Kubeflow Deployment Process
Understanding the Kubeflow deployment process
The deployment process is controlled by the following commands:
- kustomize build - Use kustomize to generate configuration files defining the various resources for your deployment. .
- kubectl apply - Apply the resources created by
kustomize buildto the kubenetes cluster
IBM manifests repository contains the following files and directories:
iks-single directory: A kustomize file for single-user deployment
iks-multi directory: A kustomize file for multi-user deployment
others Other files are used to compose Kubeflow resources
Starting from Kubeflow 1.3, the official installation documentation uses a combination of
kubectl to install Kubeflow.
Install kubectl and kustomize
To use the
kustomize binary, you need to make it executable and move it to your path.
kustomize to your global path, run the following commands:
wget https://github.com/kubernetes-sigs/kustomize/releases/download/v3.2.0/<distribution> chmod +x <distribution> mv <distribution> /usr/local/bin/kustomize
Your machine might already have
kustomize installed. If you want to temporarily add this version of
kustomize to your path, run the following commands:
wget https://github.com/kubernetes-sigs/kustomize/releases/download/v3.2.0/<distribution> chmod +x <distribution> mv <distribution> /some/path/kustomize # /some/path should not already be in path. export PATH=/some/path:$PATH # order is important here. $PATH needs to be the last thing. We are trying to put our kustomize before the kustomize installtion in system.
- Check Kubeflow Compatibility
- Go here for installing Kubeflow on IKS
- Go here for installing Kubeflow on IBM OpenShift