Why does values of both variable change in Python? [duplicate]

Question

I have a small piece of code and a very big doubt.

s=['a','+','b']
s1=s
print s1
del s1[1]
print s1
print s

The output is

value of s1 ['a', '+', 'b']
value of s1 ['a', 'b']
value of s ['a', 'b']

Why is the value of variable 's' changing when I am modifying s1 alone? How can I fix this?

Thank you in advance :)

Answer 1

In your second line you're making new reference to s

s1=s

If you want different variable use slice operator:

s1 = s[:]

output:

>>> s=['a','+','b']
>>> s1=s[:]
>>> print s1
['a', '+', 'b']
>>> del s1[1]
>>> print s1
['a', 'b']
>>> print s
['a', '+', 'b']

here's what you have done before:

>>> import sys
>>> s=['a','+','b']
>>> sys.getrefcount(s)
2
>>> s1 = s
>>> sys.getrefcount(s)
3

you can see that reference count of s is increased by 1

From python docs

(Assignment statements in Python do not copy objects, they create bindings between a target and an object.).

Answer 2

The problem you're running into is that s1=s doesn't copy. It doesn't make a new list, it just says "the variable s1 should be another way of referring to s." So when you modify one, you can see the change through the other.

To avoid this problem, make a copy of s and store it into s1. There are a handful of ways to do this in Python, and they're covered in this question and its answers.