First stab at deploying spark

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Micke Nordin 2024-06-28 12:03:43 +02:00
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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.
ci/
# Common VCS dirs
.git/
.gitignore
.bzr/
.bzrignore
.hg/
.hgignore
.svn/
# Common backup files
*.swp
*.bak
*.tmp
*.orig
*~
# Various IDEs
.project
.idea/
*.tmproj
.vscode/
# MacOS
.DS_Store
# helm-unittest
./tests
.debug
__snapshot__
# helm-docs
README.md.gotmpl

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apiVersion: v2
appVersion: v1beta2-1.6.1-3.5.0
description: A Helm chart for Spark on Kubernetes operator
home: https://github.com/kubeflow/spark-operator
keywords:
- spark
maintainers:
- email: yuchaoran2011@gmail.com
name: yuchaoran2011
name: spark-operator
version: 1.4.2

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# spark-operator
![Version: 1.4.2](https://img.shields.io/badge/Version-1.4.2-informational?style=flat-square) ![AppVersion: v1beta2-1.6.1-3.5.0](https://img.shields.io/badge/AppVersion-v1beta2--1.6.1--3.5.0-informational?style=flat-square)
A Helm chart for Spark on Kubernetes operator
**Homepage:** <https://github.com/kubeflow/spark-operator>
## Introduction
This chart bootstraps a [Kubernetes Operator for Apache Spark](https://github.com/kubeflow/spark-operator) deployment using the [Helm](https://helm.sh) package manager.
## Prerequisites
- Helm >= 3
- Kubernetes >= 1.16
## Previous Helm Chart
The previous `spark-operator` Helm chart hosted at [helm/charts](https://github.com/helm/charts) has been moved to this repository in accordance with the [Deprecation timeline](https://github.com/helm/charts#deprecation-timeline). Note that a few things have changed between this version and the old version:
- This repository **only** supports Helm chart installations using Helm 3+ since the `apiVersion` on the chart has been marked as `v2`.
- Previous versions of the Helm chart have not been migrated, and the version has been set to `1.0.0` at the onset. If you are looking for old versions of the chart, it's best to run `helm pull incubator/sparkoperator --version <your-version>` until you are ready to move to this repository's version.
- Several configuration properties have been changed, carefully review the [values](#values) section below to make sure you're aligned with the new values.
## Usage
### Add Helm Repo
```shell
helm repo add spark-operator https://kubeflow.github.io/spark-operator
helm repo update
```
See [helm repo](https://helm.sh/docs/helm/helm_repo) for command documentation.
### Install the chart
```shell
helm install [RELEASE_NAME] spark-operator/spark-operator
```
For example, if you want to create a release with name `spark-operator` in the `default` namespace:
```shell
helm install spark-operator spark-operator/spark-operator
```
Note that `helm` will fail to install if the namespace doesn't exist. Either create the namespace beforehand or pass the `--create-namespace` flag to the `helm install` command.
```shell
helm install spark-operator spark-operator/spark-operator \
--namespace spark-operator \
--create-namespace
```
See [helm install](https://helm.sh/docs/helm/helm_install) for command documentation.
### Upgrade the chart
```shell
helm upgrade [RELEASE_NAME] spark-operator/spark-operator [flags]
```
See [helm upgrade](https://helm.sh/docs/helm/helm_upgrade) for command documentation.
### Uninstall the chart
```shell
helm uninstall [RELEASE_NAME]
```
This removes all the Kubernetes resources associated with the chart and deletes the release, except for the `crds`, those will have to be removed manually.
See [helm uninstall](https://helm.sh/docs/helm/helm_uninstall) for command documentation.
## Values
| Key | Type | Default | Description |
|-----|------|---------|-------------|
| affinity | object | `{}` | Affinity for pod assignment |
| batchScheduler.enable | bool | `false` | Enable batch scheduler for spark jobs scheduling. If enabled, users can specify batch scheduler name in spark application |
| commonLabels | object | `{}` | Common labels to add to the resources |
| controllerThreads | int | `10` | Operator concurrency, higher values might increase memory usage |
| envFrom | list | `[]` | Pod environment variable sources |
| fullnameOverride | string | `""` | String to override release name |
| image.pullPolicy | string | `"IfNotPresent"` | Image pull policy |
| image.repository | string | `"docker.io/kubeflow/spark-operator"` | Image repository |
| image.tag | string | `""` | if set, override the image tag whose default is the chart appVersion. |
| imagePullSecrets | list | `[]` | Image pull secrets |
| ingressUrlFormat | string | `""` | Ingress URL format. Requires the UI service to be enabled by setting `uiService.enable` to true. |
| istio.enabled | bool | `false` | When using `istio`, spark jobs need to run without a sidecar to properly terminate |
| labelSelectorFilter | string | `""` | A comma-separated list of key=value, or key labels to filter resources during watch and list based on the specified labels. |
| leaderElection.lockName | string | `"spark-operator-lock"` | Leader election lock name. Ref: https://github.com/kubeflow/spark-operator/blob/master/docs/user-guide.md#enabling-leader-election-for-high-availability. |
| leaderElection.lockNamespace | string | `""` | Optionally store the lock in another namespace. Defaults to operator's namespace |
| logLevel | int | `2` | Set higher levels for more verbose logging |
| metrics.enable | bool | `true` | Enable prometheus metric scraping |
| metrics.endpoint | string | `"/metrics"` | Metrics serving endpoint |
| metrics.port | int | `10254` | Metrics port |
| metrics.portName | string | `"metrics"` | Metrics port name |
| metrics.prefix | string | `""` | Metric prefix, will be added to all exported metrics |
| nameOverride | string | `""` | String to partially override `spark-operator.fullname` template (will maintain the release name) |
| nodeSelector | object | `{}` | Node labels for pod assignment |
| podAnnotations | object | `{}` | Additional annotations to add to the pod |
| podLabels | object | `{}` | Additional labels to add to the pod |
| podMonitor | object | `{"enable":false,"jobLabel":"spark-operator-podmonitor","labels":{},"podMetricsEndpoint":{"interval":"5s","scheme":"http"}}` | Prometheus pod monitor for operator's pod. |
| podMonitor.enable | bool | `false` | If enabled, a pod monitor for operator's pod will be submitted. Note that prometheus metrics should be enabled as well. |
| podMonitor.jobLabel | string | `"spark-operator-podmonitor"` | The label to use to retrieve the job name from |
| podMonitor.labels | object | `{}` | Pod monitor labels |
| podMonitor.podMetricsEndpoint | object | `{"interval":"5s","scheme":"http"}` | Prometheus metrics endpoint properties. `metrics.portName` will be used as a port |
| podSecurityContext | object | `{}` | Pod security context |
| priorityClassName | string | `""` | A priority class to be used for running spark-operator pod. |
| rbac.annotations | object | `{}` | Optional annotations for rbac |
| rbac.create | bool | `false` | **DEPRECATED** use `createRole` and `createClusterRole` |
| rbac.createClusterRole | bool | `true` | Create and use RBAC `ClusterRole` resources |
| rbac.createRole | bool | `true` | Create and use RBAC `Role` resources |
| replicaCount | int | `1` | Desired number of pods, leaderElection will be enabled if this is greater than 1 |
| resourceQuotaEnforcement.enable | bool | `false` | Whether to enable the ResourceQuota enforcement for SparkApplication resources. Requires the webhook to be enabled by setting `webhook.enable` to true. Ref: https://github.com/kubeflow/spark-operator/blob/master/docs/user-guide.md#enabling-resource-quota-enforcement. |
| resources | object | `{}` | Pod resource requests and limits Note, that each job submission will spawn a JVM within the Spark Operator Pod using "/usr/local/openjdk-11/bin/java -Xmx128m". Kubernetes may kill these Java processes at will to enforce resource limits. When that happens, you will see the following error: 'failed to run spark-submit for SparkApplication [...]: signal: killed' - when this happens, you may want to increase memory limits. |
| resyncInterval | int | `30` | Operator resync interval. Note that the operator will respond to events (e.g. create, update) unrelated to this setting |
| securityContext | object | `{}` | Operator container security context |
| serviceAccounts.spark.annotations | object | `{}` | Optional annotations for the spark service account |
| serviceAccounts.spark.create | bool | `true` | Create a service account for spark apps |
| serviceAccounts.spark.name | string | `""` | Optional name for the spark service account |
| serviceAccounts.sparkoperator.annotations | object | `{}` | Optional annotations for the operator service account |
| serviceAccounts.sparkoperator.create | bool | `true` | Create a service account for the operator |
| serviceAccounts.sparkoperator.name | string | `""` | Optional name for the operator service account |
| sidecars | list | `[]` | Sidecar containers |
| sparkJobNamespaces | list | `[""]` | List of namespaces where to run spark jobs |
| tolerations | list | `[]` | List of node taints to tolerate |
| uiService.enable | bool | `true` | Enable UI service creation for Spark application |
| volumeMounts | list | `[]` | |
| volumes | list | `[]` | |
| webhook.enable | bool | `false` | Enable webhook server |
| webhook.namespaceSelector | string | `""` | The webhook server will only operate on namespaces with this label, specified in the form key1=value1,key2=value2. Empty string (default) will operate on all namespaces |
| webhook.objectSelector | string | `""` | The webhook will only operate on resources with this label/s, specified in the form key1=value1,key2=value2, OR key in (value1,value2). Empty string (default) will operate on all objects |
| webhook.port | int | `8080` | Webhook service port |
| webhook.portName | string | `"webhook"` | Webhook container port name and service target port name |
| webhook.timeout | int | `30` | The annotations applied to init job, required to restore certs deleted by the cleanup job during upgrade |
## Maintainers
| Name | Email | Url |
| ---- | ------ | --- |
| yuchaoran2011 | <yuchaoran2011@gmail.com> | |

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{{/* vim: set filetype=mustache: */}}
{{/*
Expand the name of the chart.
*/}}
{{- define "spark-operator.name" -}}
{{- default .Chart.Name .Values.nameOverride | trunc 63 | trimSuffix "-" -}}
{{- end -}}
{{/*
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 "spark-operator.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 -}}
{{/*
Create chart name and version as used by the chart label.
*/}}
{{- define "spark-operator.chart" -}}
{{- printf "%s-%s" .Chart.Name .Chart.Version | replace "+" "_" | trunc 63 | trimSuffix "-" -}}
{{- end -}}
{{/*
Common labels
*/}}
{{- define "spark-operator.labels" -}}
helm.sh/chart: {{ include "spark-operator.chart" . }}
{{ include "spark-operator.selectorLabels" . }}
{{- if .Values.commonLabels }}
{{ toYaml .Values.commonLabels }}
{{- end }}
{{- if .Chart.AppVersion }}
app.kubernetes.io/version: {{ .Chart.AppVersion | quote }}
{{- end }}
app.kubernetes.io/managed-by: {{ .Release.Service }}
{{- end }}
{{/*
Selector labels
*/}}
{{- define "spark-operator.selectorLabels" -}}
app.kubernetes.io/name: {{ include "spark-operator.name" . }}
app.kubernetes.io/instance: {{ .Release.Name }}
{{- end }}
{{/*
Create the name of the service account to be used by the operator
*/}}
{{- define "spark-operator.serviceAccountName" -}}
{{- if .Values.serviceAccounts.sparkoperator.create -}}
{{ default (include "spark-operator.fullname" .) .Values.serviceAccounts.sparkoperator.name }}
{{- else -}}
{{ default "default" .Values.serviceAccounts.sparkoperator.name }}
{{- end -}}
{{- end -}}
{{/*
Create the name of the service account to be used by spark apps
*/}}
{{- define "spark.serviceAccountName" -}}
{{- if .Values.serviceAccounts.spark.create -}}
{{- $sparkServiceaccount := printf "%s-%s" .Release.Name "spark" -}}
{{ default $sparkServiceaccount .Values.serviceAccounts.spark.name }}
{{- else -}}
{{ default "default" .Values.serviceAccounts.spark.name }}
{{- end -}}
{{- end -}}

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# If the admission webhook is enabled, then a post-install step is required
# to generate and install the secret in the operator namespace.
# In the post-install hook, the token corresponding to the operator service account
# is used to authenticate with the Kubernetes API server to install the secret bundle.
{{- $jobNamespaces := .Values.sparkJobNamespaces | default list }}
---
apiVersion: apps/v1
kind: Deployment
metadata:
name: {{ include "spark-operator.fullname" . }}
labels:
{{- include "spark-operator.labels" . | nindent 4 }}
spec:
replicas: {{ .Values.replicaCount }}
selector:
matchLabels:
{{- include "spark-operator.selectorLabels" . | nindent 6 }}
strategy:
type: Recreate
template:
metadata:
{{- if or .Values.podAnnotations .Values.metrics.enable }}
annotations:
{{- if .Values.metrics.enable }}
prometheus.io/scrape: "true"
prometheus.io/port: "{{ .Values.metrics.port }}"
prometheus.io/path: {{ .Values.metrics.endpoint }}
{{- end }}
{{- if .Values.podAnnotations }}
{{- toYaml .Values.podAnnotations | trim | nindent 8 }}
{{- end }}
{{- end }}
labels:
{{- include "spark-operator.selectorLabels" . | nindent 8 }}
{{- with .Values.podLabels }}
{{- toYaml . | trim | nindent 8 }}
{{- end }}
spec:
serviceAccountName: {{ include "spark-operator.serviceAccountName" . }}
{{- with .Values.imagePullSecrets }}
imagePullSecrets:
{{- toYaml . | nindent 8 }}
{{- end }}
securityContext:
{{- toYaml .Values.podSecurityContext | nindent 8 }}
containers:
- name: {{ .Chart.Name }}
image: {{ .Values.image.repository }}:{{ default .Chart.AppVersion .Values.image.tag }}
imagePullPolicy: {{ .Values.image.pullPolicy }}
{{- if gt (int .Values.replicaCount) 1 }}
env:
- name: POD_NAME
valueFrom:
fieldRef:
apiVersion: v1
fieldPath: metadata.name
{{- end }}
envFrom:
{{- toYaml .Values.envFrom | nindent 10 }}
securityContext:
{{- toYaml .Values.securityContext | nindent 10 }}
{{- if or .Values.metrics.enable .Values.webhook.enable }}
ports:
{{ if .Values.metrics.enable -}}
- name: {{ .Values.metrics.portName | quote }}
containerPort: {{ .Values.metrics.port }}
{{- end }}
{{ if .Values.webhook.enable -}}
- name: {{ .Values.webhook.portName | quote }}
containerPort: {{ .Values.webhook.port }}
{{- end }}
{{ end -}}
args:
- -v={{ .Values.logLevel }}
- -logtostderr
{{- if eq (len $jobNamespaces) 1 }}
- -namespace={{ index $jobNamespaces 0 }}
{{- end }}
- -enable-ui-service={{ .Values.uiService.enable}}
- -ingress-url-format={{ .Values.ingressUrlFormat }}
- -controller-threads={{ .Values.controllerThreads }}
- -resync-interval={{ .Values.resyncInterval }}
- -enable-batch-scheduler={{ .Values.batchScheduler.enable }}
- -label-selector-filter={{ .Values.labelSelectorFilter }}
{{- if .Values.metrics.enable }}
- -enable-metrics=true
- -metrics-labels=app_type
- -metrics-port={{ .Values.metrics.port }}
- -metrics-endpoint={{ .Values.metrics.endpoint }}
- -metrics-prefix={{ .Values.metrics.prefix }}
{{- end }}
{{- if .Values.webhook.enable }}
- -enable-webhook=true
- -webhook-secret-name={{ include "spark-operator.webhookSecretName" . }}
- -webhook-secret-namespace={{ .Release.Namespace }}
- -webhook-svc-name={{ include "spark-operator.webhookServiceName" . }}
- -webhook-svc-namespace={{ .Release.Namespace }}
- -webhook-config-name={{ include "spark-operator.fullname" . }}-webhook-config
- -webhook-port={{ .Values.webhook.port }}
- -webhook-timeout={{ .Values.webhook.timeout }}
- -webhook-namespace-selector={{ .Values.webhook.namespaceSelector }}
- -webhook-object-selector={{ .Values.webhook.objectSelector }}
{{- end }}
- -enable-resource-quota-enforcement={{ .Values.resourceQuotaEnforcement.enable }}
{{- if gt (int .Values.replicaCount) 1 }}
- -leader-election=true
- -leader-election-lock-namespace={{ default .Release.Namespace .Values.leaderElection.lockNamespace }}
- -leader-election-lock-name={{ .Values.leaderElection.lockName }}
{{- end }}
{{- with .Values.resources }}
resources:
{{- toYaml . | nindent 10 }}
{{- end }}
{{- with .Values.volumeMounts }}
volumeMounts:
{{- toYaml . | nindent 10 }}
{{- end }}
{{- with .Values.sidecars }}
{{- toYaml . | nindent 6 }}
{{- end }}
{{- with .Values.volumes }}
volumes:
{{- toYaml . | nindent 8 }}
{{- end }}
{{- if .Values.priorityClassName }}
priorityClassName: {{ .Values.priorityClassName }}
{{- end }}
{{- with .Values.nodeSelector }}
nodeSelector:
{{- toYaml . | nindent 8 }}
{{- end }}
{{- with .Values.affinity }}
affinity:
{{- toYaml . | nindent 8 }}
{{- end }}
{{- with .Values.tolerations }}
tolerations:
{{- toYaml . | nindent 8 }}
{{- end }}

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{{ if and .Values.metrics.enable .Values.podMonitor.enable }}
apiVersion: monitoring.coreos.com/v1
kind: PodMonitor
metadata:
name: {{ include "spark-operator.name" . -}}-podmonitor
labels: {{ toYaml .Values.podMonitor.labels | nindent 4 }}
spec:
podMetricsEndpoints:
- interval: {{ .Values.podMonitor.podMetricsEndpoint.interval }}
port: {{ .Values.metrics.portName | quote }}
scheme: {{ .Values.podMonitor.podMetricsEndpoint.scheme }}
jobLabel: {{ .Values.podMonitor.jobLabel }}
namespaceSelector:
matchNames:
- {{ .Release.Namespace }}
selector:
matchLabels:
{{- include "spark-operator.selectorLabels" . | nindent 6 }}
{{ end }}

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{{- if or .Values.rbac.create .Values.rbac.createClusterRole -}}
apiVersion: rbac.authorization.k8s.io/v1
kind: ClusterRole
metadata:
name: {{ include "spark-operator.fullname" . }}
labels:
{{- include "spark-operator.labels" . | nindent 4 }}
{{- with .Values.rbac.annotations }}
annotations:
{{- toYaml . | nindent 4 }}
{{- end }}
rules:
- apiGroups:
- ""
resources:
- pods
- persistentvolumeclaims
verbs:
- "*"
- apiGroups:
- ""
resources:
- services
- configmaps
- secrets
verbs:
- create
- get
- delete
- update
- patch
- apiGroups:
- extensions
- networking.k8s.io
resources:
- ingresses
verbs:
- create
- get
- delete
- apiGroups:
- ""
resources:
- nodes
verbs:
- get
- apiGroups:
- ""
resources:
- events
verbs:
- create
- update
- patch
- apiGroups:
- ""
resources:
- resourcequotas
verbs:
- get
- list
- watch
- apiGroups:
- apiextensions.k8s.io
resources:
- customresourcedefinitions
verbs:
- get
- apiGroups:
- admissionregistration.k8s.io
resources:
- mutatingwebhookconfigurations
- validatingwebhookconfigurations
verbs:
- create
- get
- update
- delete
- apiGroups:
- sparkoperator.k8s.io
resources:
- sparkapplications
- sparkapplications/status
- sparkapplications/finalizers
- scheduledsparkapplications
- scheduledsparkapplications/status
- scheduledsparkapplications/finalizers
verbs:
- "*"
{{- if .Values.batchScheduler.enable }}
# required for the `volcano` batch scheduler
- apiGroups:
- scheduling.incubator.k8s.io
- scheduling.sigs.dev
- scheduling.volcano.sh
resources:
- podgroups
verbs:
- "*"
{{- end }}
{{ if .Values.webhook.enable }}
- apiGroups:
- batch
resources:
- jobs
verbs:
- delete
{{- end }}
{{- if gt (int .Values.replicaCount) 1 }}
- apiGroups:
- coordination.k8s.io
resources:
- leases
resourceNames:
- {{ .Values.leaderElection.lockName }}
verbs:
- get
- update
- patch
- delete
- apiGroups:
- coordination.k8s.io
resources:
- leases
verbs:
- create
{{- end }}
---
apiVersion: rbac.authorization.k8s.io/v1
kind: ClusterRoleBinding
metadata:
name: {{ include "spark-operator.fullname" . }}
labels:
{{- include "spark-operator.labels" . | nindent 4 }}
{{- with .Values.rbac.annotations }}
annotations:
{{- toYaml . | nindent 4 }}
{{- end }}
subjects:
- kind: ServiceAccount
name: {{ include "spark-operator.serviceAccountName" . }}
namespace: {{ .Release.Namespace }}
roleRef:
kind: ClusterRole
name: {{ include "spark-operator.fullname" . }}
apiGroup: rbac.authorization.k8s.io
{{- end }}

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{{- if .Values.serviceAccounts.sparkoperator.create }}
apiVersion: v1
kind: ServiceAccount
metadata:
name: {{ include "spark-operator.serviceAccountName" . }}
labels:
{{- include "spark-operator.labels" . | nindent 4 }}
{{- with .Values.serviceAccounts.sparkoperator.annotations }}
annotations:
{{- toYaml . | nindent 4 }}
{{- end }}
{{- end }}

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{{- if or .Values.rbac.create .Values.rbac.createRole }}
{{- $jobNamespaces := .Values.sparkJobNamespaces | default list }}
{{- range $jobNamespace := $jobNamespaces }}
---
apiVersion: rbac.authorization.k8s.io/v1
kind: Role
metadata:
name: spark-role
namespace: {{ $jobNamespace }}
labels:
{{- include "spark-operator.labels" $ | nindent 4 }}
rules:
- apiGroups:
- ""
resources:
- pods
- services
- configmaps
- persistentvolumeclaims
verbs:
- "*"
---
apiVersion: rbac.authorization.k8s.io/v1
kind: RoleBinding
metadata:
name: spark
namespace: {{ $jobNamespace }}
labels:
{{- include "spark-operator.labels" $ | nindent 4 }}
subjects:
- kind: ServiceAccount
name: {{ include "spark.serviceAccountName" $ }}
namespace: {{ $jobNamespace }}
roleRef:
kind: Role
name: spark-role
apiGroup: rbac.authorization.k8s.io
{{- end }}
{{- end }}

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{{- if .Values.serviceAccounts.spark.create }}
{{- range $sparkJobNamespace := .Values.sparkJobNamespaces | default (list .Release.Namespace) }}
---
apiVersion: v1
kind: ServiceAccount
metadata:
name: {{ include "spark.serviceAccountName" $ }}
namespace: {{ $sparkJobNamespace }}
{{- with $.Values.serviceAccounts.spark.annotations }}
annotations: {{ toYaml . | nindent 4 }}
{{- end }}
labels: {{ include "spark-operator.labels" $ | nindent 4 }}
{{- end }}
{{- end }}

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{{/*
Create the name of the secret to be used by webhook
*/}}
{{- define "spark-operator.webhookSecretName" -}}
{{ include "spark-operator.fullname" . }}-webhook-certs
{{- end -}}
{{/*
Create the name of the service to be used by webhook
*/}}
{{- define "spark-operator.webhookServiceName" -}}
{{ include "spark-operator.fullname" . }}-webhook-svc
{{- end -}}

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{{- if .Values.webhook.enable -}}
apiVersion: v1
kind: Secret
metadata:
name: {{ include "spark-operator.webhookSecretName" . }}
labels:
{{- include "spark-operator.labels" . | nindent 4 }}
data:
ca-key.pem: ""
ca-cert.pem: ""
server-key.pem: ""
server-cert.pem: ""
{{- end }}

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{{- if .Values.webhook.enable -}}
apiVersion: v1
kind: Service
metadata:
name: {{ include "spark-operator.webhookServiceName" . }}
labels:
{{- include "spark-operator.labels" . | nindent 4 }}
spec:
selector:
{{- include "spark-operator.selectorLabels" . | nindent 4 }}
ports:
- port: 443
targetPort: {{ .Values.webhook.portName | quote }}
name: {{ .Values.webhook.portName }}
{{- end }}

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suite: Test spark operator deployment
templates:
- deployment.yaml
release:
name: spark-operator
tests:
- it: Should contain namespace arg when sparkJobNamespaces is equal to 1
set:
sparkJobNamespaces:
- ns1
asserts:
- contains:
path: spec.template.spec.containers[0].args
content: -namespace=ns1
- it: Should add pod annotations if podAnnotations is set
set:
podAnnotations:
key1: value1
key2: value2
asserts:
- equal:
path: spec.template.metadata.annotations.key1
value: value1
- equal:
path: spec.template.metadata.annotations.key2
value: value2
- it: Should add prometheus annotations if metrics.enable is true
set:
metrics:
enable: true
port: 10254
endpoint: /metrics
asserts:
- equal:
path: spec.template.metadata.annotations["prometheus.io/scrape"]
value: "true"
- equal:
path: spec.template.metadata.annotations["prometheus.io/port"]
value: "10254"
- equal:
path: spec.template.metadata.annotations["prometheus.io/path"]
value: /metrics
- it: Should add secrets if imagePullSecrets is set
set:
imagePullSecrets:
- name: test-secret1
- name: test-secret2
asserts:
- equal:
path: spec.template.spec.imagePullSecrets[0].name
value: test-secret1
- equal:
path: spec.template.spec.imagePullSecrets[1].name
value: test-secret2
- it: Should add pod securityContext if podSecurityContext is set
set:
podSecurityContext:
runAsUser: 1000
runAsGroup: 2000
fsGroup: 3000
asserts:
- equal:
path: spec.template.spec.securityContext.runAsUser
value: 1000
- equal:
path: spec.template.spec.securityContext.runAsGroup
value: 2000
- equal:
path: spec.template.spec.securityContext.fsGroup
value: 3000
- it: Should use the specified image repository if image.repository and image.tag is set
set:
image:
repository: test-repository
tag: test-tag
asserts:
- equal:
path: spec.template.spec.containers[0].image
value: test-repository:test-tag
- it: Should use the specified image pull policy if image.pullPolicy is set
set:
image:
pullPolicy: Always
asserts:
- equal:
path: spec.template.spec.containers[0].imagePullPolicy
value: Always
- it: Should add container securityContext if securityContext is set
set:
securityContext:
runAsUser: 1000
runAsGroup: 2000
fsGroup: 3000
asserts:
- equal:
path: spec.template.spec.containers[0].securityContext.runAsUser
value: 1000
- equal:
path: spec.template.spec.containers[0].securityContext.runAsGroup
value: 2000
- equal:
path: spec.template.spec.containers[0].securityContext.fsGroup
value: 3000
- it: Should add metric ports if metrics.enable is true
set:
metrics:
enable: true
port: 10254
portName: metrics
asserts:
- contains:
path: spec.template.spec.containers[0].ports
content:
name: metrics
containerPort: 10254
count: 1
- it: Should add webhook ports if webhook.enable is true
set:
webhook:
enable: true
port: 8080
portName: webhook
asserts:
- contains:
path: spec.template.spec.containers[0].ports
content:
name: webhook
containerPort: 8080
count: 1
- it: Should add resources if resources is set
set:
resources:
requests:
memory: "64Mi"
cpu: "250m"
limits:
memory: "128Mi"
cpu: "500m"
asserts:
- equal:
path: spec.template.spec.containers[0].resources
value:
requests:
memory: "64Mi"
cpu: "250m"
limits:
memory: "128Mi"
cpu: "500m"
- it: Should add sidecars if sidecars is set
set:
sidecars:
- name: sidecar1
image: sidecar-image1
- name: sidecar2
image: sidecar-image2
asserts:
- contains:
path: spec.template.spec.containers
content:
name: sidecar1
image: sidecar-image1
count: 1
- contains:
path: spec.template.spec.containers
content:
name: sidecar2
image: sidecar-image2
count: 1
- it: Should add volumes if volumes is set
set:
volumes:
- name: volume1
emptyDir: {}
- name: volume2
emptyDir: {}
asserts:
- contains:
path: spec.template.spec.volumes
content:
name: volume1
emptyDir: {}
count: 1
- contains:
path: spec.template.spec.volumes
content:
name: volume2
emptyDir: {}
count: 1
- it: Should add volume mounts if volumeMounts is set
set:
volumeMounts:
- name: volume1
mountPath: /volume1
- name: volume2
mountPath: /volume2
asserts:
- contains:
path: spec.template.spec.containers[0].volumeMounts
content:
name: volume1
mountPath: /volume1
count: 1
- contains:
path: spec.template.spec.containers[0].volumeMounts
content:
name: volume2
mountPath: /volume2
count: 1
- it: Should add nodeSelector if nodeSelector is set
set:
nodeSelector:
key1: value1
key2: value2
asserts:
- equal:
path: spec.template.spec.nodeSelector.key1
value: value1
- equal:
path: spec.template.spec.nodeSelector.key2
value: value2
- it: Should add affinity if affinity is set
set:
affinity:
nodeAffinity:
requiredDuringSchedulingIgnoredDuringExecution:
nodeSelectorTerms:
- matchExpressions:
- key: topology.kubernetes.io/zone
operator: In
values:
- antarctica-east1
- antarctica-west1
preferredDuringSchedulingIgnoredDuringExecution:
- weight: 1
preference:
matchExpressions:
- key: another-node-label-key
operator: In
values:
- another-node-label-value
asserts:
- equal:
path: spec.template.spec.affinity
value:
nodeAffinity:
requiredDuringSchedulingIgnoredDuringExecution:
nodeSelectorTerms:
- matchExpressions:
- key: topology.kubernetes.io/zone
operator: In
values:
- antarctica-east1
- antarctica-west1
preferredDuringSchedulingIgnoredDuringExecution:
- weight: 1
preference:
matchExpressions:
- key: another-node-label-key
operator: In
values:
- another-node-label-value
- it: Should add tolerations if tolerations is set
set:
tolerations:
- key: key1
operator: Equal
value: value1
effect: NoSchedule
- key: key2
operator: Exists
effect: NoSchedule
asserts:
- equal:
path: spec.template.spec.tolerations
value:
- key: key1
operator: Equal
value: value1
effect: NoSchedule
- key: key2
operator: Exists
effect: NoSchedule

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suite: Test spark operator rbac
templates:
- rbac.yaml
release:
name: spark-operator
tests:
- it: Should not render spark operator rbac resources if rbac.create is false and rbac.createClusterRole is false
set:
rbac:
create: false
createClusterRole: false
asserts:
- hasDocuments:
count: 0
- it: Should render spark operator cluster role if rbac.create is true
set:
rbac:
create: true
documentIndex: 0
asserts:
- containsDocument:
apiVersion: rbac.authorization.k8s.io/v1
kind: ClusterRole
name: spark-operator
- it: Should render spark operator cluster role if rbac.createClusterRole is true
set:
rbac:
createClusterRole: true
documentIndex: 0
asserts:
- containsDocument:
apiVersion: rbac.authorization.k8s.io/v1
kind: ClusterRole
name: spark-operator
- it: Should render spark operator cluster role binding if rbac.create is true
set:
rbac:
create: true
documentIndex: 1
asserts:
- containsDocument:
apiVersion: rbac.authorization.k8s.io/v1
kind: ClusterRoleBinding
name: spark-operator
- it: Should render spark operator cluster role binding correctly if rbac.createClusterRole is true
set:
rbac:
createClusterRole: true
release:
documentIndex: 1
asserts:
- containsDocument:
apiVersion: rbac.authorization.k8s.io/v1
kind: ClusterRoleBinding
name: spark-operator
- contains:
path: subjects
content:
kind: ServiceAccount
name: spark-operator
namespace: NAMESPACE
count: 1
- equal:
path: roleRef
value:
kind: ClusterRole
name: spark-operator
apiGroup: rbac.authorization.k8s.io
- it: Should add extra annotations to spark operator cluster role if rbac.annotations is set
set:
rbac:
annotations:
key1: value1
key2: value2
documentIndex: 0
asserts:
- equal:
path: metadata.annotations.key1
value: value1
- equal:
path: metadata.annotations.key2
value: value2

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suite: Test spark operator service account
templates:
- serviceaccount.yaml
release:
name: spark-operator
tests:
- it: Should not render service account if serviceAccounts.sparkoperator.create is false
set:
serviceAccounts:
sparkoperator:
create: false
asserts:
- hasDocuments:
count: 0
- it: Should render service account if serviceAccounts.sparkoperator.create is true
set:
serviceAccounts:
sparkoperator:
create: true
asserts:
- containsDocument:
apiVersion: v1
kind: ServiceAccount
name: spark-operator
- it: Should use the specified service account name if serviceAccounts.sparkoperator.name is set
set:
serviceAccounts:
sparkoperator:
name: custom-service-account
asserts:
- containsDocument:
apiVersion: v1
kind: ServiceAccount
name: custom-service-account
- it: Should add extra annotations if serviceAccounts.sparkoperator.annotations is set
set:
serviceAccounts:
sparkoperator:
annotations:
key1: value1
key2: value2
asserts:
- equal:
path: metadata.annotations.key1
value: value1
- equal:
path: metadata.annotations.key2
value: value2

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suite: Test spark rbac
templates:
- spark-rbac.yaml
release:
name: spark-operator
tests:
- it: Should not render spark rbac resources if rbac.create is false and rbac.createRole is false
set:
rbac:
create: false
createRole: false
asserts:
- hasDocuments:
count: 0
- it: Should render spark role if rbac.create is true
set:
rbac:
create: true
documentIndex: 0
asserts:
- containsDocument:
apiVersion: rbac.authorization.k8s.io/v1
kind: Role
name: spark-role
- it: Should render spark role if rbac.createRole is true
set:
rbac:
createRole: true
documentIndex: 0
asserts:
- containsDocument:
apiVersion: rbac.authorization.k8s.io/v1
kind: Role
name: spark-role
- it: Should render spark role binding if rbac.create is true
set:
rbac:
create: true
documentIndex: 1
asserts:
- containsDocument:
apiVersion: rbac.authorization.k8s.io/v1
kind: RoleBinding
name: spark
- it: Should render spark role binding if rbac.createRole is true
set:
rbac:
createRole: true
documentIndex: 1
asserts:
- containsDocument:
apiVersion: rbac.authorization.k8s.io/v1
kind: RoleBinding
name: spark
- it: Should create a single spark role with namespace "" by default
documentIndex: 0
asserts:
- containsDocument:
apiVersion: rbac.authorization.k8s.io/v1
kind: Role
name: spark-role
namespace: ""
- it: Should create a single spark role binding with namespace "" by default
values:
- ../values.yaml
documentIndex: 1
asserts:
- containsDocument:
apiVersion: rbac.authorization.k8s.io/v1
kind: RoleBinding
name: spark
namespace: ""
- it: Should render multiple spark roles if sparkJobNamespaces is set with multiple values
set:
sparkJobNamespaces:
- ns1
- ns2
documentIndex: 0
asserts:
- containsDocument:
apiVersion: rbac.authorization.k8s.io/v1
kind: Role
name: spark-role
namespace: ns1
- it: Should render multiple spark role bindings if sparkJobNamespaces is set with multiple values
set:
sparkJobNamespaces:
- ns1
- ns2
documentIndex: 1
asserts:
- containsDocument:
apiVersion: rbac.authorization.k8s.io/v1
kind: RoleBinding
name: spark
namespace: ns1
- it: Should render multiple spark roles if sparkJobNamespaces is set with multiple values
set:
sparkJobNamespaces:
- ns1
- ns2
documentIndex: 2
asserts:
- containsDocument:
apiVersion: rbac.authorization.k8s.io/v1
kind: Role
name: spark-role
namespace: ns2
- it: Should render multiple spark role bindings if sparkJobNamespaces is set with multiple values
set:
sparkJobNamespaces:
- ns1
- ns2
documentIndex: 3
asserts:
- containsDocument:
apiVersion: rbac.authorization.k8s.io/v1
kind: RoleBinding
name: spark
namespace: ns2

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suite: Test spark service account
templates:
- spark-serviceaccount.yaml
release:
name: spark-operator
tests:
- it: Should not render service account if serviceAccounts.spark.create is false
set:
serviceAccounts:
spark:
create: false
asserts:
- hasDocuments:
count: 0
- it: Should render service account if serviceAccounts.spark.create is true
set:
serviceAccounts:
spark:
create: true
asserts:
- containsDocument:
apiVersion: v1
kind: ServiceAccount
name: spark-operator-spark
- it: Should use the specified service account name if serviceAccounts.spark.name is set
set:
serviceAccounts:
spark:
name: spark
asserts:
- containsDocument:
apiVersion: v1
kind: ServiceAccount
name: spark
- it: Should add extra annotations if serviceAccounts.spark.annotations is set
set:
serviceAccounts:
spark:
annotations:
key1: value1
key2: value2
asserts:
- equal:
path: metadata.annotations.key1
value: value1
- equal:
path: metadata.annotations.key2
value: value2
- it: Should create multiple service accounts if sparkJobNamespaces is set
set:
serviceAccounts:
spark:
name: spark
sparkJobNamespaces:
- ns1
- ns2
- ns3
documentIndex: 0
asserts:
- hasDocuments:
count: 3
- containsDocument:
apiVersion: v1
kind: ServiceAccount
name: spark
namespace: ns1
- it: Should create multiple service accounts if sparkJobNamespaces is set
set:
serviceAccounts:
spark:
name: spark
sparkJobNamespaces:
- ns1
- ns2
- ns3
documentIndex: 1
asserts:
- hasDocuments:
count: 3
- containsDocument:
apiVersion: v1
kind: ServiceAccount
name: spark
namespace: ns2
- it: Should create multiple service accounts if sparkJobNamespaces is set
set:
serviceAccounts:
spark:
name: spark
sparkJobNamespaces:
- ns1
- ns2
- ns3
documentIndex: 2
asserts:
- hasDocuments:
count: 3
- containsDocument:
apiVersion: v1
kind: ServiceAccount
name: spark
namespace: ns3

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suite: Test spark operator webhook secret
templates:
- webhook/secret.yaml
release:
name: spark-operator
namespace: spark-operator
tests:
- it: Should not render the webhook secret if webhook.enable is false
asserts:
- hasDocuments:
count: 0
- it: Should render the webhook secret with empty data fields
set:
webhook:
enable: true
asserts:
- containsDocument:
apiVersion: v1
kind: Secret
name: spark-operator-webhook-certs
- equal:
path: data
value:
ca-key.pem: ""
ca-cert.pem: ""
server-key.pem: ""
server-cert.pem: ""

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suite: Test spark operator webhook service
templates:
- webhook/service.yaml
release:
name: spark-operator
tests:
- it: Should not render the webhook service if webhook.enable is false
set:
webhook:
enable: false
asserts:
- hasDocuments:
count: 0
- it: Should render the webhook service correctly if webhook.enable is true
set:
webhook:
enable: true
portName: webhook
asserts:
- containsDocument:
apiVersion: v1
kind: Service
name: spark-operator-webhook-svc
- equal:
path: spec.ports[0]
value:
port: 443
targetPort: webhook
name: webhook

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# Default values for spark-operator.
# This is a YAML-formatted file.
# Declare variables to be passed into your templates.
# -- Common labels to add to the resources
commonLabels: {}
# replicaCount -- Desired number of pods, leaderElection will be enabled
# if this is greater than 1
replicaCount: 1
image:
# -- Image repository
repository: docker.io/kubeflow/spark-operator
# -- Image pull policy
pullPolicy: IfNotPresent
# -- if set, override the image tag whose default is the chart appVersion.
tag: ""
# -- Image pull secrets
imagePullSecrets: []
# -- String to partially override `spark-operator.fullname` template (will maintain the release name)
nameOverride: ""
# -- String to override release name
fullnameOverride: ""
rbac:
# -- **DEPRECATED** use `createRole` and `createClusterRole`
create: false
# -- Create and use RBAC `Role` resources
createRole: true
# -- Create and use RBAC `ClusterRole` resources
createClusterRole: true
# -- Optional annotations for rbac
annotations: {}
serviceAccounts:
spark:
# -- Create a service account for spark apps
create: true
# -- Optional name for the spark service account
name: ""
# -- Optional annotations for the spark service account
annotations: {}
sparkoperator:
# -- Create a service account for the operator
create: true
# -- Optional name for the operator service account
name: ""
# -- Optional annotations for the operator service account
annotations: {}
# -- List of namespaces where to run spark jobs
sparkJobNamespaces:
- ""
# - ns1
# -- Operator concurrency, higher values might increase memory usage
controllerThreads: 10
# -- Operator resync interval. Note that the operator will respond to events (e.g. create, update)
# unrelated to this setting
resyncInterval: 30
uiService:
# -- Enable UI service creation for Spark application
enable: true
# -- Ingress URL format.
# Requires the UI service to be enabled by setting `uiService.enable` to true.
ingressUrlFormat: ""
# -- Set higher levels for more verbose logging
logLevel: 2
# -- Pod environment variable sources
envFrom: []
# podSecurityContext -- Pod security context
podSecurityContext: {}
# securityContext -- Operator container security context
securityContext: {}
# sidecars -- Sidecar containers
sidecars: []
# volumes - Operator volumes
volumes: []
# volumeMounts - Operator volumeMounts
volumeMounts: []
webhook:
# -- Enable webhook server
enable: false
# -- Webhook service port
port: 8080
# -- Webhook container port name and service target port name
portName: webhook
# -- The webhook server will only operate on namespaces with this label, specified in the form key1=value1,key2=value2.
# Empty string (default) will operate on all namespaces
namespaceSelector: ""
# -- The webhook will only operate on resources with this label/s, specified in the form key1=value1,key2=value2, OR key in (value1,value2).
# Empty string (default) will operate on all objects
objectSelector: ""
# -- The annotations applied to init job, required to restore certs deleted by the cleanup job during upgrade
timeout: 30
metrics:
# -- Enable prometheus metric scraping
enable: true
# -- Metrics port
port: 10254
# -- Metrics port name
portName: metrics
# -- Metrics serving endpoint
endpoint: /metrics
# -- Metric prefix, will be added to all exported metrics
prefix: ""
# -- Prometheus pod monitor for operator's pod.
podMonitor:
# -- If enabled, a pod monitor for operator's pod will be submitted. Note that prometheus metrics should be enabled as well.
enable: false
# -- Pod monitor labels
labels: {}
# -- The label to use to retrieve the job name from
jobLabel: spark-operator-podmonitor
# -- Prometheus metrics endpoint properties. `metrics.portName` will be used as a port
podMetricsEndpoint:
scheme: http
interval: 5s
# nodeSelector -- Node labels for pod assignment
nodeSelector: {}
# tolerations -- List of node taints to tolerate
tolerations: []
# affinity -- Affinity for pod assignment
affinity: {}
# podAnnotations -- Additional annotations to add to the pod
podAnnotations: {}
# podLabels -- Additional labels to add to the pod
podLabels: {}
# resources -- Pod resource requests and limits
# Note, that each job submission will spawn a JVM within the Spark Operator Pod using "/usr/local/openjdk-11/bin/java -Xmx128m".
# Kubernetes may kill these Java processes at will to enforce resource limits. When that happens, you will see the following error:
# 'failed to run spark-submit for SparkApplication [...]: signal: killed' - when this happens, you may want to increase memory limits.
resources: {}
# limits:
# cpu: 100m
# memory: 300Mi
# requests:
# cpu: 100m
# memory: 300Mi
batchScheduler:
# -- Enable batch scheduler for spark jobs scheduling. If enabled, users can specify batch scheduler name in spark application
enable: false
resourceQuotaEnforcement:
# -- Whether to enable the ResourceQuota enforcement for SparkApplication resources.
# Requires the webhook to be enabled by setting `webhook.enable` to true.
# Ref: https://github.com/kubeflow/spark-operator/blob/master/docs/user-guide.md#enabling-resource-quota-enforcement.
enable: false
leaderElection:
# -- Leader election lock name.
# Ref: https://github.com/kubeflow/spark-operator/blob/master/docs/user-guide.md#enabling-leader-election-for-high-availability.
lockName: "spark-operator-lock"
# -- Optionally store the lock in another namespace. Defaults to operator's namespace
lockNamespace: ""
istio:
# -- When using `istio`, spark jobs need to run without a sidecar to properly terminate
enabled: false
# labelSelectorFilter -- A comma-separated list of key=value, or key labels to filter resources during watch and list based on the specified labels.
labelSelectorFilter: ""
# priorityClassName -- A priority class to be used for running spark-operator pod.
priorityClassName: ""

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---
apiVersion: kustomize.config.k8s.io/v1beta1
kind: Kustomization

View file

@ -0,0 +1,13 @@
---
apiVersion: kustomize.config.k8s.io/v1beta1
kind: Kustomization
resources: [../../base/]
helmCharts:
- includeCRDs: true
name: spark
releaseName: spark
valuesFile: ./values/values.yaml
version: 1.4.2
namespace: spark
helmGlobals:
chartHome: ../../base/charts/

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# -- Common labels to add to the resources
commonLabels: {}
# replicaCount -- Desired number of pods, leaderElection will be enabled
# if this is greater than 1
replicaCount: 3
image:
# -- Image repository
repository: docker.io/kubeflow/spark-operator
# -- Image pull policy
pullPolicy: IfNotPresent
# -- if set, override the image tag whose default is the chart appVersion.
tag: ""
# -- Image pull secrets
imagePullSecrets: []
rbac:
# -- Create and use RBAC `Role` resources
createRole: true
# -- Create and use RBAC `ClusterRole` resources
createClusterRole: true
serviceAccounts:
spark:
# -- Create a service account for spark apps
create: true
# -- Optional name for the spark service account
name: ""
# -- Optional annotations for the spark service account
annotations: {}
sparkoperator:
# -- Create a service account for the operator
create: true
# -- Optional name for the operator service account
name: ""
# -- Optional annotations for the operator service account
annotations: {}
# -- List of namespaces where to run spark jobs
sparkJobNamespaces:
- "spark"
# -- Operator concurrency, higher values might increase memory usage
controllerThreads: 10
# -- Operator resync interval. Note that the operator will respond to events (e.g. create, update)
# unrelated to this setting
resyncInterval: 30
uiService:
# -- Enable UI service creation for Spark application
enable: true
# -- Ingress URL format.
# Requires the UI service to be enabled by setting `uiService.enable` to true.
ingressUrlFormat: ""
# -- Set higher levels for more verbose logging
logLevel: 2
# -- Pod environment variable sources
envFrom: []
# podSecurityContext -- Pod security context
podSecurityContext: {}
# securityContext -- Operator container security context
securityContext: {}
# sidecars -- Sidecar containers
sidecars: []
# volumes - Operator volumes
volumes: []
# volumeMounts - Operator volumeMounts
volumeMounts: []
webhook:
# -- Enable webhook server
enable: false
# -- Webhook service port
port: 8080
# -- Webhook container port name and service target port name
portName: webhook
# -- The webhook server will only operate on namespaces with this label, specified in the form key1=value1,key2=value2.
# Empty string (default) will operate on all namespaces
namespaceSelector: ""
# -- The webhook will only operate on resources with this label/s, specified in the form key1=value1,key2=value2, OR key in (value1,value2).
# Empty string (default) will operate on all objects
objectSelector: ""
# -- The annotations applied to init job, required to restore certs deleted by the cleanup job during upgrade
timeout: 30
metrics:
# -- Enable prometheus metric scraping
enable: true
# -- Metrics port
port: 10254
# -- Metrics port name
portName: metrics
# -- Metrics serving endpoint
endpoint: /metrics
# -- Metric prefix, will be added to all exported metrics
prefix: ""
# -- Prometheus pod monitor for operator's pod.
podMonitor:
# -- If enabled, a pod monitor for operator's pod will be submitted. Note that prometheus metrics should be enabled as well.
enable: false
# -- Pod monitor labels
labels: {}
# -- The label to use to retrieve the job name from
jobLabel: spark-operator-podmonitor
# -- Prometheus metrics endpoint properties. `metrics.portName` will be used as a port
podMetricsEndpoint:
scheme: http
interval: 5s
# nodeSelector -- Node labels for pod assignment
nodeSelector: {}
# tolerations -- List of node taints to tolerate
tolerations: []
# affinity -- Affinity for pod assignment
affinity: {}
# podAnnotations -- Additional annotations to add to the pod
podAnnotations: {}
# podLabels -- Additional labels to add to the pod
podLabels: {}
# resources -- Pod resource requests and limits
# Note, that each job submission will spawn a JVM within the Spark Operator Pod using "/usr/local/openjdk-11/bin/java -Xmx128m".
# Kubernetes may kill these Java processes at will to enforce resource limits. When that happens, you will see the following error:
# 'failed to run spark-submit for SparkApplication [...]: signal: killed' - when this happens, you may want to increase memory limits.
resources: {}
# limits:
# cpu: 100m
# memory: 300Mi
# requests:
# cpu: 100m
# memory: 300Mi
batchScheduler:
# -- Enable batch scheduler for spark jobs scheduling. If enabled, users can specify batch scheduler name in spark application
enable: false
resourceQuotaEnforcement:
# -- Whether to enable the ResourceQuota enforcement for SparkApplication resources.
# Requires the webhook to be enabled by setting `webhook.enable` to true.
# Ref: https://github.com/kubeflow/spark-operator/blob/master/docs/user-guide.md#enabling-resource-quota-enforcement.
enable: false
leaderElection:
# -- Leader election lock name.
# Ref: https://github.com/kubeflow/spark-operator/blob/master/docs/user-guide.md#enabling-leader-election-for-high-availability.
lockName: "spark-operator-lock"