# This file should not be used to deploy a DataSciencePipelinesApplication

# It's main purpose is to show all possible fields that can be configured

# Note that you cannot specify all fields, some are mutually exclusive

# For example, you can only specify either a miniodb deployment or

# externalstorage connection, but not both

apiVersion: datasciencepipelinesapplications.opendatahub.io/v1alpha1

kind: DataSciencePipelinesApplication

metadata:

name: sample

namespace: data-science-project

spec:

dspVersion: v2

apiServer:

deploy: true

image: quay.io/opendatahub/ds-pipelines-api-server:latest

argoLauncherImage: quay.io/org/kfp-launcher:latest

argoDriverImage: quay.io/org/kfp-driver:latest

resources:

requests:

cpu: 250m

memory: 500Mi

limits:

cpu: 500m

memory: 1Gi

CABundleFileMountPath: /your/certbundle/path.crt

CABundleFileName: certbundlefilename.crt

# requires this configmap to be created beforehand,

cABundle:

configMapKey: keyname

configMapName: configmapname

# requires this configmap to be created beforehand,

customServerConfigMap:

name: configmapname

key: keyname

# the following are v1 specific options in spec.apiServer.*

applyTektonCustomResource: true

archiveLogs: false

artifactImage: quay.io/opendatahub/ds-pipelines-artifact-manager:latest

cacheImage: registry.access.redhat.com/ubi8/ubi-minimal:8.8

moveResultsImage: busybox

injectDefaultScript: true

stripEOF: true

terminateStatus: Cancelled

trackArtifacts: true

dbConfigConMaxLifetimeSec: 120

collectMetrics: true

autoUpdatePipelineDefaultVersion: true

persistenceAgent:

deploy: true

image: quay.io/modh/odh-ml-pipelines-persistenceagent-container:v1.18.0-8

numWorkers: 2 # Number of worker for sync job.

resources:

requests:

cpu: 120m

memory: 500Mi

limits:

cpu: 250m

memory: 1Gi

scheduledWorkflow:

deploy: true

image: quay.io/modh/odh-ml-pipelines-scheduledworkflow-container:v1.18.0-8

cronScheduleTimezone: UTC

resources:

requests:

cpu: 120m

memory: 100Mi

limits:

cpu: 250m

memory: 250Mi

mlpipelineUI:

deploy: true

image: quay.io/opendatahub/odh-ml-pipelines-frontend-container:beta-ui

resources:

limits:

cpu: 100m

memory: 256Mi

requests:

cpu: 100m

memory: 256Mi

# requires this configmap to be created beforehandd

configMap: ds-pipeline-ui-configmap

# deploys an optional ML-Metadata Component

mlmd:

deploy: true

envoy:

image: quay.io/opendatahub/ds-pipelines-metadata-envoy:1.7.0

resources:

limits:

cpu: 100m

memory: 256Mi

requests:

cpu: 100m

memory: 256Mi

grpc:

image: quay.io/opendatahub/ds-pipelines-metadata-grpc:1.0.0

port: "8080"

resources:

limits:

cpu: 100m

memory: 256Mi

requests:

cpu: 100m

memory: 256Mi

database:

disableHealthCheck: false

# possible values for tls: true, false, skip-verify

# this field can also be used to add other dsn parameters:

# https://github.com/go-sql-driver/mysql?tab=readme-ov-file#dsn-data-source-name

customExtraParams: |

{"tls":"true"}

mariaDB: # mutually exclusive with externalDB

deploy: true

image: registry.redhat.io/rhel8/mariadb-103:1-188

username: mlpipeline

pipelineDBName: randomDBName

pvcSize: 20Gi

storageClassName: nonDefaultSC

resources:

requests:

cpu: 300m

memory: 800Mi

limits:

cpu: "1"

memory: 1Gi

# requires this configmap to be created before hand,

# otherwise operator will not deploy DSPA

passwordSecret:

name: ds-pipelines-db-sample

key: password

externalDB:

host: mysql:3306

port: "8888"

username: root

pipelineDBName: randomDBName

passwordSecret:

name: somesecret

key: somekey

objectStorage:

disableHealthCheck: false

minio: # mutually exclusive with externalStorage

deploy: true

image: quay.io/opendatahub/minio:RELEASE.2019-08-14T20-37-41Z-license-compliance

bucket: mlpipeline

pvcSize: 10Gi

storageClassName: nonDefaultSC

resources:

requests:

cpu: 200m

memory: 100Mi

limits:

cpu: 250m

memory: 1Gi

# requires this configmap to be created before hand,

# otherwise operator will not deploy DSPA

s3CredentialsSecret:

secretName: somesecret-sample

accessKey: AWS_ACCESS_KEY_ID

secretKey: AWS_SECRET_ACCESS_KEY

externalStorage:

host: minio.com

port: "9092"

bucket: mlpipeline

scheme: https

# subpath in bucket where objects should be stored

# for this dspa

basePath: some/path

s3CredentialsSecret:

secretName: somesecret-db-sample

accessKey: somekey

secretKey: somekey

# example status fields

status:

conditions:

- lastTransitionTime: '2024-03-14T22:04:25Z'

message: Database connectivity successfully verified

observedGeneration: 3

reason: DatabaseAvailable

status: 'True'

type: DatabaseAvailable

- lastTransitionTime: '2024-03-14T22:04:25Z'

message: Object Store connectivity successfully verified

observedGeneration: 3

reason: ObjectStoreAvailable

status: 'True'

type: ObjectStoreAvailable

- lastTransitionTime: '2024-03-14T22:06:37Z'

message: 'Component [ds-pipeline-test] is minimally available.'

observedGeneration: 3

reason: MinimumReplicasAvailable

status: 'True'

type: APIServerReady

- lastTransitionTime: '2024-03-14T22:04:28Z'

message: 'Component [ds-pipeline-persistenceagent-test] is minimally available.'

observedGeneration: 3

reason: MinimumReplicasAvailable

status: 'True'

type: PersistenceAgentReady

- lastTransitionTime: '2024-03-14T22:04:30Z'

message: 'Component [ds-pipeline-scheduledworkflow-test] is minimally available.'

observedGeneration: 3

reason: MinimumReplicasAvailable

status: 'True'

type: ScheduledWorkflowReady

- lastTransitionTime: '2024-03-14T22:06:37Z'

message: All components are ready.

observedGeneration: 3

reason: MinimumReplicasAvailable

status: 'True'

type: Ready