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Closing matplolib figures
Jun. 25th, 2013 06:08 pmWorking on a bit of code to create a number of complex figures, I noticed that it seemed to leak memory like a sieve: around 7-10MB per figure, causing my already stressed desktop machine to decend into an epic bout of thrashing.
After scrutinising my code, I decided that that problem had to be with matplotlib and started skimming the documentation. I soon realised my mistake: although I'd been saving my figures and deleting the variable associated with them, I hadn't been running
After scrutinising my code, I decided that that problem had to be with matplotlib and started skimming the documentation. I soon realised my mistake: although I'd been saving my figures and deleting the variable associated with them, I hadn't been running
clf() and close() before doing so and the memory associated with them wasn't being realised. So I added a couple of lines of code and the memory footprint dropped from multiple GB to a more sustainable 200MB and remained stable for the duration of the run.
