From 8fbbf73b787960667a2b0eff2797d9a16b588780 Mon Sep 17 00:00:00 2001 From: Jaeyeon Kim Date: Thu, 9 Dec 2021 15:27:38 +0900 Subject: [PATCH 1/8] draft for install-components --- .../en/docs/setup/install-components-kf.md | 479 ++++++++++++++++++ .../docs/setup/install-components-mlflow.md | 17 + .../en/docs/setup/install-components-pg.md | 83 +++ .../docs/setup/install-components-seldon.md | 131 +++++ content/en/docs/setup/install-components.md | 23 + 5 files changed, 733 insertions(+) create mode 100644 content/en/docs/setup/install-components-kf.md create mode 100644 content/en/docs/setup/install-components-mlflow.md create mode 100644 content/en/docs/setup/install-components-pg.md create mode 100644 content/en/docs/setup/install-components-seldon.md create mode 100644 content/en/docs/setup/install-components.md diff --git a/content/en/docs/setup/install-components-kf.md b/content/en/docs/setup/install-components-kf.md new file mode 100644 index 00000000..486faa50 --- /dev/null +++ b/content/en/docs/setup/install-components-kf.md @@ -0,0 +1,479 @@ +--- +title : "Install Components - Kubeflow" +description: "구성요소 설치 - Kubeflow" +date: 2020-12-03T08:48:23+00:00 +lastmod: 2020-12-03T08:48:23+00:00 +draft: false +weight: 221 +contributors: ["Jaeyeon Kim"] +menu: + docs: + parent: "setup" +images: [] +--- + +## Install Kubeflow + +### 설치 파일 준비 +- kubeflow v1.4.0 버전을 설치하기 위해서, 설치에 필요한 manifests 파일들을 준비합니다. +``` +# kubeflow/manifests repo clone +git clone git@github.com:kubeflow/manifests.git + +# kubeflow/manifests 폴더로 이동 +cd manifests + +# v1.4.0 태그로 checkout +git checkout tags/v1.4.0 +``` + +### 각 구성요소별 설치 +- kubeflow/manifests Repository 에 각 구성요소별 설치 커맨드가 적혀져있지만, 설치하며 발생할 수 있는 이슈 혹은 정상적으로 설치되었는지 확인할 수 있는 방법 등이 적혀져있지 않아 처음 설치하는 경우 어려움을 겪는 경우가 많습니다. +- 따라서, 각 구성요소별로 정상적으로 설치되었는지 확인하는 방법을 함께 작성합니다. +- 또한, 본 문서에서는 **모두의 MLOps** 에서 다루지 않는 구성요소인 Knative, KFServing, MPI Operator 의 설치는 리소스의 효율적 사용을 위해 따로 설치하지 않습니다. + +#### cert-manager + +cert-manager 를 배포합니다. +``` +kustomize build common/cert-manager/cert-manager/base | kubectl apply -f - +``` + +cert-manager namespace 의 3 개의 pod 가 모두 Running 이 될 때까지 기다립니다. +``` +kubectl get pod -n cert-manager -w +``` + +모두 Running 이 되면 다음과 비슷한 결과가 출력됩니다. +``` +NAME READY STATUS RESTARTS AGE +cert-manager-7dd5854bb4-7nmpd 1/1 Running 0 2m10s +cert-manager-cainjector-64c949654c-2scxr 1/1 Running 0 2m10s +cert-manager-webhook-6b57b9b886-7q6g2 1/1 Running 0 2m10s +``` + +kubeflow-issuer 를 배포합니다. + +``` +kustomize build common/cert-manager/kubeflow-issuer/base | kubectl apply -f - +``` +- cert-manager-webhook deployment 가 Running 이 아닌 경우, 다음과 비슷한 에러가 발생하며 kubeflow-issuer가 배포되지 않을 수 있음에 주의하기시 바랍니다. 해당 에러가 발생한 경우, cert-manager 의 3 개의 pod 가 모두 Running 이 되는 것을 확인한 이후 다시 명령어를 수행하시기 바랍니다. + +``` +Error from server: error when retrieving current configuration of: +Resource: "cert-manager.io/v1alpha2, Resource=clusterissuers", GroupVersionKind: "cert-manager.io/v1alpha2, Kind=ClusterIssuer" +Name: "kubeflow-self-signing-issuer", Namespace: "" +from server for: "STDIN": conversion webhook for cert-manager.io/v1, Kind=ClusterIssuer failed: Post "https://cert-manager-webhook.cert-manager.svc:443/convert?timeout=30s": dial tcp 10.101.177.157:443: connect: connection refused +``` + +#### Istio + +istio 의 crd 를 배포합니다. +``` +kustomize build common/istio-1-9/istio-crds/base | kubectl apply -f - +``` + +istio namespace 를 배포합니다. +``` +kustomize build common/istio-1-9/istio-namespace/base | kubectl apply -f - +``` + +istio 를 배포합니다. +``` +kustomize build common/istio-1-9/istio-install/base | kubectl apply -f - +``` + +istio-system namespace 의 2 개의 pod 가 모두 Running 이 될 때까지 기다립니다. +``` +kubectl get po -n istio-system -w +``` + +모두 Running 이 되면 다음과 비슷한 결과가 출력됩니다. +``` +NAME READY STATUS RESTARTS AGE +istio-ingressgateway-79b665c95-xm22l 1/1 Running 0 16s +istiod-86457659bb-5h58w 1/1 Running 0 16s +``` + +#### Dex +dex 를 배포합니다. +``` +kustomize build common/dex/overlays/istio | kubectl apply -f - +``` + +auth namespace 의 1 개의 pod 가 모두 Running 이 될 때까지 기다립니다. +``` +kubectl get po -n auth -w +``` + +모두 Running 이 되면 다음과 비슷한 결과가 출력됩니다. +``` +NAME READY STATUS RESTARTS AGE +dex-5ddf47d88d-458cs 1/1 Running 1 12s +``` + +#### OIDC AuthService + +OIDC AuthService 를 배포합니다. +``` +kustomize build common/oidc-authservice/base | kubectl apply -f - +``` + +istio-system namespace 에 authservice-0 pod 가 Running 이 될 때까지 기다립니다. +``` +kubectl get po -n istio-system -w +``` + +모두 Running 이 되면 다음과 비슷한 결과가 출력됩니다. +``` +NAME READY STATUS RESTARTS AGE +authservice-0 1/1 Running 0 14s +istio-ingressgateway-79b665c95-xm22l 1/1 Running 0 2m37s +istiod-86457659bb-5h58w 1/1 Running 0 2m37s +``` + +#### Kubeflow Namespace + +kubeflow namespace 를 생성합니다. +``` +kustomize build common/kubeflow-namespace/base | kubectl apply -f - +``` + +kubeflow namespace 를 조회합니다. +``` +kubectl get ns kubeflow +``` + +정상적으로 생성되면 다음과 비슷한 결과가 출력됩니다. +``` +NAME STATUS AGE +kubeflow Active 8s +``` + +#### Kubeflow Roles +kubeflow-roles 를 배포합니다. +``` +kustomize build common/kubeflow-roles/base | kubectl apply -f - +``` + +방금 생성한 kubeflow roles 를 조회합니다. +``` +kubectl get clusterrole | grep kubeflow +``` + +다음과 같이 총 6 개의 clusterrole 이 출력됩니다. +``` +kubeflow-admin 2021-12-03T08:51:36Z +kubeflow-edit 2021-12-03T08:51:36Z +kubeflow-kubernetes-admin 2021-12-03T08:51:36Z +kubeflow-kubernetes-edit 2021-12-03T08:51:36Z +kubeflow-kubernetes-view 2021-12-03T08:51:36Z +kubeflow-view 2021-12-03T08:51:36Z +``` + +#### Kubeflow Istio Resources + +kubeflow-istio-resources 를 배포합니다. +``` +kustomize build common/istio-1-9/kubeflow-istio-resources/base | kubectl apply -f - +``` + +방금 생성한 kubeflow roles 를 조회합니다. +``` +kubectl get clusterrole | grep kubeflow-istio +``` + +다음과 같이 총 3 개의 clusterrole 이 출력됩니다. +``` +kubeflow-istio-admin 2021-12-03T08:53:17Z +kubeflow-istio-edit 2021-12-03T08:53:17Z +kubeflow-istio-view 2021-12-03T08:53:17Z +``` + +kubeflow namespace 에 gateway 가 정상적으로 설치되었는지 확인합니다. +``` +kubectl get gateway -n kubeflow +``` + +정상적으로 생성되면 다음과 비슷한 결과가 출력됩니다. +``` +NAME AGE +kubeflow-gateway 31s +``` + +#### Kubeflow Pipelines +kubeflow pipelines 를 배포합니다. +``` +kustomize build apps/pipeline/upstream/env/platform-agnostic-multi-user | kubectl apply -f - +``` + +위 명령어는 여러 resources 를 한 번에 설치하고 있지만, 설치 순서의 의존성이 있는 리소스가 존재합니다. +따라서 경우에 따라 다음과 비슷한 에러가 발생할 수 있습니다. +``` +"error: unable to recognize "STDIN": no matches for kind "CompositeController" in version "metacontroller.k8s.io/v1alpha1"" +``` + +위와 비슷한 에러가 발생한다면, 10 초 정도 기다린 뒤 다시 위의 명령을 수행합니다. +``` +kustomize build apps/pipeline/upstream/env/platform-agnostic-multi-user | kubectl apply -f - +``` + +정상적으로 설치되었는지 확인합니다. +``` +kubectl get po -n kubeflow +``` + +다음과 같이 총 16 개의 pod 가 모두 Running 이 될 때까지 기다립니다. +``` +NAME READY STATUS RESTARTS AGE +cache-deployer-deployment-79fdf9c5c9-bjnbg 2/2 Running 1 5m3s +cache-server-5bdf4f4457-48gbp 2/2 Running 0 5m3s +kubeflow-pipelines-profile-controller-7b947f4748-8d26b 1/1 Running 0 5m3s +metacontroller-0 1/1 Running 0 5m3s +metadata-envoy-deployment-5b4856dd5-xtlkd 1/1 Running 0 5m3s +metadata-grpc-deployment-6b5685488-kwvv7 2/2 Running 3 5m3s +metadata-writer-548bd879bb-zjkcn 2/2 Running 1 5m3s +minio-5b65df66c9-k5gzg 2/2 Running 0 5m3s +ml-pipeline-8c4b99589-85jw6 2/2 Running 1 5m3s +ml-pipeline-persistenceagent-d6bdc77bd-ssxrv 2/2 Running 0 5m3s +ml-pipeline-scheduledworkflow-5db54d75c5-zk2cw 2/2 Running 0 5m2s +ml-pipeline-ui-5bd8d6dc84-j7wqr 2/2 Running 0 5m2s +ml-pipeline-viewer-crd-68fb5f4d58-mbcbg 2/2 Running 1 5m2s +ml-pipeline-visualizationserver-8476b5c645-wljfm 2/2 Running 0 5m2s +mysql-f7b9b7dd4-xfnw4 2/2 Running 0 5m2s +workflow-controller-5cbbb49bd8-5zrwx 2/2 Running 1 5m2s +``` + +추가적으로 ml-pipeline UI 가 정상적으로 접속되는지 확인합니다. +``` +kubectl port-forward svc/ml-pipeline-ui -n kubeflow 8888:80 +``` + +웹 브라우저를 열어 `http://localhost:8888/pipelines/` 경로에 접속합니다. + +다음과 같은 화면이 출력되는 것을 확인합니다. + + + +#### Katib +Katib 를 배포합니다. +``` +kustomize build apps/katib/upstream/installs/katib-with-kubeflow | kubectl apply -f - +``` + +정상적으로 설치되었는지 확인합니다. +``` +kubectl get po -n kubeflow | grep katib +``` + +다음과 같이 총 4 개의 pod 가 Running 이 될 때까지 기다립니다. +``` +katib-controller-68c47fbf8b-b985z 1/1 Running 0 82s +katib-db-manager-6c948b6b76-2d9gr 1/1 Running 0 82s +katib-mysql-7894994f88-scs62 1/1 Running 0 82s +katib-ui-64bb96d5bf-d89kp 1/1 Running 0 82s +``` + +추가적으로 katib UI 가 정상적으로 접속되는지 확인합니다. +``` +kubectl port-forward svc/katib-ui -n kubeflow 8081:80 +``` + +웹 브라우저를 열어 `http://localhost:8081/katib/` 경로에 접속합니다. + +다음과 같은 화면이 출력되는 것을 확인합니다. + + + +#### Central Dashboard +Dashboard 를 배포합니다. +``` +kustomize build apps/centraldashboard/upstream/overlays/istio | kubectl apply -f - +``` + +정상적으로 설치되었는지 확인합니다. +``` +kubectl get po -n kubeflow | grep centraldashboard +``` + +kubeflow namespace 에 centraldashboard 관련 1 개의 pod 가 Running 이 될 때까지 기다립니다. +``` +centraldashboard-8fc7d8cc-xl7ts 1/1 Running 0 52s +``` + +추가적으로 Central Dashboard UI 가 정상적으로 접속되는지 확인합니다. +``` +kubectl port-forward svc/centraldashboard -n kubeflow 8082:80 +``` + +웹 브라우저를 열어 `http://localhost:8082/` 경로에 접속합니다. + +다음과 같은 화면이 출력되는 것을 확인합니다. + + +#### Admission Webhook +``` +kustomize build apps/admission-webhook/upstream/overlays/cert-manager | kubectl apply -f - +``` + +정상적으로 설치되었는지 확인합니다. +``` +kubectl get po -n kubeflow | grep admission-webhook +``` + +1 개의 pod 가 Running 이 될 때까지 기다립니다. +``` +admission-webhook-deployment-667bd68d94-2hhrx 1/1 Running 0 11s +``` + +#### Notebooks & Jupyter Web App + +Notebook controller 를 배포합니다. +``` +kustomize build apps/jupyter/notebook-controller/upstream/overlays/kubeflow | kubectl apply -f - +``` + +정상적으로 설치되었는지 확인합니다. +``` +kubectl get po -n kubeflow | grep notebook-controller +``` + +1 개의 pod 가 Running 이 될 때까지 기다립니다. +``` +notebook-controller-deployment-75b4f7b578-w4d4l 1/1 Running 0 105s +``` + +Jupyter Web App 을 배포합니다. +``` +kustomize build apps/jupyter/jupyter-web-app/upstream/overlays/istio | kubectl apply -f - +``` + +정상적으로 설치되었는지 확인합니다. +``` +kubectl get po -n kubeflow | grep jupyter-web-app +``` + +1 개의 pod 가 Running 이 될 때까지 기다립니다. +``` +jupyter-web-app-deployment-6f744fbc54-p27ts 1/1 Running 0 2m +``` + +#### Profiles + KFAM + +Profile Controller 를 배포합니다. +``` +kustomize build apps/profiles/upstream/overlays/kubeflow | kubectl apply -f - +``` + +정상적으로 설치되었는지 확인합니다. +``` +kubectl get po -n kubeflow | grep profiles-deployment +``` + +1 개의 pod 가 Running 이 될 때까지 기다립니다. +``` +profiles-deployment-89f7d88b-qsnrd 2/2 Running 0 42s +``` + +#### Volumes Web App + +Volumes Web App 을 배포합니다. +``` +kustomize build apps/volumes-web-app/upstream/overlays/istio | kubectl apply -f - +``` + +정상적으로 설치되었는지 확인합니다. +``` +kubectl get po -n kubeflow | grep volumes-web-app +``` + +1 개의 pod 가 Running 이 될 때까지 기다립니다. +``` +volumes-web-app-deployment-8589d664cc-62svl 1/1 Running 0 27s +``` + +#### Tensorboard & Tensorboard Web App + +Tensorboard Web App 를 배포합니다. +``` +kustomize build apps/tensorboard/tensorboards-web-app/upstream/overlays/istio | kubectl apply -f - +``` + +정상적으로 설치되었는지 확인합니다. + +``` +kubectl get po -n kubeflow | grep tensorboards-web-app +``` + +1 개의 pod 가 Running 이 될 때까지 기다립니다. +``` +tensorboards-web-app-deployment-6ff79b7f44-qbzmw 1/1 Running 0 22s +``` + +Tensorboard Controller 를 배포합니다. +``` +kustomize build apps/tensorboard/tensorboard-controller/upstream/overlays/kubeflow | kubectl apply -f - +``` + +정상적으로 설치되었는지 확인합니다. + +``` +kubectl get po -n kubeflow | grep tensorboard-controller +``` + +1 개의 pod 가 Running 이 될 때까지 기다립니다. +``` +tensorboard-controller-controller-manager-954b7c544-vjpzj 3/3 Running 1 73s +``` + +#### Training Operator + +Training Operator 를 배포합니다. +``` +kustomize build apps/training-operator/upstream/overlays/kubeflow | kubectl apply -f - +``` + +정상적으로 설치되었는지 확인합니다. + +``` +kubectl get po -n kubeflow | grep training-operator +``` + +1 개의 pod 가 Running 이 될 때까지 기다립니다. +``` +training-operator-7d98f9dd88-6887f 1/1 Running 0 28s +``` + +#### User Namespace + +Kubeflow 사용을 위해, 사용할 User 의 Kubeflow Profile 을 생성합니다. +``` +kustomize build common/user-namespace/base | kubectl apply -f - +``` + +kubeflow-user-example-com profile 이 생성된 것을 확인합니다. +``` +kubectl get profile +``` + +``` +kubeflow-user-example-com 37s +``` + +### 정상 설치 확인 + +kubeflow server 에 web browser 로 접속하기 위해 port-forward합니다. +``` +kubectl port-forward svc/istio-ingressgateway -n istio-system 8080:80 +``` + +Web Browser 를 열어 http://localhost:8080 으로 접속하면, 다음과 같은 화면이 출력되는 것을 확인합니다. + + +
+
+ +다음 접속 정보를 입력하여 접속합니다. +- email : `user@example.com` +- password: `12341234` + diff --git a/content/en/docs/setup/install-components-mlflow.md b/content/en/docs/setup/install-components-mlflow.md new file mode 100644 index 00000000..1b2b81c3 --- /dev/null +++ b/content/en/docs/setup/install-components-mlflow.md @@ -0,0 +1,17 @@ +--- +title : "Install Components - MLFlow" +description: "구성요소 설치 - MLFlow" +date: 2020-12-03T08:48:23+00:00 +lastmod: 2020-12-03T08:48:23+00:00 +draft: false +weight: 223 +contributors: ["Jaeyeon Kim"] +menu: + docs: + parent: "setup" +images: [] +--- + +## Install MLFlow + +--- diff --git a/content/en/docs/setup/install-components-pg.md b/content/en/docs/setup/install-components-pg.md new file mode 100644 index 00000000..a40d6ecd --- /dev/null +++ b/content/en/docs/setup/install-components-pg.md @@ -0,0 +1,83 @@ +--- +title : "Install Components - Prometheus & Grafana" +description: "구성요소 설치 - Prometheus & Grafana" +date: 2020-12-03T08:48:23+00:00 +lastmod: 2020-12-03T08:48:23+00:00 +draft: false +weight: 223 +contributors: ["Jaeyeon Kim"] +menu: + docs: + parent: "setup" +images: [] +--- + +## Install Prometheus & Grafana + +### Prometheus & Grafana +Prometheus 와 Grafana 는 모니터링용 모듈이며, ~~입니다. +자세한 내용은 ~~에서 확인해주시기 바랍니다. + +본 글에서는 kube-prometheus-stack Helm Chart 21.0.0 버전을 활용해 설치를 진행하겠습니다. + +#### helm repo 추가 +``` +helm repo add prometheus-community https://prometheus-community.github.io/helm-charts +``` + +다음과 같은 메시지가 출력되면 정상적으로 추가된 것을 의미합니다. +``` +"prometheus-community" has been added to your repositories +``` + +#### helm repo 업데이트 +``` +helm repo update +``` + +다음과 같은 메시지가 출력되면 정상적으로 업데이트된 것을 의미합니다. +``` +Hang tight while we grab the latest from your chart repositories... +...Successfully got an update from the "prometheus-community" chart repository +...Successfully got an update from the "datawire" chart repository +Update Complete. ⎈Happy Helming!⎈ +``` + +#### helm install +``` +helm install prom-stack prometheus-community/kube-prometheus-stack \ + --namespace monitoring-system \ + --create-namespace + --version 21.0.0 +``` + +다음과 같은 메시지가 출력되어야 합니다. +``` +생략... +W1206 17:17:04.153330 30670 warnings.go:70] policy/v1beta1 PodSecurityPolicy is deprecated in v1.21+, unavailable in v1.25+ +NAME: prom-stack +LAST DEPLOYED: Mon Dec 6 17:16:45 2021 +NAMESPACE: monitoring-system +STATUS: deployed +REVISION: 1 +NOTES: +kube-prometheus-stack has been installed. Check its status by running: + kubectl --namespace monitoring-system get pods -l "release=prom-stack" + +Visit https://github.com/prometheus-operator/kube-prometheus for instructions on how to create & configure Alertmanager and Prometheus instances using the Operator. +``` + +monitoring-system namespace 에 6 개의 prom-stack 관련 pod 가 Running 이 될 때까지 기다립니다. +``` +kubectl get pod -n monitoring-system | grep prom-stack +``` + +``` +alertmanager-prom-stack-kube-prometheus-alertmanager-0 2/2 Running 0 62s +prom-stack-grafana-c8bb58f98-hfrz2 2/2 Running 0 84s +prom-stack-kube-prometheus-operator-68f7d9cd9f-gkbb7 1/1 Running 0 84s +prom-stack-kube-state-metrics-596d7cdf8c-pndsk 1/1 Running 0 84s +prom-stack-prometheus-node-exporter-zkwq9 1/1 Running 0 84s +prometheus-prom-stack-kube-prometheus-prometheus-0 2/2 Running 0 61s +``` + diff --git a/content/en/docs/setup/install-components-seldon.md b/content/en/docs/setup/install-components-seldon.md new file mode 100644 index 00000000..3b507a92 --- /dev/null +++ b/content/en/docs/setup/install-components-seldon.md @@ -0,0 +1,131 @@ +--- +title : "Install Components - Seldon-Core" +description: "구성요소 설치 - Seldon-Core" +date: 2020-12-03T08:48:23+00:00 +lastmod: 2020-12-03T08:48:23+00:00 +draft: false +weight: 222 +contributors: ["Jaeyeon Kim"] +menu: + docs: + parent: "setup" +images: [] +--- + +## Install Seldon-Core + +### Ambassador +ambassador 는 ~~입니다. seldon-core 는 ambassador 와 함께 사용할 예정입니다. + +#### helm repo 추가 +``` +helm repo add datawire https://www.getambassador.io +``` + +다음과 같은 메시지가 출력되면 정상적으로 추가된 것을 의미합니다. +``` +"datawire" has been added to your repositories +``` + +#### helm repo 업데이트 +``` +helm repo update +``` + +다음과 같은 메시지가 출력되면 정상적으로 업데이트된 것을 의미합니다. +``` +Hang tight while we grab the latest from your chart repositories... +...Successfully got an update from the "datawire" chart repository +Update Complete. ⎈Happy Helming!⎈ +``` + +#### helm install +``` +helm install ambassador datawire/ambassador \ + --namespace seldon-system \ + --create-namespace \ + --set image.repository=quay.io/datawire/ambassador \ + --set enableAES=false \ + --set crds.keep=false \ + --version 6.9.3 +``` + +다음과 같은 메시지가 출력되어야 합니다. +``` +생략... + +W1206 17:01:36.026326 26635 warnings.go:70] rbac.authorization.k8s.io/v1beta1 Role is deprecated in v1.17+, unavailable in v1.22+; use rbac.authorization.k8s.io/v1 Role +W1206 17:01:36.029764 26635 warnings.go:70] rbac.authorization.k8s.io/v1beta1 RoleBinding is deprecated in v1.17+, unavailable in v1.22+; use rbac.authorization.k8s.io/v1 RoleBinding +NAME: ambassador +LAST DEPLOYED: Mon Dec 6 17:01:34 2021 +NAMESPACE: seldon-system +STATUS: deployed +REVISION: 1 +NOTES: +------------------------------------------------------------------------------- + Congratulations! You've successfully installed Ambassador! + +------------------------------------------------------------------------------- +To get the IP address of Ambassador, run the following commands: +NOTE: It may take a few minutes for the LoadBalancer IP to be available. + You can watch the status of by running 'kubectl get svc -w --namespace seldon-system ambassador' + + On GKE/Azure: + export SERVICE_IP=$(kubectl get svc --namespace seldon-system ambassador -o jsonpath='{.status.loadBalancer.ingress[0].ip}') + + On AWS: + export SERVICE_IP=$(kubectl get svc --namespace seldon-system ambassador -o jsonpath='{.status.loadBalancer.ingress[0].hostname}') + + echo http://$SERVICE_IP: + +For help, visit our Slack at http://a8r.io/Slack or view the documentation online at https://www.getambassador.io. +``` + +seldon-system 에 4 개의 pod 가 Running 이 될 때까지 기다립니다. +``` +kubectl get pod -n seldon-system +``` + +``` +ambassador-7f596c8b57-4s9xh 1/1 Running 0 7m15s +ambassador-7f596c8b57-dt6lr 1/1 Running 0 7m15s +ambassador-7f596c8b57-h5l6f 1/1 Running 0 7m15s +ambassador-agent-77bccdfcd5-d5jxj 1/1 Running 0 7m15s +``` + +### Seldon-Core + +#### Helm Install + +``` +helm install seldon-core seldon-core-operator \ + --repo https://storage.googleapis.com/seldon-charts \ + --namespace seldon-system \ + --set usageMetrics.enabled=true \ + --set ambassador.enabled=true \ + --version 1.11.2 +``` + +다음과 같은 메시지가 출력되어야 합니다. +``` +생략... + +W1206 17:05:38.336391 28181 warnings.go:70] admissionregistration.k8s.io/v1beta1 ValidatingWebhookConfiguration is deprecated in v1.16+, unavailable in v1.22+; use admissionregistration.k8s.io/v1 ValidatingWebhookConfiguration +NAME: seldon-core +LAST DEPLOYED: Mon Dec 6 17:05:34 2021 +NAMESPACE: seldon-system +STATUS: deployed +REVISION: 1 +TEST SUITE: None +``` + + +seldon-system namespace 에 1 개의 seldon-controller-manager pod 가 Running 이 될 때까지 기다립니다. +``` +kubectl get pod -n seldon-system | grep seldon-controller +``` + +``` +seldon-controller-manager-8457b8b5c7-r2frm 1/1 Running 0 2m22s +``` + diff --git a/content/en/docs/setup/install-components.md b/content/en/docs/setup/install-components.md new file mode 100644 index 00000000..98fe44d9 --- /dev/null +++ b/content/en/docs/setup/install-components.md @@ -0,0 +1,23 @@ +--- +title : "Install Components" +description: "구성요소 설치" +date: 2020-12-03T08:48:23+00:00 +lastmod: 2020-12-03T08:48:23+00:00 +draft: false +weight: 220 +contributors: ["Jaeyeon Kim"] +menu: + docs: + parent: "setup" +images: [] +--- + +이번에는 쿠버네티스 클러스터에 **모두의 MLOps**에서 다루는 구성요소들을 하나씩 설치해보겠습니다. + +## 목차 + +목차는 다음과 같습니다. +- kubeflow +- mlflow & postgresql +- seldon-core & ambassador +- prometheus & grafana From 1295c62ce0e4481dd5dfc59fa4dc25373a59ea58 Mon Sep 17 00:00:00 2001 From: Jaeyeon Kim Date: Fri, 10 Dec 2021 13:53:22 +0900 Subject: [PATCH 2/8] lint kf install --- .../en/docs/setup/install-components-kf.md | 255 +++++++++++------- static/images/docs/setup/after-login.png | Bin 0 -> 376209 bytes 2 files changed, 164 insertions(+), 91 deletions(-) create mode 100644 static/images/docs/setup/after-login.png diff --git a/content/en/docs/setup/install-components-kf.md b/content/en/docs/setup/install-components-kf.md index 486faa50..51a1cb2a 100644 --- a/content/en/docs/setup/install-components-kf.md +++ b/content/en/docs/setup/install-components-kf.md @@ -12,11 +12,11 @@ menu: images: [] --- -## Install Kubeflow +## 설치 파일 준비 -### 설치 파일 준비 - kubeflow v1.4.0 버전을 설치하기 위해서, 설치에 필요한 manifests 파일들을 준비합니다. -``` + +```sh # kubeflow/manifests repo clone git clone git@github.com:kubeflow/manifests.git @@ -27,25 +27,29 @@ cd manifests git checkout tags/v1.4.0 ``` -### 각 구성요소별 설치 +## 각 구성요소별 설치 + - kubeflow/manifests Repository 에 각 구성요소별 설치 커맨드가 적혀져있지만, 설치하며 발생할 수 있는 이슈 혹은 정상적으로 설치되었는지 확인할 수 있는 방법 등이 적혀져있지 않아 처음 설치하는 경우 어려움을 겪는 경우가 많습니다. - 따라서, 각 구성요소별로 정상적으로 설치되었는지 확인하는 방법을 함께 작성합니다. - 또한, 본 문서에서는 **모두의 MLOps** 에서 다루지 않는 구성요소인 Knative, KFServing, MPI Operator 의 설치는 리소스의 효율적 사용을 위해 따로 설치하지 않습니다. -#### cert-manager +### cert-manager cert-manager 를 배포합니다. -``` + +```sh kustomize build common/cert-manager/cert-manager/base | kubectl apply -f - ``` cert-manager namespace 의 3 개의 pod 가 모두 Running 이 될 때까지 기다립니다. -``` -kubectl get pod -n cert-manager -w + +```sh +kubectl get pod -n cert-manager ``` 모두 Running 이 되면 다음과 비슷한 결과가 출력됩니다. -``` + +```text NAME READY STATUS RESTARTS AGE cert-manager-7dd5854bb4-7nmpd 1/1 Running 0 2m10s cert-manager-cainjector-64c949654c-2scxr 1/1 Running 0 2m10s @@ -54,115 +58,135 @@ cert-manager-webhook-6b57b9b886-7q6g2 1/1 Running 0 2m10s kubeflow-issuer 를 배포합니다. -``` +```sh kustomize build common/cert-manager/kubeflow-issuer/base | kubectl apply -f - ``` + - cert-manager-webhook deployment 가 Running 이 아닌 경우, 다음과 비슷한 에러가 발생하며 kubeflow-issuer가 배포되지 않을 수 있음에 주의하기시 바랍니다. 해당 에러가 발생한 경우, cert-manager 의 3 개의 pod 가 모두 Running 이 되는 것을 확인한 이후 다시 명령어를 수행하시기 바랍니다. -``` +```text Error from server: error when retrieving current configuration of: Resource: "cert-manager.io/v1alpha2, Resource=clusterissuers", GroupVersionKind: "cert-manager.io/v1alpha2, Kind=ClusterIssuer" Name: "kubeflow-self-signing-issuer", Namespace: "" from server for: "STDIN": conversion webhook for cert-manager.io/v1, Kind=ClusterIssuer failed: Post "https://cert-manager-webhook.cert-manager.svc:443/convert?timeout=30s": dial tcp 10.101.177.157:443: connect: connection refused ``` -#### Istio +### Istio -istio 의 crd 를 배포합니다. -``` +istio 관련 Custom Resource Definition(CRD) 를 배포합니다. + +```sh kustomize build common/istio-1-9/istio-crds/base | kubectl apply -f - ``` istio namespace 를 배포합니다. -``` + +```sh kustomize build common/istio-1-9/istio-namespace/base | kubectl apply -f - ``` istio 를 배포합니다. -``` + +```sh kustomize build common/istio-1-9/istio-install/base | kubectl apply -f - ``` istio-system namespace 의 2 개의 pod 가 모두 Running 이 될 때까지 기다립니다. -``` -kubectl get po -n istio-system -w + +```sh +kubectl get po -n istio-system ``` 모두 Running 이 되면 다음과 비슷한 결과가 출력됩니다. -``` + +```text NAME READY STATUS RESTARTS AGE istio-ingressgateway-79b665c95-xm22l 1/1 Running 0 16s istiod-86457659bb-5h58w 1/1 Running 0 16s ``` -#### Dex +### Dex + dex 를 배포합니다. -``` + +```sh kustomize build common/dex/overlays/istio | kubectl apply -f - ``` auth namespace 의 1 개의 pod 가 모두 Running 이 될 때까지 기다립니다. -``` -kubectl get po -n auth -w + +```sh +kubectl get po -n auth ``` 모두 Running 이 되면 다음과 비슷한 결과가 출력됩니다. -``` + +```text NAME READY STATUS RESTARTS AGE dex-5ddf47d88d-458cs 1/1 Running 1 12s ``` -#### OIDC AuthService +### OIDC AuthService OIDC AuthService 를 배포합니다. -``` + +```sh kustomize build common/oidc-authservice/base | kubectl apply -f - ``` istio-system namespace 에 authservice-0 pod 가 Running 이 될 때까지 기다립니다. -``` + +```sh kubectl get po -n istio-system -w ``` 모두 Running 이 되면 다음과 비슷한 결과가 출력됩니다. -``` + +```text NAME READY STATUS RESTARTS AGE authservice-0 1/1 Running 0 14s istio-ingressgateway-79b665c95-xm22l 1/1 Running 0 2m37s istiod-86457659bb-5h58w 1/1 Running 0 2m37s ``` -#### Kubeflow Namespace +### Kubeflow Namespace kubeflow namespace 를 생성합니다. -``` + +```sh kustomize build common/kubeflow-namespace/base | kubectl apply -f - ``` kubeflow namespace 를 조회합니다. -``` + +```sh kubectl get ns kubeflow ``` 정상적으로 생성되면 다음과 비슷한 결과가 출력됩니다. -``` + +```text NAME STATUS AGE kubeflow Active 8s ``` -#### Kubeflow Roles +### Kubeflow Roles + kubeflow-roles 를 배포합니다. -``` + +```sh kustomize build common/kubeflow-roles/base | kubectl apply -f - ``` 방금 생성한 kubeflow roles 를 조회합니다. -``` + +```sh kubectl get clusterrole | grep kubeflow ``` 다음과 같이 총 6 개의 clusterrole 이 출력됩니다. -``` + +```text kubeflow-admin 2021-12-03T08:51:36Z kubeflow-edit 2021-12-03T08:51:36Z kubeflow-kubernetes-admin 2021-12-03T08:51:36Z @@ -171,60 +195,71 @@ kubeflow-kubernetes-view 2021-12-0 kubeflow-view 2021-12-03T08:51:36Z ``` -#### Kubeflow Istio Resources +### Kubeflow Istio Resources kubeflow-istio-resources 를 배포합니다. -``` + +```sh kustomize build common/istio-1-9/kubeflow-istio-resources/base | kubectl apply -f - ``` 방금 생성한 kubeflow roles 를 조회합니다. -``` + +```sh kubectl get clusterrole | grep kubeflow-istio ``` 다음과 같이 총 3 개의 clusterrole 이 출력됩니다. -``` + +```text kubeflow-istio-admin 2021-12-03T08:53:17Z kubeflow-istio-edit 2021-12-03T08:53:17Z kubeflow-istio-view 2021-12-03T08:53:17Z ``` kubeflow namespace 에 gateway 가 정상적으로 설치되었는지 확인합니다. -``` + +```sh kubectl get gateway -n kubeflow ``` 정상적으로 생성되면 다음과 비슷한 결과가 출력됩니다. -``` + +```text NAME AGE kubeflow-gateway 31s ``` -#### Kubeflow Pipelines +### Kubeflow Pipelines + kubeflow pipelines 를 배포합니다. -``` + +```sh kustomize build apps/pipeline/upstream/env/platform-agnostic-multi-user | kubectl apply -f - ``` 위 명령어는 여러 resources 를 한 번에 설치하고 있지만, 설치 순서의 의존성이 있는 리소스가 존재합니다. 따라서 경우에 따라 다음과 비슷한 에러가 발생할 수 있습니다. -``` + +```text "error: unable to recognize "STDIN": no matches for kind "CompositeController" in version "metacontroller.k8s.io/v1alpha1"" ``` 위와 비슷한 에러가 발생한다면, 10 초 정도 기다린 뒤 다시 위의 명령을 수행합니다. -``` + +```sh kustomize build apps/pipeline/upstream/env/platform-agnostic-multi-user | kubectl apply -f - ``` 정상적으로 설치되었는지 확인합니다. -``` + +```text kubectl get po -n kubeflow ``` 다음과 같이 총 16 개의 pod 가 모두 Running 이 될 때까지 기다립니다. -``` + +```text NAME READY STATUS RESTARTS AGE cache-deployer-deployment-79fdf9c5c9-bjnbg 2/2 Running 1 5m3s cache-server-5bdf4f4457-48gbp 2/2 Running 0 5m3s @@ -245,7 +280,8 @@ workflow-controller-5cbbb49bd8-5zrwx 2/2 Running 1 ``` 추가적으로 ml-pipeline UI 가 정상적으로 접속되는지 확인합니다. -``` + +```sh kubectl port-forward svc/ml-pipeline-ui -n kubeflow 8888:80 ``` @@ -255,19 +291,23 @@ kubectl port-forward svc/ml-pipeline-ui -n kubeflow 8888:80 -#### Katib +### Katib + Katib 를 배포합니다. -``` + +```sh kustomize build apps/katib/upstream/installs/katib-with-kubeflow | kubectl apply -f - ``` 정상적으로 설치되었는지 확인합니다. -``` + +```sh kubectl get po -n kubeflow | grep katib ``` 다음과 같이 총 4 개의 pod 가 Running 이 될 때까지 기다립니다. -``` + +```text katib-controller-68c47fbf8b-b985z 1/1 Running 0 82s katib-db-manager-6c948b6b76-2d9gr 1/1 Running 0 82s katib-mysql-7894994f88-scs62 1/1 Running 0 82s @@ -275,205 +315,238 @@ katib-ui-64bb96d5bf-d89kp 1/1 Running 0 ``` 추가적으로 katib UI 가 정상적으로 접속되는지 확인합니다. -``` + +```sh kubectl port-forward svc/katib-ui -n kubeflow 8081:80 ``` 웹 브라우저를 열어 `http://localhost:8081/katib/` 경로에 접속합니다. 다음과 같은 화면이 출력되는 것을 확인합니다. - + #### Central Dashboard + Dashboard 를 배포합니다. -``` + +```sh kustomize build apps/centraldashboard/upstream/overlays/istio | kubectl apply -f - ``` 정상적으로 설치되었는지 확인합니다. -``` + +```sh kubectl get po -n kubeflow | grep centraldashboard ``` kubeflow namespace 에 centraldashboard 관련 1 개의 pod 가 Running 이 될 때까지 기다립니다. -``` + +```text centraldashboard-8fc7d8cc-xl7ts 1/1 Running 0 52s ``` 추가적으로 Central Dashboard UI 가 정상적으로 접속되는지 확인합니다. -``` + +```sh kubectl port-forward svc/centraldashboard -n kubeflow 8082:80 ``` 웹 브라우저를 열어 `http://localhost:8082/` 경로에 접속합니다. 다음과 같은 화면이 출력되는 것을 확인합니다. + #### Admission Webhook -``` + +```sh kustomize build apps/admission-webhook/upstream/overlays/cert-manager | kubectl apply -f - ``` 정상적으로 설치되었는지 확인합니다. -``` + +```sh kubectl get po -n kubeflow | grep admission-webhook ``` 1 개의 pod 가 Running 이 될 때까지 기다립니다. -``` + +```text admission-webhook-deployment-667bd68d94-2hhrx 1/1 Running 0 11s ``` #### Notebooks & Jupyter Web App Notebook controller 를 배포합니다. -``` + +```sh kustomize build apps/jupyter/notebook-controller/upstream/overlays/kubeflow | kubectl apply -f - ``` 정상적으로 설치되었는지 확인합니다. -``` + +```sh kubectl get po -n kubeflow | grep notebook-controller ``` 1 개의 pod 가 Running 이 될 때까지 기다립니다. -``` + +```text notebook-controller-deployment-75b4f7b578-w4d4l 1/1 Running 0 105s ``` Jupyter Web App 을 배포합니다. -``` + +```sh kustomize build apps/jupyter/jupyter-web-app/upstream/overlays/istio | kubectl apply -f - ``` 정상적으로 설치되었는지 확인합니다. -``` + +```sh kubectl get po -n kubeflow | grep jupyter-web-app ``` 1 개의 pod 가 Running 이 될 때까지 기다립니다. -``` + +```text jupyter-web-app-deployment-6f744fbc54-p27ts 1/1 Running 0 2m ``` #### Profiles + KFAM Profile Controller 를 배포합니다. -``` + +```sh kustomize build apps/profiles/upstream/overlays/kubeflow | kubectl apply -f - ``` 정상적으로 설치되었는지 확인합니다. -``` + +```sh kubectl get po -n kubeflow | grep profiles-deployment ``` 1 개의 pod 가 Running 이 될 때까지 기다립니다. -``` + +```text profiles-deployment-89f7d88b-qsnrd 2/2 Running 0 42s ``` #### Volumes Web App Volumes Web App 을 배포합니다. -``` + +```sh kustomize build apps/volumes-web-app/upstream/overlays/istio | kubectl apply -f - ``` 정상적으로 설치되었는지 확인합니다. -``` + +```sh kubectl get po -n kubeflow | grep volumes-web-app ``` 1 개의 pod 가 Running 이 될 때까지 기다립니다. -``` + +```text volumes-web-app-deployment-8589d664cc-62svl 1/1 Running 0 27s ``` #### Tensorboard & Tensorboard Web App Tensorboard Web App 를 배포합니다. -``` + +```sh kustomize build apps/tensorboard/tensorboards-web-app/upstream/overlays/istio | kubectl apply -f - ``` 정상적으로 설치되었는지 확인합니다. -``` +```sh kubectl get po -n kubeflow | grep tensorboards-web-app ``` 1 개의 pod 가 Running 이 될 때까지 기다립니다. -``` + +```text tensorboards-web-app-deployment-6ff79b7f44-qbzmw 1/1 Running 0 22s ``` Tensorboard Controller 를 배포합니다. -``` + +```sh kustomize build apps/tensorboard/tensorboard-controller/upstream/overlays/kubeflow | kubectl apply -f - ``` 정상적으로 설치되었는지 확인합니다. -``` +```sh kubectl get po -n kubeflow | grep tensorboard-controller ``` 1 개의 pod 가 Running 이 될 때까지 기다립니다. -``` + +```text tensorboard-controller-controller-manager-954b7c544-vjpzj 3/3 Running 1 73s ``` #### Training Operator Training Operator 를 배포합니다. -``` + +```sh kustomize build apps/training-operator/upstream/overlays/kubeflow | kubectl apply -f - ``` 정상적으로 설치되었는지 확인합니다. -``` +```sh kubectl get po -n kubeflow | grep training-operator ``` 1 개의 pod 가 Running 이 될 때까지 기다립니다. -``` + +```text training-operator-7d98f9dd88-6887f 1/1 Running 0 28s ``` #### User Namespace Kubeflow 사용을 위해, 사용할 User 의 Kubeflow Profile 을 생성합니다. -``` + +```sh kustomize build common/user-namespace/base | kubectl apply -f - ``` kubeflow-user-example-com profile 이 생성된 것을 확인합니다. -``` + +```sh kubectl get profile ``` -``` +```text kubeflow-user-example-com 37s ``` ### 정상 설치 확인 -kubeflow server 에 web browser 로 접속하기 위해 port-forward합니다. -``` +kubeflow central dashboard 에 web browser 로 접속하기 위해 port-forward 합니다. + +```sh kubectl port-forward svc/istio-ingressgateway -n istio-system 8080:80 ``` -Web Browser 를 열어 http://localhost:8080 으로 접속하면, 다음과 같은 화면이 출력되는 것을 확인합니다. +Web Browser 를 열어 http://localhost:8080 으로 접속하여, 다음과 같은 화면이 출력되는 것을 확인합니다.

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zQf>ah=9T;;zf|z2saJ$V1EJTwcRdc|yxQ&zQpuYokh;`M*OpMpqG|ZLjaG>oLEOQ| z@KB_G{-)P`v5iff$t`=$QEVpq7us5#mr1i9de*T2NAXJeF7SS(&bB(VAphE z+wfl(%rxy~$qYc0J-83$w8XPyR-|=1$t3qa_0k^ zX^uGJ;)bOm%)EoYU=7abHot$H<;0PmKFs)D=k0G_uYL#me5$~7lcKfdZ&~0dl-VPk z)G3&*Bb=Z?{IDENhxnbAYIDB^x{<-b5JuaqfwpBsM@NUveDNcj{YR@PtMz*28juwAkYWKa|fBwEI+se!zd;7X& zsMu$GK|dE1TfDZqpSJJ!K(z>L%|Yv~@#EKEJnAwb$`u`)_fY@9{rDen@3%tko3%D~ ztzsld`c?^#%L~h3z=K|N-q6!KFC%SyAh=1NkH#Da54NKfVr&>I?S6#+C!~1pIF2!! z5{e*Qbj} Date: Fri, 10 Dec 2021 14:16:20 +0900 Subject: [PATCH 3/8] add prom-grafana docs --- .../en/docs/setup/install-components-pg.md | 46 +++++++++++-------- 1 file changed, 28 insertions(+), 18 deletions(-) diff --git a/content/en/docs/setup/install-components-pg.md b/content/en/docs/setup/install-components-pg.md index a40d6ecd..7252feeb 100644 --- a/content/en/docs/setup/install-components-pg.md +++ b/content/en/docs/setup/install-components-pg.md @@ -12,39 +12,46 @@ menu: images: [] --- -## Install Prometheus & Grafana +## Prometheus & Grafana -### Prometheus & Grafana -Prometheus 와 Grafana 는 모니터링용 모듈이며, ~~입니다. -자세한 내용은 ~~에서 확인해주시기 바랍니다. +프로메테우스(Prometheus) 와 그라파나(Grafana) 는 모니터링을 위한 도구입니다. 안정적인 서비스 운영을 위해서는 서비스와 서비스가 운영되고 있는 인프라의 상태를 지속적으로 관찰하고, 관찰한 메트릭을 바탕으로 문제가 생길 경우 빠르게 대응해야 합니다. 이러한 모니터링을 효율적으로 수행하기 위한 많은 도구 중 *모두의 MLOps*에서는 오픈소스인 프로메테우스와 그라파나를 사용할 예정입니다. -본 글에서는 kube-prometheus-stack Helm Chart 21.0.0 버전을 활용해 설치를 진행하겠습니다. +보다 자세한 내용은 [Prometheus 공식 문서](https://prometheus.io/docs/introduction/overview/), [Grafana 공식 문서](https://grafana.com/docs/)를 확인해주시기 바랍니다.(추후 *모두의 MLOps*에서도 자세한 내용을 다룰 예정입니다.) -#### helm repo 추가 -``` +Prometheus 는 다양한 대상으로부터 Metric 을 수집하는 도구이며, Grafana 는 모인 데이터를 시각화하는 것을 도와주는 도구입니다. 서로 간의 종속성은 없지만 상호 보완적으로 사용하는 용도로 함께 사용되는 경우가 많습니다. + +본 글에서는 kube-prometheus-stack Helm Chart 21.0.0 버전을 활용해 쿠버네티스 크러스터에 Prometheus 와 Grafana 를 함께 설치하겠습니다. + +### Helm Repository 추가 + +```sh helm repo add prometheus-community https://prometheus-community.github.io/helm-charts ``` 다음과 같은 메시지가 출력되면 정상적으로 추가된 것을 의미합니다. -``` + +```text "prometheus-community" has been added to your repositories ``` -#### helm repo 업데이트 -``` +### Helm Repository 업데이트 + +```sh helm repo update ``` 다음과 같은 메시지가 출력되면 정상적으로 업데이트된 것을 의미합니다. -``` + +```text Hang tight while we grab the latest from your chart repositories... ...Successfully got an update from the "prometheus-community" chart repository ...Successfully got an update from the "datawire" chart repository Update Complete. ⎈Happy Helming!⎈ ``` -#### helm install -``` +### Helm Install + +```sh helm install prom-stack prometheus-community/kube-prometheus-stack \ --namespace monitoring-system \ --create-namespace @@ -52,7 +59,8 @@ helm install prom-stack prometheus-community/kube-prometheus-stack \ ``` 다음과 같은 메시지가 출력되어야 합니다. -``` + +```text 생략... W1206 17:17:04.153330 30670 warnings.go:70] policy/v1beta1 PodSecurityPolicy is deprecated in v1.21+, unavailable in v1.25+ NAME: prom-stack @@ -67,12 +75,15 @@ kube-prometheus-stack has been installed. Check its status by running: Visit https://github.com/prometheus-operator/kube-prometheus for instructions on how to create & configure Alertmanager and Prometheus instances using the Operator. ``` -monitoring-system namespace 에 6 개의 prom-stack 관련 pod 가 Running 이 될 때까지 기다립니다. -``` +정상적으로 설치되었는지 확인합니다. + +```sh kubectl get pod -n monitoring-system | grep prom-stack ``` -``` +monitoring-system namespace 에 6 개의 prom-stack 관련 pod 가 Running 이 될 때까지 기다립니다. + +```text alertmanager-prom-stack-kube-prometheus-alertmanager-0 2/2 Running 0 62s prom-stack-grafana-c8bb58f98-hfrz2 2/2 Running 0 84s prom-stack-kube-prometheus-operator-68f7d9cd9f-gkbb7 1/1 Running 0 84s @@ -80,4 +91,3 @@ prom-stack-kube-state-metrics-596d7cdf8c-pndsk 1/1 Running 0 prom-stack-prometheus-node-exporter-zkwq9 1/1 Running 0 84s prometheus-prom-stack-kube-prometheus-prometheus-0 2/2 Running 0 61s ``` - From 9328870b401aff2a490d8130195979b24bf70752 Mon Sep 17 00:00:00 2001 From: Jaeyeon Kim Date: Fri, 10 Dec 2021 19:28:57 +0900 Subject: [PATCH 4/8] add seldon components --- .../en/docs/setup/install-components-kf.md | 8 +-- .../en/docs/setup/install-components-pg.md | 2 + .../docs/setup/install-components-seldon.md | 53 ++++++++++++------- 3 files changed, 39 insertions(+), 24 deletions(-) diff --git a/content/en/docs/setup/install-components-kf.md b/content/en/docs/setup/install-components-kf.md index 51a1cb2a..371af1b7 100644 --- a/content/en/docs/setup/install-components-kf.md +++ b/content/en/docs/setup/install-components-kf.md @@ -14,7 +14,7 @@ images: [] ## 설치 파일 준비 -- kubeflow v1.4.0 버전을 설치하기 위해서, 설치에 필요한 manifests 파일들을 준비합니다. +kubeflow v1.4.0 버전을 설치하기 위해서, 설치에 필요한 manifests 파일들을 준비합니다. ```sh # kubeflow/manifests repo clone @@ -29,9 +29,9 @@ git checkout tags/v1.4.0 ## 각 구성요소별 설치 -- kubeflow/manifests Repository 에 각 구성요소별 설치 커맨드가 적혀져있지만, 설치하며 발생할 수 있는 이슈 혹은 정상적으로 설치되었는지 확인할 수 있는 방법 등이 적혀져있지 않아 처음 설치하는 경우 어려움을 겪는 경우가 많습니다. -- 따라서, 각 구성요소별로 정상적으로 설치되었는지 확인하는 방법을 함께 작성합니다. -- 또한, 본 문서에서는 **모두의 MLOps** 에서 다루지 않는 구성요소인 Knative, KFServing, MPI Operator 의 설치는 리소스의 효율적 사용을 위해 따로 설치하지 않습니다. +kubeflow/manifests Repository 에 각 구성요소별 설치 커맨드가 적혀져있지만, 설치하며 발생할 수 있는 이슈 혹은 정상적으로 설치되었는지 확인할 수 있는 방법 등이 적혀져있지 않아 처음 설치하는 경우 어려움을 겪는 경우가 많습니다. +따라서, 각 구성요소별로 정상적으로 설치되었는지 확인하는 방법을 함께 작성합니다. +또한, 본 문서에서는 **모두의 MLOps** 에서 다루지 않는 구성요소인 Knative, KFServing, MPI Operator 의 설치는 리소스의 효율적 사용을 위해 따로 설치하지 않습니다. ### cert-manager diff --git a/content/en/docs/setup/install-components-pg.md b/content/en/docs/setup/install-components-pg.md index 7252feeb..ffe04333 100644 --- a/content/en/docs/setup/install-components-pg.md +++ b/content/en/docs/setup/install-components-pg.md @@ -51,6 +51,8 @@ Update Complete. ⎈Happy Helming!⎈ ### Helm Install +kube-prometheus-stack Chart 21.0.0 버전을 설치합니다. + ```sh helm install prom-stack prometheus-community/kube-prometheus-stack \ --namespace monitoring-system \ diff --git a/content/en/docs/setup/install-components-seldon.md b/content/en/docs/setup/install-components-seldon.md index 3b507a92..2f09a835 100644 --- a/content/en/docs/setup/install-components-seldon.md +++ b/content/en/docs/setup/install-components-seldon.md @@ -12,35 +12,46 @@ menu: images: [] --- -## Install Seldon-Core +## Seldon-Core -### Ambassador -ambassador 는 ~~입니다. seldon-core 는 ambassador 와 함께 사용할 예정입니다. +Seldon-Core는 쿠버네티스 환경에 수많은 머신러닝 모델을 배포하고 관리할 수 있는 오픈소스 프레임워크 중 하나입니다. 보다 자세한 내용은 Seldon-Core 의 공식 [제품 설명 페이지](https://www.seldon.io/tech/products/core/) 와 [깃헙](https://github.com/SeldonIO/seldon-core) 그리고 API Deployment 파트를 참고해주시기 바랍니다. -#### helm repo 추가 -``` + +## Selon-Core 설치 + +Seldon-Core를 사용하기 위해서는 쿠버네티스의 인그레스(Ingress)를 담당하는 Ambassador 와 Istio 와 같은 [모듈이 필요합니다](https://docs.seldon.io/projects/seldon-core/en/latest/workflow/install.html). Seldon-Core 에서는 Ambassador 와 Istio 만을 공식적으로 지원하며, *모두의 MLOps*에서는 Ambassador를 사용할 예정이므로 먼저 Ambassador 를 설치하겠습니다. + +### Ambassador - Helm Repository 추가 + +```sh helm repo add datawire https://www.getambassador.io ``` 다음과 같은 메시지가 출력되면 정상적으로 추가된 것을 의미합니다. -``` + +```text "datawire" has been added to your repositories ``` -#### helm repo 업데이트 -``` +### Ambassador - Helm Repository 업데이트 + +```sh helm repo update ``` 다음과 같은 메시지가 출력되면 정상적으로 업데이트된 것을 의미합니다. -``` + +```text Hang tight while we grab the latest from your chart repositories... ...Successfully got an update from the "datawire" chart repository Update Complete. ⎈Happy Helming!⎈ ``` -#### helm install -``` +### Ambassador - Helm Install + +ambassador Chart 6.9.3 버전을 설치합니다. + +```sh helm install ambassador datawire/ambassador \ --namespace seldon-system \ --create-namespace \ @@ -51,7 +62,8 @@ helm install ambassador datawire/ambassador \ ``` 다음과 같은 메시지가 출력되어야 합니다. -``` + +```text 생략... W1206 17:01:36.026326 26635 warnings.go:70] rbac.authorization.k8s.io/v1beta1 Role is deprecated in v1.17+, unavailable in v1.22+; use rbac.authorization.k8s.io/v1 Role @@ -86,18 +98,18 @@ seldon-system 에 4 개의 pod 가 Running 이 될 때까지 기다립니다. kubectl get pod -n seldon-system ``` -``` +```text ambassador-7f596c8b57-4s9xh 1/1 Running 0 7m15s ambassador-7f596c8b57-dt6lr 1/1 Running 0 7m15s ambassador-7f596c8b57-h5l6f 1/1 Running 0 7m15s ambassador-agent-77bccdfcd5-d5jxj 1/1 Running 0 7m15s ``` -### Seldon-Core +### Seldon-Core - Helm Install -#### Helm Install +seldon-core-operator Chart 1.11.2 버전을 설치합니다. -``` +```sh helm install seldon-core seldon-core-operator \ --repo https://storage.googleapis.com/seldon-charts \ --namespace seldon-system \ @@ -107,7 +119,8 @@ helm install seldon-core seldon-core-operator \ ``` 다음과 같은 메시지가 출력되어야 합니다. -``` + +```text 생략... W1206 17:05:38.336391 28181 warnings.go:70] admissionregistration.k8s.io/v1beta1 ValidatingWebhookConfiguration is deprecated in v1.16+, unavailable in v1.22+; use admissionregistration.k8s.io/v1 ValidatingWebhookConfiguration @@ -121,11 +134,11 @@ TEST SUITE: None seldon-system namespace 에 1 개의 seldon-controller-manager pod 가 Running 이 될 때까지 기다립니다. -``` + +```sh kubectl get pod -n seldon-system | grep seldon-controller ``` -``` +```text seldon-controller-manager-8457b8b5c7-r2frm 1/1 Running 0 2m22s ``` - From d1ad62e867a2178c914d7c55aaddf0e81cdfc95b Mon Sep 17 00:00:00 2001 From: Jaeyeon Kim Date: Fri, 10 Dec 2021 19:32:21 +0900 Subject: [PATCH 5/8] refact files --- content/en/docs/setup/install-components-kf.md | 14 ++++++++------ content/en/docs/setup/install-components-seldon.md | 5 ++--- content/en/docs/setup/install-components.md | 1 + 3 files changed, 11 insertions(+), 9 deletions(-) diff --git a/content/en/docs/setup/install-components-kf.md b/content/en/docs/setup/install-components-kf.md index 371af1b7..fe8b2416 100644 --- a/content/en/docs/setup/install-components-kf.md +++ b/content/en/docs/setup/install-components-kf.md @@ -16,21 +16,23 @@ images: [] kubeflow v1.4.0 버전을 설치하기 위해서, 설치에 필요한 manifests 파일들을 준비합니다. +[kubeflow/manifests Repository](https://github.com/kubeflow/manifests) 를 깃 클론한 뒤, 해당 폴더로 이동합니다. + ```sh -# kubeflow/manifests repo clone git clone git@github.com:kubeflow/manifests.git - -# kubeflow/manifests 폴더로 이동 cd manifests +``` -# v1.4.0 태그로 checkout +v1.4.0 태그로 체크아웃합니다. + +```sh git checkout tags/v1.4.0 ``` ## 각 구성요소별 설치 -kubeflow/manifests Repository 에 각 구성요소별 설치 커맨드가 적혀져있지만, 설치하며 발생할 수 있는 이슈 혹은 정상적으로 설치되었는지 확인할 수 있는 방법 등이 적혀져있지 않아 처음 설치하는 경우 어려움을 겪는 경우가 많습니다. -따라서, 각 구성요소별로 정상적으로 설치되었는지 확인하는 방법을 함께 작성합니다. +kubeflow/manifests Repository 에 각 구성요소별 설치 커맨드가 적혀져있지만, 설치하며 발생할 수 있는 이슈 혹은 정상적으로 설치되었는지 확인할 수 있는 방법 등이 적혀져있지 않아 처음 설치하는 경우 어려움을 겪는 경우가 많습니다. +따라서, 각 구성요소별로 정상적으로 설치되었는지 확인하는 방법을 함께 작성합니다. 또한, 본 문서에서는 **모두의 MLOps** 에서 다루지 않는 구성요소인 Knative, KFServing, MPI Operator 의 설치는 리소스의 효율적 사용을 위해 따로 설치하지 않습니다. ### cert-manager diff --git a/content/en/docs/setup/install-components-seldon.md b/content/en/docs/setup/install-components-seldon.md index 2f09a835..1db55ff3 100644 --- a/content/en/docs/setup/install-components-seldon.md +++ b/content/en/docs/setup/install-components-seldon.md @@ -16,7 +16,6 @@ images: [] Seldon-Core는 쿠버네티스 환경에 수많은 머신러닝 모델을 배포하고 관리할 수 있는 오픈소스 프레임워크 중 하나입니다. 보다 자세한 내용은 Seldon-Core 의 공식 [제품 설명 페이지](https://www.seldon.io/tech/products/core/) 와 [깃헙](https://github.com/SeldonIO/seldon-core) 그리고 API Deployment 파트를 참고해주시기 바랍니다. - ## Selon-Core 설치 Seldon-Core를 사용하기 위해서는 쿠버네티스의 인그레스(Ingress)를 담당하는 Ambassador 와 Istio 와 같은 [모듈이 필요합니다](https://docs.seldon.io/projects/seldon-core/en/latest/workflow/install.html). Seldon-Core 에서는 Ambassador 와 Istio 만을 공식적으로 지원하며, *모두의 MLOps*에서는 Ambassador를 사용할 예정이므로 먼저 Ambassador 를 설치하겠습니다. @@ -94,7 +93,8 @@ For help, visit our Slack at http://a8r.io/Slack or view the documentation onlin ``` seldon-system 에 4 개의 pod 가 Running 이 될 때까지 기다립니다. -``` + +```sh kubectl get pod -n seldon-system ``` @@ -132,7 +132,6 @@ REVISION: 1 TEST SUITE: None ``` - seldon-system namespace 에 1 개의 seldon-controller-manager pod 가 Running 이 될 때까지 기다립니다. ```sh diff --git a/content/en/docs/setup/install-components.md b/content/en/docs/setup/install-components.md index 98fe44d9..86b97f6e 100644 --- a/content/en/docs/setup/install-components.md +++ b/content/en/docs/setup/install-components.md @@ -17,6 +17,7 @@ images: [] ## 목차 목차는 다음과 같습니다. + - kubeflow - mlflow & postgresql - seldon-core & ambassador From 3f3ac3508f0cefe5dbc2c876ca8566939ed39066 Mon Sep 17 00:00:00 2001 From: Jaeyeon Kim Date: Mon, 13 Dec 2021 16:22:42 +0900 Subject: [PATCH 6/8] Update content/en/docs/setup/install-components.md Co-authored-by: Jongseob Jeon --- content/en/docs/setup/install-components.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/en/docs/setup/install-components.md b/content/en/docs/setup/install-components.md index 86b97f6e..95426a60 100644 --- a/content/en/docs/setup/install-components.md +++ b/content/en/docs/setup/install-components.md @@ -12,7 +12,7 @@ menu: images: [] --- -이번에는 쿠버네티스 클러스터에 **모두의 MLOps**에서 다루는 구성요소들을 하나씩 설치해보겠습니다. +이번에는 쿠버네티스 클러스터에 *모두의 MLOps*에서 다루는 구성요소들을 하나씩 설치해보겠습니다. ## 목차 From 93a35f9b9b2d3c648d42e4a61c7e41e927b880c0 Mon Sep 17 00:00:00 2001 From: Jaeyeon Kim Date: Mon, 13 Dec 2021 18:33:46 +0900 Subject: [PATCH 7/8] collabo --- config/_default/menus/menus.en.toml | 12 +- content/en/docs/setup-components/_index.md | 10 + .../install-components-kf.md | 222 +++++++++--------- .../install-components-mlflow.md | 10 +- .../install-components-pg.md | 30 ++- .../install-components-seldon.md | 31 ++- .../{setup => setup-kubernetes}/_index.md | 2 +- .../docs/{setup => setup-kubernetes}/intro.md | 2 +- .../kubernetes-with-k3s.md | 4 +- .../kubernetes-with-kubeadm.md | 6 +- .../kubernetes-with-minikube.md | 6 +- .../{setup => setup-kubernetes}/kubernetes.md | 2 +- .../setup-kubernetes-module.md | 2 +- .../setup-nvidia-gpu.md | 2 +- .../setup-pre-requisite.md | 2 +- content/en/docs/setup/install-components.md | 24 -- 16 files changed, 187 insertions(+), 180 deletions(-) create mode 100644 content/en/docs/setup-components/_index.md rename content/en/docs/{setup => setup-components}/install-components-kf.md (77%) rename content/en/docs/{setup => setup-components}/install-components-mlflow.md (51%) rename content/en/docs/{setup => setup-components}/install-components-pg.md (71%) rename content/en/docs/{setup => setup-components}/install-components-seldon.md (85%) rename content/en/docs/{setup => setup-kubernetes}/_index.md (82%) rename content/en/docs/{setup => setup-kubernetes}/intro.md (99%) rename content/en/docs/{setup => setup-kubernetes}/kubernetes-with-k3s.md (91%) rename content/en/docs/{setup => setup-kubernetes}/kubernetes-with-kubeadm.md (93%) rename content/en/docs/{setup => setup-kubernetes}/kubernetes-with-minikube.md (94%) rename content/en/docs/{setup => setup-kubernetes}/kubernetes.md (98%) rename content/en/docs/{setup => setup-kubernetes}/setup-kubernetes-module.md (99%) rename content/en/docs/{setup => setup-kubernetes}/setup-nvidia-gpu.md (99%) rename content/en/docs/{setup => setup-kubernetes}/setup-pre-requisite.md (99%) delete mode 100644 content/en/docs/setup/install-components.md diff --git a/config/_default/menus/menus.en.toml b/config/_default/menus/menus.en.toml index 1ebac2e3..99afeb54 100644 --- a/config/_default/menus/menus.en.toml +++ b/config/_default/menus/menus.en.toml @@ -27,11 +27,17 @@ weight = 10 [[docs]] - name = "Setup" - url = "/docs/setup/" - identifier = "setup" + name = "Setup Kubernetes" + url = "/docs/setup-kubernetes/" + identifier = "setup-kubernetes" weight = 20 +[[docs]] + name = "Setup Components" + url = "/docs/setup-conmponens/" + identifier = "setup-components" + weight = 25 + [[docs]] name = "Kubeflow" url = "/docs/kubeflow/" diff --git a/content/en/docs/setup-components/_index.md b/content/en/docs/setup-components/_index.md new file mode 100644 index 00000000..1479f272 --- /dev/null +++ b/content/en/docs/setup-components/_index.md @@ -0,0 +1,10 @@ +--- +title : "Setup Kubernetes Components" +description: "" +lead: "" +date: 2021-12-13 +lastmod: 2021-12-13 +draft: false +weight: 250 +images: [] +--- diff --git a/content/en/docs/setup/install-components-kf.md b/content/en/docs/setup-components/install-components-kf.md similarity index 77% rename from content/en/docs/setup/install-components-kf.md rename to content/en/docs/setup-components/install-components-kf.md index fe8b2416..0f4995a7 100644 --- a/content/en/docs/setup/install-components-kf.md +++ b/content/en/docs/setup-components/install-components-kf.md @@ -1,51 +1,46 @@ --- -title : "Install Components - Kubeflow" +title : "Kubeflow" description: "구성요소 설치 - Kubeflow" -date: 2020-12-03T08:48:23+00:00 -lastmod: 2020-12-03T08:48:23+00:00 +date: 2021-12-13 +lastmod: 2021-12-13 draft: false -weight: 221 +weight: 252 contributors: ["Jaeyeon Kim"] menu: docs: - parent: "setup" + parent: "setup-components" images: [] --- ## 설치 파일 준비 -kubeflow v1.4.0 버전을 설치하기 위해서, 설치에 필요한 manifests 파일들을 준비합니다. +Kubeflow **v1.4.0** 버전을 설치하기 위해서, 설치에 필요한 manifests 파일들을 준비합니다. -[kubeflow/manifests Repository](https://github.com/kubeflow/manifests) 를 깃 클론한 뒤, 해당 폴더로 이동합니다. +[kubeflow/manifests Repository](https://github.com/kubeflow/manifests) 를 **v1.4.0** 태그로 깃 클론한 뒤, 해당 폴더로 이동합니다. -```sh -git clone git@github.com:kubeflow/manifests.git +```text +git clone -b v1.4.0 git@github.com:kubeflow/manifests.git cd manifests ``` -v1.4.0 태그로 체크아웃합니다. - -```sh -git checkout tags/v1.4.0 -``` - ## 각 구성요소별 설치 -kubeflow/manifests Repository 에 각 구성요소별 설치 커맨드가 적혀져있지만, 설치하며 발생할 수 있는 이슈 혹은 정상적으로 설치되었는지 확인할 수 있는 방법 등이 적혀져있지 않아 처음 설치하는 경우 어려움을 겪는 경우가 많습니다. +kubeflow/manifests Repository 에 각 구성요소별 설치 커맨드가 적혀져 있지만, 설치하며 발생할 수 있는 이슈 혹은 정상적으로 설치되었는지 확인할 수 있는 방법 등이 적혀져있지 않아 처음 설치하는 경우 어려움을 겪는 경우가 많습니다. 따라서, 각 구성요소별로 정상적으로 설치되었는지 확인하는 방법을 함께 작성합니다. + 또한, 본 문서에서는 **모두의 MLOps** 에서 다루지 않는 구성요소인 Knative, KFServing, MPI Operator 의 설치는 리소스의 효율적 사용을 위해 따로 설치하지 않습니다. ### cert-manager -cert-manager 를 배포합니다. +cert-manager 를 설치합니다. -```sh +```text kustomize build common/cert-manager/cert-manager/base | kubectl apply -f - ``` cert-manager namespace 의 3 개의 pod 가 모두 Running 이 될 때까지 기다립니다. -```sh +```text kubectl get pod -n cert-manager ``` @@ -58,44 +53,47 @@ cert-manager-cainjector-64c949654c-2scxr 1/1 Running 0 2m10s cert-manager-webhook-6b57b9b886-7q6g2 1/1 Running 0 2m10s ``` -kubeflow-issuer 를 배포합니다. +kubeflow-issuer 를 설치합니다. -```sh +```text kustomize build common/cert-manager/kubeflow-issuer/base | kubectl apply -f - ``` -- cert-manager-webhook deployment 가 Running 이 아닌 경우, 다음과 비슷한 에러가 발생하며 kubeflow-issuer가 배포되지 않을 수 있음에 주의하기시 바랍니다. 해당 에러가 발생한 경우, cert-manager 의 3 개의 pod 가 모두 Running 이 되는 것을 확인한 이후 다시 명령어를 수행하시기 바랍니다. +- cert-manager-webhook 이슈 -```text -Error from server: error when retrieving current configuration of: -Resource: "cert-manager.io/v1alpha2, Resource=clusterissuers", GroupVersionKind: "cert-manager.io/v1alpha2, Kind=ClusterIssuer" -Name: "kubeflow-self-signing-issuer", Namespace: "" -from server for: "STDIN": conversion webhook for cert-manager.io/v1, Kind=ClusterIssuer failed: Post "https://cert-manager-webhook.cert-manager.svc:443/convert?timeout=30s": dial tcp 10.101.177.157:443: connect: connection refused -``` + cert-manager-webhook deployment 가 Running 이 아닌 경우, 다음과 비슷한 에러가 발생하며 kubeflow-issuer가 설치되지 않을 수 있음에 주의하기시 바랍니다. + 해당 에러가 발생한 경우, cert-manager 의 3 개의 pod 가 모두 Running 이 되는 것을 확인한 이후 다시 명령어를 수행하시기 바랍니다. + + ```text + Error from server: error when retrieving current configuration of: + Resource: "cert-manager.io/v1alpha2, Resource=clusterissuers", GroupVersionKind: "cert-manager.io/v1alpha2, Kind=ClusterIssuer" + Name: "kubeflow-self-signing-issuer", Namespace: "" + from server for: "STDIN": conversion webhook for cert-manager.io/v1, Kind=ClusterIssuer failed: Post "https://cert-manager-webhook.cert-manager.svc:443/convert?timeout=30s": dial tcp 10.101.177.157:443: connect: connection refused + ``` ### Istio -istio 관련 Custom Resource Definition(CRD) 를 배포합니다. +istio 관련 Custom Resource Definition(CRD) 를 설치합니다. -```sh +```text kustomize build common/istio-1-9/istio-crds/base | kubectl apply -f - ``` -istio namespace 를 배포합니다. +istio namespace 를 설치합니다. -```sh +```text kustomize build common/istio-1-9/istio-namespace/base | kubectl apply -f - ``` -istio 를 배포합니다. +istio 를 설치합니다. -```sh +```text kustomize build common/istio-1-9/istio-install/base | kubectl apply -f - ``` istio-system namespace 의 2 개의 pod 가 모두 Running 이 될 때까지 기다립니다. -```sh +```text kubectl get po -n istio-system ``` @@ -109,15 +107,15 @@ istiod-86457659bb-5h58w 1/1 Running 0 16s ### Dex -dex 를 배포합니다. +dex 를 설치합니다. -```sh +```text kustomize build common/dex/overlays/istio | kubectl apply -f - ``` auth namespace 의 1 개의 pod 가 모두 Running 이 될 때까지 기다립니다. -```sh +```text kubectl get po -n auth ``` @@ -130,15 +128,15 @@ dex-5ddf47d88d-458cs 1/1 Running 1 12s ### OIDC AuthService -OIDC AuthService 를 배포합니다. +OIDC AuthService 를 설치합니다. -```sh +```text kustomize build common/oidc-authservice/base | kubectl apply -f - ``` istio-system namespace 에 authservice-0 pod 가 Running 이 될 때까지 기다립니다. -```sh +```text kubectl get po -n istio-system -w ``` @@ -155,13 +153,13 @@ istiod-86457659bb-5h58w 1/1 Running 0 2m37s kubeflow namespace 를 생성합니다. -```sh +```text kustomize build common/kubeflow-namespace/base | kubectl apply -f - ``` kubeflow namespace 를 조회합니다. -```sh +```text kubectl get ns kubeflow ``` @@ -174,15 +172,15 @@ kubeflow Active 8s ### Kubeflow Roles -kubeflow-roles 를 배포합니다. +kubeflow-roles 를 설치합니다. -```sh +```text kustomize build common/kubeflow-roles/base | kubectl apply -f - ``` 방금 생성한 kubeflow roles 를 조회합니다. -```sh +```text kubectl get clusterrole | grep kubeflow ``` @@ -199,15 +197,15 @@ kubeflow-view 2021-12-0 ### Kubeflow Istio Resources -kubeflow-istio-resources 를 배포합니다. +kubeflow-istio-resources 를 설치합니다. -```sh +```text kustomize build common/istio-1-9/kubeflow-istio-resources/base | kubectl apply -f - ``` 방금 생성한 kubeflow roles 를 조회합니다. -```sh +```text kubectl get clusterrole | grep kubeflow-istio ``` @@ -221,7 +219,7 @@ kubeflow-istio-view 2021-12-0 kubeflow namespace 에 gateway 가 정상적으로 설치되었는지 확인합니다. -```sh +```text kubectl get gateway -n kubeflow ``` @@ -234,9 +232,9 @@ kubeflow-gateway 31s ### Kubeflow Pipelines -kubeflow pipelines 를 배포합니다. +kubeflow pipelines 를 설치합니다. -```sh +```text kustomize build apps/pipeline/upstream/env/platform-agnostic-multi-user | kubectl apply -f - ``` @@ -249,7 +247,7 @@ kustomize build apps/pipeline/upstream/env/platform-agnostic-multi-user | kubect 위와 비슷한 에러가 발생한다면, 10 초 정도 기다린 뒤 다시 위의 명령을 수행합니다. -```sh +```text kustomize build apps/pipeline/upstream/env/platform-agnostic-multi-user | kubectl apply -f - ``` @@ -283,27 +281,29 @@ workflow-controller-5cbbb49bd8-5zrwx 2/2 Running 1 추가적으로 ml-pipeline UI 가 정상적으로 접속되는지 확인합니다. -```sh +```text kubectl port-forward svc/ml-pipeline-ui -n kubeflow 8888:80 ``` -웹 브라우저를 열어 `http://localhost:8888/pipelines/` 경로에 접속합니다. +웹 브라우저를 열어 [http://localhost:8888/pipelines/](http://localhost:8888/pipelines/) 경로에 접속합니다. 다음과 같은 화면이 출력되는 것을 확인합니다. - +

+ +

### Katib -Katib 를 배포합니다. +Katib 를 설치합니다. -```sh +```text kustomize build apps/katib/upstream/installs/katib-with-kubeflow | kubectl apply -f - ``` 정상적으로 설치되었는지 확인합니다. -```sh +```text kubectl get po -n kubeflow | grep katib ``` @@ -318,27 +318,29 @@ katib-ui-64bb96d5bf-d89kp 1/1 Running 0 추가적으로 katib UI 가 정상적으로 접속되는지 확인합니다. -```sh +```text kubectl port-forward svc/katib-ui -n kubeflow 8081:80 ``` -웹 브라우저를 열어 `http://localhost:8081/katib/` 경로에 접속합니다. +웹 브라우저를 열어 [http://localhost:8081/katib/](http://localhost:8081/katib/) 경로에 접속합니다. 다음과 같은 화면이 출력되는 것을 확인합니다. - +

+ +

-#### Central Dashboard +### Central Dashboard -Dashboard 를 배포합니다. +Dashboard 를 설치합니다. -```sh +```text kustomize build apps/centraldashboard/upstream/overlays/istio | kubectl apply -f - ``` 정상적으로 설치되었는지 확인합니다. -```sh +```text kubectl get po -n kubeflow | grep centraldashboard ``` @@ -350,25 +352,27 @@ centraldashboard-8fc7d8cc-xl7ts 1/1 Running 0 추가적으로 Central Dashboard UI 가 정상적으로 접속되는지 확인합니다. -```sh +```text kubectl port-forward svc/centraldashboard -n kubeflow 8082:80 ``` -웹 브라우저를 열어 `http://localhost:8082/` 경로에 접속합니다. +웹 브라우저를 열어 [http://localhost:8082/](http://localhost:8082/) 경로에 접속합니다. 다음과 같은 화면이 출력되는 것을 확인합니다. - +

+ +

-#### Admission Webhook +### Admission Webhook -```sh +```text kustomize build apps/admission-webhook/upstream/overlays/cert-manager | kubectl apply -f - ``` 정상적으로 설치되었는지 확인합니다. -```sh +```text kubectl get po -n kubeflow | grep admission-webhook ``` @@ -378,17 +382,17 @@ kubectl get po -n kubeflow | grep admission-webhook admission-webhook-deployment-667bd68d94-2hhrx 1/1 Running 0 11s ``` -#### Notebooks & Jupyter Web App +### Notebooks & Jupyter Web App -Notebook controller 를 배포합니다. +Notebook controller 를 설치합니다. -```sh +```text kustomize build apps/jupyter/notebook-controller/upstream/overlays/kubeflow | kubectl apply -f - ``` 정상적으로 설치되었는지 확인합니다. -```sh +```text kubectl get po -n kubeflow | grep notebook-controller ``` @@ -398,15 +402,15 @@ kubectl get po -n kubeflow | grep notebook-controller notebook-controller-deployment-75b4f7b578-w4d4l 1/1 Running 0 105s ``` -Jupyter Web App 을 배포합니다. +Jupyter Web App 을 설치합니다. -```sh +```text kustomize build apps/jupyter/jupyter-web-app/upstream/overlays/istio | kubectl apply -f - ``` 정상적으로 설치되었는지 확인합니다. -```sh +```text kubectl get po -n kubeflow | grep jupyter-web-app ``` @@ -416,17 +420,17 @@ kubectl get po -n kubeflow | grep jupyter-web-app jupyter-web-app-deployment-6f744fbc54-p27ts 1/1 Running 0 2m ``` -#### Profiles + KFAM +### Profiles + KFAM -Profile Controller 를 배포합니다. +Profile Controller 를 설치합니다. -```sh +```text kustomize build apps/profiles/upstream/overlays/kubeflow | kubectl apply -f - ``` 정상적으로 설치되었는지 확인합니다. -```sh +```text kubectl get po -n kubeflow | grep profiles-deployment ``` @@ -436,17 +440,17 @@ kubectl get po -n kubeflow | grep profiles-deployment profiles-deployment-89f7d88b-qsnrd 2/2 Running 0 42s ``` -#### Volumes Web App +### Volumes Web App -Volumes Web App 을 배포합니다. +Volumes Web App 을 설치합니다. -```sh +```text kustomize build apps/volumes-web-app/upstream/overlays/istio | kubectl apply -f - ``` 정상적으로 설치되었는지 확인합니다. -```sh +```text kubectl get po -n kubeflow | grep volumes-web-app ``` @@ -456,17 +460,17 @@ kubectl get po -n kubeflow | grep volumes-web-app volumes-web-app-deployment-8589d664cc-62svl 1/1 Running 0 27s ``` -#### Tensorboard & Tensorboard Web App +### Tensorboard & Tensorboard Web App -Tensorboard Web App 를 배포합니다. +Tensorboard Web App 를 설치합니다. -```sh +```text kustomize build apps/tensorboard/tensorboards-web-app/upstream/overlays/istio | kubectl apply -f - ``` 정상적으로 설치되었는지 확인합니다. -```sh +```text kubectl get po -n kubeflow | grep tensorboards-web-app ``` @@ -476,15 +480,15 @@ kubectl get po -n kubeflow | grep tensorboards-web-app tensorboards-web-app-deployment-6ff79b7f44-qbzmw 1/1 Running 0 22s ``` -Tensorboard Controller 를 배포합니다. +Tensorboard Controller 를 설치합니다. -```sh +```text kustomize build apps/tensorboard/tensorboard-controller/upstream/overlays/kubeflow | kubectl apply -f - ``` 정상적으로 설치되었는지 확인합니다. -```sh +```text kubectl get po -n kubeflow | grep tensorboard-controller ``` @@ -494,17 +498,17 @@ kubectl get po -n kubeflow | grep tensorboard-controller tensorboard-controller-controller-manager-954b7c544-vjpzj 3/3 Running 1 73s ``` -#### Training Operator +### Training Operator -Training Operator 를 배포합니다. +Training Operator 를 설치합니다. -```sh +```text kustomize build apps/training-operator/upstream/overlays/kubeflow | kubectl apply -f - ``` 정상적으로 설치되었는지 확인합니다. -```sh +```text kubectl get po -n kubeflow | grep training-operator ``` @@ -514,17 +518,17 @@ kubectl get po -n kubeflow | grep training-operator training-operator-7d98f9dd88-6887f 1/1 Running 0 28s ``` -#### User Namespace +### User Namespace Kubeflow 사용을 위해, 사용할 User 의 Kubeflow Profile 을 생성합니다. -```sh +```text kustomize build common/user-namespace/base | kubectl apply -f - ``` kubeflow-user-example-com profile 이 생성된 것을 확인합니다. -```sh +```text kubectl get profile ``` @@ -532,23 +536,25 @@ kubectl get profile kubeflow-user-example-com 37s ``` -### 정상 설치 확인 +## 정상 설치 확인 kubeflow central dashboard 에 web browser 로 접속하기 위해 port-forward 합니다. -```sh +```text kubectl port-forward svc/istio-ingressgateway -n istio-system 8080:80 ``` -Web Browser 를 열어 http://localhost:8080 으로 접속하여, 다음과 같은 화면이 출력되는 것을 확인합니다. +Web Browser 를 열어 [http://localhost:8080](http://localhost:8080) 으로 접속하여, 다음과 같은 화면이 출력되는 것을 확인합니다. - -
-
+

+ +

다음 접속 정보를 입력하여 접속합니다. - Email Address: `user@example.com` - Password: `12341234` - +

+ +

diff --git a/content/en/docs/setup/install-components-mlflow.md b/content/en/docs/setup-components/install-components-mlflow.md similarity index 51% rename from content/en/docs/setup/install-components-mlflow.md rename to content/en/docs/setup-components/install-components-mlflow.md index 1b2b81c3..3a08bbfe 100644 --- a/content/en/docs/setup/install-components-mlflow.md +++ b/content/en/docs/setup-components/install-components-mlflow.md @@ -1,14 +1,14 @@ --- -title : "Install Components - MLFlow" +title : "MLFlow" description: "구성요소 설치 - MLFlow" -date: 2020-12-03T08:48:23+00:00 -lastmod: 2020-12-03T08:48:23+00:00 +date: 2021-12-13 +lastmod: 2021-12-13 draft: false -weight: 223 +weight: 253 contributors: ["Jaeyeon Kim"] menu: docs: - parent: "setup" + parent: "setup-components" images: [] --- diff --git a/content/en/docs/setup/install-components-pg.md b/content/en/docs/setup-components/install-components-pg.md similarity index 71% rename from content/en/docs/setup/install-components-pg.md rename to content/en/docs/setup-components/install-components-pg.md index ffe04333..7529e640 100644 --- a/content/en/docs/setup/install-components-pg.md +++ b/content/en/docs/setup-components/install-components-pg.md @@ -1,30 +1,32 @@ --- -title : "Install Components - Prometheus & Grafana" +title : "Prometheus & Grafana" description: "구성요소 설치 - Prometheus & Grafana" -date: 2020-12-03T08:48:23+00:00 -lastmod: 2020-12-03T08:48:23+00:00 +date: 2021-12-13 +lastmod: 2021-12-13 draft: false -weight: 223 +weight: 254 contributors: ["Jaeyeon Kim"] menu: docs: - parent: "setup" + parent: "setup-components" images: [] --- ## Prometheus & Grafana -프로메테우스(Prometheus) 와 그라파나(Grafana) 는 모니터링을 위한 도구입니다. 안정적인 서비스 운영을 위해서는 서비스와 서비스가 운영되고 있는 인프라의 상태를 지속적으로 관찰하고, 관찰한 메트릭을 바탕으로 문제가 생길 경우 빠르게 대응해야 합니다. 이러한 모니터링을 효율적으로 수행하기 위한 많은 도구 중 *모두의 MLOps*에서는 오픈소스인 프로메테우스와 그라파나를 사용할 예정입니다. +프로메테우스(Prometheus) 와 그라파나(Grafana) 는 모니터링을 위한 도구입니다. +안정적인 서비스 운영을 위해서는 서비스와 서비스가 운영되고 있는 인프라의 상태를 지속적으로 관찰하고, 관찰한 메트릭을 바탕으로 문제가 생길 경우 빠르게 대응해야 합니다. +이러한 모니터링을 효율적으로 수행하기 위한 많은 도구 중 *모두의 MLOps*에서는 오픈소스인 프로메테우스와 그라파나를 사용할 예정입니다. -보다 자세한 내용은 [Prometheus 공식 문서](https://prometheus.io/docs/introduction/overview/), [Grafana 공식 문서](https://grafana.com/docs/)를 확인해주시기 바랍니다.(추후 *모두의 MLOps*에서도 자세한 내용을 다룰 예정입니다.) +보다 자세한 내용은 [Prometheus 공식 문서](https://prometheus.io/docs/introduction/overview/), [Grafana 공식 문서](https://grafana.com/docs/)를 확인해주시기 바랍니다. -Prometheus 는 다양한 대상으로부터 Metric 을 수집하는 도구이며, Grafana 는 모인 데이터를 시각화하는 것을 도와주는 도구입니다. 서로 간의 종속성은 없지만 상호 보완적으로 사용하는 용도로 함께 사용되는 경우가 많습니다. +프로메테우스는 다양한 대상으로부터 Metric 을 수집하는 도구이며, 그라파나는 모인 데이터를 시각화하는 것을 도와주는 도구입니다. 서로 간의 종속성은 없지만 상호 보완적으로 사용할 수 있어 함께 사용되는 경우가 많습니다. -본 글에서는 kube-prometheus-stack Helm Chart 21.0.0 버전을 활용해 쿠버네티스 크러스터에 Prometheus 와 Grafana 를 함께 설치하겠습니다. +본 글에서는 kube-prometheus-stack Helm Chart 21.0.0 버전을 활용해 쿠버네티스 크러스터에 프로메테우스와 그라파나를 함께 설치하겠습니다. ### Helm Repository 추가 -```sh +```text helm repo add prometheus-community https://prometheus-community.github.io/helm-charts ``` @@ -36,7 +38,7 @@ helm repo add prometheus-community https://prometheus-community.github.io/helm-c ### Helm Repository 업데이트 -```sh +```text helm repo update ``` @@ -53,7 +55,7 @@ Update Complete. ⎈Happy Helming!⎈ kube-prometheus-stack Chart 21.0.0 버전을 설치합니다. -```sh +```text helm install prom-stack prometheus-community/kube-prometheus-stack \ --namespace monitoring-system \ --create-namespace @@ -79,7 +81,7 @@ Visit https://github.com/prometheus-operator/kube-prometheus for instructions on 정상적으로 설치되었는지 확인합니다. -```sh +```text kubectl get pod -n monitoring-system | grep prom-stack ``` @@ -93,3 +95,5 @@ prom-stack-kube-state-metrics-596d7cdf8c-pndsk 1/1 Running 0 prom-stack-prometheus-node-exporter-zkwq9 1/1 Running 0 84s prometheus-prom-stack-kube-prometheus-prometheus-0 2/2 Running 0 61s ``` + +# TODO(jaeyeon.kim) 정상 설치 확인 UI 스크린샷 추가 diff --git a/content/en/docs/setup/install-components-seldon.md b/content/en/docs/setup-components/install-components-seldon.md similarity index 85% rename from content/en/docs/setup/install-components-seldon.md rename to content/en/docs/setup-components/install-components-seldon.md index 1db55ff3..6b2b2f74 100644 --- a/content/en/docs/setup/install-components-seldon.md +++ b/content/en/docs/setup-components/install-components-seldon.md @@ -1,28 +1,30 @@ --- -title : "Install Components - Seldon-Core" +title : "Seldon-Core" description: "구성요소 설치 - Seldon-Core" -date: 2020-12-03T08:48:23+00:00 -lastmod: 2020-12-03T08:48:23+00:00 +date: 2021-12-13 +lastmod: 2021-12-13 draft: false -weight: 222 +weight: 255 contributors: ["Jaeyeon Kim"] menu: docs: - parent: "setup" + parent: "setup-components" images: [] --- ## Seldon-Core -Seldon-Core는 쿠버네티스 환경에 수많은 머신러닝 모델을 배포하고 관리할 수 있는 오픈소스 프레임워크 중 하나입니다. 보다 자세한 내용은 Seldon-Core 의 공식 [제품 설명 페이지](https://www.seldon.io/tech/products/core/) 와 [깃헙](https://github.com/SeldonIO/seldon-core) 그리고 API Deployment 파트를 참고해주시기 바랍니다. +Seldon-Core는 쿠버네티스 환경에 수많은 머신러닝 모델을 배포하고 관리할 수 있는 오픈소스 프레임워크 중 하나입니다. +보다 자세한 내용은 Seldon-Core 의 공식 [제품 설명 페이지](https://www.seldon.io/tech/products/core/) 와 [깃헙](https://github.com/SeldonIO/seldon-core) 그리고 API Deployment 파트를 참고해주시기 바랍니다. ## Selon-Core 설치 -Seldon-Core를 사용하기 위해서는 쿠버네티스의 인그레스(Ingress)를 담당하는 Ambassador 와 Istio 와 같은 [모듈이 필요합니다](https://docs.seldon.io/projects/seldon-core/en/latest/workflow/install.html). Seldon-Core 에서는 Ambassador 와 Istio 만을 공식적으로 지원하며, *모두의 MLOps*에서는 Ambassador를 사용할 예정이므로 먼저 Ambassador 를 설치하겠습니다. +Seldon-Core를 사용하기 위해서는 쿠버네티스의 인그레스(Ingress)를 담당하는 Ambassador 와 Istio 와 같은 [모듈이 필요합니다](https://docs.seldon.io/projects/seldon-core/en/latest/workflow/install.html). +Seldon-Core 에서는 Ambassador 와 Istio 만을 공식적으로 지원하며, *모두의 MLOps*에서는 Ambassador를 사용해 Seldon-core를 사용하므로 Ambassador를 설치하겠습니다. ### Ambassador - Helm Repository 추가 -```sh +```text helm repo add datawire https://www.getambassador.io ``` @@ -34,7 +36,7 @@ helm repo add datawire https://www.getambassador.io ### Ambassador - Helm Repository 업데이트 -```sh +```text helm repo update ``` @@ -50,7 +52,7 @@ Update Complete. ⎈Happy Helming!⎈ ambassador Chart 6.9.3 버전을 설치합니다. -```sh +```text helm install ambassador datawire/ambassador \ --namespace seldon-system \ --create-namespace \ @@ -94,7 +96,7 @@ For help, visit our Slack at http://a8r.io/Slack or view the documentation onlin seldon-system 에 4 개의 pod 가 Running 이 될 때까지 기다립니다. -```sh +```text kubectl get pod -n seldon-system ``` @@ -109,7 +111,7 @@ ambassador-agent-77bccdfcd5-d5jxj 1/1 Running 0 7m15s seldon-core-operator Chart 1.11.2 버전을 설치합니다. -```sh +```text helm install seldon-core seldon-core-operator \ --repo https://storage.googleapis.com/seldon-charts \ --namespace seldon-system \ @@ -134,10 +136,13 @@ TEST SUITE: None seldon-system namespace 에 1 개의 seldon-controller-manager pod 가 Running 이 될 때까지 기다립니다. -```sh +```text kubectl get pod -n seldon-system | grep seldon-controller ``` ```text seldon-controller-manager-8457b8b5c7-r2frm 1/1 Running 0 2m22s ``` + +# TODO (jaeyeon.kim) Seldon Deployment 생성 후, prometheus, grafana 연동 스크린샷 + diff --git a/content/en/docs/setup/_index.md b/content/en/docs/setup-kubernetes/_index.md similarity index 82% rename from content/en/docs/setup/_index.md rename to content/en/docs/setup-kubernetes/_index.md index 119f43aa..f166952b 100644 --- a/content/en/docs/setup/_index.md +++ b/content/en/docs/setup-kubernetes/_index.md @@ -1,5 +1,5 @@ --- -title : "Setup" +title : "Setup Kubernetes" description: "Setup kubernetes." lead: "" date: 2021-12-13 diff --git a/content/en/docs/setup/intro.md b/content/en/docs/setup-kubernetes/intro.md similarity index 99% rename from content/en/docs/setup/intro.md rename to content/en/docs/setup-kubernetes/intro.md index db5bc723..afd23587 100644 --- a/content/en/docs/setup/intro.md +++ b/content/en/docs/setup-kubernetes/intro.md @@ -9,7 +9,7 @@ weight: 201 contributors: ["Jaeyeon Kim"] menu: docs: - parent: "setup" + parent: "setup-kubernetes" images: [] --- diff --git a/content/en/docs/setup/kubernetes-with-k3s.md b/content/en/docs/setup-kubernetes/kubernetes-with-k3s.md similarity index 91% rename from content/en/docs/setup/kubernetes-with-k3s.md rename to content/en/docs/setup-kubernetes/kubernetes-with-k3s.md index 94cfcc23..7f7cd0bc 100644 --- a/content/en/docs/setup/kubernetes-with-k3s.md +++ b/content/en/docs/setup-kubernetes/kubernetes-with-k3s.md @@ -8,7 +8,7 @@ weight: 223 contributors: ["Jongseob Jeon"] menu: docs: - parent: "setup" + parent: "setup-kubernetes" images: [] --- @@ -48,7 +48,7 @@ sudo chown mrx:mrx .kube/config ## 4. 쿠버네티스 기본 모듈 설치 -[Setup Kubernetes Modules]({{< relref "docs/setup/setup-kubernetes-module.md" >}})을 참고하여 다음 컴포넌트들을 설치해 주시기 바랍니다. +[Setup Kubernetes Modules]({{< relref "docs/setup-kubernetes/setup-kubernetes-module.md" >}})을 참고하여 다음 컴포넌트들을 설치해 주시기 바랍니다. - helm - kustomize diff --git a/content/en/docs/setup/kubernetes-with-kubeadm.md b/content/en/docs/setup-kubernetes/kubernetes-with-kubeadm.md similarity index 93% rename from content/en/docs/setup/kubernetes-with-kubeadm.md rename to content/en/docs/setup-kubernetes/kubernetes-with-kubeadm.md index 85ab399c..575cdf55 100644 --- a/content/en/docs/setup/kubernetes-with-kubeadm.md +++ b/content/en/docs/setup-kubernetes/kubernetes-with-kubeadm.md @@ -8,7 +8,7 @@ weight: 221 contributors: ["Youngcheol Jang"] menu: docs: - parent: "setup" + parent: "setup-kubernetes" images: [] --- @@ -16,7 +16,7 @@ images: [] 쿠버네티스 클러스터를 구축하기에 앞서, 필요한 구성요소들을 **클러스터에** 설치합니다. -[Setup Prerequisite]({{< relref "docs/setup/setup-pre-requisite.md" >}})을 참고하여 Kubernetes를 설치하기 전에 필요한 요소들을 **클러스터에** 설치해 주시기 바랍니다. +[Setup Prerequisite]({{< relref "docs/setup-kubernetes/setup-pre-requisite.md" >}})을 참고하여 Kubernetes를 설치하기 전에 필요한 요소들을 **클러스터에** 설치해 주시기 바랍니다. 쿠버네티스를 위한 네트워크의 설정을 변경합니다. @@ -137,7 +137,7 @@ scp -p {CLUSTER_USER_ID}@{CLUSTER_IP}:~/.kube/config ~/.kube/config ## 4. 쿠버네티스 기본 모듈 설치 -[Setup Kubernetes Modules]({{< relref "docs/setup/setup-kubernetes-module.md" >}})을 참고하여 다음 컴포넌트들을 설치해 주시기 바랍니다. +[Setup Kubernetes Modules]({{< relref "docs/setup-kubernetes/setup-kubernetes-module.md" >}})을 참고하여 다음 컴포넌트들을 설치해 주시기 바랍니다. - helm - kustomize diff --git a/content/en/docs/setup/kubernetes-with-minikube.md b/content/en/docs/setup-kubernetes/kubernetes-with-minikube.md similarity index 94% rename from content/en/docs/setup/kubernetes-with-minikube.md rename to content/en/docs/setup-kubernetes/kubernetes-with-minikube.md index 5b4cacab..8e6e36d9 100644 --- a/content/en/docs/setup/kubernetes-with-minikube.md +++ b/content/en/docs/setup-kubernetes/kubernetes-with-minikube.md @@ -8,7 +8,7 @@ weight: 222 contributors: ["Jaeyeon Kim"] menu: docs: - parent: "setup" + parent: "setup-kubernetes" images: [] --- @@ -16,7 +16,7 @@ images: [] 쿠버네티스 클러스터를 구축하기에 앞서, 필요한 구성요소들을 **클러스터에** 설치합니다. -[Setup Prerequisite]({{< relref "docs/setup/setup-pre-requisite.md" >}})을 참고하여 Kubernetes를 설치하기 전에 필요한 요소들을 **클러스터에** 설치해 주시기 바랍니다. +[Setup Prerequisite]({{< relref "docs/setup-kubernetes/setup-pre-requisite.md" >}})을 참고하여 Kubernetes를 설치하기 전에 필요한 요소들을 **클러스터에** 설치해 주시기 바랍니다. ### Minikube binary @@ -181,7 +181,7 @@ root@ubuntu:/home/mlops# minikube addons list ## 4. 쿠버네티스 기본 모듈 설치 -[Setup Kubernetes Modules]({{< relref "docs/setup/setup-kubernetes-module.md" >}})을 참고하여 다음 컴포넌트들을 설치해 주시기 바랍니다. +[Setup Kubernetes Modules]({{< relref "docs/setup-kubernetes/setup-kubernetes-module.md" >}})을 참고하여 다음 컴포넌트들을 설치해 주시기 바랍니다. - helm - kustomize diff --git a/content/en/docs/setup/kubernetes.md b/content/en/docs/setup-kubernetes/kubernetes.md similarity index 98% rename from content/en/docs/setup/kubernetes.md rename to content/en/docs/setup-kubernetes/kubernetes.md index 3bca0e8b..ffa5aabe 100644 --- a/content/en/docs/setup/kubernetes.md +++ b/content/en/docs/setup-kubernetes/kubernetes.md @@ -8,7 +8,7 @@ weight: 202 contributors: ["Jaeyeon Kim"] menu: docs: - parent: "setup" + parent: "setup-kubernetes" images: [] --- diff --git a/content/en/docs/setup/setup-kubernetes-module.md b/content/en/docs/setup-kubernetes/setup-kubernetes-module.md similarity index 99% rename from content/en/docs/setup/setup-kubernetes-module.md rename to content/en/docs/setup-kubernetes/setup-kubernetes-module.md index 4992d9e5..7289dddc 100644 --- a/content/en/docs/setup/setup-kubernetes-module.md +++ b/content/en/docs/setup-kubernetes/setup-kubernetes-module.md @@ -8,7 +8,7 @@ weight: 230 contributors: ["Jaeyeon Kim"] menu: docs: - parent: "setup" + parent: "setup-kubernetes" images: [] --- diff --git a/content/en/docs/setup/setup-nvidia-gpu.md b/content/en/docs/setup-kubernetes/setup-nvidia-gpu.md similarity index 99% rename from content/en/docs/setup/setup-nvidia-gpu.md rename to content/en/docs/setup-kubernetes/setup-nvidia-gpu.md index b945e55e..614f2108 100644 --- a/content/en/docs/setup/setup-nvidia-gpu.md +++ b/content/en/docs/setup-kubernetes/setup-nvidia-gpu.md @@ -8,7 +8,7 @@ weight: 231 contributors: ["Jaeyeon Kim"] menu: docs: - parent: "setup" + parent: "setup-kubernetes" images: [] --- diff --git a/content/en/docs/setup/setup-pre-requisite.md b/content/en/docs/setup-kubernetes/setup-pre-requisite.md similarity index 99% rename from content/en/docs/setup/setup-pre-requisite.md rename to content/en/docs/setup-kubernetes/setup-pre-requisite.md index 0751947d..fd32f7ba 100644 --- a/content/en/docs/setup/setup-pre-requisite.md +++ b/content/en/docs/setup-kubernetes/setup-pre-requisite.md @@ -8,7 +8,7 @@ weight: 210 contributors: ["Jaeyeon Kim"] menu: docs: - parent: "setup" + parent: "setup-kubernetes" images: [] --- diff --git a/content/en/docs/setup/install-components.md b/content/en/docs/setup/install-components.md deleted file mode 100644 index 95426a60..00000000 --- a/content/en/docs/setup/install-components.md +++ /dev/null @@ -1,24 +0,0 @@ ---- -title : "Install Components" -description: "구성요소 설치" -date: 2020-12-03T08:48:23+00:00 -lastmod: 2020-12-03T08:48:23+00:00 -draft: false -weight: 220 -contributors: ["Jaeyeon Kim"] -menu: - docs: - parent: "setup" -images: [] ---- - -이번에는 쿠버네티스 클러스터에 *모두의 MLOps*에서 다루는 구성요소들을 하나씩 설치해보겠습니다. - -## 목차 - -목차는 다음과 같습니다. - -- kubeflow -- mlflow & postgresql -- seldon-core & ambassador -- prometheus & grafana From af1d704d1328df8afdb8c3e5669e0d4791627a63 Mon Sep 17 00:00:00 2001 From: Jaeyeon Kim Date: Mon, 13 Dec 2021 18:35:42 +0900 Subject: [PATCH 8/8] resolve test --- content/en/docs/setup-components/install-components-pg.md | 2 +- content/en/docs/setup-components/install-components-seldon.md | 3 +-- 2 files changed, 2 insertions(+), 3 deletions(-) diff --git a/content/en/docs/setup-components/install-components-pg.md b/content/en/docs/setup-components/install-components-pg.md index 7529e640..2f51c571 100644 --- a/content/en/docs/setup-components/install-components-pg.md +++ b/content/en/docs/setup-components/install-components-pg.md @@ -96,4 +96,4 @@ prom-stack-prometheus-node-exporter-zkwq9 1/1 Running 0 prometheus-prom-stack-kube-prometheus-prometheus-0 2/2 Running 0 61s ``` -# TODO(jaeyeon.kim) 정상 설치 확인 UI 스크린샷 추가 +#### TODO(jaeyeon.kim) 정상 설치 확인 UI 스크린샷 추가 diff --git a/content/en/docs/setup-components/install-components-seldon.md b/content/en/docs/setup-components/install-components-seldon.md index 6b2b2f74..ad5273e4 100644 --- a/content/en/docs/setup-components/install-components-seldon.md +++ b/content/en/docs/setup-components/install-components-seldon.md @@ -144,5 +144,4 @@ kubectl get pod -n seldon-system | grep seldon-controller seldon-controller-manager-8457b8b5c7-r2frm 1/1 Running 0 2m22s ``` -# TODO (jaeyeon.kim) Seldon Deployment 생성 후, prometheus, grafana 연동 스크린샷 - +#### TODO (jaeyeon.kim) Seldon Deployment 생성 후, prometheus, grafana 연동 스크린샷