments==2.13.0
pyOpenSSL==23.0.0
pyparsing==3.0.9
pyrsistent==0.19.3
PySocks==1.7.1
python-dateutil==2.8.2
python-json-logger==2.0.7
pytz==2022.7.1
PyWavelets==1.4.1
PyYAML==5.3.1
pyzmq==24.0.1
ray==2.7.0
referencing==0.30.2
requests==2.31.0
rfc3339-validator==0.1.4
rfc3986-validator==0.1.1
rich==12.6.0
rpds-py==0.10.3
rsa==4.7.2
ruamel.yaml==0.17.21
s3transfer==0.6.2
scikit-image==0.21.0
scipy==1.11.2
Send2Trash==1.8.2
setuptools==68.0.0
six==1.16.0
smart-open==6.2.0
smmap==5.0.0
sniffio==1.3.0
soupsieve==2.5
spinners==0.0.24
stack-data==0.6.2
starlette==0.27.0
tabulate==0.9.0
tensorboardX==2.6
termcolor==2.3.0
terminado==0.10.1
tifffile==2023.7.10
tinycss2==1.2.1
toolz==0.12.0
tornado==6.3.3
tqdm==4.65.0
traitlets==5.9.0
typer==0.9.0
typing_extensions==4.5.0
tzlocal==5.0.1
uri-template==1.3.0
uritemplate==4.1.1
urllib3==1.26.16
uvicorn==0.22.0
verboselogs==1.7
virtualenv==20.21.0
watchfiles==0.19.0
wcwidth==0.2.6
webcolors==1.13
webencodings==0.5.1
websocket-client==1.6.3
wheel==0.38.4
widgetsnbextension==4.0.9
wrapt==1.15.0
y-py==0.6.0
yarl==1.9.2
ypy-websocket==0.8.4
zstandard==0.19.0