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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 | ||
appVersion: 1.8.0 | ||
description: A Helm chart for deploying a Streamlit app to Kubernetes | ||
name: streamlit | ||
type: application | ||
version: 0.5.0 |
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# Streamlit Helm Chart | ||
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Deploy your Streamlit application to Kubernetes the simple way with Helm. | ||
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This is clearly very hacky, and not in any way suitable for a production deployment. | ||
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## Usage | ||
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No need to deal with containers! | ||
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### 1. Add the Helm Chart repo. | ||
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`helm repo add samdobson https://samdobson.github.io/helm` | ||
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### 2. Load your application code to a configmap. | ||
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Save your app code as `streamlit_app.py`, then create a configmap, with: | ||
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`kubectl create configmap streamlit-appcode --from-file=streamlit_app.py` | ||
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(to understand why this is managed outside of the chart, see [Issue #2](https://github.com/samdobson/helm/issues/2). | ||
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### 3. Install the chart. | ||
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`helm install my-streamlit-app samdobson/streamlit` | ||
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## Why? | ||
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Sometimes you just want an easy way of deploying an existing Streamlit application, without messing with Docker and container registries. | ||
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This helm chart deploys a Python 3.10 [Streamlit Docker Image](https://hub.docker.com/repository/docker/samdobson/streamlit), stores your application code as [ConfigMap](https://kubernetes.io/docs/concepts/configuration/configmap/), mounts it as a [volume](https://kubernetes.io/docs/concepts/storage/volumes/) and executes it. | ||
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### Limitations | ||
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This quick and dirty approach will only work if your Streamlit app: | ||
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* Has a single file only. | ||
* Requires no additional libraries (you will need to build your own image, if this is the case). | ||
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Of course, this is absolutely *not* a secure / production-ready deployment method. |
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1. Get the application URL by running these commands: | ||
{{- if .Values.ingress.enabled }} | ||
{{- range $host := .Values.ingress.hosts }} | ||
{{- range .paths }} | ||
http{{ if $.Values.ingress.tls }}s{{ end }}://{{ $host.host }}{{ .path }} | ||
{{- end }} | ||
{{- end }} | ||
{{- else if contains "NodePort" .Values.service.type }} | ||
export NODE_PORT=$(kubectl get --namespace {{ .Release.Namespace }} -o jsonpath="{.spec.ports[0].nodePort}" services {{ include "streamlit.fullname" . }}) | ||
export NODE_IP=$(kubectl get nodes --namespace {{ .Release.Namespace }} -o jsonpath="{.items[0].status.addresses[0].address}") | ||
echo http://$NODE_IP:$NODE_PORT | ||
{{- else if contains "LoadBalancer" .Values.service.type }} | ||
NOTE: It may take a few minutes for the LoadBalancer IP to be available. | ||
You can watch the status of by running 'kubectl get --namespace {{ .Release.Namespace }} svc -w {{ include "streamlit.fullname" . }}' | ||
export SERVICE_IP=$(kubectl get svc --namespace {{ .Release.Namespace }} {{ include "streamlit.fullname" . }} --template "{{"{{ range (index .status.loadBalancer.ingress 0) }}{{.}}{{ end }}"}}") | ||
echo http://$SERVICE_IP:{{ .Values.service.port }} | ||
{{- else if contains "ClusterIP" .Values.service.type }} | ||
export POD_NAME=$(kubectl get pods --namespace {{ .Release.Namespace }} -l "app.kubernetes.io/name={{ include "streamlit.name" . }},app.kubernetes.io/instance={{ .Release.Name }}" -o jsonpath="{.items[0].metadata.name}") | ||
export CONTAINER_PORT=$(kubectl get pod --namespace {{ .Release.Namespace }} $POD_NAME -o jsonpath="{.spec.containers[0].ports[0].containerPort}") | ||
echo "Visit http://127.0.0.1:8080 to use your application" | ||
kubectl --namespace {{ .Release.Namespace }} port-forward $POD_NAME 8080:$CONTAINER_PORT | ||
{{- end }} |
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{{/* | ||
Expand the name of the chart. | ||
*/}} | ||
{{- define "streamlit.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 "streamlit.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 "streamlit.chart" -}} | ||
{{- printf "%s-%s" .Chart.Name .Chart.Version | replace "+" "_" | trunc 63 | trimSuffix "-" }} | ||
{{- end }} | ||
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{{/* | ||
Common labels | ||
*/}} | ||
{{- define "streamlit.labels" -}} | ||
helm.sh/chart: {{ include "streamlit.chart" . }} | ||
{{ include "streamlit.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 "streamlit.selectorLabels" -}} | ||
app.kubernetes.io/name: {{ include "streamlit.name" . }} | ||
app.kubernetes.io/instance: {{ .Release.Name }} | ||
{{- end }} | ||
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{{/* | ||
Create the name of the service account to use | ||
*/}} | ||
{{- define "streamlit.serviceAccountName" -}} | ||
{{- if .Values.serviceAccount.create }} | ||
{{- default (include "streamlit.fullname" .) .Values.serviceAccount.name }} | ||
{{- else }} | ||
{{- default "default" .Values.serviceAccount.name }} | ||
{{- end }} | ||
{{- end }} |
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apiVersion: apps/v1 | ||
kind: Deployment | ||
metadata: | ||
name: {{ include "streamlit.fullname" . }} | ||
labels: | ||
{{- include "streamlit.labels" . | nindent 4 }} | ||
spec: | ||
{{- if not .Values.autoscaling.enabled }} | ||
replicas: {{ .Values.replicaCount }} | ||
{{- end }} | ||
selector: | ||
matchLabels: | ||
{{- include "streamlit.selectorLabels" . | nindent 6 }} | ||
template: | ||
metadata: | ||
{{- with .Values.podAnnotations }} | ||
annotations: | ||
{{- toYaml . | nindent 8 }} | ||
{{- end }} | ||
labels: | ||
{{- include "streamlit.selectorLabels" . | nindent 8 }} | ||
spec: | ||
{{- with .Values.imagePullSecrets }} | ||
imagePullSecrets: | ||
{{- toYaml . | nindent 8 }} | ||
{{- end }} | ||
serviceAccountName: {{ include "streamlit.serviceAccountName" . }} | ||
securityContext: | ||
{{- toYaml .Values.podSecurityContext | nindent 8 }} | ||
containers: | ||
- name: {{ .Chart.Name }} | ||
volumeMounts: | ||
- mountPath: "/usr/src/app" | ||
name: app-code | ||
securityContext: | ||
{{- toYaml .Values.securityContext | nindent 12 }} | ||
image: "{{ .Values.image.repository }}:{{ .Values.image.tag | default .Chart.AppVersion }}" | ||
imagePullPolicy: {{ .Values.image.pullPolicy }} | ||
ports: | ||
- name: http | ||
containerPort: 8501 | ||
protocol: TCP | ||
livenessProbe: | ||
httpGet: | ||
path: / | ||
port: http | ||
readinessProbe: | ||
httpGet: | ||
path: / | ||
port: http | ||
resources: | ||
{{- toYaml .Values.resources | nindent 12 }} | ||
{{- with .Values.nodeSelector }} | ||
nodeSelector: | ||
{{- toYaml . | nindent 8 }} | ||
{{- end }} | ||
volumes: | ||
- name: app-code | ||
configMap: | ||
name: streamlit-appcode | ||
{{- with .Values.affinity }} | ||
affinity: | ||
{{- toYaml . | nindent 8 }} | ||
{{- end }} | ||
{{- with .Values.tolerations }} | ||
tolerations: | ||
{{- toYaml . | nindent 8 }} | ||
{{- end }} |
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{{- if .Values.autoscaling.enabled }} | ||
apiVersion: autoscaling/v2beta1 | ||
kind: HorizontalPodAutoscaler | ||
metadata: | ||
name: {{ include "streamlit.fullname" . }} | ||
labels: | ||
{{- include "streamlit.labels" . | nindent 4 }} | ||
spec: | ||
scaleTargetRef: | ||
apiVersion: apps/v1 | ||
kind: Deployment | ||
name: {{ include "streamlit.fullname" . }} | ||
minReplicas: {{ .Values.autoscaling.minReplicas }} | ||
maxReplicas: {{ .Values.autoscaling.maxReplicas }} | ||
metrics: | ||
{{- if .Values.autoscaling.targetCPUUtilizationPercentage }} | ||
- type: Resource | ||
resource: | ||
name: cpu | ||
targetAverageUtilization: {{ .Values.autoscaling.targetCPUUtilizationPercentage }} | ||
{{- end }} | ||
{{- if .Values.autoscaling.targetMemoryUtilizationPercentage }} | ||
- type: Resource | ||
resource: | ||
name: memory | ||
targetAverageUtilization: {{ .Values.autoscaling.targetMemoryUtilizationPercentage }} | ||
{{- end }} | ||
{{- end }} |
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{{- if .Values.ingress.enabled -}} | ||
{{- $fullName := include "streamlit.fullname" . -}} | ||
{{- $svcPort := .Values.service.port -}} | ||
{{- if and .Values.ingress.className (not (semverCompare ">=1.18-0" .Capabilities.KubeVersion.GitVersion)) }} | ||
{{- if not (hasKey .Values.ingress.annotations "kubernetes.io/ingress.class") }} | ||
{{- $_ := set .Values.ingress.annotations "kubernetes.io/ingress.class" .Values.ingress.className}} | ||
{{- end }} | ||
{{- end }} | ||
{{- if semverCompare ">=1.19-0" .Capabilities.KubeVersion.GitVersion -}} | ||
apiVersion: networking.k8s.io/v1 | ||
{{- else if semverCompare ">=1.14-0" .Capabilities.KubeVersion.GitVersion -}} | ||
apiVersion: networking.k8s.io/v1beta1 | ||
{{- else -}} | ||
apiVersion: extensions/v1beta1 | ||
{{- end }} | ||
kind: Ingress | ||
metadata: | ||
name: {{ $fullName }} | ||
labels: | ||
{{- include "streamlit.labels" . | nindent 4 }} | ||
{{- with .Values.ingress.annotations }} | ||
annotations: | ||
{{- toYaml . | nindent 4 }} | ||
{{- end }} | ||
spec: | ||
{{- if and .Values.ingress.className (semverCompare ">=1.18-0" .Capabilities.KubeVersion.GitVersion) }} | ||
ingressClassName: {{ .Values.ingress.className }} | ||
{{- end }} | ||
{{- if .Values.ingress.tls }} | ||
tls: | ||
{{- range .Values.ingress.tls }} | ||
- hosts: | ||
{{- range .hosts }} | ||
- {{ . | quote }} | ||
{{- end }} | ||
secretName: {{ .secretName }} | ||
{{- end }} | ||
{{- end }} | ||
rules: | ||
{{- range .Values.ingress.hosts }} | ||
- host: {{ .host | quote }} | ||
http: | ||
paths: | ||
{{- range .paths }} | ||
- path: {{ .path }} | ||
{{- if and .pathType (semverCompare ">=1.18-0" $.Capabilities.KubeVersion.GitVersion) }} | ||
pathType: {{ .pathType }} | ||
{{- end }} | ||
backend: | ||
{{- if semverCompare ">=1.19-0" $.Capabilities.KubeVersion.GitVersion }} | ||
service: | ||
name: {{ $fullName }} | ||
port: | ||
number: {{ $svcPort }} | ||
{{- else }} | ||
serviceName: {{ $fullName }} | ||
servicePort: {{ $svcPort }} | ||
{{- end }} | ||
{{- end }} | ||
{{- end }} | ||
{{- end }} |
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apiVersion: v1 | ||
kind: Service | ||
metadata: | ||
name: {{ include "streamlit.fullname" . }} | ||
labels: | ||
{{- include "streamlit.labels" . | nindent 4 }} | ||
spec: | ||
type: {{ .Values.service.type }} | ||
ports: | ||
- port: {{ .Values.service.port }} | ||
targetPort: http | ||
protocol: TCP | ||
name: http | ||
selector: | ||
{{- include "streamlit.selectorLabels" . | nindent 4 }} |
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{{- if .Values.serviceAccount.create -}} | ||
apiVersion: v1 | ||
kind: ServiceAccount | ||
metadata: | ||
name: {{ include "streamlit.serviceAccountName" . }} | ||
labels: | ||
{{- include "streamlit.labels" . | nindent 4 }} | ||
{{- with .Values.serviceAccount.annotations }} | ||
annotations: | ||
{{- toYaml . | nindent 4 }} | ||
{{- end }} | ||
{{- end }} |
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apiVersion: v1 | ||
kind: Pod | ||
metadata: | ||
name: "{{ include "streamlit.fullname" . }}-test-connection" | ||
labels: | ||
{{- include "streamlit.labels" . | nindent 4 }} | ||
annotations: | ||
"helm.sh/hook": test | ||
spec: | ||
containers: | ||
- name: wget | ||
image: busybox | ||
command: ['wget'] | ||
args: ['{{ include "streamlit.fullname" . }}:{{ .Values.service.port }}'] | ||
restartPolicy: Never |
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