[R] Reading in large file in pieces
Prof Brian Ripley
ripley at stats.ox.ac.uk
Fri Dec 23 08:41:10 CET 2005
On Thu, 22 Dec 2005, Sean Davis wrote:
> I have a large file (millions of lines) and would like to read it in pieces.
> The file is logically separated into little modules, but these modules do
> not have a common size, so I have to scan the file to know where they are.
> They are independent, so I don't have to read one at the end to interpret
> one at the beginning. Is there a way to read one line at a time and parse
> it on the fly and do so quickly, or do I need to read say 100k lines at a
> time and then work with those? Only a small piece of each module will
> remain in memory after parsing is completed on each module.
> My direct question is: Is there a fast way to parse one line at a time
> looking for breaks between "modules", or am I better off taking large but
> manageable chunks from the file and parsing that chunk all at once?
On any reasonable OS (you have not told us yours), it will make no
difference as the file reads will be buffered. Assuming you are doing
something like opening a connection and calling readLines(n=1), of course.
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 272866 (PA)
Oxford OX1 3TG, UK Fax: +44 1865 272595
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