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create-projects-and-resources-job.yaml
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apiVersion: batch/v1
kind: Job
metadata:
name: create-and-apply-resources
namespace: ic-user-projects
annotations:
argocd.argoproj.io/sync-wave: "2"
argocd.argoproj.io/hook: Sync
argocd.argoproj.io/hook-delete-policy: BeforeHookCreation
argocd.argoproj.io/compare-options: IgnoreExtraneous
spec:
backoffLimit: 4
template:
spec:
serviceAccount: project-creator
serviceAccountName: project-creator
containers:
- name: create-and-apply-resources
image: image-registry.openshift-image-registry.svc:5000/openshift/tools:latest
imagePullPolicy: IfNotPresent
command: ["/bin/bash"]
args:
- -ec
- |-
# Get user count
user_count=$(oc get namespaces | grep showroom | wc -l)
echo -n 'Waiting for minio-root-user secret'
while [ -z "\$(oc get secret -n ic-shared-minio minio-root-user -oname 2>/dev/null)" ]; do
echo -n .
sleep 5
done; echo
echo -n 'Waiting for rhods-dashboard route'
while [ -z "\$(oc get route -n redhat-ods-applications rhods-dashboard -oname 2>/dev/null)" ]; do
echo -n .
sleep 5
done; echo
# Get needed variables
MINIO_ROOT_USER=$(oc get secret minio-root-user -n ic-shared-minio -o template --template '{{.data.MINIO_ROOT_USER|base64decode}}')
MINIO_ROOT_PASSWORD=$(oc get secret minio-root-user -n ic-shared-minio -o template --template '{{.data.MINIO_ROOT_PASSWORD|base64decode}}')
MINIO_HOST=https://$(oc get route minio-s3 -n ic-shared-minio -o template --template '{{.spec.host}}')
MINIO_ROUTE=$(oc get route minio-s3 -n ic-shared-minio -o template --template '{{.spec.host}}')
DASHBOARD_ROUTE=https://$(oc get route rhods-dashboard -n redhat-ods-applications -o jsonpath='{.spec.host}')
# Define some variables
WORKBENCH_NAME="my-workbench"
WORKBENCH_IMAGE="ic-workbench:1.2"
PIPELINE_ENGINE="Argo"
BRANCH_NAME="dev"
for i in $(seq 1 $user_count);
do
# Construct dynamic variables
USER_NAME="user$i"
USER_PROJECT="user$i"
echo "Generating and apply resources for $USER_NAME..."
# Create projects
cat << EOF | oc apply -f-
apiVersion: project.openshift.io/v1
kind: Project
metadata:
annotations:
openshift.io/description: ''
openshift.io/display-name: $USER_PROJECT
labels:
kubernetes.io/metadata.name: $USER_PROJECT
# modelmesh-enabled: 'true'
opendatahub.io/dashboard: 'true'
name: $USER_PROJECT
spec:
finalizers:
- kubernetes
EOF
# Apply role bindings
cat << EOF | oc apply -f-
apiVersion: rbac.authorization.k8s.io/v1
kind: RoleBinding
metadata:
name: admin
namespace: $USER_PROJECT
roleRef:
apiGroup: rbac.authorization.k8s.io
kind: ClusterRole
name: admin
subjects:
- apiGroup: rbac.authorization.k8s.io
kind: User
name: $USER_NAME
---
apiVersion: v1
kind: ServiceAccount
metadata:
name: demo-setup
namespace: $USER_PROJECT
---
apiVersion: rbac.authorization.k8s.io/v1
kind: RoleBinding
metadata:
name: demo-setup-edit
namespace: $USER_PROJECT
roleRef:
apiGroup: rbac.authorization.k8s.io
kind: ClusterRole
name: edit
subjects:
- kind: ServiceAccount
name: demo-setup
---
kind: ClusterRoleBinding
apiVersion: rbac.authorization.k8s.io/v1
metadata:
name: demo-setup-route-reader-binding-$USER_PROJECT
subjects:
- kind: ServiceAccount
name: demo-setup
namespace: $USER_PROJECT
roleRef:
kind: ClusterRole
name: route-reader
apiGroup: rbac.authorization.k8s.io
---
kind: RoleBinding
apiVersion: rbac.authorization.k8s.io/v1
metadata:
name: elyra-pipelines-$WORKBENCH_NAME
namespace: $USER_PROJECT
labels:
opendatahub.io/dashboard: 'true'
subjects:
- kind: ServiceAccount
name: $WORKBENCH_NAME
roleRef:
apiGroup: rbac.authorization.k8s.io
kind: Role
name: ds-pipeline-user-access-dspa
EOF
# Create Data Science Connections
cat << EOF | oc apply -f-
apiVersion: batch/v1
kind: Job
metadata:
name: create-ds-connections
namespace: $USER_PROJECT
spec:
selector: {}
template:
spec:
containers:
- args:
- -ec
- |-
echo "Minio user: $MINIO_ROOT_USER"
echo "Minio pass: $MINIO_ROOT_PASSWORD"
echo "Minio route: $MINIO_HOST"
cat << EOF | oc apply -f-
apiVersion: v1
kind: Secret
metadata:
name: aws-connection-shared-minio---pipelines
labels:
opendatahub.io/dashboard: "true"
opendatahub.io/managed: "true"
annotations:
opendatahub.io/connection-type: s3
openshift.io/display-name: Shared Minio - pipelines
type: Opaque
stringData:
AWS_ACCESS_KEY_ID: $MINIO_ROOT_USER
AWS_SECRET_ACCESS_KEY: $MINIO_ROOT_PASSWORD
AWS_DEFAULT_REGION: us
AWS_S3_ENDPOINT: $MINIO_HOST
AWS_S3_BUCKET: $USER_NAME
EOF
command:
- /bin/bash
image: quay.io/openshift-release-dev/ocp-v4.0-art-dev@sha256:95b359257a7716b5f8d3a672081a84600218d8f58ca720f46229f7bb893af2ab
imagePullPolicy: IfNotPresent
name: create-ds-connections
restartPolicy: Never
serviceAccount: demo-setup
serviceAccountName: demo-setup
EOF
# Set up the pipeline server
cat << EOF | oc apply -f-
apiVersion: datasciencepipelinesapplications.opendatahub.io/v1alpha1
kind: DataSciencePipelinesApplication
metadata:
finalizers:
- datasciencepipelinesapplications.opendatahub.io/finalizer
name: dspa
namespace: $USER_PROJECT
spec:
apiServer:
caBundleFileMountPath: ''
stripEOF: true
dbConfigConMaxLifetimeSec: 120
applyTektonCustomResource: true
caBundleFileName: ''
deploy: true
artifactSignedURLExpirySeconds: 60
enableSamplePipeline: false
autoUpdatePipelineDefaultVersion: true
archiveLogs: false
terminateStatus: Cancelled
enableOauth: true
trackArtifacts: true
collectMetrics: true
injectDefaultScript: true
database:
disableHealthCheck: false
mariaDB:
deploy: true
pipelineDBName: mlpipeline
pvcSize: 10Gi
username: mlpipeline
dspVersion: v2
objectStorage:
disableHealthCheck: false
enableExternalRoute: false
externalStorage:
basePath: ''
bucket: $USER_NAME
host: $MINIO_ROUTE
port: ''
region: us
s3CredentialsSecret:
accessKey: AWS_ACCESS_KEY_ID
secretKey: AWS_SECRET_ACCESS_KEY
secretName: aws-connection-shared-minio---pipelines
scheme: https
secure: true
persistenceAgent:
deploy: true
numWorkers: 2
podToPodTLS: true
scheduledWorkflow:
cronScheduleTimezone: UTC
deploy: true
EOF
# Create the Elyra secret
cat << EOF | oc apply -f-
apiVersion: batch/v1
kind: Job
metadata:
name: create-pipeline-secret
namespace: $USER_PROJECT
spec:
selector: {}
template:
spec:
containers:
- args:
- -ec
- |-
echo -n 'Waiting for ds-pipeline-dspa route'
while ! oc get route ds-pipeline-dspa 2>/dev/null; do
echo -n .
sleep 5
done; echo
PIPELINE_ROUTE=https://\$(oc get route ds-pipeline-dspa -o jsonpath='{.spec.host}')
cat << EOF | oc apply -f-
apiVersion: v1
kind: Secret
metadata:
name: ds-pipeline-config
namespace: $USER_PROJECT
stringData:
odh_dsp.json: '{"display_name": "Data Science Pipeline", "metadata": {"tags": [],
"display_name": "Data Science Pipeline", "engine": "$PIPELINE_ENGINE", "auth_type": "KUBERNETES_SERVICE_ACCOUNT_TOKEN",
"api_endpoint": "\$PIPELINE_ROUTE",
"public_api_endpoint": "$DASHBOARD_ROUTE/experiments/$USER_PROJECT",
"cos_auth_type": "KUBERNETES_SECRET", "cos_secret": "aws-connection-shared-minio---pipelines",
"cos_endpoint": "$MINIO_HOST", "cos_bucket": "$USER_NAME",
"cos_username": "$MINIO_ROOT_USER", "cos_password": "$MINIO_ROOT_PASSWORD",
"runtime_type": "KUBEFLOW_PIPELINES"}, "schema_name": "kfp"}'
type: Opaque
EOF
command:
- /bin/bash
image: quay.io/openshift-release-dev/ocp-v4.0-art-dev@sha256:95b359257a7716b5f8d3a672081a84600218d8f58ca720f46229f7bb893af2ab
imagePullPolicy: IfNotPresent
name: create-ds-connections
restartPolicy: Never
serviceAccount: demo-setup
serviceAccountName: demo-setup
EOF
# Create the workbench PVC
cat << EOF | oc apply -f-
kind: PersistentVolumeClaim
apiVersion: v1
metadata:
annotations:
openshift.io/description: ''
openshift.io/display-name: My Workbench
volume.beta.kubernetes.io/storage-provisioner: openshift-storage.rbd.csi.ceph.com
volume.kubernetes.io/storage-provisioner: openshift-storage.rbd.csi.ceph.com
name: $WORKBENCH_NAME
namespace: $USER_PROJECT
finalizers:
- kubernetes.io/pvc-protection
labels:
opendatahub.io/dashboard: 'true'
spec:
accessModes:
- ReadWriteOnce
resources:
requests:
storage: 5Gi
storageClassName: ocs-storagecluster-ceph-rbd
volumeMode: Filesystem
EOF
# Create the workbench
cat << EOF | oc apply -f-
apiVersion: kubeflow.org/v1
kind: Notebook
metadata:
annotations:
notebooks.opendatahub.io/inject-oauth: 'true'
opendatahub.io/image-display-name: CUSTOM - Parasol Insurance Claim Processing Lab Workbench
notebooks.opendatahub.io/oauth-logout-url: >-
$DASHBOARD_ROUTE/projects/$USER_PROJECT?notebookLogout=$WORKBENCH_NAME
opendatahub.io/accelerator-name: ''
openshift.io/description: ''
openshift.io/display-name: My Workbench
notebooks.opendatahub.io/last-image-selection: '$WORKBENCH_IMAGE'
notebooks.opendatahub.io/last-size-selection: Standard
opendatahub.io/username: $USER_NAME
name: $WORKBENCH_NAME
namespace: $USER_PROJECT
labels:
app: $WORKBENCH_NAME
opendatahub.io/dashboard: 'true'
opendatahub.io/odh-managed: 'true'
opendatahub.io/user: $USER_NAME
spec:
template:
spec:
affinity: {}
containers:
- resources:
limits:
cpu: '2'
memory: 8Gi
requests:
cpu: '1'
memory: 6Gi
readinessProbe:
failureThreshold: 3
httpGet:
path: /notebook/$USER_PROJECT/$WORKBENCH_NAME/api
port: notebook-port
scheme: HTTP
initialDelaySeconds: 10
periodSeconds: 5
successThreshold: 1
timeoutSeconds: 1
name: $WORKBENCH_NAME
livenessProbe:
failureThreshold: 3
httpGet:
path: /notebook/$USER_PROJECT/$WORKBENCH_NAME/api
port: notebook-port
scheme: HTTP
initialDelaySeconds: 10
periodSeconds: 5
successThreshold: 1
timeoutSeconds: 1
env:
- name: NOTEBOOK_ARGS
value: |-
--ServerApp.port=8888
--ServerApp.token=''
--ServerApp.password=''
--ServerApp.base_url=/notebook/$USER_PROJECT/$WORKBENCH_NAME
--ServerApp.quit_button=False
--ServerApp.tornado_settings={"user":"$USER_NAME","hub_host":"$DASHBOARD_ROUTE","hub_prefix":"/projects/$USER_PROJECT"}
- name: JUPYTER_IMAGE
value: >-
image-registry.openshift-image-registry.svc:5000/redhat-ods-applications/$WORKBENCH_IMAGE
ports:
- containerPort: 8888
name: notebook-port
protocol: TCP
imagePullPolicy: Always
volumeMounts:
- mountPath: /opt/app-root/src
name: $WORKBENCH_NAME
- mountPath: /opt/app-root/runtimes
name: elyra-dsp-details
- mountPath: /dev/shm
name: shm
image: >-
image-registry.openshift-image-registry.svc:5000/redhat-ods-applications/$WORKBENCH_IMAGE
workingDir: /opt/app-root/src
- resources:
limits:
cpu: 100m
memory: 64Mi
requests:
cpu: 100m
memory: 64Mi
readinessProbe:
failureThreshold: 3
httpGet:
path: /oauth/healthz
port: oauth-proxy
scheme: HTTPS
initialDelaySeconds: 5
periodSeconds: 5
successThreshold: 1
timeoutSeconds: 1
name: oauth-proxy
livenessProbe:
failureThreshold: 3
httpGet:
path: /oauth/healthz
port: oauth-proxy
scheme: HTTPS
initialDelaySeconds: 30
periodSeconds: 5
successThreshold: 1
timeoutSeconds: 1
env:
- name: NAMESPACE
valueFrom:
fieldRef:
fieldPath: metadata.namespace
ports:
- containerPort: 8443
name: oauth-proxy
protocol: TCP
imagePullPolicy: Always
volumeMounts:
- mountPath: /etc/oauth/config
name: oauth-config
- mountPath: /etc/tls/private
name: tls-certificates
image: >-
registry.redhat.io/openshift4/ose-oauth-proxy@sha256:4bef31eb993feb6f1096b51b4876c65a6fb1f4401fee97fa4f4542b6b7c9bc46
args:
- '--provider=openshift'
- '--https-address=:8443'
- '--http-address='
- '--openshift-service-account=$WORKBENCH_NAME'
- '--cookie-secret-file=/etc/oauth/config/cookie_secret'
- '--cookie-expire=24h0m0s'
- '--tls-cert=/etc/tls/private/tls.crt'
- '--tls-key=/etc/tls/private/tls.key'
- '--upstream=http://localhost:8888'
- '--upstream-ca=/var/run/secrets/kubernetes.io/serviceaccount/ca.crt'
- '--email-domain=*'
- '--skip-provider-button'
- >-
--openshift-sar={"verb":"get","resource":"notebooks","resourceAPIGroup":"kubeflow.org","resourceName":"$WORKBENCH_IMAGE","namespace":"$USER_PROJECT"}
- >-
--logout-url=$DASHBOARD_ROUTE/projects/$USER_PROJECT?notebookLogout=$WORKBENCH_IMAGE
enableServiceLinks: false
serviceAccountName: $WORKBENCH_NAME
tolerations:
- effect: NoSchedule
key: notebooksonly
operator: Exists
volumes:
- name: $WORKBENCH_NAME
persistentVolumeClaim:
claimName: $WORKBENCH_NAME
- name: elyra-dsp-details
secret:
secretName: ds-pipeline-config
- emptyDir:
medium: Memory
name: shm
- name: oauth-config
secret:
defaultMode: 420
secretName: $WORKBENCH_NAME-oauth-config
- name: tls-certificates
secret:
defaultMode: 420
secretName: $WORKBENCH_NAME-tls
readyReplicas: 1
EOF
# Git clone job
cat << EOF | oc apply -f-
apiVersion: batch/v1
kind: Job
metadata:
name: clone-repo
namespace: $USER_PROJECT
spec:
backoffLimit: 4
template:
spec:
serviceAccount: demo-setup
serviceAccountName: demo-setup
initContainers:
- name: wait-for-workbench
image: image-registry.openshift-image-registry.svc:5000/openshift/tools:latest
imagePullPolicy: IfNotPresent
command: ["/bin/bash"]
args:
- -ec
- |-
echo -n "Waiting for workbench pod in $USER_PROJECT namespace"
while [ -z "\$(oc get pods -n $USER_PROJECT -l app=$WORKBENCH_NAME -o custom-columns=STATUS:.status.phase --no-headers | grep Running 2>/dev/null)" ]; do
echo -n '.'
sleep 1
done
echo "Workbench pod is running in $USER_PROJECT namespace"
containers:
- name: git-clone
image: image-registry.openshift-image-registry.svc:5000/openshift/tools:latest
imagePullPolicy: IfNotPresent
command: ["/bin/bash"]
args:
- -ec
- |-
pod_name=\$(oc get pods --selector=app=$WORKBENCH_NAME -o jsonpath='{.items[0].metadata.name}') && oc exec \$pod_name -- bash -c "git clone https://github.com/rh-aiservices-bu/parasol-insurance && cd parasol-insurance && git checkout $BRANCH_NAME"
restartPolicy: Never
EOF
# Create the Data Pipeline PVC
cat << EOF | oc apply -f-
kind: PersistentVolumeClaim
apiVersion: v1
metadata:
annotations:
openshift.io/description: ''
openshift.io/display-name: Data Pipeline
volume.beta.kubernetes.io/storage-provisioner: openshift-storage.cephfs.csi.ceph.com
volume.kubernetes.io/storage-provisioner: openshift-storage.cephfs.csi.ceph.com
name: processing-pipeline-storage
namespace: $USER_PROJECT
finalizers:
- kubernetes.io/pvc-protection
labels:
opendatahub.io/dashboard: 'true'
spec:
accessModes:
- ReadWriteMany
resources:
requests:
storage: 1Gi
storageClassName: ocs-storagecluster-cephfs
volumeMode: Filesystem
EOF
# Create the ArgoCD Project
cat << EOF | oc apply -f-
apiVersion: argoproj.io/v1alpha1
kind: AppProject
metadata:
name: project-$USER_PROJECT
namespace: openshift-gitops
spec:
description: Application project for $USER_PROJECT
destinations:
- name: in-cluster
namespace: $USER_PROJECT
server: 'https://kubernetes.default.svc'
roles:
- description: Sync privileges for any application
groups:
- $USER_PROJECT
name: ci-role
policies:
- 'p, proj:project-$USER_PROJECT:ci-role, applications, *, project-$USER_PROJECT/*, allow'
sourceRepos:
- 'https://github.com/rh-aiservices-bu/parasol-insurance.git'
EOF
sleep 20
done
restartPolicy: Never