recipe.py

"""
This is the recipe referenced from the offical Python documentation of the sys
library for finding the size of an arbitrary Python object when the getsizeof
is insufficient.

Docs: https://docs.python.org/3/library/sys.html#sys.getsizeof
Recipe: https://code.activestate.com/recipes/577504
"""
from __future__ import print_function
from sys import getsizeof, stderr
from itertools import chain
from collections import deque
try:
    from reprlib import repr
except ImportError:
    pass

from pympler import asizeof

def total_size(o, handlers={}, verbose=False):
    """ Returns the approximate memory footprint an object and all of its contents.

    Automatically finds the contents of the following builtin containers and
    their subclasses:  tuple, list, deque, dict, set and frozenset.
    To search other containers, add handlers to iterate over their contents:

        handlers = {SomeContainerClass: iter,
                    OtherContainerClass: OtherContainerClass.get_elements}

    """
    dict_handler = lambda d: chain.from_iterable(d.items())
    all_handlers = {tuple: iter,
                    list: iter,
                    deque: iter,
                    dict: dict_handler,
                    set: iter,
                    frozenset: iter,
                   }
    all_handlers.update(handlers) # user handlers take precedence
    seen = set()                  # track which object id's have already been seen
    default_size = getsizeof(0)   # estimate sizeof object without __sizeof__

    def sizeof(o):
        if id(o) in seen: # do not double count the same object
            return 0
        seen.add(id(o))
        s = getsizeof(o, default_size)

        if verbose:
            print(s, type(o), repr(o), file=stderr)

        for typ, handler in all_handlers.items():
            if isinstance(o, typ):
                s += sum(map(sizeof, handler(o)))
                break
        return s

    return sizeof(o)


##### Example call #####

if __name__ == '__main__':
    d = dict(a=1, b=2, c=3, d=[4,5,6,7], e='a string of chars')
    print(total_size(d, verbose=True))
    print(asizeof.asizeof(d))