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* add kf-notebooks chart * update notebook name from pytorch to jupyter --------- Co-authored-by: Sameer Kulkarni <sameer@acalvio.io>
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# Patterns to ignore when building packages. | ||
# This supports shell glob matching, relative path matching, and | ||
# negation (prefixed with !). Only one pattern per line. | ||
.DS_Store | ||
# Common VCS dirs | ||
.git/ | ||
.gitignore | ||
.bzr/ | ||
.bzrignore | ||
.hg/ | ||
.hgignore | ||
.svn/ | ||
# Common backup files | ||
*.swp | ||
*.bak | ||
*.tmp | ||
*.orig | ||
*~ | ||
# Various IDEs | ||
.project | ||
.idea/ | ||
*.tmproj | ||
.vscode/ |
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apiVersion: v2 | ||
name: kf-notebooks | ||
description: Helm chart for deploying KubeFlow Notebooks | ||
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# A chart can be either an 'application' or a 'library' chart. | ||
# | ||
# Application charts are a collection of templates that can be packaged into versioned archives | ||
# to be deployed. | ||
# | ||
# Library charts provide useful utilities or functions for the chart developer. They're included as | ||
# a dependency of application charts to inject those utilities and functions into the rendering | ||
# pipeline. Library charts do not define any templates and therefore cannot be deployed. | ||
type: application | ||
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||
# This is the chart version. This version number should be incremented each time you make changes | ||
# to the chart and its templates, including the app version. | ||
# Versions are expected to follow Semantic Versioning (https://semver.org/) | ||
version: 0.1.0 | ||
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# This is the version number of the application being deployed. This version number should be | ||
# incremented each time you make changes to the application. Versions are not expected to | ||
# follow Semantic Versioning. They should reflect the version the application is using. | ||
# It is recommended to use it with quotes. | ||
appVersion: "v1.9.0" | ||
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keywords: | ||
- kubeflow | ||
- notebooks | ||
- ai-apps | ||
- ai-notebooks | ||
- ai-ml | ||
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sources: | ||
- https://github.com/kubeflow/kubeflow |
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# KF-Notebooks | ||
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A helm chart to deploy the [Kubeflow Notebooks](https://www.kubeflow.org/docs/components/notebooks/) on a Kubernetes cluster. | ||
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## Setup Helm Repository | ||
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```bash | ||
helm repo add infracloud-charts https://infracloudio.github.io/charts | ||
helm repo update | ||
``` | ||
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See [helm repo](https://helm.sh/docs/helm/helm_repo/) for command documentation. | ||
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## Installing the Chart | ||
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To install the chart with the release name `kf-notebooks`: | ||
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```bash | ||
helm install kf-notebooks infracloud-charts/kf-notebooks | ||
``` | ||
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## Uninstalling the Chart | ||
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To uninstall the `kf-notebooks` deployment: | ||
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```bash | ||
helm uninstall kf-notebooks | ||
``` | ||
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The command removes all the Kubernetes components associated with the chart and deletes the release. | ||
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## Parameters | ||
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The following table lists the configurable parameters of the KF-Notebooks chart and their default values. | ||
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| Parameter | Description | Default | | ||
|-----------|-------------|---------| | ||
| `global.storageClassName` | Global storage class name | `""` | | ||
| `nameOverride` | String to partially override kf-notebooks.fullname template | `""` | | ||
| `fullnameOverride` | String to fully override kf-notebooks.fullname template | `""` | | ||
| `service.enabled` | Enable service creation | `true` | | ||
| `service.port` | Service port | `80` | | ||
| `service.type` | Service type | `ClusterIP` | | ||
| `notebooks.jupyter.enabled` | Enable Jupyter notebook | `false` | | ||
| `notebooks.jupyter.name` | Jupyter notebook name | `jupyter-pytorch-cuda` | | ||
| `notebooks.jupyter.image.repository` | Jupyter notebook image repository | `kubeflownotebookswg/jupyter-pytorch-cuda-full` | | ||
| `notebooks.jupyter.image.tag` | Jupyter notebook image tag | `v1.9.0` | | ||
| `notebooks.jupyter.image.pullPolicy` | Jupyter notebook image pull policy | `IfNotPresent` | | ||
| `notebooks.jupyter.resources` | Jupyter notebook resources | See `values.yaml` for defaults | | ||
| `notebooks.jupyter.storage.size` | Jupyter notebook storage size | `5Gi` | | ||
| `notebooks.vscode.enabled` | Enable VSCode notebook | `false` | | ||
| `notebooks.vscode.name` | VSCode notebook name | `codeserver-python` | | ||
| `notebooks.vscode.image.repository` | VSCode notebook image repository | `kubeflownotebookswg/codeserver-python` | | ||
| `notebooks.vscode.image.tag` | VSCode notebook image tag | `v1.9.0` | | ||
| `notebooks.vscode.image.pullPolicy` | VSCode notebook image pull policy | `IfNotPresent` | | ||
| `notebooks.vscode.resources` | VSCode notebook resources | See `values.yaml` for defaults | | ||
| `notebooks.vscode.storage.size` | VSCode notebook storage size | `5Gi` | | ||
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Specify each parameter using the `--set key=value[,key=value]` argument to `helm install`. For example, |
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Thank you for installing {{ .Chart.Name }}. | ||
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Your release is named {{ .Release.Name }}. | ||
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To learn more about the release, try: | ||
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$ helm status {{ .Release.Name }} | ||
$ helm get all {{ .Release.Name }} | ||
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{{- if not (.Capabilities.APIVersions.Has "kubeflow.org/v1") }} | ||
WARNING: The Notebook custom resource is not available in your cluster. | ||
Please make sure Kubeflow is installed properly before using this chart. | ||
{{- else }} | ||
The following Notebooks have been created: | ||
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{{- if .Values.notebooks.jupyter.enabled }} | ||
- Jupyter Notebook: {{ include "kf-notebooks.fullname" . }}-{{ .Values.notebooks.jupyter.name }} | ||
{{- end }} | ||
{{- if .Values.notebooks.vscode.enabled }} | ||
- VSCode Notebook: {{ include "kf-notebooks.fullname" . }}-{{ .Values.notebooks.vscode.name }} | ||
{{- end }} | ||
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{{- if .Values.service.enabled }} | ||
To access the notebooks, use port-forwarding: | ||
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{{- if .Values.notebooks.jupyter.enabled }} | ||
$ kubectl port-forward svc/{{ include "kf-notebooks.fullname" . }}-{{ .Values.notebooks.jupyter.name }} {{ .Values.service.port }}:{{ .Values.service.port }} | ||
{{- end }} | ||
{{- if .Values.notebooks.vscode.enabled }} | ||
$ kubectl port-forward svc/{{ include "kf-notebooks.fullname" . }}-{{ .Values.notebooks.vscode.name }} {{ .Values.service.port }}:{{ .Values.service.port }} | ||
{{- end }} | ||
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Then open your browser and navigate to http://localhost:{{ .Values.service.port }} | ||
{{- end }} | ||
{{- end }} |
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{{/* | ||
Expand the name of the chart. | ||
*/}} | ||
{{- define "kf-notebooks.name" -}} | ||
{{- default .Chart.Name .Values.nameOverride | trunc 63 | trimSuffix "-" }} | ||
{{- end }} | ||
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{{/* | ||
Create a default fully qualified app name. | ||
We truncate at 63 chars because some Kubernetes name fields are limited to this (by the DNS naming spec). | ||
If release name contains chart name it will be used as a full name. | ||
*/}} | ||
{{- define "kf-notebooks.fullname" -}} | ||
{{- if .Values.fullnameOverride }} | ||
{{- .Values.fullnameOverride | trunc 63 | trimSuffix "-" }} | ||
{{- else }} | ||
{{- $name := default .Chart.Name .Values.nameOverride }} | ||
{{- if contains $name .Release.Name }} | ||
{{- .Release.Name | trunc 63 | trimSuffix "-" }} | ||
{{- else }} | ||
{{- printf "%s-%s" .Release.Name $name | trunc 63 | trimSuffix "-" }} | ||
{{- end }} | ||
{{- end }} | ||
{{- end }} | ||
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{{/* | ||
Create chart name and version as used by the chart label. | ||
*/}} | ||
{{- define "kf-notebooks.chart" -}} | ||
{{- printf "%s-%s" .Chart.Name .Chart.Version | replace "+" "_" | trunc 63 | trimSuffix "-" }} | ||
{{- end }} | ||
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{{/* | ||
Common labels | ||
*/}} | ||
{{- define "kf-notebooks.labels" -}} | ||
helm.sh/chart: {{ include "kf-notebooks.chart" . }} | ||
{{ include "kf-notebooks.selectorLabels" . }} | ||
{{- if .Chart.AppVersion }} | ||
app.kubernetes.io/version: {{ .Chart.AppVersion | quote }} | ||
{{- end }} | ||
app.kubernetes.io/managed-by: {{ .Release.Service }} | ||
{{- end }} | ||
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{{/* | ||
Selector labels | ||
*/}} | ||
{{- define "kf-notebooks.selectorLabels" -}} | ||
app.kubernetes.io/name: {{ include "kf-notebooks.name" . }} | ||
app.kubernetes.io/instance: {{ .Release.Name }} | ||
{{- end }} | ||
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{{/* | ||
Check if Notebook CRD is installed | ||
*/}} | ||
{{- define "kf-notebooks.checkNotebookCRD" -}} | ||
{{- if not (.Capabilities.APIVersions.Has "kubeflow.org/v1") -}} | ||
{{- fail "Notebook CRD is not installed in the cluster. Please install Kubeflow first." -}} | ||
{{- end -}} | ||
{{- end -}} |
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{{- range $key, $notebook := .Values.notebooks }} | ||
{{- if $notebook.enabled }} | ||
--- | ||
apiVersion: v1 | ||
kind: PersistentVolumeClaim | ||
metadata: | ||
name: {{ include "kf-notebooks.fullname" $ }}-{{ $notebook.name }}-workspace | ||
labels: | ||
{{- include "kf-notebooks.labels" $ | nindent 4 }} | ||
app: {{ $notebook.name }} | ||
spec: | ||
accessModes: | ||
- ReadWriteOnce | ||
resources: | ||
requests: | ||
storage: {{ $notebook.storage.size }} | ||
{{- if $.Values.global.storageClassName }} | ||
storageClassName: {{ $.Values.global.storageClassName }} | ||
{{- end }} | ||
{{- end }} | ||
{{- end }} |
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{{- if .Values.notebooks.jupyter.enabled }} | ||
{{- include "kf-notebooks.checkNotebookCRD" . }} | ||
apiVersion: kubeflow.org/v1 | ||
kind: Notebook | ||
metadata: | ||
name: {{ include "kf-notebooks.fullname" . }}-{{ .Values.notebooks.jupyter.name }} | ||
labels: | ||
{{- include "kf-notebooks.labels" . | nindent 4 }} | ||
app: {{ .Values.notebooks.jupyter.name }} | ||
spec: | ||
template: | ||
spec: | ||
containers: | ||
- name: {{ .Values.notebooks.jupyter.name }} | ||
image: "{{ .Values.notebooks.jupyter.image.repository }}:{{ .Values.notebooks.jupyter.image.tag | default .Chart.AppVersion }}" | ||
imagePullPolicy: {{ .Values.notebooks.jupyter.image.pullPolicy }} | ||
resources: | ||
{{- toYaml .Values.notebooks.jupyter.resources | nindent 10 }} | ||
volumeMounts: | ||
- mountPath: /dev/shm | ||
name: dshm | ||
- mountPath: /home/jovyan | ||
name: workspace | ||
volumes: | ||
- emptyDir: | ||
medium: Memory | ||
name: dshm | ||
- name: workspace | ||
persistentVolumeClaim: | ||
claimName: {{ include "kf-notebooks.fullname" . }}-{{ .Values.notebooks.jupyter.name }}-workspace | ||
{{- end }} |
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{{- if .Values.service.enabled }} | ||
{{- range $key, $notebook := .Values.notebooks }} | ||
{{- if $notebook.enabled }} | ||
--- | ||
apiVersion: v1 | ||
kind: Service | ||
metadata: | ||
name: {{ include "kf-notebooks.fullname" $ }}-{{ $notebook.name }} | ||
labels: | ||
{{- include "kf-notebooks.labels" $ | nindent 4 }} | ||
app: {{ $notebook.name }} | ||
spec: | ||
type: {{ $.Values.service.type }} | ||
ports: | ||
- port: {{ $.Values.service.port }} | ||
targetPort: 8888 | ||
protocol: TCP | ||
selector: | ||
app: {{ $notebook.name }} | ||
{{- end }} | ||
{{- end }} | ||
{{- end }} |
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{{- if .Values.notebooks.vscode.enabled }} | ||
{{- include "kf-notebooks.checkNotebookCRD" . }} | ||
apiVersion: kubeflow.org/v1 | ||
kind: Notebook | ||
metadata: | ||
name: {{ include "kf-notebooks.fullname" . }}-{{ .Values.notebooks.vscode.name }} | ||
labels: | ||
{{- include "kf-notebooks.labels" . | nindent 4 }} | ||
app: {{ .Values.notebooks.vscode.name }} | ||
spec: | ||
template: | ||
spec: | ||
containers: | ||
- name: {{ .Values.notebooks.vscode.name }} | ||
image: "{{ .Values.notebooks.vscode.image.repository }}:{{ .Values.notebooks.vscode.image.tag | default .Chart.AppVersion }}" | ||
imagePullPolicy: {{ .Values.notebooks.vscode.image.pullPolicy }} | ||
resources: | ||
{{- toYaml .Values.notebooks.vscode.resources | nindent 10 }} | ||
volumeMounts: | ||
- mountPath: /dev/shm | ||
name: dshm | ||
- mountPath: /home/jovyan | ||
name: workspace | ||
volumes: | ||
- emptyDir: | ||
medium: Memory | ||
name: dshm | ||
- name: workspace | ||
persistentVolumeClaim: | ||
claimName: {{ include "kf-notebooks.fullname" . }}-{{ .Values.notebooks.vscode.name }}-workspace | ||
{{- end }} |
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# Global settings | ||
global: | ||
storageClassName: "" | ||
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# Common settings | ||
commonLabels: {} | ||
commonAnnotations: {} | ||
nameOverride: "" | ||
fullnameOverride: "" | ||
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# Service settings | ||
service: | ||
enabled: true | ||
port: 80 | ||
type: ClusterIP | ||
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# Notebook settings | ||
notebooks: | ||
jupyter: | ||
enabled: false | ||
name: jupyter-pytorch-cuda | ||
image: | ||
repository: kubeflownotebookswg/jupyter-pytorch-cuda-full | ||
tag: "" | ||
pullPolicy: IfNotPresent | ||
resources: | ||
limits: | ||
cpu: "0.6" | ||
memory: 1.2Gi | ||
nvidia.com/gpu: "1" | ||
requests: | ||
cpu: "0.5" | ||
memory: 1Gi | ||
storage: | ||
size: 5Gi | ||
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vscode: | ||
enabled: false | ||
name: codeserver-python | ||
image: | ||
repository: kubeflownotebookswg/codeserver-python | ||
tag: "" | ||
pullPolicy: IfNotPresent | ||
resources: | ||
limits: | ||
cpu: "0.6" | ||
memory: 1.2Gi | ||
requests: | ||
cpu: "0.5" | ||
memory: 1Gi | ||
storage: | ||
size: 5Gi |