[SPARK-53663] Add spark-history-server-preview.yaml

### What changes were proposed in this pull request?

Add `Spark History Server 4.1.0-preview` example (`spark-history-server-preview.yaml`)

### Why are the changes needed?

To allow users to use `Apache Spark 4.1.0` history server easily.

### Does this PR introduce _any_ user-facing change?

No.

### How was this patch tested?

Manual review.

```
$ kubectl apply -f localstack.yml
```

```
kubectl apply -f pi-with-eventlog.yaml
```

```
$ kubectl apply -f spark-history-server-preview.yaml
```

<img width="509" height="381" alt="Screenshot 2025-09-22 at 11 20 46" src="https://github.com/user-attachments/assets/889d8378-4ccb-4753-ab15-0cc26ae7e9e7" />

### Was this patch authored or co-authored using generative AI tooling?

No.

Closes #330 from dongjoon-hyun/SPARK-53663.

Authored-by: Dongjoon Hyun <[email protected]>
Signed-off-by: Dongjoon Hyun <[email protected]>

Author: dongjoon-hyun

examples/spark-history-server-preview.yaml

@@ -0,0 +1,43 @@
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements.  See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License.  You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+apiVersion: spark.apache.org/v1
+kind: SparkApplication
+metadata:
+  name: spark-history-server
+spec:
+  mainClass: "org.apache.spark.deploy.history.HistoryServer"
+  sparkConf:
+    spark.jars.packages: "org.apache.hadoop:hadoop-aws:3.4.1"
+    spark.jars.ivy: "/tmp/.ivy2.5.2"
+    spark.driver.memory: "2g"
+    spark.kubernetes.authenticate.driver.serviceAccountName: "spark"
+    spark.kubernetes.container.image: "apache/spark:4.1.0-preview1-java21-scala"
+    spark.ui.port: "18080"
+    spark.history.fs.logDirectory: "s3a://spark-events"
+    spark.history.fs.cleaner.enabled: "true"
+    spark.history.fs.cleaner.maxAge: "30d"
+    spark.history.fs.cleaner.maxNum: "100"
+    spark.history.fs.eventLog.rolling.maxFilesToRetain: "10"
+    spark.hadoop.fs.defaultFS: "s3a://spark-events"
+    spark.hadoop.fs.s3a.endpoint: "http://localstack:4566"
+    spark.hadoop.fs.s3a.path.style.access: "true"
+    spark.hadoop.fs.s3a.access.key: "test"
+    spark.hadoop.fs.s3a.secret.key: "test"
+  runtimeVersions:
+    sparkVersion: "4.1.0-preview1"
+  applicationTolerations:
+    restartConfig:
+      restartPolicy: Always
+      maxRestartAttempts: 9223372036854775807