RE: What does Spark is not just MapReduce mean? Isn't every Spark job a form of MapReduce?

2015-06-29 Thread prajod.vettiyattil
Subject: RE: What does Spark is not just MapReduce mean? Isn't every Spark job a form of MapReduce? Spark comes with quite a few components. At it's core is..surprisespark core. This provides the core things required to run spark jobs. Spark provides a lot of operators out of the box...take a look

Re: What does Spark is not just MapReduce mean? Isn't every Spark job a form of MapReduce?

2015-06-28 Thread Koert Kuipers
spark is partitioner aware, so it can exploit a situation where 2 datasets are partitioned the same way (for example by doing a map-side join on them). map-red does not expose this. On Sun, Jun 28, 2015 at 12:13 PM, YaoPau jonrgr...@gmail.com wrote: I've heard Spark is not just MapReduce

Re: What does Spark is not just MapReduce mean? Isn't every Spark job a form of MapReduce?

2015-06-28 Thread Stephen Boesch
Vanilla map/reduce does not expose it: but hive on top of map/reduce has superior partitioning (and bucketing) support to Spark. 2015-06-28 13:44 GMT-07:00 Koert Kuipers ko...@tresata.com: spark is partitioner aware, so it can exploit a situation where 2 datasets are partitioned the same way

RE: What does Spark is not just MapReduce mean? Isn't every Spark job a form of MapReduce?

2015-06-28 Thread Ashic Mahtab
Spark comes with quite a few components. At it's core is..surprisespark core. This provides the core things required to run spark jobs. Spark provides a lot of operators out of the box...take a look at

RE: What does Spark is not just MapReduce mean? Isn't every Spark job a form of MapReduce?

2015-06-28 Thread Michael Malak
: 06/28/2015 10:51 AM (GMT-07:00) To: YaoPau jonrgr...@gmail.com,Apache Spark user@spark.apache.org Subject: RE: What does Spark is not just MapReduce mean? Isn't every Spark job a form of MapReduce? Spark comes with quite a few components. At it's core is..surprisespark core