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Sandeep Singh authored
## What changes were proposed in this pull request? Now since we have migrated to Kryo-3.0.0 in https://issues.apache.org/jira/browse/SPARK-11416, we can gives users option to use unsafe SerDer. It can turned by setting `spark.kryo.useUnsafe` to `true` ## How was this patch tested? Ran existing tests ``` Benchmark Kryo Unsafe vs safe Serialization: Best/Avg Time(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------ basicTypes: Int unsafe:true 160 / 178 98.5 10.1 1.0X basicTypes: Long unsafe:true 210 / 218 74.9 13.4 0.8X basicTypes: Float unsafe:true 203 / 213 77.5 12.9 0.8X basicTypes: Double unsafe:true 226 / 235 69.5 14.4 0.7X Array: Int unsafe:true 1087 / 1101 14.5 69.1 0.1X Array: Long unsafe:true 2758 / 2844 5.7 175.4 0.1X Array: Float unsafe:true 1511 / 1552 10.4 96.1 0.1X Array: Double unsafe:true 2942 / 2972 5.3 187.0 0.1X Map of string->Double unsafe:true 2645 / 2739 5.9 168.2 0.1X basicTypes: Int unsafe:false 211 / 218 74.7 13.4 0.8X basicTypes: Long unsafe:false 247 / 253 63.6 15.7 0.6X basicTypes: Float unsafe:false 211 / 216 74.5 13.4 0.8X basicTypes: Double unsafe:false 227 / 233 69.2 14.4 0.7X Array: Int unsafe:false 3012 / 3032 5.2 191.5 0.1X Array: Long unsafe:false 4463 / 4515 3.5 283.8 0.0X Array: Float unsafe:false 2788 / 2868 5.6 177.2 0.1X Array: Double unsafe:false 3558 / 3752 4.4 226.2 0.0X Map of string->Double unsafe:false 2806 / 2933 5.6 178.4 0.1X ``` Author: Sandeep Singh <sandeep@techaddict.me> Author: Sandeep Singh <sandeep@origamilogic.com> Closes #12913 from techaddict/SPARK-928.
Sandeep Singh authored## What changes were proposed in this pull request? Now since we have migrated to Kryo-3.0.0 in https://issues.apache.org/jira/browse/SPARK-11416, we can gives users option to use unsafe SerDer. It can turned by setting `spark.kryo.useUnsafe` to `true` ## How was this patch tested? Ran existing tests ``` Benchmark Kryo Unsafe vs safe Serialization: Best/Avg Time(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------ basicTypes: Int unsafe:true 160 / 178 98.5 10.1 1.0X basicTypes: Long unsafe:true 210 / 218 74.9 13.4 0.8X basicTypes: Float unsafe:true 203 / 213 77.5 12.9 0.8X basicTypes: Double unsafe:true 226 / 235 69.5 14.4 0.7X Array: Int unsafe:true 1087 / 1101 14.5 69.1 0.1X Array: Long unsafe:true 2758 / 2844 5.7 175.4 0.1X Array: Float unsafe:true 1511 / 1552 10.4 96.1 0.1X Array: Double unsafe:true 2942 / 2972 5.3 187.0 0.1X Map of string->Double unsafe:true 2645 / 2739 5.9 168.2 0.1X basicTypes: Int unsafe:false 211 / 218 74.7 13.4 0.8X basicTypes: Long unsafe:false 247 / 253 63.6 15.7 0.6X basicTypes: Float unsafe:false 211 / 216 74.5 13.4 0.8X basicTypes: Double unsafe:false 227 / 233 69.2 14.4 0.7X Array: Int unsafe:false 3012 / 3032 5.2 191.5 0.1X Array: Long unsafe:false 4463 / 4515 3.5 283.8 0.0X Array: Float unsafe:false 2788 / 2868 5.6 177.2 0.1X Array: Double unsafe:false 3558 / 3752 4.4 226.2 0.0X Map of string->Double unsafe:false 2806 / 2933 5.6 178.4 0.1X ``` Author: Sandeep Singh <sandeep@techaddict.me> Author: Sandeep Singh <sandeep@origamilogic.com> Closes #12913 from techaddict/SPARK-928.