A more problem is confusing me now, I read this blog 
http://kylin.apache.org/blog/2017/02/23/by-layer-spark-cubing/ 
<http://kylin.apache.org/blog/2017/02/23/by-layer-spark-cubing/> ,and got  the 
key  point of by-layer spark cubing is "a RDD  per layer”, and during the 
cubing, I take a look at Spark DAG, is that a spark job for a layer ?

my cube has 11 dimensions, the first spark job has 2 stages, Is the stage 1 get 
the first layer( 11-D Cuboid) RDD(in your blog is  RDD1) ?  In second job, it 
has 3 stages, the first stage is skipped , Are the remained 2 stages get the 
second layer(10-D cuboids) RDD (RDD2) ? and In every follow spark jobs, always 
skipped some former stages ,just leave last 2 stages to implements. 

Please forgive my ignorance of this. 

Thanks.
 

> 在 2017年3月3日,下午6:10,ShaoFeng Shi <[email protected]> 写道:
> 
> I'm afraid not that simple; the embedded spark in Kylin is v1.6.3, and the 
> Kylin code is compiled with 1.6.3 API; if you want to switch to 2.1, need 
> recompile and re-package. That is doable, you can take a try.
> 
> Get Outlook for iOS <https://aka.ms/o0ukef>
> 
> 
> 
> On Thu, Mar 2, 2017 at 1:37 PM +0700, "Mars Xu" <[email protected] 
> <mailto:[email protected]>> wrote:
> 
> Hi, Shaofeng,
> 
>       Can I change the spark version to spark 2.1 using 
> “kylin.engine.spark-conf” to config ? 
> 
>> 在 2017年3月1日,下午5:27,ShaoFeng Shi <[email protected] 
>> <mailto:[email protected]>> 写道:
>> 
>> Kylin embed a spark, which is spark v1.6.3; I added a blog to briefly 
>> introduce this, later will add a doc to instruct on how to config:
>> 
>> https://kylin.apache.org/blog/2017/02/23/by-layer-spark-cubing/ 
>> <https://kylin.apache.org/blog/2017/02/23/by-layer-spark-cubing/>
>> 
>> To customize the spark conf, please do that in kylin.properties with prefix 
>> "kylin.engine.spark-conf." 
>> 
>> 2017-03-01 15:49 GMT+08:00 Mars Xu <[email protected] 
>> <mailto:[email protected]>>:
>> Hi ,
>>    I have install kylin 2.0 beta on my cluster which has already deploy a 
>> spark 2.1, but when I startup kylin server and build cube, the Web UI of 
>> Cube Build Step show it is spark 1.6.3.
>> 
>>    Is that kylin already include a spark version ? or some other else I need 
>> to configure ?
>> 
>> 
>> Thanks
>> 
>> Mars.
>> 
>> 
>> 
>> -- 
>> Best regards,
>> 
>> Shaofeng Shi 史少锋
>> 
> 

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