[R] R for large data sets
wei, xiaoyan
wei_xiaoyan at emc.com
Tue Jan 15 22:11:36 CET 2002
Where is R-patched? I didnot see it in index of /R/CRAN/src/base today. I
remeber seeing it a few days ago.
Thanks.
-----Original Message-----
From: Prof Brian Ripley [mailto:ripley at stats.ox.ac.uk]
Sent: Tuesday, January 15, 2002 2:43 PM
To: wei, xiaoyan
Cc: r-help at stat.math.ethz.ch
Subject: Re: [R] R for large data sets
On Tue, 15 Jan 2002, wei, xiaoyan wrote:
> As a part of our regular data analysis, I have to read in large data sets
> with six columns and about a million rows. In Splus, this usually take a
> couple of minutes. I just tried R, it seems take forever to use
read.table()
> to read in the data frame! It did not help much even though I specified
> colClasses and nrows in read.table().
>
> How is R's ability to analyze large data sets? I used R on solaris 2.6 and
I
> used all default compilation flags when building the R package. Will it
help
> if I use some compilation flags with higher optimization level?
It will help to use R-patched, since I guess you are using 1.4.0.
Also, look in the list archives, as I answered this more fully earlier
today.
In either S-PLUS or R, scan would be a better choice for such a dataset.
--
Brian D. Ripley, ripley at stats.ox.ac.uk
Professor of Applied Statistics, http://www.stats.ox.ac.uk/~ripley/
University of Oxford, Tel: +44 1865 272861 (self)
1 South Parks Road, +44 1865 272860 (secr)
Oxford OX1 3TG, UK Fax: +44 1865 272595
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