jiangjiguang0719 created SPARK-42696:
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             Summary: Speed up parquet reading with Java Vector API
                 Key: SPARK-42696
                 URL: https://issues.apache.org/jira/browse/SPARK-42696
             Project: Spark
          Issue Type: New Feature
          Components: Input/Output
    Affects Versions: 3.5.0
            Reporter: jiangjiguang0719


Parquet has supported use Java 17 Vector API to perform bit-unpacking to enjoy 
4x ~ 8x performance gain in microbenchmark.

I have finished the TPC-H(SF100) benchmark with spark integrated parquet 
optimization, each SQL has a different performance gain,  Q6 can reach up 11%

 

Please assign it to me, I will summit a PR, thanks!



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