How do you get all the methods of a class in Python?

Frank 37 Published: 12/19/2024

How do you get all the methods of a class in Python?

I'd be happy to help! In Python, there are several ways to retrieve the methods (or functions) of a class. Here are a few approaches:

Method 1: Using dir()

One straightforward way is to use the built-in dir() function in Python. This function returns a list of strings that contain the names of the methods and variables defined in an object (in this case, a class). You can pass your class instance as an argument to dir(), like so:

class MyClass:

def method1(self):

pass

def method2(self):

pass

my_obj = MyClass()

print(dir(my_obj))

This will output something like:

['__class__', '__delattr__', '__dict__', '__dir__', '__doc__', '__eq__', '__format__', '__ge__', '__getattribute__', '__gt__', '__hash__', '__init__', '__init_subclass__', '__le__', '__lt__', '__module__', '__ne__', '__new__', '__reduce__', '__reduce_ex__', '__repr__', '__setattr__', '__sizeof__', '__subclasses__', '__subclasshook__', '__str__', '__weakref__', 'method1', 'method2']

As you can see, the output includes not only the class methods (in this case, method1 and method2) but also various special method names that Python uses internally. You'll want to filter out these internal method names if all you're interested in are your custom-defined methods.

Method 2: Using inspect.getmembers()

Another way is to use the inspect module's getmembers() function. This function returns a list of tuples, where each tuple contains a member name (e.g., a method or variable) and its value.

Here's an example:

import inspect

class MyClass:

def method1(self):

pass

def method2(self):

pass

my_obj = MyClass()

methods = [(name, getattr(my_obj, name)) for name in dir(my_obj) if callable(getattr(my_obj, name))]

print(methods)

This will output a list of tuples, each containing the method name and its corresponding value:

[('method1', >),

('method2', <bound method MyClass.method2 of <main.MyClass object at 0x7f9e4b6c7d50>>) ...]

The getmembers() function allows you to filter out non-callable (i.e., non-method) members by using the callable function.

Method 3: Using Reflection

Another approach is to use Python's reflection capabilities through the __dict__ attribute, which provides a dictionary view of an object's attributes. Here's an example:

class MyClass:

def method1(self):

pass

def method2(self):

pass

my_obj = MyClass()

methods = [method_name for method_name in dir(my_obj.class) if callable(getattr(my_obj.class, method_name))]

print(methods)

This will also output the list of method names:

['method1', 'method2']

In this case, we're using dir() to get a list of attribute names for the class itself (my_obj.__class__), and then filtering out non-callable members as before.

There you have it! Three ways to retrieve the methods (or functions) of a class in Python.

Python class methods cheat sheet

I'd be happy to provide a cheat sheet for Python class methods!

What are Class Methods?

In Python, a class method is a static method that belongs to a class rather than an instance of the class. It's a way to associate functionality with a class, making it possible to perform certain actions without creating an object (instance) of the class.

Key Features:

Static: A class method is not bound to any particular instance of the class. Shared: Class methods can be shared among instances of the same class. No Self: Since a class method is static, it does not have access to the self parameter.

Types of Class Methods:

Class Method: A regular class method that belongs to the class itself. Static Method: A special type of class method that has no explicit instance reference (self) and can be called without creating an instance of the class.

Benefits:

Utility Functions: Class methods are useful for implementing utility functions, such as data processing or file operations, which don't require instance-specific information. Factories: They can serve as factories, generating instances of the class programmatically. Alternative Constructors: Class methods can be used to implement alternative constructors or initialization routines.

Cheat Sheet:

Here are some examples and best practices for using class methods in Python:

class MyClass:

@classmethod

def my_class_method(cls):

This is a regular class method

print("This is a class method")

@staticmethod

def my_static_method():

This is a static method (no self)

print("This is a static method")

Key Takeaways:

Use @classmethod decorator: To define a class method, use the @classmethod decorator. No self parameter: Class methods don't require a self parameter, as they're not bound to any particular instance. Shared among instances: Class methods can be shared among instances of the same class.

Best Practices:

Use descriptive method names: Name your class methods descriptively to reflect their purpose. Avoid side effects: Minimize side effects and ensure that class methods don't alter instance-specific state. Test thoroughly: Thoroughly test your class methods to ensure they behave as expected.

By following these guidelines, you'll be well on your way to mastering the use of class methods in Python!