gatorsmile opened a new pull request #28252: [SPARK-31477][SQL] Dump codegen 
and compile time in BenchmarkQueryTest
URL: https://github.com/apache/spark/pull/28252
 
 
   ### What changes were proposed in this pull request?
   This PR is to dump the codegen and compilation time for benchmark query 
tests. 
   
   ### Why are the changes needed?
   Measure the codegen and compilation time costs in TPC-DS queries
   
   ### Does this PR introduce any user-facing change?
   No
   
   ### How was this patch tested?
   Manual test in my local laptop:
   ```
   23:13:12.845 WARN org.apache.spark.sql.TPCDSQuerySuite: 
   === Metrics of Whole-stage Codegen ===
   Total code generation time: 21.275102261 seconds
   Total compilation time: 12.223771828 seconds
   ```

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