The Charmed Seldon Core Operator for Juju enables fast and easy deployment of models and experiments at scale as an integral part of Charmed Kubeflow. Also it handles installation, scaling, and configuration.
The Charmed Seldon Core Operator may be deployed using the Juju command line as follows
$ juju deploy seldon-core seldon-controller-manager
Charmed Seldon Core Operator relies on ROCK images that are defined in Seldonio ROCKs repository
Canonical Charmed Kubeflow is a state of the art, fully supported MLOps platform that helps data scientists collaborate on AI innovation on any cloud from concept to production, offered by Canonical - the publishers of Ubuntu.
Charmed Kubeflow is free to use: the solution can be deployed in any environment without constraints, paywall or restricted features. Data labs and MLOps teams only need to train their data scientists and engineers once to work consistently and efficiently on any cloud – or on-premise.
Charmed Kubeflow offers a centralised, browser-based MLOps platform that runs on any conformant Kubernetes – offering enhanced productivity, improved governance and reducing the risks associated with shadow IT.
Learn more about deploying and using Charmed Kubeflow at https://charmed-kubeflow.io.
Please see the official docs site for complete documentation of the Charmed Kubeflow distribution.
If you find a bug in our operator or want to request a specific feature, please file a bug here: https://github.com/canonical/seldon-core-operator/issues
Seldon deploys with a set of preconfigured images. These images, listed in the src/default-custom-images.json
, can be overridden using the charm config custom_images
.
For example:
images_to_override.yaml
configmap_explainer: 'my.repo/explainer:latest'
configmap_explainer_v2: 'my.repo/explainer_v2:v1.2.3'
juju config seldon-controller-manager custom_images=@./images_to_override.yaml
Charmed Kubeflow is free software, distributed under the Apache Software License, version 2.0.
Canonical welcomes contributions to Charmed Kubeflow. Please check out our contributor agreement if you're interested in contributing to the distribution.
Security issues in Charmed Kubeflow can be reported through LaunchPad. Please do not file GitHub issues about security issues.