Release notes for Jupyter images

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Jupyter images provide notebooks for the cloud-native AI suite. Three image types are available:

  • jupyter — Provides JupyterLab and Jupyter Notebook tools. CPU-based.

  • jupyter-pytorch — Built on the jupyter image. Adds CPU-based PyTorch and a series of AI components.

  • jupyter-pytorch-cuda — Built on the jupyter image. Adds GPU-based PyTorch and a series of AI components.

Images

Image CPU/GPU Image address
jupyter CPU ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/jupyter:4.0.5-3.2304
jupyter-pytorch CPU ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/jupyter-pytorch:4.0.5-3.2304-2.1.2
jupyter-pytorch-cuda (CUDA 12.1) GPU ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/jupyter-pytorch-cuda:4.0.5-3.2304-2.1.2cu121
jupyter-pytorch-cuda (CUDA 11.8) GPU ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/jupyter-pytorch-cuda:4.0.5-3.2304-2.1.2cu118

Operational requirements

  • jupyter and jupyter-pytorch images are CPU-based and have no requirements for runtime environments.

  • jupyter-pytorch-cuda (CUDA 12.1) is GPU-based. Requires NVIDIA Driver release 525 or later. Compatible with NVIDIA Driver release 470.

  • jupyter-pytorch-cuda (CUDA 11.8) is GPU-based. Requires NVIDIA Driver release 470 or later.

Image content

jupyter:4.0.5-3.2304

  • Python: 3.10.13

  • anyio: 3.5.0

  • appdirs: 1.4.4

  • arenasdk: 0.10.0

  • argon2-cffi: 21.3.0

  • argon2-cffi-bindings: 21.2.0

  • arrow: 1.2.3

  • asttokens: 2.2.1

  • async-lru: 2.0.1

  • attrs: 22.2.0

  • Automat: 22.10.0

  • Babel: 2.14.0

  • backcall: 0.1.0

  • beautifulsoup4: 4.12.2

  • bleach: 6.0.0

  • Brotli: 1.0.9

  • certifi: 2023.7.22

  • cffi: 1.15.1

  • charset-normalizer: 3.1.0

  • coloredlogs: 15.0.1

  • constantly: 15.1.0

  • contourpy: 1.0.7

  • cycler: 0.11.0

  • decorator: 5.1.1

  • defusedxml: 0.7.1

  • editables: 0.3

  • entrypoints: 0.3

  • executing: 1.2.0

  • fastjsonschema: 2.16.3

  • fonttools: 4.47.0

  • fqdn: 1.5.1

  • fs: 2.4.16

  • hatch-vcs: 0.3.0

  • hatchling: 1.14.1

  • html5lib: 1.1

  • humanfriendly: 10.0

  • hyperlink: 21.0.0

  • idna: 3.4

  • incremental: 22.10.0

  • ipykernel: 6.17.1

  • ipython: 8.12.0

  • isoduration: 20.11.0

  • jedi: 0.18.2

  • Jinja2: 3.1.2

  • json5: 0.9.12

  • jsonpointer: 2.3

  • jsonschema: 4.17.3

  • jupyter_client: 7.4.9

  • jupyter_core: 5.1.0

  • jupyter-events: 0.6.3

  • jupyter-lsp: 2.1.0

  • jupyter_server: 2.5.0

  • jupyter_server_terminals: 0.4.2

  • jupyterlab: 4.0.5

  • jupyterlab-pygments: 0.1.2

  • jupyterlab_server: 2.22.1

  • kiwisolver: 1.4.4

  • libcomps: 0.1.19

  • lxml: 4.9.2

  • MarkupSafe: 2.1.2

  • matplotlib: 3.7.1

  • matplotlib-inline: 0.1.6

  • mistune: 2.0.4

  • nbclient: 0.7.2

  • nbconvert: 7.2.5

  • nbformat: 5.7.0

  • nest-asyncio: 1.5.6

  • netifaces: 0.11.0

  • notebook: 7.0.0b2

  • notebook_shim: 0.2.3

  • numpy: 1.24.2

  • olefile: 0.46

  • packaging: 23.0

  • pandas: 1.5.3

  • pandocfilters: 1.5.0

  • parso: 0.8.3

  • pathspec: 0.10.3

  • pexpect: 4.8.0

  • pickleshare: 0.7.5

  • Pillow: 10.1.0

  • pip: 23.3.1

  • platformdirs: 3.9.1

  • pluggy: 1.0.0

  • ply: 3.11

  • prometheus-client: 0.19.0

  • prompt-toolkit: 3.0.38

  • psutil: 5.9.2

  • ptyprocess: 0.7.0

  • pure-eval: 0.2.2

  • pycairo: 1.23.0

  • pycparser: 2.21

  • Pygments: 2.14.0

  • pyparsing: 3.0.7

  • pyrsistent: 0.19.3

  • PySocks: 1.7.1

  • python-dateutil: 2.8.2

  • python-json-logger: 2.0.7

  • pytz: 2022.7.1

  • PyYAML: 6.0

  • pyzmq: 24.0.1

  • requests: 2.31.0

  • rfc3339-validator: 0.1.4

  • rfc3986-validator: 0.1.1

  • SciPy: 1.10.1

  • Send2Trash: 1.8.2

  • setuptools: 65.5.1

  • setuptools-scm: 7.1.0

  • six: 1.16.0

  • sniffio: 1.2.0

  • soupsieve: 2.4

  • stack-data: 0.6.2

  • terminado: 0.17.1

  • tinycss2: 1.2.1

  • toml: 0.10.2

  • tomli: 2.0.1

  • tornado: 6.3.2

  • traitlets: 5.9.0

  • trove-classifiers: 2023.2.20

  • Twisted: 22.10.0

  • typing_extensions: 4.9.0

  • uri-template: 1.2.0

  • urllib3: 1.26.18

  • wcwidth: 0.2.6

  • webcolors: 1.12

  • webencodings: 0.5.1

  • websocket-client: 1.3.3

  • wheel: 0.38.4

  • zope.interface: 5.5.2

jupyter-pytorch:4.0.5-3.2304-2.1.2

Everything in jupyter:4.0.5-3.2304, plus:

  • aiodns: 3.0.0

  • aiohttp: 3.9.3

  • aiosignal: 1.3.1

  • async-timeout: 4.0.2

  • bcrypt: 3.2.2

  • bokeh: 0.0.0

  • cloudpickle: 2.2.1

  • colorama: 0.4.6

  • coverage: 7.2.1

  • cryptography: 41.0.7

  • dill: 0.3.6

  • exceptiongroup: 1.1.1

  • filelock: 3.9.0

  • frozenlist: 1.3.3

  • fsspec: 2023.6.0

  • gitdb: 4.0.10

  • GitPython: 3.1.40

  • imageio: 2.33.1

  • iniconfig: 1.1.1

  • ipympl: 0.9.3

  • ipywidgets: 8.0.6

  • joblib: 1.2.0

  • jupyter-server-mathjax: 0.2.6

  • jupyterlab_git: 0.50.0

  • lazy_loader: 0.3

  • lz4: 4.3.2

  • mpmath: 1.3.0

  • multidict: 6.0.4

  • nbdime: 4.0.1

  • networkx: 2.8.8

  • paramiko: 2.12.0

  • pyarrow: 14.0.2

  • pyasn1: 0.4.8

  • pycares: 4.3.0

  • PyNaCl: 1.4.0

  • pytest: 7.3.1

  • pytest-cov: 4.0.0

  • scikit-image: 0.22.0

  • scikit-learn: 1.2.2

  • seaborn: 0.13.2

  • smmap: 5.0.0

  • sympy: 1.11.1

  • threadpoolctl: 3.1.0

  • tifffile: 2023.12.9

  • torch: 2.1.2+cpu

  • torchaudio: 2.1.2+cpu

  • torchvision: 0.16.2+cpu

  • tqdm: 4.65.0

  • widgetsnbextension: 4.0.7

  • xgboost: 2.0.3

  • xyzservices: 2023.10.1

  • yarl: 1.8.2

jupyter-pytorch-cuda:4.0.5-3.2304-2.1.2cu121

Everything in jupyter-pytorch:4.0.5-3.2304-2.1.2, plus:

  • gcc: 12.2.1

  • cuda-compat-12-1: 530.30.02

  • cuda-cudart-12-1: 12.1.105

  • torch: 2.1.2+cu121

  • torchaudio: 2.1.2+cu121

  • torchvision: 0.16.2+cu121

  • triton: 2.1.0

This image replaces the CPU-only torch, torchaudio, and torchvision packages with CUDA 12.1-enabled builds.

jupyter-pytorch-cuda:4.0.5-3.2304-2.1.2cu118

Everything in jupyter-pytorch:4.0.5-3.2304-2.1.2, plus:

  • gcc: 12.2.1

  • gpg: 1.19.0

  • rpm: 4.18.0

  • torch: 2.1.2+cu118

  • torchaudio: 2.1.2+cu118

  • torchvision: 0.16.2+cu118

  • triton: 2.1.0

This image replaces the CPU-only torch, torchaudio, and torchvision packages with CUDA 11.8-enabled builds.

Updates

2024.06

  • Updated the jupyter, jupyter-pytorch, and jupyter-pytorch-cuda images and granted sudo permissions to the jovyan user.

2024.03

  • Updated the jupyter-pytorch image to fix common vulnerabilities and exposures (CVEs).

  • Updated the jupyter-pytorch-cuda image by adding the gcc-c++ component.

2024.02

  • Released the jupyter-pytorch image and jupyter-pytorch-cuda for CUDA 11.8 and CUDA 12.1 images.

2024.01

  • Released the jupyter image.