Kubernetes Kubeflow Installation / Using kind / Ubuntu 20.04 Environment
1. Installation Environment
- Kubeflow 1.4.0
- kind v0.14.0
- Kubernetes 1.24.14
- Kustomize 3.2.0
2. kind Installation
$ curl -Lo ./kind https://kind.sigs.k8s.io/dl/v0.14.0/kind-linux-amd64
$ chmod +x ./kind
$ sudo mv ./kind /usr/local/bin/kindInstall kind to create a Kubernetes cluster.
3. Kustomize Installation
$ wget https://github.com/kubernetes-sigs/kustomize/releases/download/v3.2.0/kustomize-3.2.0-linux-amd64 -O /usr/bin/kustomizeInstall Kustomize for Kubeflow installation.
4. Kubernetes Cluster Creation
$ kind create cluster
...
$ kubectl get nodes
NAME STATUS ROLES AGE VERSION
kind-control-plane Ready control-plane 76s v1.24.0Configure a single Master Node cluster with one control-plane using kind.
5. Kubeflow Installation
$ git clone https://github.com/kubeflow/manifests
$ cd manifests
$ git checkout v1.6.0-rc.1
$ while ! kustomize build example | kubectl apply -f -; do echo "Retrying to apply resources"; sleep 10; done
...
$ kubectl get pod -A
NAMESPACE NAME READY STATUS RESTARTS AGE
auth dex-8579644bbb-8rbl7 1/1 Running 2 (5m35s ago) 23m
cert-manager cert-manager-7857bf84dd-hbssk 1/1 Running 1 (6m10s ago) 23m
cert-manager cert-manager-cainjector-5497868477-ntzbp 1/1 Running 5 (4m52s ago) 23m
cert-manager cert-manager-webhook-768cbc94b8-t9xnt 1/1 Running 1 (6m10s ago) 23m
istio-system authservice-0 1/1 Running 1 (6m10s ago) 23m
istio-system cluster-local-gateway-667767766c-cx9qp 1/1 Running 1 (6m9s ago) 23m
istio-system istio-ingressgateway-67d6475549-f726s 1/1 Running 1 (6m9s ago) 23m
istio-system istiod-c8965d9c5-mr6jj 1/1 Running 2 (4m47s ago) 23m
knative-eventing eventing-controller-c68576ff-tnhgw 1/1 Running 1 (6m9s ago) 23m
knative-eventing eventing-webhook-784df9bbb6-5xggh 1/1 Running 3 (4m51s ago) 23m
knative-serving activator-6f97444fcd-2xrwg 2/2 Running 4 (3m27s ago) 22m
knative-serving autoscaler-564f8ffbfb-2bfdq 2/2 Running 4 (3m47s ago) 22m
knative-serving controller-5ffdc46df9-r4cqj 2/2 Running 6 (3m40s ago) 22m
knative-serving domain-mapping-66b97d97b6-85s48 2/2 Running 6 (2m52s ago) 22m
knative-serving domainmapping-webhook-5b9c78f46c-6l6q7 2/2 Running 6 (3m40s ago) 22m
knative-serving net-istio-controller-589c985689-ntfq8 2/2 Running 6 (3m20s ago) 22m
knative-serving net-istio-webhook-7b89f945c9-cxr9n 2/2 Running 6 (3m25s ago) 22m
knative-serving webhook-75d5cc85d8-x5w8f 2/2 Running 6 (3m40s ago) 22m
kube-system coredns-6d4b75cb6d-59s7s 1/1 Running 1 (6m9s ago) 24m
kube-system coredns-6d4b75cb6d-nzqbt 1/1 Running 1 (6m10s ago) 24m
kube-system etcd-kind-control-plane 1/1 Running 1 (6m9s ago) 24m
kube-system kindnet-qln6n 1/1 Running 1 (6m9s ago) 24m
kube-system kube-apiserver-kind-control-plane 1/1 Running 1 (6m10s ago) 24m
kube-system kube-controller-manager-kind-control-plane 1/1 Running 6 (4m ago) 24m
kube-system kube-proxy-24tj2 1/1 Running 1 (6m10s ago) 24m
kube-system kube-scheduler-kind-control-plane 1/1 Running 6 (4m ago) 24m
kubeflow-user-example-com ml-pipeline-ui-artifact-7565454755-hs9t6 2/2 Running 0 117s
kubeflow-user-example-com ml-pipeline-visualizationserver-665bb6b8fc-rfv9z 2/2 Running 0 117s
kubeflow admission-webhook-deployment-598859f878-q9vcr 1/1 Running 1 (6m9s ago) 22m
kubeflow cache-server-bcd48f574-4xl7g 2/2 Running 2 (6m9s ago) 22m
kubeflow centraldashboard-5487b6489b-wq5kw 2/2 Running 2 (6m9s ago) 22m
kubeflow jupyter-web-app-deployment-5b7df555bf-nvsfp 1/1 Running 1 (6m9s ago) 22m
kubeflow katib-controller-578b6b9f67-hjd7c 1/1 Running 2 (4m54s ago) 22m
kubeflow katib-db-manager-55fd9bdcb7-dbnxn 1/1 Running 6 (4m30s ago) 22m
kubeflow katib-mysql-5bc98798b4-2pwfb 1/1 Running 1 (6m9s ago) 22m
kubeflow katib-ui-6655964d9-ppvgj 1/1 Running 2 (5m22s ago) 22m
kubeflow kserve-controller-manager-0 2/2 Running 2 (5m13s ago) 21m
kubeflow kserve-models-web-app-5c46784448-k6fpl 2/2 Running 2 (6m10s ago) 22m
kubeflow kubeflow-pipelines-profile-controller-5d77dffc97-b2sgx 1/1 Running 1 (6m10s ago) 22m
kubeflow metacontroller-0 1/1 Running 2 (4m53s ago) 21m
kubeflow metadata-envoy-deployment-7654b98955-pt5cw 1/1 Running 1 (6m10s ago) 22m
kubeflow metadata-grpc-deployment-5c8599b99c-p5ftw 2/2 Running 8 (3m4s ago) 22m
kubeflow metadata-writer-75749894bd-xj9df 2/2 Running 4 (93s ago) 22m
kubeflow minio-6d6d45469f-v8hxm 2/2 Running 2 (6m9s ago) 22m
kubeflow ml-pipeline-68cbb5f66f-sqjm2 2/2 Running 5 (2m44s ago) 22m
kubeflow ml-pipeline-persistenceagent-656646f586-df4n4 2/2 Running 3 (2m58s ago) 22m
kubeflow ml-pipeline-scheduledworkflow-5fbdc8fdb9-769kx 2/2 Running 2 (6m9s ago) 22m
kubeflow ml-pipeline-ui-866dd8c85b-tbmx2 2/2 Running 2 (6m9s ago) 22m
kubeflow ml-pipeline-viewer-crd-b9bf4686d-2bppl 2/2 Running 3 (3m12s ago) 22m
kubeflow ml-pipeline-visualizationserver-7594c49bbf-x45w4 2/2 Running 0 22m
kubeflow mysql-55778745b6-rfdm6 2/2 Running 2 (6m9s ago) 22m
kubeflow notebook-controller-deployment-7644864cb7-4dsxt 2/2 Running 4 (2m53s ago) 22m
kubeflow profiles-deployment-849d679569-ggghz 3/3 Running 4 (2m39s ago) 22m
kubeflow tensorboard-controller-deployment-59f654f945-qhb8b 3/3 Running 3 (3m15s ago) 21m
kubeflow tensorboards-web-app-deployment-6dd998cb85-9ctwc 1/1 Running 1 (6m9s ago) 22m
kubeflow training-operator-748d5cdc48-lgnks 1/1 Running 2 (4m47s ago) 21m
kubeflow volumes-web-app-deployment-759df896c6-dqgtx 1/1 Running 1 (6m9s ago) 21m
kubeflow workflow-controller-78c979dc75-96d64 2/2 Running 8 (3m45s ago) 21m
local-path-storage local-path-provisioner-9cd9bd544-8mhgp 1/1 Running 2 (5m14s ago) 24mInstall Kubeflow using kustomize.
6. Kubeflow Dashboard Access
$ kubectl port-forward svc/istio-ingressgateway -n istio-system 8080:80Execute kubectl port-forward and access the following path.
- http://127.0.0.1:8080
- ID: user@example.com
- Password: 12341234