Python Parameters - Pass-By-Value or Pass-By-Reference?

Passing parameters to functions and methods.  Pass-by-value?  Pass-by-reference? 
Which does your language use?

You probably learned this in your first CS class... so did I.

Then why did it take me a frakin' month to understand what Python does? :)

Well... if you look online, you will find some very ambiguous answers about Python
being pass-by-reference or pass-by-value.  (which ends up boiling down to
semantics and how you use certain terminology, but forget that for now)

To review, how do other languages handle this concept?

C is pass-by-value

Straightforward. You can simulate pass-by-reference with pointers.  Not much
else to say here.

Java is pass-by-value

Primitive Types (non-object built-in types) are simply passed by value.  Passing
Object References feels like pass-by-reference, but it isn't.  What you are really
doing is passing references-to-objects by value.

OK, so what about Python?

Python passes references-to-objects by value (like Java), and everything in Python
is an object. This sounds simple, but then you will notice that some data types seem
to exhibit pass-by-value characteristics, while others seem to act like pass-by-reference...
what's the deal?

It is important to understand mutable and immutable objects. Some objects, like strings,
tuples, and numbers, are immutable.  Altering them inside a function/method will
create a new instance and the original instance outside the function/method is not
changed.  Other objects, like lists and dictionaries are mutable, which means
you can change the object in-place.  Therefore, altering an object inside a function/method
will also change the original object outside.

For entirely too much information about this topic in Python and across many other
languages (Java, Scheme, C#, C, C++, Python), read the
thread where these quotes come from

Is Python By Value Or By Reference?

Alex Martelli:

The terminology problem may be due to the fact that, in python, the value
of a name is a reference to an object. So, you always pass the value (no implicit
copying), and that value is always a reference.
Now if you want to coin a name for that, such as "by object reference", "by uncopied
value", or whatever, be my guest. Trying to reuse terminology that is more generally
applied to languages where "variables are boxes" to a language where "variables are
post-it tags" is, IMHO, more likely to confuse than to help.

Michael Hoffman:

Alex is right that trying to shoehorn Python into a "pass-by-reference"
or "pass-by-value" paradigm is misleading and probably not very helpful. In Python
every variable assignment (even an assignment of a small integer) is an assignment
of a reference. Every function call involves passing the values of those references.