Re: Tachyon in Spark

2014-12-15 Thread Jun Feng Liu
, Andrew Ash , "dev@spark.apache.org" Subject Re: Tachyo

Re: Tachyon in Spark

2014-12-12 Thread Haoyuan Li
IBM] > > BLD 28,ZGC Software Park > No.8 Rd.Dong Bei Wang West, Dist.Haidian Beijing 100193 > China > > > > > > *Reynold Xin >* > > 2014/12/12 10:22 > To > Andrew Ash , > cc > Jun Feng Liu/China/IBM@IBMCN, "dev@spark.apache.org" > &

Re: Tachyon in Spark

2014-12-12 Thread Jun Feng Liu
hina Reynold Xin 2014/12/12 10:22 To Andrew Ash , cc Jun Feng Liu/China/IBM@IBMCN, "dev@spark.apache.org" Subject Re: Tachyon in Spark Actually HY emailed me offline about this and this is supported in the latest version of Tachyon. It is a hard problem to push this into storage;

Re: Tachyon in Spark

2014-12-11 Thread Reynold Xin
Actually HY emailed me offline about this and this is supported in the latest version of Tachyon. It is a hard problem to push this into storage; need to think about how to handle isolation, resource allocation, etc. https://github.com/amplab/tachyon/blob/master/core/src/main/java/tachyon/master/D

Re: Tachyon in Spark

2014-12-11 Thread Reynold Xin
I don't think the lineage thing is even turned on in Tachyon - it was mostly a research prototype, so I don't think it'd make sense for us to use that. On Thu, Dec 11, 2014 at 3:51 PM, Andrew Ash wrote: > I'm interested in understanding this as well. One of the main ways Tachyon > is supposed

Re: Tachyon in Spark

2014-12-11 Thread Andrew Ash
I'm interested in understanding this as well. One of the main ways Tachyon is supposed to realize performance gains without sacrificing durability is by storing the lineage of data rather than full copies of it (similar to Spark). But if Spark isn't sending lineage information into Tachyon, then

Tachyon in Spark

2014-12-10 Thread Jun Feng Liu
Dose Spark today really leverage Tachyon linage to process data? It seems like the application should call createDependency function in TachyonFS to create a new linage node. But I did not find any place call that in Spark code. Did I missed anything? Best Regards Jun Feng Liu IBM China System