环境介绍

K8S版本：v1.23.17，需要配置默认的sc
参考：https://github.com/kubeflow/manifests/tree/v1.7.0

部署

#获取安装包
wget  https://github.com/kubeflow/manifests/archive/refs/tags/v1.7.0.tar.gz
 
#解压
tar -zxvf manifests-1.7.0.tar.gz
 
#获取需要的镜像
cd manifests-1.7.0
kustomize build example |grep 'image: '|awk '$2 != "" { print $2}' |sort -u

镜像源调整
find /kubeflow/manifests-1.7.0/ -type f -name "*.yaml" | xargs sed -i 's#gcr.io#gcr.dockerproxy.com#g'
find /kubeflow/manifests-1.7.0/ -type f -name "*.py" | xargs sed -i 's#gcr.io#gcr.dockerproxy.com#g'

部署：
while ! kustomize build example | awk '!/well-defined/' | kubectl apply -f -; do echo "Retrying to apply resources"; sleep 10; done

检查Pod是否正常？
root@ser-compute-07:/srv/k8s_yaml/kubeflow/manifests-1.7.0# kubectl get pods -n cert-manager
NAME                                       READY   STATUS    RESTARTS   AGE
cert-manager-b4b465456-cqpmd               1/1     Running   0          12h
cert-manager-cainjector-64d74f9c8f-h8sbd   1/1     Running   0          12h
cert-manager-webhook-66fff58cdf-lh7tc      1/1     Running   0          12h
root@ser-compute-07:/srv/k8s_yaml/kubeflow/manifests-1.7.0# kubectl get pods -n istio-system
NAME                                     READY   STATUS    RESTARTS   AGE
authservice-0                            1/1     Running   0          12h
cluster-local-gateway-7f55dcfff7-lnht5   1/1     Running   0          12h
istio-ingressgateway-869ccf7495-bd547    1/1     Running   0          12h
istiod-69d59d9787-gzqxh                  1/1     Running   0          12h
root@ser-compute-07:/srv/k8s_yaml/kubeflow/manifests-1.7.0# kubectl get pods -n auth
NAME                   READY   STATUS    RESTARTS   AGE
dex-86c6ff6df8-fkk4c   1/1     Running   0          12h
root@ser-compute-07:/srv/k8s_yaml/kubeflow/manifests-1.7.0# kubectl get pods -n knative-eventing
NAME                                   READY   STATUS    RESTARTS   AGE
eventing-controller-7889878c4f-zpp5w   1/1     Running   0          12h
eventing-webhook-67f458d8dc-wzsw5      1/1     Running   0          12h
root@ser-compute-07:/srv/k8s_yaml/kubeflow/manifests-1.7.0# kubectl get pods -n knative-serving
NAME                                     READY   STATUS    RESTARTS      AGE
activator-5b8f844df6-bcbz7               2/2     Running   7 (12h ago)   12h
autoscaler-db588db95-lwx9v               2/2     Running   0             12h
controller-67cf9bbc8-nx29h               2/2     Running   0             12h
domain-mapping-5cdc99c95c-mstvm          2/2     Running   0             12h
domainmapping-webhook-7b6c4fccbd-69xpg   2/2     Running   0             12h
net-istio-controller-8468c9f8d5-dn92x    2/2     Running   0             12h
net-istio-webhook-6d55c8b86c-xnjlb       2/2     Running   0             12h
webhook-85c77fccfc-7ncdp                 2/2     Running   0             12h
root@ser-compute-07:/srv/k8s_yaml/kubeflow/manifests-1.7.0# kubectl get pods -n kubeflow
NAME                                                     READY   STATUS    RESTARTS      AGE
admission-webhook-deployment-657697f86-nd82z             1/1     Running   0             12h
cache-server-666dbc749-twpsz                             2/2     Running   0             12h
centraldashboard-554fbb8f9d-lqwb4                        2/2     Running   0             12h
jupyter-web-app-deployment-787c9ccf46-zjkf4              2/2     Running   0             12h
katib-controller-6df466949b-d9tfh                        1/1     Running   0             12h
katib-db-manager-6c7cdd865d-cs42k                        1/1     Running   0             12h
katib-mysql-6975d6c6c4-rxrq8                             1/1     Running   0             12h
katib-ui-cd5f5fbd6-hbk7h                                 2/2     Running   1 (25m ago)   24m
kserve-controller-manager-5fc9cbcdf8-vccnk               2/2     Running   0             12h
kserve-models-web-app-7d99fdb-jz6jr                      2/2     Running   0             12h
kubeflow-pipelines-profile-controller-558b7678d8-trqpt   1/1     Running   0             12h
metacontroller-0                                         1/1     Running   0             12h
metadata-envoy-deployment-5788595668-87z64               1/1     Running   0             12h
metadata-grpc-deployment-75fb876c4b-pmmpk                2/2     Running   1 (25m ago)   24m
metadata-writer-56b4c57949-7vzqk                         2/2     Running   0             12h
minio-88f9db94d-nzwcl                                    2/2     Running   0             12h
ml-pipeline-5f974c9879-6pgkk                             2/2     Running   7 (12h ago)   12h
ml-pipeline-persistenceagent-548958c9-nrk95              2/2     Running   0             12h
ml-pipeline-scheduledworkflow-8699d58b74-xwz9x           2/2     Running   0             12h
ml-pipeline-ui-84f68c8899-hmkl6                          2/2     Running   0             12h
ml-pipeline-viewer-crd-67f995fd8c-c94bn                  2/2     Running   1 (12h ago)   12h
ml-pipeline-visualizationserver-564586897b-dgwqc         2/2     Running   0             12h
mysql-77ff498954-bb74m                                   2/2     Running   0             12h
notebook-controller-deployment-7d6df9f67c-fv9q5          2/2     Running   1 (22m ago)   21m
profiles-deployment-c46c4fb9f-gk8pf                      3/3     Running   1 (12h ago)   12h
tensorboard-controller-deployment-649d96556f-hgmdn       3/3     Running   2 (12h ago)   12h
tensorboards-web-app-deployment-64b8b6b9cc-2rg9s         2/2     Running   0             12h
training-operator-64c4cfc8bb-hsqpx                       1/1     Running   0             12h
volumes-web-app-deployment-8b6b8f49d-2chwz               2/2     Running   0             12h
workflow-controller-6b6495dd65-whnss                     2/2     Running   2 (12h ago)   12h
root@ser-compute-07:/srv/k8s_yaml/kubeflow/manifests-1.7.0# kubectl get pods -n kubeflow-user-example-com
NAME                                               READY   STATUS    RESTARTS   AGE
ml-pipeline-ui-artifact-755fbf99d-4phbh            2/2     Running   0          18m
ml-pipeline-visualizationserver-75c845688d-5hxqn   2/2     Running   0          18m

访问kubeflow ui

Login with the default user's credential. The default email address is user@example.com and the default password is 12341234.

kubectl patch service istio-ingressgateway -n istio-system -p '{"spec":{"type":"NodePort"}}'

问题记录

1、创建Notebook失败

kubectl edit deployments.apps -n kubeflow jupyter-web-app-deployment 
......
        - name: APP_SECURE_COOKIES
          value: "false"