Re: when to use broadcast variables

2014-05-03 Thread Patrick Wendell
Broadcast variables need to fit entirely in memory - so that's a pretty good litmus test for whether or not to broadcast a smaller dataset or turn it into an RDD. On Fri, May 2, 2014 at 7:50 AM, Prashant Sharma scrapco...@gmail.com wrote: I had like to be corrected on this but I am just trying

when to use broadcast variables

2014-05-02 Thread Diana Carroll
Anyone have any guidance on using a broadcast variable to ship data to workers vs. an RDD? Like, say I'm joining web logs in an RDD with user account data. I could keep the account data in an RDD or if it's small, a broadcast variable instead. How small is small? Small enough that I know it

Re: when to use broadcast variables

2014-05-02 Thread Prashant Sharma
I had like to be corrected on this but I am just trying to say small enough of the order of few 100 MBs. Imagine the size gets shipped to all nodes, it can be a GB but not GBs and then depends on the network too. Prashant Sharma On Fri, May 2, 2014 at 6:42 PM, Diana Carroll