[IPython-dev] memory leak?
jorgen.stenarson at bostream.nu
Fri Apr 7 12:45:28 CDT 2006
Fernando Perez skrev:
> Jörgen Stenarson wrote:
>> lately I have been using ipython to %run scripts that create large
>> numeric arrays (in my case say 1000x1000 complex numbers). The problem
>> I see is that when I rerun the script its like all variables created
>> in that file are not freed even though if they have not been accessed
>> in a way that would put them in the In or Out cache. For instance
>> %running a file containing
>> import Numeric
>> repeatedly without any intervening commands will have memory usage go
>> up with every invocation of %run. But using execfile from an ordinary
>> python prompt on the same file this is not the case. Is this a known
>> problem (I'm on windows)? If it is, is there some way to manually free
>> this memory?
> I suspect the difference comes from the fact that ipython updates the
> interactive namespace with the namespace where execfile() ran, so you do
> end up holding a reference to 'a' in your user namespace. However, on
> each run this reference gets updated, so at least all previous instances
> should be freed.
> IPython can't strictly speaking _leak_ memory in the C sense, given that
> we have no extension code of our own. What can happen is that we hold
> references to stuff which prevent garbage collection from doing its
> job. Just a technicality (since the end effect is the same, lost
> memory), but I wanted to clarify the language.
> Try running a garbage collection manually, that may help:
> import gc
> and let us know what you see.
The gc.collect() works as long as I have not done something that will
put results in Out. I have tried Out.clear() and deleting all _x where x
is a number. But that doesn't do the trick, is there some other way of
clearing the output cache?
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