Re: About memory leak in spark 1.4.1

2015-08-04 Thread Barak Gitsis
-- *发件人:* Barak Gitsis;bar...@similarweb.com; *发送时间:* 2015年8月2日(星期天) 晚上9:55 *收件人:* Sea261810...@qq.com; Ted Yuyuzhih...@gmail.com; *抄送:* user@spark.apache.orguser@spark.apache.org; rxin r...@databricks.com; joshrosenjoshro...@databricks.com; davies dav...@databricks.com; *主题:* Re: About

Re: About memory leak in spark 1.4.1

2015-08-03 Thread Barak Gitsis
don't know whether it will still exist in the next release 1.5, I wish not. -- 原始邮件 -- *发件人:* Barak Gitsis;bar...@similarweb.com; *发送时间:* 2015年8月2日(星期天) 晚上9:55 *收件人:* Sea261810...@qq.com; Ted Yuyuzhih...@gmail.com; *抄送:* user@spark.apache.orguser

Re: Extremely poor predictive performance with RF in mllib

2015-08-03 Thread Barak Gitsis
hi, I've run into some poor RF behavior, although not as pronounced as you.. would be great to get more insight into this one Thanks! On Mon, Aug 3, 2015 at 8:21 AM pkphlam pkph...@gmail.com wrote: Hi, This might be a long shot, but has anybody run into very poor predictive performance

Re: About memory leak in spark 1.4.1

2015-08-02 Thread Barak Gitsis
Hi, reducing spark.storage.memoryFraction did the trick for me. Heap doesn't get filled because it is reserved.. My reasoning is: I give executor all the memory i can give it, so that makes it a boundary. From here i try to make the best use of memory I can. storage.memoryFraction is in a sense

Re: About memory leak in spark 1.4.1

2015-08-02 Thread Barak Gitsis
It is ok with spark 1.3.0, the problem is with spark 1.4.1. I don't think spark.storage.memoryFraction will make any sense, because it is still in heap memory. -- 原始邮件 -- *发件人:* Barak Gitsis;bar...@similarweb.com; *发送时间:* 2015年8月2日(星期天) 下午4:11 *收件人