feat(nci): add Spark analytics Kubernetes manifests
Wire five Spark jobs (OpeningBook, PlayerStats, PlayerClustering, PlayerGraph, LiveDashboard) to Kubernetes via native Spark-on-K8s mode. - spark-analytics/base: ServiceAccount, RBAC Role/RoleBinding (driver executor pod management), two PVCs (10Gi output, 2Gi checkpoint), four CronJobs for batch analytics, one Deployment for the Structured Streaming live dashboard - spark-analytics/eu-central-1-prod: namespace overlay pinning image to 0.1.0 with strategic merge patches that update both the container image field and the spark.kubernetes.container.image conf arg - eu-central-1/argo-apps/spark-analytics: ArgoCD Application pointing at the prod overlay with automated prune+selfHeal sync Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
This commit is contained in:
Janis Eccarius
Executable
+329
@@ -0,0 +1,329 @@
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apiVersion: batch/v1
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kind: CronJob
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metadata:
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name: spark-opening-book
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labels:
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app.kubernetes.io/name: spark-analytics
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app.kubernetes.io/part-of: nowchess
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spec:
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schedule: "0 2 * * *"
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concurrencyPolicy: Forbid
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jobTemplate:
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spec:
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backoffLimit: 1
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template:
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metadata:
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labels:
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app.kubernetes.io/name: spark-analytics
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app.kubernetes.io/part-of: nowchess
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spec:
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serviceAccountName: spark-analytics
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restartPolicy: OnFailure
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imagePullSecrets:
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- name: ghcr-pull-secret
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containers:
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- name: spark-driver
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image: ghcr.io/now-chess/now-chess-systems/analytics:latest
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command:
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- /opt/spark/bin/spark-submit
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- --master
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- k8s://https://kubernetes.default.svc:443
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- --deploy-mode
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- client
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- --conf
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# spark.kubernetes.container.image must match the analytics image tag set in the overlay
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- spark.kubernetes.container.image=ghcr.io/now-chess/now-chess-systems/analytics:latest
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- --conf
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- spark.kubernetes.namespace=nowchess
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- --conf
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- spark.kubernetes.authenticate.driver.serviceAccountName=spark-analytics
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- --conf
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- spark.kubernetes.executor.deleteOnTermination=true
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- --conf
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- spark.executor.instances=2
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- --conf
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- spark.executor.memory=1g
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- --conf
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- spark.driver.memory=512m
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- --class
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- de.nowchess.analytics.OpeningBookJob
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- local:///app/analytics.jar
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- /spark-output/opening-book
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- "10"
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env:
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- name: NOWCHESS_JDBC_URL
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valueFrom:
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secretKeyRef:
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name: ncs-db-secrets
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key: STORE_DB_URL
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- name: NOWCHESS_DB_USER
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valueFrom:
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secretKeyRef:
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name: ncs-db-secrets
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key: STORE_DB_USER
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- name: NOWCHESS_DB_PASS
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valueFrom:
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secretKeyRef:
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name: ncs-db-secrets
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key: STORE_DB_PASSWORD
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resources:
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requests:
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cpu: 500m
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memory: 768Mi
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limits:
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cpu: "1"
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memory: 1Gi
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volumeMounts:
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- name: spark-output
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mountPath: /spark-output
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volumes:
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- name: spark-output
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persistentVolumeClaim:
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claimName: spark-analytics-output
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---
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apiVersion: batch/v1
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kind: CronJob
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metadata:
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name: spark-player-stats
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labels:
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app.kubernetes.io/name: spark-analytics
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app.kubernetes.io/part-of: nowchess
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spec:
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schedule: "0 3 * * *"
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concurrencyPolicy: Forbid
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jobTemplate:
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spec:
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backoffLimit: 1
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template:
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metadata:
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labels:
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app.kubernetes.io/name: spark-analytics
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app.kubernetes.io/part-of: nowchess
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spec:
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serviceAccountName: spark-analytics
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restartPolicy: OnFailure
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imagePullSecrets:
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- name: ghcr-pull-secret
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containers:
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- name: spark-driver
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image: ghcr.io/now-chess/now-chess-systems/analytics:latest
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command:
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- /opt/spark/bin/spark-submit
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- --master
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- k8s://https://kubernetes.default.svc:443
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- --deploy-mode
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- client
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- --conf
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# spark.kubernetes.container.image must match the analytics image tag set in the overlay
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- spark.kubernetes.container.image=ghcr.io/now-chess/now-chess-systems/analytics:latest
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- --conf
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- spark.kubernetes.namespace=nowchess
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- --conf
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- spark.kubernetes.authenticate.driver.serviceAccountName=spark-analytics
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- --conf
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- spark.kubernetes.executor.deleteOnTermination=true
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- --conf
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- spark.executor.instances=2
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- --conf
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- spark.executor.memory=1g
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- --conf
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- spark.driver.memory=512m
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- --class
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- de.nowchess.analytics.PlayerStatsJob
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- local:///app/analytics.jar
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- /spark-output/player-stats
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env:
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- name: NOWCHESS_JDBC_URL
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valueFrom:
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secretKeyRef:
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name: ncs-db-secrets
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key: STORE_DB_URL
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- name: NOWCHESS_DB_USER
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valueFrom:
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secretKeyRef:
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name: ncs-db-secrets
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key: STORE_DB_USER
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- name: NOWCHESS_DB_PASS
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valueFrom:
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secretKeyRef:
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name: ncs-db-secrets
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key: STORE_DB_PASSWORD
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resources:
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requests:
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cpu: 500m
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memory: 768Mi
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limits:
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cpu: "1"
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memory: 1Gi
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volumeMounts:
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- name: spark-output
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mountPath: /spark-output
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volumes:
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- name: spark-output
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persistentVolumeClaim:
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claimName: spark-analytics-output
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---
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apiVersion: batch/v1
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kind: CronJob
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metadata:
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name: spark-player-clustering
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labels:
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app.kubernetes.io/name: spark-analytics
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app.kubernetes.io/part-of: nowchess
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spec:
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schedule: "0 4 * * 0"
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concurrencyPolicy: Forbid
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jobTemplate:
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spec:
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backoffLimit: 1
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template:
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metadata:
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labels:
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app.kubernetes.io/name: spark-analytics
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app.kubernetes.io/part-of: nowchess
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spec:
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serviceAccountName: spark-analytics
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restartPolicy: OnFailure
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imagePullSecrets:
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- name: ghcr-pull-secret
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containers:
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- name: spark-driver
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image: ghcr.io/now-chess/now-chess-systems/analytics:latest
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command:
|
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- /opt/spark/bin/spark-submit
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- --master
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- k8s://https://kubernetes.default.svc:443
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- --deploy-mode
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- client
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- --conf
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# spark.kubernetes.container.image must match the analytics image tag set in the overlay
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- spark.kubernetes.container.image=ghcr.io/now-chess/now-chess-systems/analytics:latest
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- --conf
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- spark.kubernetes.namespace=nowchess
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- --conf
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- spark.kubernetes.authenticate.driver.serviceAccountName=spark-analytics
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- --conf
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- spark.kubernetes.executor.deleteOnTermination=true
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- --conf
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- spark.executor.instances=2
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- --conf
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- spark.executor.memory=1g
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- --conf
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- spark.driver.memory=512m
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- --class
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- de.nowchess.analytics.PlayerClusteringJob
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- local:///app/analytics.jar
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- /spark-output/player-clusters
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- "4"
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env:
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- name: NOWCHESS_JDBC_URL
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valueFrom:
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secretKeyRef:
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name: ncs-db-secrets
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key: STORE_DB_URL
|
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- name: NOWCHESS_DB_USER
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valueFrom:
|
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secretKeyRef:
|
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name: ncs-db-secrets
|
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key: STORE_DB_USER
|
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- name: NOWCHESS_DB_PASS
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valueFrom:
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secretKeyRef:
|
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name: ncs-db-secrets
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key: STORE_DB_PASSWORD
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resources:
|
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requests:
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cpu: 500m
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memory: 768Mi
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limits:
|
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cpu: "1"
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memory: 1Gi
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volumeMounts:
|
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- name: spark-output
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mountPath: /spark-output
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volumes:
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- name: spark-output
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persistentVolumeClaim:
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claimName: spark-analytics-output
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---
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apiVersion: batch/v1
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kind: CronJob
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metadata:
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name: spark-player-graph
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labels:
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app.kubernetes.io/name: spark-analytics
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app.kubernetes.io/part-of: nowchess
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spec:
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schedule: "0 5 * * 0"
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concurrencyPolicy: Forbid
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jobTemplate:
|
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spec:
|
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backoffLimit: 1
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template:
|
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metadata:
|
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labels:
|
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app.kubernetes.io/name: spark-analytics
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app.kubernetes.io/part-of: nowchess
|
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spec:
|
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serviceAccountName: spark-analytics
|
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restartPolicy: OnFailure
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imagePullSecrets:
|
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- name: ghcr-pull-secret
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containers:
|
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- name: spark-driver
|
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image: ghcr.io/now-chess/now-chess-systems/analytics:latest
|
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command:
|
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- /opt/spark/bin/spark-submit
|
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- --master
|
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- k8s://https://kubernetes.default.svc:443
|
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- --deploy-mode
|
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- client
|
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- --conf
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# spark.kubernetes.container.image must match the analytics image tag set in the overlay
|
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- spark.kubernetes.container.image=ghcr.io/now-chess/now-chess-systems/analytics:latest
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- --conf
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- spark.kubernetes.namespace=nowchess
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- --conf
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- spark.kubernetes.authenticate.driver.serviceAccountName=spark-analytics
|
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- --conf
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- spark.kubernetes.executor.deleteOnTermination=true
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- --conf
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- spark.executor.instances=2
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- --conf
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- spark.executor.memory=1g
|
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- --conf
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- spark.driver.memory=512m
|
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- --class
|
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- de.nowchess.analytics.PlayerGraphJob
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- local:///app/analytics.jar
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- /spark-output/player-graph
|
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env:
|
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- name: NOWCHESS_JDBC_URL
|
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valueFrom:
|
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secretKeyRef:
|
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name: ncs-db-secrets
|
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key: STORE_DB_URL
|
||||
- name: NOWCHESS_DB_USER
|
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valueFrom:
|
||||
secretKeyRef:
|
||||
name: ncs-db-secrets
|
||||
key: STORE_DB_USER
|
||||
- name: NOWCHESS_DB_PASS
|
||||
valueFrom:
|
||||
secretKeyRef:
|
||||
name: ncs-db-secrets
|
||||
key: STORE_DB_PASSWORD
|
||||
resources:
|
||||
requests:
|
||||
cpu: 500m
|
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memory: 768Mi
|
||||
limits:
|
||||
cpu: "1"
|
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memory: 1Gi
|
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volumeMounts:
|
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- name: spark-output
|
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mountPath: /spark-output
|
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volumes:
|
||||
- name: spark-output
|
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persistentVolumeClaim:
|
||||
claimName: spark-analytics-output
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Executable
+9
@@ -0,0 +1,9 @@
|
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apiVersion: kustomize.config.k8s.io/v1beta1
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kind: Kustomization
|
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|
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resources:
|
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- serviceaccount.yaml
|
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- rbac.yaml
|
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- pvc.yaml
|
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- cronjobs.yaml
|
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- streaming.yaml
|
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Executable
+27
@@ -0,0 +1,27 @@
|
||||
apiVersion: v1
|
||||
kind: PersistentVolumeClaim
|
||||
metadata:
|
||||
name: spark-analytics-output
|
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labels:
|
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app.kubernetes.io/name: spark-analytics
|
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app.kubernetes.io/part-of: nowchess
|
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spec:
|
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accessModes:
|
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- ReadWriteOnce
|
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resources:
|
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requests:
|
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storage: 10Gi
|
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---
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apiVersion: v1
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kind: PersistentVolumeClaim
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metadata:
|
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name: spark-streaming-checkpoint
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labels:
|
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app.kubernetes.io/name: spark-analytics
|
||||
app.kubernetes.io/part-of: nowchess
|
||||
spec:
|
||||
accessModes:
|
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- ReadWriteOnce
|
||||
resources:
|
||||
requests:
|
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storage: 2Gi
|
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Executable
+32
@@ -0,0 +1,32 @@
|
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apiVersion: rbac.authorization.k8s.io/v1
|
||||
kind: Role
|
||||
metadata:
|
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name: spark-analytics-driver
|
||||
labels:
|
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app.kubernetes.io/name: spark-analytics
|
||||
app.kubernetes.io/part-of: nowchess
|
||||
rules:
|
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- apiGroups: [""]
|
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resources: ["pods"]
|
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verbs: ["create", "get", "list", "watch", "delete", "patch"]
|
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- apiGroups: [""]
|
||||
resources: ["services"]
|
||||
verbs: ["create", "get", "delete"]
|
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- apiGroups: [""]
|
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resources: ["configmaps"]
|
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verbs: ["create", "get", "list", "delete"]
|
||||
---
|
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apiVersion: rbac.authorization.k8s.io/v1
|
||||
kind: RoleBinding
|
||||
metadata:
|
||||
name: spark-analytics-driver
|
||||
labels:
|
||||
app.kubernetes.io/name: spark-analytics
|
||||
app.kubernetes.io/part-of: nowchess
|
||||
subjects:
|
||||
- kind: ServiceAccount
|
||||
name: spark-analytics
|
||||
roleRef:
|
||||
kind: Role
|
||||
name: spark-analytics-driver
|
||||
apiGroup: rbac.authorization.k8s.io
|
||||
Executable
+7
@@ -0,0 +1,7 @@
|
||||
apiVersion: v1
|
||||
kind: ServiceAccount
|
||||
metadata:
|
||||
name: spark-analytics
|
||||
labels:
|
||||
app.kubernetes.io/name: spark-analytics
|
||||
app.kubernetes.io/part-of: nowchess
|
||||
Executable
+80
@@ -0,0 +1,80 @@
|
||||
apiVersion: apps/v1
|
||||
kind: Deployment
|
||||
metadata:
|
||||
name: spark-live-dashboard
|
||||
labels:
|
||||
app.kubernetes.io/name: spark-analytics
|
||||
app.kubernetes.io/part-of: nowchess
|
||||
spec:
|
||||
replicas: 1
|
||||
selector:
|
||||
matchLabels:
|
||||
app: spark-live-dashboard
|
||||
template:
|
||||
metadata:
|
||||
labels:
|
||||
app: spark-live-dashboard
|
||||
app.kubernetes.io/name: spark-analytics
|
||||
app.kubernetes.io/part-of: nowchess
|
||||
spec:
|
||||
serviceAccountName: spark-analytics
|
||||
imagePullSecrets:
|
||||
- name: ghcr-pull-secret
|
||||
containers:
|
||||
- name: spark-driver
|
||||
image: ghcr.io/now-chess/now-chess-systems/analytics:latest
|
||||
command:
|
||||
- /opt/spark/bin/spark-submit
|
||||
- --master
|
||||
- k8s://https://kubernetes.default.svc:443
|
||||
- --deploy-mode
|
||||
- client
|
||||
- --conf
|
||||
# spark.kubernetes.container.image must match the analytics image tag set in the overlay
|
||||
- spark.kubernetes.container.image=ghcr.io/now-chess/now-chess-systems/analytics:latest
|
||||
- --conf
|
||||
- spark.kubernetes.namespace=nowchess
|
||||
- --conf
|
||||
- spark.kubernetes.authenticate.driver.serviceAccountName=spark-analytics
|
||||
- --conf
|
||||
- spark.kubernetes.executor.deleteOnTermination=true
|
||||
- --conf
|
||||
- spark.executor.instances=1
|
||||
- --conf
|
||||
- spark.executor.memory=512m
|
||||
- --conf
|
||||
- spark.driver.memory=512m
|
||||
- --class
|
||||
- de.nowchess.analytics.LiveDashboardJob
|
||||
- local:///app/analytics.jar
|
||||
- /spark-checkpoint
|
||||
env:
|
||||
- name: NOWCHESS_JDBC_URL
|
||||
valueFrom:
|
||||
secretKeyRef:
|
||||
name: ncs-db-secrets
|
||||
key: STORE_DB_URL
|
||||
- name: NOWCHESS_DB_USER
|
||||
valueFrom:
|
||||
secretKeyRef:
|
||||
name: ncs-db-secrets
|
||||
key: STORE_DB_USER
|
||||
- name: NOWCHESS_DB_PASS
|
||||
valueFrom:
|
||||
secretKeyRef:
|
||||
name: ncs-db-secrets
|
||||
key: STORE_DB_PASSWORD
|
||||
resources:
|
||||
requests:
|
||||
cpu: 500m
|
||||
memory: 768Mi
|
||||
limits:
|
||||
cpu: "1"
|
||||
memory: 1Gi
|
||||
volumeMounts:
|
||||
- name: spark-checkpoint
|
||||
mountPath: /spark-checkpoint
|
||||
volumes:
|
||||
- name: spark-checkpoint
|
||||
persistentVolumeClaim:
|
||||
claimName: spark-streaming-checkpoint
|
||||
+206
@@ -0,0 +1,206 @@
|
||||
apiVersion: kustomize.config.k8s.io/v1beta1
|
||||
kind: Kustomization
|
||||
namespace: nowchess
|
||||
resources:
|
||||
- ../base
|
||||
images:
|
||||
- name: ghcr.io/now-chess/now-chess-systems/analytics
|
||||
newTag: 0.1.0
|
||||
patches:
|
||||
# Update the spark.kubernetes.container.image conf argument in each CronJob
|
||||
# and the Deployment so executor pods pull the same pinned tag as the driver.
|
||||
- patch: |-
|
||||
apiVersion: batch/v1
|
||||
kind: CronJob
|
||||
metadata:
|
||||
name: spark-opening-book
|
||||
spec:
|
||||
jobTemplate:
|
||||
spec:
|
||||
template:
|
||||
spec:
|
||||
containers:
|
||||
- name: spark-driver
|
||||
command:
|
||||
- /opt/spark/bin/spark-submit
|
||||
- --master
|
||||
- k8s://https://kubernetes.default.svc:443
|
||||
- --deploy-mode
|
||||
- client
|
||||
- --conf
|
||||
- spark.kubernetes.container.image=ghcr.io/now-chess/now-chess-systems/analytics:0.1.0
|
||||
- --conf
|
||||
- spark.kubernetes.namespace=nowchess
|
||||
- --conf
|
||||
- spark.kubernetes.authenticate.driver.serviceAccountName=spark-analytics
|
||||
- --conf
|
||||
- spark.kubernetes.executor.deleteOnTermination=true
|
||||
- --conf
|
||||
- spark.executor.instances=2
|
||||
- --conf
|
||||
- spark.executor.memory=1g
|
||||
- --conf
|
||||
- spark.driver.memory=512m
|
||||
- --class
|
||||
- de.nowchess.analytics.OpeningBookJob
|
||||
- local:///app/analytics.jar
|
||||
- /spark-output/opening-book
|
||||
- "10"
|
||||
target:
|
||||
kind: CronJob
|
||||
name: spark-opening-book
|
||||
- patch: |-
|
||||
apiVersion: batch/v1
|
||||
kind: CronJob
|
||||
metadata:
|
||||
name: spark-player-stats
|
||||
spec:
|
||||
jobTemplate:
|
||||
spec:
|
||||
template:
|
||||
spec:
|
||||
containers:
|
||||
- name: spark-driver
|
||||
command:
|
||||
- /opt/spark/bin/spark-submit
|
||||
- --master
|
||||
- k8s://https://kubernetes.default.svc:443
|
||||
- --deploy-mode
|
||||
- client
|
||||
- --conf
|
||||
- spark.kubernetes.container.image=ghcr.io/now-chess/now-chess-systems/analytics:0.1.0
|
||||
- --conf
|
||||
- spark.kubernetes.namespace=nowchess
|
||||
- --conf
|
||||
- spark.kubernetes.authenticate.driver.serviceAccountName=spark-analytics
|
||||
- --conf
|
||||
- spark.kubernetes.executor.deleteOnTermination=true
|
||||
- --conf
|
||||
- spark.executor.instances=2
|
||||
- --conf
|
||||
- spark.executor.memory=1g
|
||||
- --conf
|
||||
- spark.driver.memory=512m
|
||||
- --class
|
||||
- de.nowchess.analytics.PlayerStatsJob
|
||||
- local:///app/analytics.jar
|
||||
- /spark-output/player-stats
|
||||
target:
|
||||
kind: CronJob
|
||||
name: spark-player-stats
|
||||
- patch: |-
|
||||
apiVersion: batch/v1
|
||||
kind: CronJob
|
||||
metadata:
|
||||
name: spark-player-clustering
|
||||
spec:
|
||||
jobTemplate:
|
||||
spec:
|
||||
template:
|
||||
spec:
|
||||
containers:
|
||||
- name: spark-driver
|
||||
command:
|
||||
- /opt/spark/bin/spark-submit
|
||||
- --master
|
||||
- k8s://https://kubernetes.default.svc:443
|
||||
- --deploy-mode
|
||||
- client
|
||||
- --conf
|
||||
- spark.kubernetes.container.image=ghcr.io/now-chess/now-chess-systems/analytics:0.1.0
|
||||
- --conf
|
||||
- spark.kubernetes.namespace=nowchess
|
||||
- --conf
|
||||
- spark.kubernetes.authenticate.driver.serviceAccountName=spark-analytics
|
||||
- --conf
|
||||
- spark.kubernetes.executor.deleteOnTermination=true
|
||||
- --conf
|
||||
- spark.executor.instances=2
|
||||
- --conf
|
||||
- spark.executor.memory=1g
|
||||
- --conf
|
||||
- spark.driver.memory=512m
|
||||
- --class
|
||||
- de.nowchess.analytics.PlayerClusteringJob
|
||||
- local:///app/analytics.jar
|
||||
- /spark-output/player-clusters
|
||||
- "4"
|
||||
target:
|
||||
kind: CronJob
|
||||
name: spark-player-clustering
|
||||
- patch: |-
|
||||
apiVersion: batch/v1
|
||||
kind: CronJob
|
||||
metadata:
|
||||
name: spark-player-graph
|
||||
spec:
|
||||
jobTemplate:
|
||||
spec:
|
||||
template:
|
||||
spec:
|
||||
containers:
|
||||
- name: spark-driver
|
||||
command:
|
||||
- /opt/spark/bin/spark-submit
|
||||
- --master
|
||||
- k8s://https://kubernetes.default.svc:443
|
||||
- --deploy-mode
|
||||
- client
|
||||
- --conf
|
||||
- spark.kubernetes.container.image=ghcr.io/now-chess/now-chess-systems/analytics:0.1.0
|
||||
- --conf
|
||||
- spark.kubernetes.namespace=nowchess
|
||||
- --conf
|
||||
- spark.kubernetes.authenticate.driver.serviceAccountName=spark-analytics
|
||||
- --conf
|
||||
- spark.kubernetes.executor.deleteOnTermination=true
|
||||
- --conf
|
||||
- spark.executor.instances=2
|
||||
- --conf
|
||||
- spark.executor.memory=1g
|
||||
- --conf
|
||||
- spark.driver.memory=512m
|
||||
- --class
|
||||
- de.nowchess.analytics.PlayerGraphJob
|
||||
- local:///app/analytics.jar
|
||||
- /spark-output/player-graph
|
||||
target:
|
||||
kind: CronJob
|
||||
name: spark-player-graph
|
||||
- patch: |-
|
||||
apiVersion: apps/v1
|
||||
kind: Deployment
|
||||
metadata:
|
||||
name: spark-live-dashboard
|
||||
spec:
|
||||
template:
|
||||
spec:
|
||||
containers:
|
||||
- name: spark-driver
|
||||
command:
|
||||
- /opt/spark/bin/spark-submit
|
||||
- --master
|
||||
- k8s://https://kubernetes.default.svc:443
|
||||
- --deploy-mode
|
||||
- client
|
||||
- --conf
|
||||
- spark.kubernetes.container.image=ghcr.io/now-chess/now-chess-systems/analytics:0.1.0
|
||||
- --conf
|
||||
- spark.kubernetes.namespace=nowchess
|
||||
- --conf
|
||||
- spark.kubernetes.authenticate.driver.serviceAccountName=spark-analytics
|
||||
- --conf
|
||||
- spark.kubernetes.executor.deleteOnTermination=true
|
||||
- --conf
|
||||
- spark.executor.instances=1
|
||||
- --conf
|
||||
- spark.executor.memory=512m
|
||||
- --conf
|
||||
- spark.driver.memory=512m
|
||||
- --class
|
||||
- de.nowchess.analytics.LiveDashboardJob
|
||||
- local:///app/analytics.jar
|
||||
- /spark-checkpoint
|
||||
target:
|
||||
kind: Deployment
|
||||
name: spark-live-dashboard
|
||||
Reference in New Issue
Block a user