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| Transcript | https://realpython.com/lessons/python-multiple-inheritance/#transcript |
| Discussion (1) | https://realpython.com/lessons/python-multiple-inheritance/#discussion |
| 00:00 | https://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 |
| 00:10 | https://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 |
| 00:20 | https://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 |
| 00:41 | https://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 |
| 00:52 | https://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 |
| 01:01 | https://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 time | https://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 |
| 01:12 | https://realpython.com/lessons/python-multiple-inheritance/#t=72.06 |
| The syntax for inheriting from multiple classes is to comma-separate the list of | https://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 |
| 01:26 | https://realpython.com/lessons/python-multiple-inheritance/#t=86.67 |
| Let’s create some objects. | https://realpython.com/lessons/python-multiple-inheritance/#t=86.67 |
| 01:39 | https://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, and | https://realpython.com/lessons/python-multiple-inheritance/#t=105.73 |
| 01:51 | https://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 |
| 01:56 | https://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 multiple | https://realpython.com/lessons/python-multiple-inheritance/#t=122.93 |
| class inheritance. | https://realpython.com/lessons/python-multiple-inheritance/#t=126.72 |
| 02:10 | https://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 |
| 02:23 | https://realpython.com/lessons/python-multiple-inheritance/#t=143.72 |
| Now I have what is called the diamond problem, named after the shape of the class | https://realpython.com/lessons/python-multiple-inheritance/#t=143.72 |
| diagram. Which .start() does FlyingCar get? The one from | https://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 |
| 02:39 | https://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 to | https://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 |
| 03:02 | https://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 declaration | https://realpython.com/lessons/python-multiple-inheritance/#t=197.21 |
| order until finally it gets to the ancestor of all | https://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 |
| 03:31 | https://realpython.com/lessons/python-multiple-inheritance/#t=211.85 |
| If you ever wondered where .__init__(), .__str__(), and similar methods are | https://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 |
| 03:40 | https://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 order | https://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 |
| 03:55 | https://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, B | https://realpython.com/lessons/python-multiple-inheritance/#t=243.35 |
| inherits from A, C inherits from A, and D | https://realpython.com/lessons/python-multiple-inheritance/#t=247.55 |
| inherits from B and C. A, B, and C all have a method | https://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 |
| 04:20 | https://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 D | https://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 |
| 04:34 | https://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 |
| 04:47 | https://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 in | https://realpython.com/lessons/python-multiple-inheritance/#t=292.63 |
| case you aren’t sure. | https://realpython.com/lessons/python-multiple-inheritance/#t=297.45 |
| 05:01 | https://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 where | https://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 |
| 05:17 | https://realpython.com/lessons/python-multiple-inheritance/#t=317.32 |
| A mixin is a special name for a class that doesn’t have any attributes. You | https://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-common | https://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 |
| 05:34 | https://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 class | https://realpython.com/lessons/python-multiple-inheritance/#t=338.11 |
| where you need those methods. | https://realpython.com/lessons/python-multiple-inheritance/#t=342.41 |
| 05:45 | https://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 mix | https://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 |
| 05:59 | https://realpython.com/lessons/python-multiple-inheritance/#t=359.03 |
| A quick tangent before I show you a mixin. Python stores the writable members | https://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 |
| 06:11 | https://realpython.com/lessons/python-multiple-inheritance/#t=371.6 |
| The built-in vars() function displays the contents of that dictionary on your | https://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 |
| 06:20 | https://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 instance | https://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 |
| 06:33 | https://realpython.com/lessons/python-multiple-inheritance/#t=393.5 |
| The next couple sentences are a bit of a deep dive behind the scenes, and you | https://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 |
| 06:45 | https://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 the | https://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 different | https://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. For | https://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 the | https://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 |
| 07:29 | https://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’s | https://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 |
| 07:47 | https://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 |
| 07:57 | https://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 |
| 08:08 | https://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 |
| 08:21 | https://realpython.com/lessons/python-multiple-inheritance/#t=501.75 |
| creating a circle. Here’s Circle’s | https://realpython.com/lessons/python-multiple-inheritance/#t=501.75 |
| .__dict__ … and the same stuff | https://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 |
| 08:35 | https://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 |
| 08:42 | https://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 the | https://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 |
| 08:55 | https://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 |
| 09:04 | https://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 |
| 09:18 | https://realpython.com/lessons/python-multiple-inheritance/#t=558.64 |
| and JSONified. | https://realpython.com/lessons/python-multiple-inheritance/#t=558.64 |
| 09:24 | https://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, 2025 | https://realpython.com/lessons/python-multiple-inheritance/#comment-76733ad3-7f8c-49d2-bcbb-eefdec6a5b4d |
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| Overview | https://realpython.com/courses/python-class-inheritance/ |
| https://realpython.com/lessons/python-class-internals/ |
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Inheritance and Internals: OOP in Python (Overview) 03:38
| https://realpython.com/videos/python-class-inheritance-overview/ |
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Inheritance Inside Python 09:07
| https://realpython.com/videos/inheritance-in-python/ |
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Multiple Inheritance - Multiple Parents 09:30
| https://realpython.com/lessons/python-multiple-inheritance/ |
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Class Internals 08:58
| https://realpython.com/lessons/python-class-internals/ |
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More Special Methods 06:50
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Classes in the Standard Library 07:23
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Abstracts and Interfaces 08:41
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Inheritance and Internals: OOP in Python (Summary) 02:21
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