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[KYUUBI #7235][SPARK] add async fetch hdfs result
Previously, Spark SQL retrieved results from HDFS using a single thread, which was very slow. Adding a thread pool now improves the execution speed.
Why are the changes needed?
Improve execution efficiency
How was this patch tested?
UT added
Was this patch authored or co-authored using generative AI tooling?
No