With that much RAM, you probably have many cores. Consider splitting your long array across several R sessions with distributed parallel processing so that no one segment is over the limit. You will likely need the parallel processing anyway to make your computation time tolerable. See the pbdDEMO package and the rest of pbdR packages (see r-pbd.org).

Cheers,
George

On 1/6/14 6:00 AM, r-devel-requ...@r-project.org wrote:


----------------------------------------------------------------------

Message: 1
Date: Sun, 5 Jan 2014 20:18:06 +0000
From: Boris Aronshtam <baronsh...@lightminersystems.com>
To: "r-devel@r-project.org" <r-devel@r-project.org>
Cc: Boris Aronshtam <baronsh...@lightminersystems.com>
Subject: [Rd] Support for long arrays
Message-ID:
        <9d80368c6a00834189c1982fb64efa3007ee9...@ord2mbx07c.mex05.mlsrvr.com>
Content-Type: text/plain

My machine has hundreds of GB of RAM.  Is there a way to create an array having 
more than 2 Billion (2^31) rows?

I am trying to create a large array using:

d = c(1e+10,2)
a=array(0,d)

This results in the error:

Error in array(0, d) : negative length vectors are not allowed
In addition: Warning message:
In array(0, d) : NAs introduced by coercion

Note that I can create a vector of the same large size:

v=c(1:2e+10)



        [[alternative HTML version deleted]]



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Message: 2
Date: Sun, 05 Jan 2014 15:41:18 -0500
From: Duncan Murdoch <murdoch.dun...@gmail.com>
To: Boris Aronshtam <baronsh...@lightminersystems.com>,
        "r-devel@r-project.org" <r-devel@r-project.org>
Subject: Re: [Rd] Support for long arrays
Message-ID: <52c9c36e.6030...@gmail.com>
Content-Type: text/plain; charset=ISO-8859-1; format=flowed

On 14-01-05 3:18 PM, Boris Aronshtam wrote:
My machine has hundreds of GB of RAM.  Is there a way to create an array having 
more than 2 Billion (2^31) rows?
Not currently.  Individual dimensions are limited to signed 32 bit
values.  The overall count of elements is limited to 2^52 or so.

Duncan Murdoch

I am trying to create a large array using:

d = c(1e+10,2)
a=array(0,d)

This results in the error:

Error in array(0, d) : negative length vectors are not allowed
In addition: Warning message:
In array(0, d) : NAs introduced by coercion

Note that I can create a vector of the same large size:

v=c(1:2e+10)



        [[alternative HTML version deleted]]

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