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Title: Multiple Inheritance - Multiple Parents (Video) – Real Python

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Description: In the previous lesson, I introduced you to inheritance and multi-level hierarchies. In this lesson, I’ll show you how a class could have multiple parents. Python supports multiple inheritance, meaning a class can be a child of many parents. When…

Open Graph Description: In the previous lesson, I introduced you to inheritance and multi-level hierarchies. In this lesson, I’ll show you how a class could have multiple parents. Python supports multiple inheritance, meaning a class can be a child of many parents. When…

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Discussion (1)https://realpython.com/lessons/python-multiple-inheritance/#discussion
00:00https://realpython.com/lessons/python-multiple-inheritance/#t=0.55
In the previous lesson,https://realpython.com/lessons/python-multiple-inheritance/#t=0.55
I introduced you to inheritance and multi-level hierarchies. In this lesson,https://realpython.com/lessons/python-multiple-inheritance/#t=1.69
I’ll show you how a class could have multiple parents.https://realpython.com/lessons/python-multiple-inheritance/#t=6.28
00:10https://realpython.com/lessons/python-multiple-inheritance/#t=10.12
Python supports multiple inheritance,https://realpython.com/lessons/python-multiple-inheritance/#t=10.12
meaning a class can be a child of many parents. When you do this,https://realpython.com/lessons/python-multiple-inheritance/#t=12.33
you get a union of all the things in every parent you inherit from.https://realpython.com/lessons/python-multiple-inheritance/#t=16.98
00:20https://realpython.com/lessons/python-multiple-inheritance/#t=20.99
Let’s go look at some code. Okay,https://realpython.com/lessons/python-multiple-inheritance/#t=20.99
more classes about vehicles and including flying vehicles.https://realpython.com/lessons/python-multiple-inheritance/#t=24.57
You just sort of run out of examples after a while.https://realpython.com/lessons/python-multiple-inheritance/#t=28.52
At the top here, I have a parent class having .make and .model attributes and .start()https://realpython.com/lessons/python-multiple-inheritance/#t=31.97
and .stop() methods. Let me scroll down a bit.https://realpython.com/lessons/python-multiple-inheritance/#t=36.29
00:41https://realpython.com/lessons/python-multiple-inheritance/#t=41.22
Here is a Car.https://realpython.com/lessons/python-multiple-inheritance/#t=41.22
The Car is a Vehicle, and as it doesn’t override anything,https://realpython.com/lessons/python-multiple-inheritance/#t=42.77
it gains the .__init__(), attributes, and .start() and .stop() methods from Vehicle.https://realpython.com/lessons/python-multiple-inheritance/#t=46.81
00:52https://realpython.com/lessons/python-multiple-inheritance/#t=52.57
It then declares its own additional method called .drive().https://realpython.com/lessons/python-multiple-inheritance/#t=52.57
Scrolling a bit more …https://realpython.com/lessons/python-multiple-inheritance/#t=56.94
01:01https://realpython.com/lessons/python-multiple-inheritance/#t=61.02
AirCraft is another Vehicle. Similar to Car,https://realpython.com/lessons/python-multiple-inheritance/#t=61.02
it gets its parent’s members and adds its own method. And here it’s timehttps://realpython.com/lessons/python-multiple-inheritance/#t=64.28
to enter the future: a flying car.https://realpython.com/lessons/python-multiple-inheritance/#t=69.28
01:12https://realpython.com/lessons/python-multiple-inheritance/#t=72.06
The syntax for inheriting from multiple classes is to comma-separate the list ofhttps://realpython.com/lessons/python-multiple-inheritance/#t=72.06
classes in the declaration.https://realpython.com/lessons/python-multiple-inheritance/#t=76.4
The FlyingCar is both a Car and an AirCraft,https://realpython.com/lessons/python-multiple-inheritance/#t=78.66
which of course also makes it a Vehicle through its grandparents.https://realpython.com/lessons/python-multiple-inheritance/#t=81.97
01:26https://realpython.com/lessons/python-multiple-inheritance/#t=86.67
Let’s create some objects.https://realpython.com/lessons/python-multiple-inheritance/#t=86.67
01:39https://realpython.com/lessons/python-multiple-inheritance/#t=99.95
I’ve created a FlyingCar and then called .start().https://realpython.com/lessons/python-multiple-inheritance/#t=99.95
Remember that method was declared in Vehicle, the grandparent, andhttps://realpython.com/lessons/python-multiple-inheritance/#t=105.73
01:51https://realpython.com/lessons/python-multiple-inheritance/#t=111.2
as FlyingCar is a Car, it can drive.https://realpython.com/lessons/python-multiple-inheritance/#t=111.2
01:56https://realpython.com/lessons/python-multiple-inheritance/#t=116.09
And because it’s an AirCraft,https://realpython.com/lessons/python-multiple-inheritance/#t=116.09
it can fly. The same rules around super() apply here as well.https://realpython.com/lessons/python-multiple-inheritance/#t=117.53
Everything from the previous lesson can be used in conjunction with multiplehttps://realpython.com/lessons/python-multiple-inheritance/#t=122.93
class inheritance.https://realpython.com/lessons/python-multiple-inheritance/#t=126.72
02:10https://realpython.com/lessons/python-multiple-inheritance/#t=130.1
Multiple inheritance introduces a problem though you can get conflicts.https://realpython.com/lessons/python-multiple-inheritance/#t=130.1
Consider this diagram representing the classes you just saw.https://realpython.com/lessons/python-multiple-inheritance/#t=134.62
What happens if I extend the .start() method in Car, changing its behavior?https://realpython.com/lessons/python-multiple-inheritance/#t=138.13
02:23https://realpython.com/lessons/python-multiple-inheritance/#t=143.72
Now I have what is called the diamond problem, named after the shape of the classhttps://realpython.com/lessons/python-multiple-inheritance/#t=143.72
diagram. Which .start() does FlyingCar get? The one fromhttps://realpython.com/lessons/python-multiple-inheritance/#t=147.86
Car or the one from AirCraft,https://realpython.com/lessons/python-multiple-inheritance/#t=152.73
which AirCraft inherited from the grandparent, Vehicle?https://realpython.com/lessons/python-multiple-inheritance/#t=155.03
02:39https://realpython.com/lessons/python-multiple-inheritance/#t=159.01
Different languages deal with this problem differently.https://realpython.com/lessons/python-multiple-inheritance/#t=159.01
Let’s talk about how Python does it.https://realpython.com/lessons/python-multiple-inheritance/#t=162.03
Python’s answer is called the method resolution order, or MRO tohttps://realpython.com/lessons/python-multiple-inheritance/#t=164.61
its friends. When you look for a member on a class or object,https://realpython.com/lessons/python-multiple-inheritance/#t=169.55
Python looks for it in the following order. First,https://realpython.com/lessons/python-multiple-inheritance/#t=173.91
it looks at the current class, then at the leftmost superclass.https://realpython.com/lessons/python-multiple-inheritance/#t=177.6
03:02https://realpython.com/lessons/python-multiple-inheritance/#t=182.14
That’s the first one listed in the inheritance declaration.https://realpython.com/lessons/python-multiple-inheritance/#t=182.14
That was Car in my example. After that,https://realpython.com/lessons/python-multiple-inheritance/#t=185.79
it moves in order along the inheritance declaration. So after Car,https://realpython.com/lessons/python-multiple-inheritance/#t=188.87
it would check in AirCraft. If it still hasn’t found what you asked for,https://realpython.com/lessons/python-multiple-inheritance/#t=192.79
it then moves up to the grandparents, following the same inheritance declarationhttps://realpython.com/lessons/python-multiple-inheritance/#t=197.21
order until finally it gets to the ancestor of allhttps://realpython.com/lessons/python-multiple-inheritance/#t=201.63
objects. In Python, the object class. That name’s not confusing.https://realpython.com/lessons/python-multiple-inheritance/#t=206.42
03:31https://realpython.com/lessons/python-multiple-inheritance/#t=211.85
If you ever wondered where .__init__(), .__str__(), and similar methods arehttps://realpython.com/lessons/python-multiple-inheritance/#t=211.85
defined if you don’t define them in your class, well,https://realpython.com/lessons/python-multiple-inheritance/#t=215.51
they’re in the object class.https://realpython.com/lessons/python-multiple-inheritance/#t=218.62
03:40https://realpython.com/lessons/python-multiple-inheritance/#t=220.69
All classes in Python inherit from it automatically.https://realpython.com/lessons/python-multiple-inheritance/#t=220.69
So, the short version of the MRO:https://realpython.com/lessons/python-multiple-inheritance/#t=224.82
the order of the class declaration statement is the orderhttps://realpython.com/lessons/python-multiple-inheritance/#t=226.94
Python looks for things. Let’s go resolve some method orders.https://realpython.com/lessons/python-multiple-inheritance/#t=230.04
03:55https://realpython.com/lessons/python-multiple-inheritance/#t=235.97
Pardon the generic class names here,https://realpython.com/lessons/python-multiple-inheritance/#t=235.97
but sometimes an abstract concept makes it clearer. This file has four classes:https://realpython.com/lessons/python-multiple-inheritance/#t=238.13
A, B, C, and D. A is the grandparent, Bhttps://realpython.com/lessons/python-multiple-inheritance/#t=243.35
inherits from A, C inherits from A, and Dhttps://realpython.com/lessons/python-multiple-inheritance/#t=247.55
inherits from B and C. A, B, and C all have a methodhttps://realpython.com/lessons/python-multiple-inheritance/#t=251.43
creatively named .method(). As D doesn’t override anything.https://realpython.com/lessons/python-multiple-inheritance/#t=256.63
04:20https://realpython.com/lessons/python-multiple-inheritance/#t=260.69
The MRO is what determines what happens. Before I show the result,https://realpython.com/lessons/python-multiple-inheritance/#t=260.69
take a second and determine what will happen when I call .method() on the Dhttps://realpython.com/lessons/python-multiple-inheritance/#t=265.14
object. Okay, let’s see if you were right.https://realpython.com/lessons/python-multiple-inheritance/#t=269.77
04:34https://realpython.com/lessons/python-multiple-inheritance/#t=274.44
Importing D …https://realpython.com/lessons/python-multiple-inheritance/#t=274.44
instantiating … and calling D’S .method() method.https://realpython.com/lessons/python-multiple-inheritance/#t=276.81
As D doesn’t override the .method() method, the MRO gets used.https://realpython.com/lessons/python-multiple-inheritance/#t=282.63
04:47https://realpython.com/lessons/python-multiple-inheritance/#t=287.35
The first class that D inherits from is B, so B’s method is what was resolved.https://realpython.com/lessons/python-multiple-inheritance/#t=287.35
Python even includes a handy attribute that shows you the MRO for a class inhttps://realpython.com/lessons/python-multiple-inheritance/#t=292.63
case you aren’t sure.https://realpython.com/lessons/python-multiple-inheritance/#t=297.45
05:01https://realpython.com/lessons/python-multiple-inheritance/#t=301.67
.__mr0__ shows D,https://realpython.com/lessons/python-multiple-inheritance/#t=301.67
B, C, A, and then the ancestor of all: object.https://realpython.com/lessons/python-multiple-inheritance/#t=303.39
If you ever run into a tricky inheritance problem and you’re not sure wherehttps://realpython.com/lessons/python-multiple-inheritance/#t=307.85
something is coming from, .__mro__ can be helpful.https://realpython.com/lessons/python-multiple-inheritance/#t=310.75
05:17https://realpython.com/lessons/python-multiple-inheritance/#t=317.32
A mixin is a special name for a class that doesn’t have any attributes. Youhttps://realpython.com/lessons/python-multiple-inheritance/#t=317.32
inherit from a mixin in order to add its methods to your class.https://realpython.com/lessons/python-multiple-inheritance/#t=322.32
This often serves the same purpose as that oh-so-commonhttps://realpython.com/lessons/python-multiple-inheritance/#t=326.68
util.py file everybody has where you put miscellaneous functions.https://realpython.com/lessons/python-multiple-inheritance/#t=329.75
05:34https://realpython.com/lessons/python-multiple-inheritance/#t=334.96
It’s the object-oriented version of the same.https://realpython.com/lessons/python-multiple-inheritance/#t=334.96
You build a mixin with generally useful methods, then include it in any classhttps://realpython.com/lessons/python-multiple-inheritance/#t=338.11
where you need those methods.https://realpython.com/lessons/python-multiple-inheritance/#t=342.41
05:45https://realpython.com/lessons/python-multiple-inheritance/#t=345.06
Mixins are never instantiated directly, and you’ll see them a lot in frameworks.https://realpython.com/lessons/python-multiple-inheritance/#t=345.06
For example,https://realpython.com/lessons/python-multiple-inheritance/#t=350.21
in Django, you might use one that adds database query features, and you’d mixhttps://realpython.com/lessons/python-multiple-inheritance/#t=350.85
it in with your database models.https://realpython.com/lessons/python-multiple-inheritance/#t=355.75
05:59https://realpython.com/lessons/python-multiple-inheritance/#t=359.03
A quick tangent before I show you a mixin. Python stores the writable membershttps://realpython.com/lessons/python-multiple-inheritance/#t=359.03
of classes and objects in an internal dictionary.https://realpython.com/lessons/python-multiple-inheritance/#t=363.97
This dictionary is named .__dict__.https://realpython.com/lessons/python-multiple-inheritance/#t=368.06
06:11https://realpython.com/lessons/python-multiple-inheritance/#t=371.6
The built-in vars() function displays the contents of that dictionary on yourhttps://realpython.com/lessons/python-multiple-inheritance/#t=371.6
object. I kind of glossed over something quickly at the top of this slide.https://realpython.com/lessons/python-multiple-inheritance/#t=376.42
06:20https://realpython.com/lessons/python-multiple-inheritance/#t=380.91
Just what do I mean by writable? Well,https://realpython.com/lessons/python-multiple-inheritance/#t=380.91
things that you can change. For an instancehttps://realpython.com/lessons/python-multiple-inheritance/#t=384.3
object, that is its attributes. For a class,https://realpython.com/lessons/python-multiple-inheritance/#t=387.12
that’s pretty much everything.https://realpython.com/lessons/python-multiple-inheritance/#t=390.74
06:33https://realpython.com/lessons/python-multiple-inheritance/#t=393.5
The next couple sentences are a bit of a deep dive behind the scenes, and youhttps://realpython.com/lessons/python-multiple-inheritance/#t=393.5
really don’t have to worry about it when you’re writing classes,https://realpython.com/lessons/python-multiple-inheritance/#t=397.68
but methods are functions bound to a class using a reference.https://realpython.com/lessons/python-multiple-inheritance/#t=400.58
06:45https://realpython.com/lessons/python-multiple-inheritance/#t=405.39
When you invoke a method on an instance,https://realpython.com/lessons/python-multiple-inheritance/#t=405.39
it’s invoking the corresponding bound function on the class, passing in thehttps://realpython.com/lessons/python-multiple-inheritance/#t=407.91
instance. Because it’s an object,https://realpython.com/lessons/python-multiple-inheritance/#t=412.52
you can actually modify the reference on the class and point it to a differenthttps://realpython.com/lessons/python-multiple-inheritance/#t=415.58
function. You really shouldn’t unless you’re trying to do something fancy,https://realpython.com/lessons/python-multiple-inheritance/#t=419.76
but that’s actually how it works. Why do I bring all this up? Well,https://realpython.com/lessons/python-multiple-inheritance/#t=423.94
if you look at the writable things on a class,https://realpython.com/lessons/python-multiple-inheritance/#t=428.64
that includes the methods as well as any class attributes. Forhttps://realpython.com/lessons/python-multiple-inheritance/#t=431.17
the purpose of the mixin I’m about to show you,https://realpython.com/lessons/python-multiple-inheritance/#t=436.1
the important thing you have to remember is that .__dict__ contains thehttps://realpython.com/lessons/python-multiple-inheritance/#t=438.04
attributes of an object. There’s an exception to all this,https://realpython.com/lessons/python-multiple-inheritance/#t=441.62
but I’ll leave that to a later lesson.https://realpython.com/lessons/python-multiple-inheritance/#t=445.08
07:29https://realpython.com/lessons/python-multiple-inheritance/#t=449.08
This file contains a mixin that does JSON serialization.https://realpython.com/lessons/python-multiple-inheritance/#t=449.08
The JSONMixin is a class like any other.https://realpython.com/lessons/python-multiple-inheritance/#t=453.74
It has methods and no attributes.https://realpython.com/lessons/python-multiple-inheritance/#t=457.04
The .to_json() method uses the json module’shttps://realpython.com/lessons/python-multiple-inheritance/#t=460.2
dumps() function to turn a dictionary into a string containing JSON.https://realpython.com/lessons/python-multiple-inheritance/#t=463.05
07:47https://realpython.com/lessons/python-multiple-inheritance/#t=467.57
What dictionary would that be? Well,https://realpython.com/lessons/python-multiple-inheritance/#t=467.57
the .__dict__ contains all the writable members of the object,https://realpython.com/lessons/python-multiple-inheritance/#t=469.8
which are its attributes, which is what I want to serialize.https://realpython.com/lessons/python-multiple-inheritance/#t=473.27
07:57https://realpython.com/lessons/python-multiple-inheritance/#t=477.84
And then to use it, the Circle class simply inherits from the mixin.https://realpython.com/lessons/python-multiple-inheritance/#t=477.84
That means the radius and the color attributes can be turned into JSON.https://realpython.com/lessons/python-multiple-inheritance/#t=482.3
08:08https://realpython.com/lessons/python-multiple-inheritance/#t=488.77
Likewise, the Rectangle also inherits from the mixin, gaining the same powers.https://realpython.com/lessons/python-multiple-inheritance/#t=488.77
Let’s use this. Importing …https://realpython.com/lessons/python-multiple-inheritance/#t=494.32
08:21https://realpython.com/lessons/python-multiple-inheritance/#t=501.75
creating a circle. Here’s Circle’shttps://realpython.com/lessons/python-multiple-inheritance/#t=501.75
.__dict__ … and the same stuffhttps://realpython.com/lessons/python-multiple-inheritance/#t=506.63
but using vars() to get at it.https://realpython.com/lessons/python-multiple-inheritance/#t=511.0
08:35https://realpython.com/lessons/python-multiple-inheritance/#t=515.0
Remember when I spoke about that writable stuff? Ah, for giggles,https://realpython.com/lessons/python-multiple-inheritance/#t=515.0
let’s look at the class’s .__dict__.https://realpython.com/lessons/python-multiple-inheritance/#t=518.12
08:42https://realpython.com/lessons/python-multiple-inheritance/#t=522.98
This is a bit more complex than at the instance level.https://realpython.com/lessons/python-multiple-inheritance/#t=522.98
It contains two special attributes showing the module and docstring, and thehttps://realpython.com/lessons/python-multiple-inheritance/#t=526.39
.__init__() method as a function reference. Like I said,https://realpython.com/lessons/python-multiple-inheritance/#t=530.33
more an implementation detail.https://realpython.com/lessons/python-multiple-inheritance/#t=533.68
08:55https://realpython.com/lessons/python-multiple-inheritance/#t=535.14
Unless you’re getting really tricky with your classes,https://realpython.com/lessons/python-multiple-inheritance/#t=535.14
you really don’t have to worry about this. All right,https://realpython.com/lessons/python-multiple-inheritance/#t=537.22
and what you came to see: the mixin.https://realpython.com/lessons/python-multiple-inheritance/#t=540.4
09:04https://realpython.com/lessons/python-multiple-inheritance/#t=544.92
The .to_json() method serializes the attributes of the Circle object,https://realpython.com/lessons/python-multiple-inheritance/#t=544.92
and of course, the reason you do mixins is code reuse. Here’s the Rectangle …https://realpython.com/lessons/python-multiple-inheritance/#t=549.64
09:18https://realpython.com/lessons/python-multiple-inheritance/#t=558.64
and JSONified.https://realpython.com/lessons/python-multiple-inheritance/#t=558.64
09:24https://realpython.com/lessons/python-multiple-inheritance/#t=564.4
Coming up,https://realpython.com/lessons/python-multiple-inheritance/#t=564.4
I’ll lift the covers a little bit more and show you some internals of classes.https://realpython.com/lessons/python-multiple-inheritance/#t=565.09
March 28, 2025https://realpython.com/lessons/python-multiple-inheritance/#comment-76733ad3-7f8c-49d2-bcbb-eefdec6a5b4d
Become a Memberhttps://realpython.com/account/join/
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Overviewhttps://realpython.com/courses/python-class-inheritance/
https://realpython.com/lessons/python-class-internals/
Inheritance and Internals: OOP in Python (Overview) 03:38 https://realpython.com/videos/python-class-inheritance-overview/
Inheritance Inside Python 09:07 https://realpython.com/videos/inheritance-in-python/
Multiple Inheritance - Multiple Parents 09:30 https://realpython.com/lessons/python-multiple-inheritance/
Class Internals 08:58 https://realpython.com/lessons/python-class-internals/
More Special Methods 06:50 https://realpython.com/lessons/python-class-special-methods/
Classes in the Standard Library 07:23 https://realpython.com/lessons/python-class-standard-library/
Abstracts and Interfaces 08:41 https://realpython.com/lessons/python-class-abstracts-and-interfaces/
Inheritance and Internals: OOP in Python (Summary) 02:21 https://realpython.com/lessons/python-class-inheritance-summary/
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