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https://issues.apache.org/jira/browse/SPARK-49491?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yuming Wang updated SPARK-49491:
--------------------------------
    Summary: Replace AnyRefMap with HashMap  (was: Replace HashMap with LongMap 
or AnyRefMap)

> Replace AnyRefMap with HashMap
> ------------------------------
>
>                 Key: SPARK-49491
>                 URL: https://issues.apache.org/jira/browse/SPARK-49491
>             Project: Spark
>          Issue Type: Improvement
>          Components: Spark Core
>    Affects Versions: 4.0.0
>            Reporter: Yuming Wang
>            Priority: Major
>
> JDK 1.8:
> {noformat}
> OpenJDK 64-Bit Server VM 1.8.0_382-b05 on Mac OS X 14.5
> Apple M2 Max
> Benchmark Map:                            Best Time(ms)   Avg Time(ms)   
> Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
> ------------------------------------------------------------------------------------------------------------------------
> HashMap                                            2028           2063        
>   98          0.0      506933.0       1.0X
> AnyRefMap                                          1901           1936        
>   19          0.0      475346.3       1.1X
> {noformat}
> Java 17:
> {noformat}
> OpenJDK 64-Bit Server VM 17.0.7+7-LTS on Mac OS X 14.5
> Apple M2 Max
> Benchmark Map:                            Best Time(ms)   Avg Time(ms)   
> Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
> ------------------------------------------------------------------------------------------------------------------------
> HashMap                                            1575           1615        
>   47          0.0      393832.3       1.0X
> AnyRefMap                                          1495           1502        
>    5          0.0      373664.5       1.1X
> {noformat}



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