Created
August 25, 2021 13:55
Get memory requirement for a variable
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import sys | |
from types import ModuleType, FunctionType | |
from gc import get_referents | |
# Custom objects know their class. | |
# Function objects seem to know way too much, including modules. | |
# Exclude modules as well. | |
BLACKLIST = type, ModuleType, FunctionType | |
def getsize(obj): | |
"""sum size of object & members.""" | |
if isinstance(obj, BLACKLIST): | |
raise TypeError('getsize() does not take argument of type: '+ str(type(obj))) | |
seen_ids = set() | |
size = 0 | |
objects = [obj] | |
while objects: | |
need_referents = [] | |
for obj in objects: | |
if not isinstance(obj, BLACKLIST) and id(obj) not in seen_ids: | |
seen_ids.add(id(obj)) | |
size += sys.getsizeof(obj) | |
need_referents.append(obj) | |
objects = get_referents(*need_referents) | |
return size |
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