You should also set memory overhead i.e. --conf
spark.mesos.executor.memoryOverhead=${EXECUTOR_MEM} * .10On Mon, Nov 7, 2016 at 6:51 AM, Kürşat Kurt <kur...@kursatkurt.com> wrote: > I understand that i shoud set the executor memory. I tried with the > parameters below but OOM still occures... > > ./spark-submit --class main.scala.Test1 --master local[8] --driver-memory > 20g --executor-memory 20g > > > > *From:* Sean Owen [mailto:so...@cloudera.com] > *Sent:* Monday, November 7, 2016 12:21 PM > *To:* Kürşat Kurt <kur...@kursatkurt.com>; user@spark.apache.org > *Subject:* Re: Out of memory at 60GB free memory. > > > > You say "out of memory", and you allocate a huge amount of driver memory, > but, it's your executor that's running out of memory. You want > --executor-memory. You can't set it after the driver has run. > > On Mon, Nov 7, 2016 at 5:35 AM Kürşat Kurt <kur...@kursatkurt.com> wrote: > > Hi; > > I am trying to use Naive Bayes for multi-class classification. > > I am getting OOM at “pipeline.fit(train)” line. When i submit the code, > everything is ok so far the stage “collect at NaiveBayes.scala:400”. > > At this stage, starting 375 tasks very fast and going slowing down at this > point. Task count could not became 500, getting OOM at 380-390th task. > > > > -- [image: Orchard Platform] <http://www.orchardplatform.com/> *Rodrick Brown */ *DevOPs* 9174456839 / rodr...@orchardplatform.com Orchard Platform 101 5th Avenue, 4th Floor, New York, NY -- *NOTICE TO RECIPIENTS*: This communication is confidential and intended for the use of the addressee only. If you are not an intended recipient of this communication, please delete it immediately and notify the sender by return email. Unauthorized reading, dissemination, distribution or copying of this communication is prohibited. This communication does not constitute an offer to sell or a solicitation of an indication of interest to purchase any loan, security or any other financial product or instrument, nor is it an offer to sell or a solicitation of an indication of interest to purchase any products or services to any persons who are prohibited from receiving such information under applicable law. The contents of this communication may not be accurate or complete and are subject to change without notice. As such, Orchard App, Inc. (including its subsidiaries and affiliates, "Orchard") makes no representation regarding the accuracy or completeness of the information contained herein. The intended recipient is advised to consult its own professional advisors, including those specializing in legal, tax and accounting matters. Orchard does not provide legal, tax or accounting advice.
