Re:Apache Spark Scale: A 60 TB+ production use case
by tveita on Thursday September 01, 2016 @03:19PM
(#12408114)
Have you run into any of the issues mentioned of the article? Some of them are regressions, which version of Spark were you running?
Out of the linked issues these all seem like they would be "easy" to hit given enough data:
https://issues.apache.org/jira/browse/SPARK-13279
https://issues.apache.org/jira/browse/SPARK-13850
"As far as we know, this is the largest real-world Spark job attempted in terms of shuffle data size"
I'm far, far from a world class engineer, but I regularly do 90 TiB shuffle sorts. I must seriously be missing something, here.