Available in VPC
Take a tour of the Overview interface in Project Home. From the Overview tab, you can download a kubeconfig with access to the project namespace and view the history of recent activities.
Download kubeconfig
Each project is assigned a unique Kubernetes Namespace, which provides an isolated environment from the other projects within the workspace.
To run workloads within a project, access to the corresponding project namespace is required. The project namespace is created in the format of p-{프로젝트 이름}.
In the ML expert platform, you can access these namespaces with kubectl. By clicking Download kubeconfig, you can download the file.
Access the ML expert platform with kubectl
Currently, MLX is accessible with the CLI kubectl for Kubernetes cluster management.
kubectlrecommends using the latest patch of version v1.29.- Since the active Kubernetes version is v1.28.11, compatibility is guaranteed only up to v1.29. in accordance with the kubectl Version Skew Policy.
Move the received kubeconfig file to an arbitrary directory (for example, $HOME/.kube) and add the file path to the environment KUBECONFIG variable.
mkdir ~/.kube
mv download/path/{project name}-kubeconfig.yaml ~/.kube
export KUBECONFIG=$HOME/.kube/{project name}-kubeconfig.yaml
Using kubectl, you can verify access to the project as shown below.
$ kubectl -n {project namespace} get pods
NAME READY STATUS RESTARTS AGE
ml-pipeline-ui-artifact-7496857fcc-p24rw 2/2 Running 0 5h3m
ml-pipeline-visualizationserver-5c96659f4b-d6stz 2/2 Running 0 5h3m
For a detailed information on how to access Kubernetes using kubeconfig, see the official documentation.