How to clone or copy a list?

Question: 
What are the options to clone or copy a list in Python?

While using new_list = my_list, any modifications to new_list changes my_list every time. Why is this?

Best Answer:
With new_list = my_list, you don't actually have two lists. The assignment just copies the reference to the list, not the actual list, so both new_list and my_list refer to the same list after the assignment.
To actually copy the list, you have various possibilities:
  • You can use the builtin list.copy() method (available since Python 3.3):
  • new_list = old_list.copy()
  • You can slice it:
    Alex Martelli's opinion (at least back in 2007) about this is, that it is a weird syntax and it does not make sense to use it ever. ;) (In his opinion, the next one is more readable).
  • new_list = old_list[:]
  • You can use the built in list() function:
  • new_list = list(old_list)
  • You can use generic copy.copy():
    This is a little slower than list() because it has to find out the datatype of old_list first.
  • import copy
    new_list = copy.copy(old_list)
  • If the list contains objects and you want to copy them as well, use generic copy.deepcopy():
    Obviously the slowest and most memory-needing method, but sometimes unavoidable.
  • import copy
    new_list = copy.deepcopy(old_list)
Example:
import copy

class Foo(object):
    def __init__(self, val):
         self.val = val

    def __repr__(self):
        return str(self.val)

foo = Foo(1)

a = ['foo', foo]
b = a.copy()
c = a[:]
d = list(a)
e = copy.copy(a)
f = copy.deepcopy(a)

# edit orignal list and instance 
a.append('baz')
foo.val = 5

print('original: %r\n list.copy(): %r\n slice: %r\n list(): %r\n copy: %r\n deepcopy: %r'
      % (a, b, c, d, e, f))

Result:
original: ['foo', 5, 'baz']
list.copy(): ['foo', 5]
slice: ['foo', 5]
list(): ['foo', 5]
copy: ['foo', 5]
deepcopy: ['foo', 1]

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