Check memory usage of your Python objects

With sys.getsizeof() you can check the memory usage of an object. To do so, first import the module sys:

import sys

mylist = range(0, 10000)
# 48

Woah… wait… why is this huge list only 48 bytes?

It’s because the range function returns an iterable object that only behaves like a list of numbers, but internally simply keeps count of the last iteration number. A range is magnitudes more memory efficient than using an actual list of numbers.

You can see for yourself by using a list comprehension to create an actual Python list of numbers from the same range:

import sys

myreallist = [x for x in range(0, 10000)]
# 87632

That’s roughly 87KB for 10,000 numbers.

Not very accurate

One thing to note: this method is not very accurate. sys.getsizeof will not recursively calculate the memory usage of all objects in a list or dictionary. So when requesting the size of a list, you request only the size of the list itself and all its references to the content, but the size of all those integers themselves is not taken into account. E.g., a Python integer takes up 28 bytes by itself:

>>> import sys
>>> sys.getsizeof(1)
>>> 10000 * 28

10K integers will take up an additional 280K or so bytes of memory, in addition to the list size of 87K.

About Erik van Baaren

Erik is the owner of Python Land and the author of many of the articles and tutorials on this website. He's been working as a professional software developer for 25 years, and he holds a Master of Science degree in computer science. His favorite language of choice: Python! Writing good articles takes time and effort. Did you like this tutorial? You can buy him a coffee to show your appreciation.

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