Python does not take up available physical memory
ramit.prasad at jpmorgan.com
Fri Oct 19 21:38:54 CEST 2012
Chris Angelico wrote:
> On Sat, Oct 20, 2012 at 4:08 AM, Pradipto Banerjee
> <pradipto.banerjee at adainvestments.com> wrote:
> > I am trying to read a file into memory. The size of the file is around 1 GB.
> > I have a 3GB memory PC and the Windows Task Manager shows 2.3 GB available
> > physical memory when I was trying to read the file. I tried to read the file
> > as follows:
> >>>> fdata = open(filename, 'r').read()
> Is this Python 2 or Python 3? Just throwing a random possibility out
> there, could it be that reading it in and converting it to Unicode
> text requires more memory than you have?
> My recommendation: Unless you actually need to search the whole file
> as a single string, iterate over the file instead:
> for line in open(filename):
> # do something with line
If you (OP) are in Python 2.5+ I would do the following instead.
with open(filename) as f:
for line in f:
# do something with line
This will automatically close the file when it is done. I doubt
it will help with memory issues, but closing files after you
are done with them is a Good practice.
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