Python mutable class variable vs immutable class variable

May 20, 2022

Running the sample code below:

class S:
    i = 0
    a = []
    def __init__(self):
        self.i += 1
        self.a.append(1)

s1 = S()
print((s1.i, s1.a))

s2 = S()
print((s2.i, s2.a))

The output will be:

(1, [1])
(1, [1, 1])

My question is why the int S.i reset to 0 for s2 but the list S.a does not reset to empty? I think it has something to do with the immutable int vs mutable list but could someone help to express more details what happened to the two class variables during the two init calls? Thanks!

>Solution :

self.i += 1

is equivalent to

self.i = self.i + 1

When the instance variable does not exist, the value is looked up on the class, so in this scenario, it is equivalent to

self.i = S.i + 1

After you define self.i, then any further value lookup is on the instance variable, not on the class variable. So after this line, you have S.i = 0 and s1.i = 1. Since S.i is not modified, s2.i also becomes 1.

On the other hand,