These images were created to be used with Open Data Hub (ODH) with the ODH Notebook Controller as the launcher.
The different notebooks images available are built in this order:
Based on Python 3.8
graph TB
subgraph Notebooks
%% Nodes
ubi8-python-3.8(UBI8 Python 3.8);
base-ubi8-python-3.8("Notebooks Base<br/>(base-ubi8-python-3.8)");
jupyter-minimal-ubi8-python-3.8("Minimal Notebook<br/>(jupyter-minimal-ubi8-python-3.8)");
jupyter-datascience-ubi8-python-3.8("Data Science Notebook<br/>(jupyter-datascience-ubi8-python-3.8)");
jupyter-pytorch-ubi8-python-3.8("PyTorch Notebook<br/>(jupyter-pytorch-ubi8-python-3.8)");
%% Edges
ubi8-python-3.8 --> base-ubi8-python-3.8;
base-ubi8-python-3.8 --> jupyter-minimal-ubi8-python-3.8;
jupyter-minimal-ubi8-python-3.8 --> jupyter-datascience-ubi8-python-3.8;
jupyter-datascience-ubi8-python-3.8 --> jupyter-pytorch-ubi8-python-3.8;
end
subgraph CUDA
%% Nodes
cuda-ubi8-python-3.8("CUDA Notebooks Base<br/>(cuda-ubi8-python-3.8)");
cuda-jupyter-minimal-ubi8-python-3.8("CUDA Minimal Notebook<br/>(cuda-jupyter-minimal-ubi8-python-3.8)");
cuda-jupyter-datascience-ubi8-python-3.8("CUDA Data Science Notebook<br/>(cuda-jupyter-datascience-ubi8-python-3.8)");
cuda-jupyter-tensorflow-ubi8-python-3.8("CUDA TensorFlow Notebook<br/>(cuda-jupyter-tensorflow-ubi8-python-3.8)");
%% Edges
base-ubi8-python-3.8 --> cuda-ubi8-python-3.8;
cuda-ubi8-python-3.8 --> cuda-jupyter-minimal-ubi8-python-3.8;
cuda-jupyter-minimal-ubi8-python-3.8 --> cuda-jupyter-datascience-ubi8-python-3.8;
cuda-jupyter-datascience-ubi8-python-3.8 --> cuda-jupyter-tensorflow-ubi8-python-3.8;
end
Based on Python 3.9
graph TB
subgraph Notebooks
%% Nodes
ubi9-python-3.9(UBI9 Python 3.9);
base-ubi9-python-3.9("Notebooks Base<br/>(base-ubi9-python-3.9)");
jupyter-minimal-ubi9-python-3.9("Minimal Notebook<br/>(jupyter-minimal-ubi9-python-3.9)");
jupyter-datascience-ubi9-python-3.9("Data Science Notebook<br/>(jupyter-datascience-ubi9-python-3.9)");
jupyter-pytorch-ubi9-python-3.9("PyTorch Notebook<br/>(jupyter-pytorch-ubi9-python-3.9)");
jupyter-trustyai-ubi9-python-3.9("TrustyAI Notebook<br/>(jupyter-trustyai-ubi9-python-3.9)");
%% Edges
ubi9-python-3.9 --> base-ubi9-python-3.9;
base-ubi9-python-3.9 --> jupyter-minimal-ubi9-python-3.9;
jupyter-minimal-ubi9-python-3.9 --> jupyter-datascience-ubi9-python-3.9;
jupyter-datascience-ubi9-python-3.9 --> jupyter-pytorch-ubi9-python-3.9;
jupyter-datascience-ubi9-python-3.9 --> jupyter-trustyai-ubi9-python-3.9;
end
subgraph CUDA
%% Nodes
cuda-ubi9-python-3.9("CUDA Notebooks Base<br/>(cuda-ubi9-python-3.9)");
cuda-jupyter-minimal-ubi9-python-3.9("CUDA Minimal Notebook<br/>(cuda-jupyter-minimal-ubi9-python-3.9)");
cuda-jupyter-datascience-ubi9-python-3.9("CUDA Data Science Notebook<br/>(cuda-jupyter-datascience-ubi9-python-3.9)");
cuda-jupyter-tensorflow-ubi9-python-3.9("CUDA TensorFlow Notebook<br/>(cuda-jupyter-tensorflow-ubi9-python-3.9)");
%% Edges
base-ubi9-python-3.9 --> cuda-ubi9-python-3.9;
cuda-ubi9-python-3.9 --> cuda-jupyter-minimal-ubi9-python-3.9;
cuda-jupyter-minimal-ubi9-python-3.9 --> cuda-jupyter-datascience-ubi9-python-3.9;
cuda-jupyter-datascience-ubi9-python-3.9 --> cuda-jupyter-tensorflow-ubi9-python-3.9;
end
The following notebook images are available:
- jupyter-minimal-ubi8-python-3.8
- jupyter-datascience-ubi8-python-3.8
- jupyter-pytorch-ubi8-python-3.8
- cuda-jupyter-minimal-ubi8-python-3.8
- cuda-jupyter-datascience-ubi8-python-3.8
- cuda-jupyter-tensorflow-ubi8-python-3.8
- jupyter-minimal-ubi9-python-3.9
- jupyter-datascience-ubi9-python-3.9
- jupyter-pytorch-ubi9-python-3.9
- jupyter-trustyai-ubi9-python-3.9
- cuda-jupyter-minimal-ubi9-python-3.9
- cuda-jupyter-datascience-ubi9-python-3.9
- cuda-jupyter-tensorflow-ubi9-python-3.9
If you want to manually build a notebook image, you can use the following command:
make ${NOTEBOOK_NAME}
The image will be built and pushed to the quay.io/opendatahub/workbench-images repository.
You can overwrite IMAGE_REGISTRY
and RELEASE
variables to use a different registry or release tag:
make ${NOTEBOOK_NAME} -e IMAGE_REGISTRY=quay.io/${YOUR_USER}/workbench-images -e RELEASE=2023x
Deploy the notebook images in your Kubernetes environment using deploy8-${NOTEBOOK_NAME} for ubi8 or deploy9-${NOTEBOOK_NAME} for ubi9:
make deployX-${NOTEBOOK_NAME}
Run the test suite against this notebook:
make test-${NOTEBOOK_NAME}
Clean up the environment when the tests are finished:
make undeployX-${NOTEBOOK_NAME}
For further information please see CONTRIBUTING.md file.