PHILO-HE opened a new pull request, #10942:
URL: https://github.com/apache/incubator-gluten/pull/10942

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   ## What changes are proposed in this pull request?
   
   In Gluten, components like Iceberg depend on an Iceberg JAR (e.g., 
iceberg-spark-runtime-3.4_2.12), which is in "provided" scope. If Iceberg is 
enabled at build time or a Gluten release JAR (with all feature modules 
enabled) is used, the absence of corresponding classes at runtime can result in 
a `ClassNotFoundException`.
   
   By validating runtime compatibility through a core class check, we can:
   
   - Safely reference classes in the component module without relying on 
reflection which has perf overhead.
   - Prevent `ClassNotFoundException` issues during development of the related 
modules.
   - Improve the efficiency for Spark plan transformation by avoiding the 
execution of inapplicable rules injected by a runtime-not-compatible component.
   
   
   Related discussion: 
https://github.com/apache/incubator-gluten/pull/10900#discussion_r2447034497
   
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   ## How was this patch tested?
   Local test and CI verification.
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