List assignment with [:]

Question

What\'s the difference between

list = range(100)

and

list[:] = range(100)

in Python?

EDI

Answer 1

When you do

lst = anything

You're pointing the name lst at an object. It doesn't change the old object lst used to point to in any way, though if nothing else pointed to that object its reference count will drop to zero and it will get deleted.

When you do

lst[:] = whatever

You're iterating over whatever, creating an intermediate tuple, and assigning each item of the tuple to an index in the already existing lst object. That means if multiple names point to the same object, you will see the change reflected when you reference any of the names, just as if you use append or extend or any of the other in-place operations.

An example of the difference:

>>> lst = range(1, 4)
>>> id(lst)
74339392
>>> lst = [1, 2, 3]
>>> id(lst)  # different; you pointed lst at a new object
73087936
>>> lst[:] = range(1, 4)
>>> id(lst)  # the same, you iterated over the list returned by range
73087936
>>> lst = xrange(1, 4)
>>> lst
xrange(1, 4)   # not a list, an xrange object
>>> id(lst)   # and different
73955976
>>> lst = [1, 2, 3]
>>> id(lst)    # again different
73105320
>>> lst[:] = xrange(1, 4) # this gets read temporarily into a tuple
>>> id(lst)   # the same, because you iterated over the xrange
73105320
>>> lst    # and still a list
[1, 2, 3]

When it comes to speed, slice assignment is slower. See Python Slice Assignment Memory Usage for more information about its memory usage.