shangeyao opened a new issue, #4382:
URL: https://github.com/apache/streampark/issues/4382

   ## Problem
   `SparkVersion` currently relies solely on `spark-submit --version`, which 
requires the Spark installation's JDK to be compatible with the Console JVM. 
This blocks registering Spark 4.x environments when Console runs on JDK 8.
   
   ## Proposed solution
   Adopt jar-first version detection (similar to Flink env registration 
improvements):
   - Parse version from `spark-core_*.jar` or `RELEASE` file under `SPARK_HOME`
   - Fall back to `spark-submit --version` only when jar parsing fails
   - Propagate Spark `JAVA_HOME` from `spark-env.sh` for job submission
   
   ## Scope
   - `SparkVersion.scala`, `SparkEnvUtils.scala`
   - `YarnClient.scala` (`setJavaHome`)
   - Tests and documentation


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