A Helm chart for deploying kubeflow pipelines standalone service.
Kubernetes cluster [Tested with k3s https://k3s.io/]
kubectl client 1.22
kubernetes server 1.22
helm v3.8.0
helm install <RELEASE_NAME> ./helm/
Wait for deployments to come up
kubectl get deployments
NAME READY UP-TO-DATE AVAILABLE AGE
pipeline-ui 1/1 1 1 3d23h
viewer-crd 1/1 1 1 3d23h
scheduled-workflow 1/1 1 1 3d23h
metadata-envoy 1/1 1 1 3d23h
persistence-agent 1/1 1 1 3d23h
argo-workflow-controller 1/1 1 1 3d23h
metadata-writer 1/1 1 1 3d23h
visualization-server 1/1 1 1 3d23h
minio 1/1 1 1 3d23h
metadata-grpc 1/1 1 1 3d23h
pipeline-api 1/1 1 1 3d23h
port-worward to the frontend service
kubectl port-forward svc/pipeline-ui 3000:80
Use your browser to access kf-pipelines on http://localhost.3000
| Repository | Name | Version |
|---|---|---|
| https://charts.bitnami.com/bitnami | minio | 10.1.9 |
| https://charts.bitnami.com/bitnami | mysql | 8.8.23 |
| Key | Type | Default | Description |
|---|---|---|---|
| argo.affinity | object | {} |
|
| argo.argoworkflowcontroller.image | string | "gcr.io/ml-pipeline/google/pipelines/argoworkflowcontroller:1.8.0" |
|
| argo.executor.image | string | "gcr.io/ml-pipeline/google/pipelines/argoexecutor:1.8.0" |
|
| argo.nodeSelector | object | {} |
|
| argo.priorityClassName | object | {} |
|
| argo.resources | object | {} |
|
| argo.securityContext | object | {} |
|
| argo.tolerations | object | {} |
|
| executor.emissary | bool | false |
|
| managedstorage.enabled | bool | false |
|
| metadata.envoy.affinity | object | {} |
|
| metadata.envoy.image | string | "gcr.io/ml-pipeline/google/pipelines/metadataenvoy:1.8.0" |
|
| metadata.envoy.nodeSelector | object | {} |
|
| metadata.envoy.priorityClassName | object | {} |
|
| metadata.envoy.resources | object | {} |
|
| metadata.envoy.securityContext | object | {} |
|
| metadata.envoy.tolerations | object | {} |
|
| metadata.grpc.affinity | object | {} |
|
| metadata.grpc.image | string | "gcr.io/ml-pipeline/google/pipelines/metadataserver:1.8.0" |
|
| metadata.grpc.nodeSelector | object | {} |
|
| metadata.grpc.priorityClassName | object | {} |
|
| metadata.grpc.resources | object | {} |
|
| metadata.grpc.securityContext | object | {} |
|
| metadata.grpc.tolerations | object | {} |
|
| metadata.writer.affinity | object | {} |
|
| metadata.writer.image | string | "gcr.io/ml-pipeline/google/pipelines/metadatawriter:1.8.0" |
|
| metadata.writer.nodeSelector | object | {} |
|
| metadata.writer.priorityClassName | object | {} |
|
| metadata.writer.resources | object | {} |
|
| metadata.writer.securityContext | object | {} |
|
| metadata.writer.tolerations | object | {} |
|
| minio.disableWebUI | bool | false |
|
| minio.fullnameOverride | string | "minio" |
|
| minio.mode | string | "standalone" |
|
| minio.persistence.enabled | bool | true |
|
| minio.persistence.size | string | "1Gi" |
|
| minio.replicas | int | 4 |
|
| mysql.auth.database | string | "kubeflow" |
|
| mysql.auth.existingSecret | string | "mysql-secret" |
|
| mysql.auth.username | string | "kubeflow" |
|
| mysql.fullnameOverride | string | "mysql" |
|
| mysql.image.tag | float | 5.7 |
|
| pipeline.api.affinity | object | {} |
|
| pipeline.api.image | string | "gcr.io/ml-pipeline/google/pipelines/apiserver:1.8.0" |
|
| pipeline.api.nodeSelector | object | {} |
|
| pipeline.api.priorityClassName | object | {} |
|
| pipeline.api.resources | object | {} |
|
| pipeline.api.securityContext | object | {} |
|
| pipeline.api.tolerations | object | {} |
|
| pipeline.persistenceagent.affinity | object | {} |
|
| pipeline.persistenceagent.image | string | "gcr.io/ml-pipeline/google/pipelines/persistenceagent:1.8.0" |
|
| pipeline.persistenceagent.nodeSelector | object | {} |
|
| pipeline.persistenceagent.priorityClassName | object | {} |
|
| pipeline.persistenceagent.resources | object | {} |
|
| pipeline.persistenceagent.securityContext | object | {} |
|
| pipeline.persistenceagent.tolerations | object | {} |
|
| pipeline.scheduledworkflow.affinity | object | {} |
|
| pipeline.scheduledworkflow.image | string | "gcr.io/ml-pipeline/google/pipelines/scheduledworkflow:1.8.0" |
|
| pipeline.scheduledworkflow.nodeSelector | object | {} |
|
| pipeline.scheduledworkflow.priorityClassName | object | {} |
|
| pipeline.scheduledworkflow.resources | object | {} |
|
| pipeline.scheduledworkflow.securityContext | object | {} |
|
| pipeline.scheduledworkflow.tolerations | object | {} |
|
| pipeline.ui.affinity | object | {} |
|
| pipeline.ui.image | string | "gcr.io/ml-pipeline/google/pipelines/frontend:1.8.0" |
|
| pipeline.ui.ingress.tls.certsSecret | string | nil |
|
| pipeline.ui.nodeSelector | object | {} |
|
| pipeline.ui.priorityClassName | object | {} |
|
| pipeline.ui.resources | object | {} |
|
| pipeline.ui.securityContext | object | {} |
|
| pipeline.ui.tolerations | object | {} |
|
| pipeline.viewer.affinity | object | {} |
|
| pipeline.viewer.image | string | "gcr.io/ml-pipeline/google/pipelines/viewercrd:1.8.0" |
|
| pipeline.viewer.nodeSelector | object | {} |
|
| pipeline.viewer.priorityClassName | object | {} |
|
| pipeline.viewer.resources | object | {} |
|
| pipeline.viewer.securityContext | object | {} |
|
| pipeline.viewer.tolerations | object | {} |
|
| pipeline.visualisationserver.affinity | object | {} |
|
| pipeline.visualisationserver.image | string | "gcr.io/ml-pipeline/google/pipelines/visualizationserver:1.8.0" |
|
| pipeline.visualisationserver.nodeSelector | object | {} |
|
| pipeline.visualisationserver.priorityClassName | object | {} |
|
| pipeline.visualisationserver.resources | object | {} |
|
| pipeline.visualisationserver.securityContext | object | {} |
|
| pipeline.visualisationserver.tolerations | object | {} |