Nice Ted thanks much highest performance without any configuration changes
amazed!  Looking forward to running Spark 1.5 on my 2 tb skewed data which
involves group by union etc any other tips if you know for spark 1.5
On Sep 10, 2015 8:12 PM, "Ted Yu" <yuzhih...@gmail.com> wrote:

> Please see the following
> in sql/core/src/main/scala/org/apache/spark/sql/SQLConf.scala :
>
>   val TUNGSTEN_ENABLED = booleanConf("spark.sql.tungsten.enabled",
>     defaultValue = Some(true),
>     doc = "When true, use the optimized Tungsten physical execution
> backend which explicitly " +
>           "manages memory and dynamically generates bytecode for
> expression evaluation.")
>
>   val CODEGEN_ENABLED = booleanConf("spark.sql.codegen",
>     defaultValue = Some(true),  // use TUNGSTEN_ENABLED as default
>     doc = "When true, code will be dynamically generated at runtime for
> expression evaluation in" +
>       " a specific query.",
>     isPublic = false)
>
>   val UNSAFE_ENABLED = booleanConf("spark.sql.unsafe.enabled",
>     defaultValue = Some(true),  // use TUNGSTEN_ENABLED as default
>     doc = "When true, use the new optimized Tungsten physical execution
> backend.",
>     isPublic = false)
>
> Cheers
>
> On Thu, Sep 10, 2015 at 7:39 AM, unk1102 <umesh.ka...@gmail.com> wrote:
>
>> Hi Spark 1.5 looks promising how do we enable project tungsten for spark
>> sql
>> or is it enabled by default please guide.
>>
>>
>>
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