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### What changes were proposed in this pull request? This PR aims to add `spark-connect-server.yaml` example. ### Why are the changes needed? To provide an example to launch `Spark Connect Standalone Server`. ### Does this PR introduce _any_ user-facing change? No. This is a new example. ### How was this patch tested? Manual test. ``` $ helm install spark spark/spark-kubernetes-operator $ kubectl apply -f examples/spark-connect-server.yaml $ kubectl get sparkapp NAME CURRENT STATE AGE spark-connect-server RunningHealthy 3m1s $ kubectl logs spark-connect-server-0-driver | tail -n1 {"ts":"2025-05-16T20:42:03.114Z","level":"INFO","msg":"Spark Connect server started at: 0:0:0:0:0:0:0:0%0:15002","context":{"host":"0:0:0:0:0:0:0:0%0","port":"15002"},"logger":"SparkConnectServer"} ``` After port-forwarding `4040`, visit the pod's driver website `Connect` tab. <img width="739" alt="Screenshot 2025-05-16 at 13 46 09" src="https://github.com/user-attachments/assets/4537779b-03e3-4577-abc7-019739a2f84c" /> ### Was this patch authored or co-authored using generative AI tooling? No. Closes #206 from dongjoon-hyun/SPARK-52194. Authored-by: Dongjoon Hyun <[email protected]> Signed-off-by: Dongjoon Hyun <[email protected]>
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examples/spark-connect-server.yaml

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# Licensed to the Apache Software Foundation (ASF) under one or more
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# contributor license agreements. See the NOTICE file distributed with
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# this work for additional information regarding copyright ownership.
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# The ASF licenses this file to You under the Apache License, Version 2.0
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# (the "License"); you may not use this file except in compliance with
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# the License. You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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apiVersion: spark.apache.org/v1alpha1
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kind: SparkApplication
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metadata:
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name: spark-connect-server
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spec:
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mainClass: "org.apache.spark.sql.connect.service.SparkConnectServer"
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sparkConf:
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spark.dynamicAllocation.enabled: "true"
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spark.dynamicAllocation.shuffleTracking.enabled: "true"
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spark.dynamicAllocation.minExecutors: "3"
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spark.dynamicAllocation.maxExecutors: "3"
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spark.kubernetes.authenticate.driver.serviceAccountName: "spark"
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spark.kubernetes.container.image: "apache/spark:4.0.0-preview2"
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applicationTolerations:
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resourceRetainPolicy: OnFailure
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runtimeVersions:
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scalaVersion: "2.13"
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sparkVersion: "4.0.0-preview2"

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