Installation
Install Kustomize
On Mac:
> curl -s "https://raw.githubusercontent.com/kubernetes-sigs/kustomize/master/hack/install_kustomize.sh" | bash
> mv kustomize ~/bin
In Windows
>bash
>
Install Kubeflow
> git clone https://github.com/kubeflow/manifests.git
> cd manifests
> while ! kustomize build example | kubectl apply -f -; do echo "Retrying to apply resources"; sleep 10; done
validatingwebhookconfiguration.admissionregistration.k8s.io/inferenceservice.serving.kubeflow.org configured validatingwebhookconfiguration.admissionregistration.k8s.io/istiod-istio-system configured validatingwebhookconfiguration.admissionregistration.k8s.io/trainedmodel.serving.kubeflow.org configured validatingwebhookconfiguration.admissionregistration.k8s.io/validation.webhook.eventing.knative.dev unchanged validatingwebhookconfiguration.admissionregistration.k8s.io/validation.webhook.serving.knative.dev unchanged Error from server (InternalError): error when creating "STDIN": Internal error occurred: failed calling webhook "webhook.cert-manager.io": the server is currently unable to handle the request Error from server (InternalError): error when creating "STDIN": Internal error occurred: failed calling webhook "webhook.cert-manager.io": the server is currently unable to handle the request Error from server (InternalError): error when creating "STDIN": Internal error occurred: failed calling webhook "webhook.cert-manager.io": the server is currently unable to handle the request Error from server (InternalError): error when creating "STDIN": Internal error occurred: failed calling webhook "webhook.cert-manager.io": the server is currently unable to handle the request Error from server (InternalError): error when creating "STDIN": Internal error occurred: failed calling webhook "webhook.cert-manager.io": the server is currently unable to handle the request Error from server (InternalError): error when creating "STDIN": Internal error occurred: failed calling webhook "webhook.cert-manager.io": the server is currently unable to handle the request Error from server (InternalError): error when creating "STDIN": Internal error occurred: failed calling webhook "webhook.cert-manager.io": the server is currently unable to handle the request Retrying to apply resources
This will take a while....
Once installation is complete, you should see the pods started
> kubectl -n kubeflow get pods
NAME READY STATUS RESTARTS AGE admission-webhook-deployment-65dcd649d8-7hng5 0/1 ContainerCreating 0 7m50s cache-deployer-deployment-6b78494889-l6q58 1/1 Running 0 7m50s cache-server-c4f786b44-989xt 0/1 ContainerCreating 0 7m50s centraldashboard-6b5fb79878-694db 1/1 Running 0 7m50s jupyter-web-app-deployment-894f79f74-tdlpk 1/1 Running 0 7m49s katib-controller-79f44b76bb-glpvk 0/1 ContainerCreating 0 7m49s katib-db-manager-6d9857f658-z66sw 0/1 CrashLoopBackOff 1 7m48s katib-mysql-586f79b694-hwvpl 1/1 Running 0 7m48s katib-ui-5fdb7869cf-wzqg9 1/1 Running 0 7m47s kfserving-controller-manager-0 0/2 Pending 0 7m30s kubeflow-pipelines-profile-controller-596b896f8d-bgqcv 0/1 ContainerCreating 0 7m47s metacontroller-0 0/1 Pending 0 7m30s metadata-envoy-deployment-6756c995c9-xpx4m 1/1 Running 0 7m46s metadata-grpc-deployment-7cb87744c7-cjml4 0/1 ContainerCreating 0 7m45s metadata-writer-6bf5cfd7d8-dz5gw 0/1 ContainerCreating 0 7m45s minio-5b65df66c9-zgphs 0/1 ContainerCreating 0 7m45s ml-pipeline-6fd798d69b-9rdzs 0/1 ContainerCreating 0 7m44s ml-pipeline-persistenceagent-78756bc86-5mbcp 1/1 Running 0 7m43s ml-pipeline-scheduledworkflow-5965c4ddd5-7h48v 0/1 ContainerCreating 0 7m42s ml-pipeline-ui-7449d86fdb-4mdkt 0/1 ContainerCreating 0 7m42s ml-pipeline-viewer-crd-7b6f548696-xn8wp 0/1 ContainerCreating 0 7m42s ml-pipeline-visualizationserver-64778c88f5-st9tg 0/1 Pending 0 7m40s mpi-operator-d5bfb8489-wpjdf 0/1 ContainerCreating 0 7m40s mxnet-operator-6cffc568b7-5sw9z 0/1 ContainerCreating 0 7m38s mysql-f7b9b7dd4-7wn84 0/1 Pending 0 7m37s notebook-controller-deployment-55f879c64c-8h25s 0/1 ContainerCreating 0 7m37s profiles-deployment-755b68f765-cztxx 0/2 ContainerCreating 0 7m37s pytorch-operator-56bffbbd86-xxcjg 0/1 ContainerCreating 0 7m36s tensorboard-controller-controller-manager-64bb74f4bb-8tmlb 0/2 Pending 0 7m35s tensorboards-web-app-deployment-5479bdb7d-7md5t 0/1 ContainerCreating 0 7m34s tf-job-operator-859885c8c4-bzmmg 0/1 ContainerCreating 0 7m33s volumes-web-app-deployment-6cc4dd9df9-q24tt 0/1 ContainerCreating 0 7m32s workflow-controller-7b44676dff-5wqvz 0/1 Pending 0 7m32s xgboost-operator-deployment-c6ddb584-g5w9q 0/1 ContainerCreating 0 7m31s
Ensure Istio is up and running
> kubectl -n istio-system get pods
NAME READY STATUS RESTARTS AGE authservice-0 1/1 Running 0 24m cluster-local-gateway-7c6b74977c-bvbpt 0/1 ContainerCreating 0 24m istio-ingressgateway-56d9b7fdb-trg8h 0/1 ContainerCreating 0 24m istiod-7486c5469f-qwxsg 0/1 ContainerCreating 0 24m
Enable port forwarding
> kubectl port-forward -n istio-system svc/istio-ingressgateway 8080:80
References
| Reference | URL |
|---|---|
| Installation | https://github.com/kubeflow/manifests#installation |
| *** Installation on minikube | https://towardsdatascience.com/kubeflow-how-to-install-and-launch-kubeflow-on-your-local-machine-e0d7b4f7508f |
| Components | https://www.kubeflow.org/docs/components/ |
| Central Dashboard | https://www.kubeflow.org/docs/components/central-dash/overview/ |