[R] Error: OutOfMemoryError (Java): GC overhead limit exceeded

Yuan, Rebecca rebecca.yuan at bankofamerica.com
Mon Feb 2 19:11:16 CET 2015


Hello Jim,

I already use “.xls” for the loading, but still have the memory issue….

Thanks,

Rebecca


From: jim holtman [mailto:jholtman at gmail.com]
Sent: Monday, February 02, 2015 10:21 AM
To: Jeff Newmiller
Cc: Yuan, Rebecca; R help (r-help at r-project.org)
Subject: Re: [R] Error: OutOfMemoryError (Java): GC overhead limit exceeded

On the off-chance, are you using XLConnect or xlsx packages that are using Java to access the spreadsheets?  If it is XLConnect, are you access the '.xlsx' style workbooks?  If so, can you try using '.xls' workbooks?  This is a problem that I have had; the '.xlsx' workbooks take a lot more resources (CPU and memory) to process.

A little more information like what your sessionInfo is would help a lot in responding to your problem.


Jim Holtman
Data Munger Guru

What is the problem that you are trying to solve?
Tell me what you want to do, not how you want to do it.

On Mon, Feb 2, 2015 at 9:27 AM, Jeff Newmiller <jdnewmil at dcn.davis.ca.us<mailto:jdnewmil at dcn.davis.ca.us>> wrote:
The memory issue is in Java, not R.

You can either be more parsimonious in your use of Java memory (we have no idea what you are doing with it here, so how you do that is up to you), or you can allocate more memory to Java (you may be able to guess how to do that, or read the Java documentation on the X parameter).
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On February 2, 2015 5:43:50 AM PST, "Yuan, Rebecca" <rebecca.yuan at bankofamerica.com<mailto:rebecca.yuan at bankofamerica.com>> wrote:
>Hello all,
>
>When I met this following error message:
>
>Error: OutOfMemoryError (Java): GC overhead limit exceeded
>
>I usually use the following options to overcome the memory limit:
>
>options(java.parameters = "-Xmx1024m") # to reduce the error message
>"Error: OutOfMemoryError (Java): GC overhead limit exceeded"
>
>However, this seems not working any more, is there any other way to
>help avoiding the memory error issue in R?
>
>Thanks very much!
>
>Cheers,
>
>Rebecca
>
>
>
>20
>
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