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https://issues.apache.org/jira/browse/SPARK-49491?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
Yuming Wang updated SPARK-49491:
--------------------------------
Description:
scala 2.13.8:
{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 1121 1126
3 0.0 280264.2 1.0X
AnyRefMap 1590 1609
29 0.0 397386.4 0.7X
{noformat}
scala 2.12.18:
{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 1679 1689
11 0.0 419759.2 1.0X
AnyRefMap 1585 1592
8 0.0 396357.1 1.1X
{noformat}
More details:
https://github.com/scala/bug/issues/13029#issuecomment-2325489902
was:
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}
> 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
>
> scala 2.13.8:
> {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 1121 1126
> 3 0.0 280264.2 1.0X
> AnyRefMap 1590 1609
> 29 0.0 397386.4 0.7X
> {noformat}
> scala 2.12.18:
> {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 1679 1689
> 11 0.0 419759.2 1.0X
> AnyRefMap 1585 1592
> 8 0.0 396357.1 1.1X
> {noformat}
> More details:
> https://github.com/scala/bug/issues/13029#issuecomment-2325489902
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