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dspa_all_fields.yaml
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dspa_all_fields.yaml
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# 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:
customKfpLauncherConfigMap: configmapname
deploy: true
enableSamplePipeline: 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
workflowController:
deploy: true
image: quay.io/opendatahub/ds-pipelines-argo-workflowcontroller:3.3.10-upstream
argoExecImage: quay.io/opendatahub/ds-pipelines-argo-argoexec:3.3.10-upstream
customConfig: some-custom-workflowcontroller-configmap # see ../custom-workflow-controller-config for example
resources:
requests:
cpu: 120m
memory: 500Mi
limits:
cpu: 250m
memory: 1Gi
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:
components:
mlmdProxy:
url: http://mlmd-proxy.svc.cluster.local
externalUrl: https://mlmd-proxy-dspa.example.com
apiServer:
url: http://apiserver.svc.cluster.local
externalUrl: https://apiserver-dspa.example.com
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: '2024-03-14T22:04:30Z'
message: 'Component [ds-pipeline-metadata-envoy] is minimally available.'
observedGeneration: 3
reason: MinimumReplicasAvailable
status: 'True'
type: MLMDProxyReady
- lastTransitionTime: '2024-03-14T22:06:37Z'
message: All components are ready.
observedGeneration: 3
reason: MinimumReplicasAvailable
status: 'True'
type: Ready