Re: DataFrame/JDBC very slow performance

2015-08-26 Thread Dhaval Patel
Thanks Michael, much appreciated! Nothing should be held in memory for a query like this (other than a single count per partition), so I don't think that is the problem. There is likely an error buried somewhere. For your above comments - I don't get any error but just get the NULL as return

DataFrame/JDBC very slow performance

2015-08-24 Thread Dhaval Patel
I am trying to access a mid-size Teradata table (~100 million rows) via JDBC in standalone mode on a single node (local[*]). When I tried with BIG table (5B records) then no results returned upon completion of query. I am using Spark 1.4.1. and is setup on a very powerful machine(2 cpu, 24 cores,

Re: DataFrame/JDBC very slow performance

2015-08-24 Thread Michael Armbrust
Much appreciated! I am not comparing with select count(*) for performance, but it was one simple thing I tried to check the performance :). I think it now makes sense since Spark tries to extract all records before doing the count. I thought having an aggregated function query submitted over