No copies on assignment about labs HOT 4 OPEN

Ryan is right. This needs to be fixed—not sure how this got in there. We’d better check for other such errors

from labs.

A few articles for us to read as we fix this:
https://medium.com/@meghamohan/mutable-and-immutable-side-of-python-c2145cf72747
https://codehabitude.com/2013/12/24/python-objects-mutable-vs-immutable/
http://net-informations.com/python/iq/immutable.htm

from labs.

Here's an excerpt from a newer version of the lab (being merged in soon):

Every Python object type falls into one of two categories: a mutable object may be altered at any time, while an immutable object cannot be altered once created. Attempting to change an immutable object creates a new object in memory. If two names refer to the same mutable object, any changes to the object are reflected in both names since they still both refer to that same object. On the other hand, if two names refer to the same immutable object and one of the values is "changed," one name will refer to the original object, and the other will refer to a new object in memory.

The more I look at this lab, the more I want to rewrite some of it to do a better treatment of namespaces and mutability anyway, but this should be a sufficient patch for now.

from labs.

@shanemcq18, there is an important subtlety that needs to be addressed. What happens when your immutable object contains a reference to a mutable object? The description needs to emphasize that what makes a container immutable is the inability to change the references after object creation. However, if you are pointing to a mutable object inside an immutable container, then you can still change the mutable object since the reference stays the same.

a = [1]
b = (1, a)
# b is (1, [1])
a.append(2)
# b is now (1, [1, 2])
c = b + (4,)   # c is a new tuple: (1, [1, 2], 4)
a.append(3)
# b is now (1, [1, 2, 3])
# c is now (1, [1, 2, 3], 4)

It would be very easy for a beginner to assume that b does not change after updating a, because b is immutable. Even though b is an immutable object, it can't be used as a key in a dictionary or member of a set.

from labs.