cutiechi opened a new pull request, #7113:
URL: https://github.com/apache/kyuubi/pull/7113

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   ### Why are the changes needed?
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   This change addresses an issue where the Flink engine in Kyuubi would 
perform a Hadoop classpath check even when a ‎`flink-shaded-hadoop` jar is 
already present in the Flink ‎`lib` directory. In such cases, the check is 
unnecessary and may cause confusion or warnings in environments where the 
shaded jar is used instead of a full Hadoop classpath. By skipping the check 
when a ‎`flink-shaded-hadoop` jar exists, we improve compatibility and reduce 
unnecessary log output.
   
   ### How was this patch tested?
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   The patch was tested by deploying Kyuubi with a Flink environment that 
includes a ‎`flink-shaded-hadoop` jar in the ‎`lib` directory and verifying 
that the classpath check is correctly skipped. Additional tests ensured that 
the check still occurs when neither the Hadoop classpath nor the shaded jar is 
present. Unit tests and manual verification steps were performed to confirm the 
fix.
   
   ### Was this patch authored or co-authored using generative AI tooling?
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   No.
   


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