Commit 276a0a57 authored by R David Murray's avatar R David Murray

#20135: FAQ entry for list mutation.

This is a perennial question and something someone opens a ticket for probably
every other month or so, so I'm surprised we didn't already have a FAQ entry
for it.

The original patch was written by M. Votz, refined first by Ezio Melotti and
further refined by me.
parent 1643d5cb
......@@ -548,7 +548,7 @@ requested again. This is called "memoizing", and can be implemented like this::
# Calculate the value
result = ... expensive computation ...
_cache[(arg1, arg2)] = result # Store result in the cache
_cache[(arg1, arg2)] = result # Store result in the cache
return result
You could use a global variable containing a dictionary instead of the default
......@@ -604,6 +604,81 @@ arguments a function can accept. For example, given the function definition::
the values ``42``, ``314``, and ``somevar`` are arguments.
Why did changing list 'y' also change list 'x'?
------------------------------------------------
If you wrote code like::
>>> x = []
>>> y = x
>>> y.append(10)
>>> y
[10]
>>> x
[10]
you might be wondering why appending an element to ``y`` changed ``x`` too.
There are two factors that produce this result:
1) Variables are simply names that refer to objects. Doing ``y = x`` doesn't
create a copy of the list -- it creates a new variable ``y`` that refers to
the same object ``x`` refers to. This means that there is only one object
(the list), and both ``x`` and ``y`` refer to it.
2) Lists are :term:`mutable`, which means that you can change their content.
After the call to :meth:`~list.append`, the content of the mutable object has
changed from ``[]`` to ``[10]``. Since both the variables refer to the same
object, using either name accesses the modified value ``[10]``.
If we instead assign an immutable object to ``x``::
>>> x = 5 # ints are immutable
>>> y = x
>>> x = x + 1 # 5 can't be mutated, we are creating a new object here
>>> x
6
>>> y
5
we can see that in this case ``x`` and ``y`` are not equal anymore. This is
because integers are :term:`immutable`, and when we do ``x = x + 1`` we are not
mutating the int ``5`` by incrementing its value; instead, we are creating a
new object (the int ``6``) and assigning it to ``x`` (that is, changing which
object ``x`` refers to). After this assignment we have two objects (the ints
``6`` and ``5``) and two variables that refer to them (``x`` now refers to
``6`` but ``y`` still refers to ``5``).
Some operations (for example ``y.append(10)`` and ``y.sort()``) mutate the
object, whereas superficially similar operations (for example ``y = y + [10]``
and ``sorted(y)``) create a new object. In general in Python (and in all cases
in the standard library) a method that mutates an object will return ``None``
to help avoid getting the two types of operations confused. So if you
mistakenly write ``y.sort()`` thinking it will give you a sorted copy of ``y``,
you'll instead end up with ``None``, which will likely cause your program to
generate an easily diagnosed error.
However, there is one class of operations where the same operation sometimes
has different behaviors with different types: the augmented assignment
operators. For example, ``+=`` mutates lists but not tuples or ints (``a_list
+= [1, 2, 3]`` is equivalent to ``a_list.extend([1, 2, 3])`` and mutates
``a_list``, whereas ``some_tuple += (1, 2, 3)`` and ``some_int += 1`` create
new objects).
In other words:
* If we have a mutable object (:class:`list`, :class:`dict`, :class:`set`,
etc.), we can use some specific operations to mutate it and all the variables
that refer to it will see the change.
* If we have an immutable object (:class:`str`, :class:`int`, :class:`tuple`,
etc.), all the variables that refer to it will always see the same value,
but operations that transform that value into a new value always return a new
object.
If you want to know if two variables refer to the same object or not, you can
use the :keyword:`is` operator, or the built-in function :func:`id`.
How do I write a function with output parameters (call by reference)?
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